warning: commands will be executed using /bin/sh
job 5702 at Wed Oct  1 14:08:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140730/YutaMouse23-140730/YutaMouse23-140730
ElecNo	4
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2987560 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 995853 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 52312 members 
Mstep: Class 3 contains 52420 members 
Mstep: Class 4 contains 52089 members 
Mstep: Class 5 contains 52275 members 
Mstep: Class 6 contains 52286 members 
Mstep: Class 7 contains 52406 members 
Mstep: Class 8 contains 52495 members 
Mstep: Class 9 contains 52109 members 
Mstep: Class 10 contains 52418 members 
Mstep: Class 11 contains 52782 members 
Mstep: Class 12 contains 52157 members 
Mstep: Class 13 contains 52546 members 
Mstep: Class 14 contains 52425 members 
Mstep: Class 15 contains 52336 members 
Mstep: Class 16 contains 52824 members 
Mstep: Class 17 contains 52332 members 
Mstep: Class 18 contains 52182 members 
Mstep: Class 19 contains 52670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 259.864990 but Gain 3425.214844
Score: -88405352.000000 Penalty: 61653.886719
Iteration 0F: 19 clusters Score -8.840535e+07 nChanged 937826
Entering Unmasked Mstep 
Mstep: Class 0 contains 2285 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 24370 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 29864 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 46617 members 
Mstep: Class 8 contains 27468 members 
Mstep: Class 9 contains 16471 members 
Mstep: Class 10 contains 32890 members 
Mstep: Class 11 contains 29035 members 
Mstep: Class 12 contains 375217 members 
Mstep: Class 13 contains 71168 members 
Mstep: Class 14 contains 55306 members 
Mstep: Class 15 contains 14613 members 
Mstep: Class 16 contains 14338 members 
Mstep: Class 17 contains 151439 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 64244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92604880.000000 Penalty: 61653.886719
Iteration 1F: 19 clusters Score -9.260488e+07 nChanged 346579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1858 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 19382 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 23038 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 46540 members 
Mstep: Class 8 contains 23849 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 33419 members 
Mstep: Class 11 contains 20969 members 
Mstep: Class 12 contains 438133 members 
Mstep: Class 13 contains 50796 members 
Mstep: Class 14 contains 32389 members 
Mstep: Class 15 contains 12532 members 
Mstep: Class 16 contains 16616 members 
Mstep: Class 17 contains 185227 members 
Mstep: Class 18 contains 15901 members 
Mstep: Class 19 contains 35790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93639784.000000 Penalty: 61653.886719
Iteration 2F: 19 clusters Score -9.363978e+07 nChanged 231733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 18395 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 20370 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 49681 members 
Mstep: Class 8 contains 24701 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 40378 members 
Mstep: Class 11 contains 20818 members 
Mstep: Class 12 contains 445127 members 
Mstep: Class 13 contains 51061 members 
Mstep: Class 14 contains 23609 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 16312 members 
Mstep: Class 17 contains 179577 members 
Mstep: Class 18 contains 24492 members 
Mstep: Class 19 contains 25965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94304776.000000 Penalty: 61653.886719
Iteration 3F: 19 clusters Score -9.430478e+07 nChanged 173006
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 18441 members 
Mstep: Class 3 contains 5739 members 
Mstep: Class 4 contains 19172 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 50757 members 
Mstep: Class 8 contains 26618 members 
Mstep: Class 9 contains 21044 members 
Mstep: Class 10 contains 54476 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 423192 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 18587 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 14965 members 
Mstep: Class 17 contains 172916 members 
Mstep: Class 18 contains 35286 members 
Mstep: Class 19 contains 27506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94702368.000000 Penalty: 61653.886719
Iteration 4F: 19 clusters Score -9.470237e+07 nChanged 132436
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 19543 members 
Mstep: Class 3 contains 4972 members 
Mstep: Class 4 contains 18951 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 50903 members 
Mstep: Class 8 contains 30861 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 75007 members 
Mstep: Class 11 contains 16929 members 
Mstep: Class 12 contains 394104 members 
Mstep: Class 13 contains 55229 members 
Mstep: Class 14 contains 15812 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 14280 members 
Mstep: Class 17 contains 159441 members 
Mstep: Class 18 contains 42053 members 
Mstep: Class 19 contains 36335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94928928.000000 Penalty: 61653.886719
Iteration 5F: 19 clusters Score -9.492893e+07 nChanged 95784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 4681 members 
Mstep: Class 4 contains 18651 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 51590 members 
Mstep: Class 8 contains 36656 members 
Mstep: Class 9 contains 24386 members 
Mstep: Class 10 contains 87739 members 
Mstep: Class 11 contains 16463 members 
Mstep: Class 12 contains 377384 members 
Mstep: Class 13 contains 56413 members 
Mstep: Class 14 contains 15290 members 
Mstep: Class 15 contains 19456 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 143882 members 
Mstep: Class 18 contains 43774 members 
Mstep: Class 19 contains 43093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95053696.000000 Penalty: 61653.886719
Iteration 6F: 19 clusters Score -9.50537e+07 nChanged 70254
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 6 contains 13860 members 
Mstep: Class 7 contains 53485 members 
Mstep: Class 8 contains 43659 members 
Mstep: Class 9 contains 25229 members 
Mstep: Class 10 contains 94415 members 
Mstep: Class 11 contains 16652 members 
Mstep: Class 12 contains 365730 members 
Mstep: Class 13 contains 57788 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 19322 members 
Mstep: Class 16 contains 14134 members 
Mstep: Class 17 contains 132730 members 
Mstep: Class 18 contains 43346 members 
Mstep: Class 19 contains 44986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95128544.000000 Penalty: 61653.886719
Iteration 7F: 19 clusters Score -9.512854e+07 nChanged 55037
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 22818 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 56287 members 
Mstep: Class 8 contains 50777 members 
Mstep: Class 9 contains 26116 members 
Mstep: Class 10 contains 98219 members 
Mstep: Class 11 contains 16831 members 
Mstep: Class 12 contains 353589 members 
Mstep: Class 13 contains 59621 members 
Mstep: Class 14 contains 15308 members 
Mstep: Class 15 contains 19315 members 
Mstep: Class 16 contains 14259 members 
Mstep: Class 17 contains 126999 members 
Mstep: Class 18 contains 41917 members 
Mstep: Class 19 contains 44462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95177136.000000 Penalty: 61653.886719
Iteration 8F: 19 clusters Score -9.517714e+07 nChanged 46455
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 24149 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 18412 members 
Mstep: Class 6 contains 16056 members 
Mstep: Class 7 contains 59969 members 
Mstep: Class 8 contains 57472 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 100666 members 
Mstep: Class 11 contains 16853 members 
Mstep: Class 12 contains 341133 members 
Mstep: Class 13 contains 61271 members 
Mstep: Class 14 contains 15327 members 
Mstep: Class 15 contains 19375 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 124171 members 
Mstep: Class 18 contains 39918 members 
Mstep: Class 19 contains 43064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95216680.000000 Penalty: 61653.886719
Iteration 9Q: 19 clusters Score -9.521668e+07 nChanged 43473
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 26939 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 18255 members 
Mstep: Class 6 contains 16381 members 
Mstep: Class 7 contains 63502 members 
Mstep: Class 8 contains 64163 members 
Mstep: Class 9 contains 27986 members 
Mstep: Class 10 contains 101946 members 
Mstep: Class 11 contains 16689 members 
Mstep: Class 12 contains 328253 members 
Mstep: Class 13 contains 62426 members 
Mstep: Class 14 contains 15614 members 
Mstep: Class 15 contains 19478 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 123148 members 
Mstep: Class 18 contains 37173 members 
Mstep: Class 19 contains 41288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95254344.000000 Penalty: 61653.886719
Iteration 10Q: 19 clusters Score -9.525434e+07 nChanged 45476
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 30649 members 
Mstep: Class 3 contains 4633 members 
Mstep: Class 4 contains 18070 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 66640 members 
Mstep: Class 8 contains 72235 members 
Mstep: Class 9 contains 28788 members 
Mstep: Class 10 contains 102509 members 
Mstep: Class 11 contains 16497 members 
Mstep: Class 12 contains 313227 members 
Mstep: Class 13 contains 63105 members 
Mstep: Class 14 contains 16125 members 
Mstep: Class 15 contains 19562 members 
Mstep: Class 16 contains 15172 members 
Mstep: Class 17 contains 123833 members 
Mstep: Class 18 contains 34400 members 
Mstep: Class 19 contains 38962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95303448.000000 Penalty: 61653.886719
Iteration 11Q: 19 clusters Score -9.530345e+07 nChanged 50569
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 34846 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 17890 members 
Mstep: Class 6 contains 16085 members 
Mstep: Class 7 contains 69140 members 
Mstep: Class 8 contains 84972 members 
Mstep: Class 9 contains 29672 members 
Mstep: Class 10 contains 102336 members 
Mstep: Class 11 contains 16350 members 
Mstep: Class 12 contains 293615 members 
Mstep: Class 13 contains 63478 members 
Mstep: Class 14 contains 16844 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 15515 members 
Mstep: Class 17 contains 125764 members 
Mstep: Class 18 contains 32205 members 
Mstep: Class 19 contains 36143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95398312.000000 Penalty: 61653.886719
Iteration 12F: 19 clusters Score -9.539831e+07 nChanged 56064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 38951 members 
Mstep: Class 3 contains 4641 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 6 contains 15804 members 
Mstep: Class 7 contains 69519 members 
Mstep: Class 8 contains 106205 members 
Mstep: Class 9 contains 30337 members 
Mstep: Class 10 contains 103820 members 
Mstep: Class 11 contains 16162 members 
Mstep: Class 12 contains 267469 members 
Mstep: Class 13 contains 63312 members 
Mstep: Class 14 contains 17603 members 
Mstep: Class 15 contains 19681 members 
Mstep: Class 16 contains 15735 members 
Mstep: Class 17 contains 126402 members 
Mstep: Class 18 contains 30728 members 
Mstep: Class 19 contains 33027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95570840.000000 Penalty: 61653.886719
Iteration 13F: 19 clusters Score -9.557084e+07 nChanged 39879
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 41094 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 17490 members 
Mstep: Class 6 contains 15458 members 
Mstep: Class 7 contains 65869 members 
Mstep: Class 8 contains 112914 members 
Mstep: Class 9 contains 31128 members 
Mstep: Class 10 contains 106259 members 
Mstep: Class 11 contains 16082 members 
Mstep: Class 12 contains 262865 members 
Mstep: Class 13 contains 62157 members 
Mstep: Class 14 contains 18232 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 17 contains 123973 members 
Mstep: Class 18 contains 30025 members 
Mstep: Class 19 contains 30600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95678048.000000 Penalty: 61653.886719
Iteration 14Q: 19 clusters Score -9.567805e+07 nChanged 30889
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 42600 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 17315 members 
Mstep: Class 6 contains 15130 members 
Mstep: Class 7 contains 61033 members 
Mstep: Class 8 contains 111075 members 
Mstep: Class 9 contains 31176 members 
Mstep: Class 10 contains 108107 members 
Mstep: Class 11 contains 16145 members 
Mstep: Class 12 contains 268083 members 
Mstep: Class 13 contains 61792 members 
Mstep: Class 14 contains 18792 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 16602 members 
Mstep: Class 17 contains 121204 members 
Mstep: Class 18 contains 29618 members 
Mstep: Class 19 contains 29234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95695504.000000 Penalty: 61653.886719
Iteration 15Q: 19 clusters Score -9.56955e+07 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 45025 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 17261 members 
Mstep: Class 6 contains 14935 members 
Mstep: Class 7 contains 56903 members 
Mstep: Class 8 contains 109791 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 109312 members 
Mstep: Class 11 contains 16025 members 
Mstep: Class 12 contains 271357 members 
Mstep: Class 13 contains 62164 members 
Mstep: Class 14 contains 19229 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 16954 members 
Mstep: Class 17 contains 118902 members 
Mstep: Class 18 contains 29116 members 
Mstep: Class 19 contains 28412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95703760.000000 Penalty: 61653.886719
Iteration 16Q: 19 clusters Score -9.570376e+07 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 47920 members 
Mstep: Class 3 contains 4648 members 
Mstep: Class 4 contains 17213 members 
Mstep: Class 6 contains 14790 members 
Mstep: Class 7 contains 52958 members 
Mstep: Class 8 contains 108999 members 
Mstep: Class 9 contains 29817 members 
Mstep: Class 10 contains 110108 members 
Mstep: Class 11 contains 15823 members 
Mstep: Class 12 contains 273936 members 
Mstep: Class 13 contains 62574 members 
Mstep: Class 14 contains 19601 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 17251 members 
Mstep: Class 17 contains 116841 members 
Mstep: Class 18 contains 28621 members 
Mstep: Class 19 contains 27986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95710080.000000 Penalty: 61653.886719
Iteration 17Q: 19 clusters Score -9.571008e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 17163 members 
Mstep: Class 6 contains 14665 members 
Mstep: Class 7 contains 49135 members 
Mstep: Class 8 contains 108446 members 
Mstep: Class 9 contains 29020 members 
Mstep: Class 10 contains 110626 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 275956 members 
Mstep: Class 13 contains 62822 members 
Mstep: Class 14 contains 19895 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 17509 members 
Mstep: Class 17 contains 114950 members 
Mstep: Class 18 contains 28243 members 
Mstep: Class 19 contains 27845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95715704.000000 Penalty: 61653.886719
Iteration 18Q: 19 clusters Score -9.57157e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 55232 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 6 contains 14548 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 108048 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 110928 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 277613 members 
Mstep: Class 13 contains 63034 members 
Mstep: Class 14 contains 20157 members 
Mstep: Class 15 contains 19827 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 113220 members 
Mstep: Class 18 contains 27904 members 
Mstep: Class 19 contains 27812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95721424.000000 Penalty: 61653.886719
Iteration 19Q: 19 clusters Score -9.572142e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 59458 members 
Mstep: Class 3 contains 4650 members 
Mstep: Class 4 contains 17092 members 
Mstep: Class 6 contains 14471 members 
Mstep: Class 7 contains 41360 members 
Mstep: Class 8 contains 107749 members 
Mstep: Class 9 contains 27639 members 
Mstep: Class 10 contains 111121 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 12 contains 278829 members 
Mstep: Class 13 contains 63198 members 
Mstep: Class 14 contains 20420 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 17871 members 
Mstep: Class 17 contains 111625 members 
Mstep: Class 18 contains 27590 members 
Mstep: Class 19 contains 27859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95727376.000000 Penalty: 61653.886719
Iteration 20F: 19 clusters Score -9.572738e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 64017 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 17081 members 
Mstep: Class 6 contains 14411 members 
Mstep: Class 7 contains 37493 members 
Mstep: Class 8 contains 107463 members 
Mstep: Class 9 contains 26824 members 
Mstep: Class 10 contains 111286 members 
Mstep: Class 11 contains 15494 members 
Mstep: Class 12 contains 279675 members 
Mstep: Class 13 contains 63277 members 
Mstep: Class 14 contains 20643 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 17989 members 
Mstep: Class 17 contains 110143 members 
Mstep: Class 18 contains 27305 members 
Mstep: Class 19 contains 27963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95733632.000000 Penalty: 61653.886719
Iteration 21Q: 19 clusters Score -9.573363e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 68715 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 17067 members 
Mstep: Class 6 contains 14336 members 
Mstep: Class 7 contains 33924 members 
Mstep: Class 8 contains 107217 members 
Mstep: Class 9 contains 26092 members 
Mstep: Class 10 contains 111321 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 280209 members 
Mstep: Class 13 contains 63333 members 
Mstep: Class 14 contains 20895 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 18102 members 
Mstep: Class 17 contains 108660 members 
Mstep: Class 18 contains 27093 members 
Mstep: Class 19 contains 28078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95740536.000000 Penalty: 61653.886719
Iteration 22Q: 19 clusters Score -9.574054e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 73186 members 
Mstep: Class 3 contains 4641 members 
Mstep: Class 4 contains 17061 members 
Mstep: Class 6 contains 14263 members 
Mstep: Class 7 contains 30851 members 
Mstep: Class 8 contains 106950 members 
Mstep: Class 9 contains 25421 members 
Mstep: Class 10 contains 111335 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 280386 members 
Mstep: Class 13 contains 63385 members 
Mstep: Class 14 contains 21113 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 18151 members 
Mstep: Class 17 contains 107328 members 
Mstep: Class 18 contains 26922 members 
Mstep: Class 19 contains 28186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95745816.000000 Penalty: 61653.886719
Iteration 23Q: 19 clusters Score -9.574582e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 77177 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 17058 members 
Mstep: Class 6 contains 14257 members 
Mstep: Class 7 contains 28437 members 
Mstep: Class 8 contains 106726 members 
Mstep: Class 9 contains 24778 members 
Mstep: Class 10 contains 111351 members 
Mstep: Class 11 contains 15852 members 
Mstep: Class 12 contains 280301 members 
Mstep: Class 13 contains 63396 members 
Mstep: Class 14 contains 21295 members 
Mstep: Class 15 contains 19550 members 
Mstep: Class 16 contains 18168 members 
Mstep: Class 17 contains 106064 members 
Mstep: Class 18 contains 26830 members 
Mstep: Class 19 contains 28319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95750128.000000 Penalty: 61653.886719
Iteration 24Q: 19 clusters Score -9.575013e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 80791 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 17070 members 
Mstep: Class 6 contains 14276 members 
Mstep: Class 7 contains 26399 members 
Mstep: Class 8 contains 106467 members 
Mstep: Class 9 contains 24211 members 
Mstep: Class 10 contains 111319 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 280166 members 
Mstep: Class 13 contains 63418 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 18198 members 
Mstep: Class 17 contains 104821 members 
Mstep: Class 18 contains 26775 members 
Mstep: Class 19 contains 28419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95753728.000000 Penalty: 61653.886719
Iteration 25Q: 19 clusters Score -9.575373e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 83925 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 17089 members 
Mstep: Class 6 contains 14371 members 
Mstep: Class 7 contains 24739 members 
Mstep: Class 8 contains 106163 members 
Mstep: Class 9 contains 23700 members 
Mstep: Class 10 contains 111264 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 280044 members 
Mstep: Class 13 contains 63434 members 
Mstep: Class 14 contains 21700 members 
Mstep: Class 15 contains 19378 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 103659 members 
Mstep: Class 18 contains 26755 members 
Mstep: Class 19 contains 28533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95756376.000000 Penalty: 61653.886719
Iteration 26Q: 19 clusters Score -9.575638e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 86497 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 6 contains 14527 members 
Mstep: Class 7 contains 23395 members 
Mstep: Class 8 contains 105806 members 
Mstep: Class 9 contains 23138 members 
Mstep: Class 10 contains 111156 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 280006 members 
Mstep: Class 13 contains 63473 members 
Mstep: Class 14 contains 21894 members 
Mstep: Class 15 contains 19290 members 
Mstep: Class 16 contains 18392 members 
Mstep: Class 17 contains 102516 members 
Mstep: Class 18 contains 26764 members 
Mstep: Class 19 contains 28663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95758608.000000 Penalty: 61653.886719
Iteration 27Q: 19 clusters Score -9.575861e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 88673 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 6 contains 14613 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 105419 members 
Mstep: Class 9 contains 22603 members 
Mstep: Class 10 contains 110965 members 
Mstep: Class 11 contains 16636 members 
Mstep: Class 12 contains 280089 members 
Mstep: Class 13 contains 63497 members 
Mstep: Class 14 contains 22066 members 
Mstep: Class 15 contains 19220 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 17 contains 101464 members 
Mstep: Class 18 contains 26773 members 
Mstep: Class 19 contains 28793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95760392.000000 Penalty: 61653.886719
Iteration 28Q: 19 clusters Score -9.576039e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 90425 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 17175 members 
Mstep: Class 6 contains 14645 members 
Mstep: Class 7 contains 21481 members 
Mstep: Class 8 contains 105009 members 
Mstep: Class 9 contains 22094 members 
Mstep: Class 10 contains 110768 members 
Mstep: Class 11 contains 16762 members 
Mstep: Class 12 contains 280298 members 
Mstep: Class 13 contains 63513 members 
Mstep: Class 14 contains 22276 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 18630 members 
Mstep: Class 17 contains 100439 members 
Mstep: Class 18 contains 26789 members 
Mstep: Class 19 contains 28897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95762160.000000 Penalty: 61653.886719
Iteration 29Q: 19 clusters Score -9.576216e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 91994 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 17205 members 
Mstep: Class 6 contains 14632 members 
Mstep: Class 7 contains 20789 members 
Mstep: Class 8 contains 104597 members 
Mstep: Class 9 contains 21601 members 
Mstep: Class 10 contains 110518 members 
Mstep: Class 11 contains 16864 members 
Mstep: Class 12 contains 280575 members 
Mstep: Class 13 contains 63580 members 
Mstep: Class 14 contains 22452 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 18750 members 
Mstep: Class 17 contains 99441 members 
Mstep: Class 18 contains 26772 members 
Mstep: Class 19 contains 28998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95763608.000000 Penalty: 61653.886719
Iteration 30Q: 19 clusters Score -9.576361e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 93331 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 17227 members 
Mstep: Class 6 contains 14582 members 
Mstep: Class 7 contains 20248 members 
Mstep: Class 8 contains 104214 members 
Mstep: Class 9 contains 21173 members 
Mstep: Class 10 contains 110247 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 280984 members 
Mstep: Class 13 contains 63635 members 
Mstep: Class 14 contains 22641 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 98439 members 
Mstep: Class 18 contains 26760 members 
Mstep: Class 19 contains 29105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95763976.000000 Penalty: 61653.886719
Iteration 31Q: 19 clusters Score -9.576398e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 94451 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 17258 members 
Mstep: Class 6 contains 14549 members 
Mstep: Class 7 contains 19789 members 
Mstep: Class 8 contains 103848 members 
Mstep: Class 9 contains 20868 members 
Mstep: Class 10 contains 109977 members 
Mstep: Class 11 contains 16969 members 
Mstep: Class 12 contains 281521 members 
Mstep: Class 13 contains 63682 members 
Mstep: Class 14 contains 22788 members 
Mstep: Class 15 contains 18984 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 97459 members 
Mstep: Class 18 contains 26720 members 
Mstep: Class 19 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95765160.000000 Penalty: 61653.886719
Iteration 32Q: 19 clusters Score -9.576516e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 95387 members 
Mstep: Class 3 contains 4634 members 
Mstep: Class 4 contains 17299 members 
Mstep: Class 6 contains 14510 members 
Mstep: Class 7 contains 19405 members 
Mstep: Class 8 contains 103568 members 
Mstep: Class 9 contains 20623 members 
Mstep: Class 10 contains 109723 members 
Mstep: Class 11 contains 17004 members 
Mstep: Class 12 contains 282219 members 
Mstep: Class 13 contains 63713 members 
Mstep: Class 14 contains 22898 members 
Mstep: Class 15 contains 18942 members 
Mstep: Class 16 contains 19012 members 
Mstep: Class 17 contains 96440 members 
Mstep: Class 18 contains 26666 members 
Mstep: Class 19 contains 29227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95766760.000000 Penalty: 61653.886719
Iteration 33Q: 19 clusters Score -9.576676e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 96237 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 6 contains 14510 members 
Mstep: Class 7 contains 19070 members 
Mstep: Class 8 contains 103327 members 
Mstep: Class 9 contains 20458 members 
Mstep: Class 10 contains 109425 members 
Mstep: Class 11 contains 17026 members 
Mstep: Class 12 contains 282984 members 
Mstep: Class 13 contains 63725 members 
Mstep: Class 14 contains 22973 members 
Mstep: Class 15 contains 18908 members 
Mstep: Class 16 contains 19089 members 
Mstep: Class 17 contains 95445 members 
Mstep: Class 18 contains 26594 members 
Mstep: Class 19 contains 29278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95767992.000000 Penalty: 61653.886719
Iteration 34Q: 19 clusters Score -9.576799e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 96995 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 17393 members 
Mstep: Class 6 contains 14514 members 
Mstep: Class 7 contains 18799 members 
Mstep: Class 8 contains 103116 members 
Mstep: Class 9 contains 20385 members 
Mstep: Class 10 contains 109091 members 
Mstep: Class 11 contains 17042 members 
Mstep: Class 12 contains 283904 members 
Mstep: Class 13 contains 63736 members 
Mstep: Class 14 contains 23038 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 16 contains 19187 members 
Mstep: Class 17 contains 94331 members 
Mstep: Class 18 contains 26518 members 
Mstep: Class 19 contains 29327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95768712.000000 Penalty: 61653.886719
Iteration 35Q: 19 clusters Score -9.576871e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 97600 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 17447 members 
Mstep: Class 6 contains 14509 members 
Mstep: Class 7 contains 18621 members 
Mstep: Class 8 contains 102967 members 
Mstep: Class 9 contains 20323 members 
Mstep: Class 10 contains 108757 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 284931 members 
Mstep: Class 13 contains 63803 members 
Mstep: Class 14 contains 23049 members 
Mstep: Class 15 contains 18833 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 93157 members 
Mstep: Class 18 contains 26419 members 
Mstep: Class 19 contains 29360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95770592.000000 Penalty: 61653.886719
Iteration 36Q: 19 clusters Score -9.577059e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 98105 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 6 contains 14494 members 
Mstep: Class 7 contains 18467 members 
Mstep: Class 8 contains 102828 members 
Mstep: Class 9 contains 20301 members 
Mstep: Class 10 contains 108450 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 286211 members 
Mstep: Class 13 contains 63877 members 
Mstep: Class 14 contains 23088 members 
Mstep: Class 15 contains 18810 members 
Mstep: Class 16 contains 19349 members 
Mstep: Class 17 contains 91802 members 
Mstep: Class 18 contains 26299 members 
Mstep: Class 19 contains 29406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95771960.000000 Penalty: 61653.886719
Iteration 37Q: 19 clusters Score -9.577196e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 98501 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 17528 members 
Mstep: Class 6 contains 14487 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 102728 members 
Mstep: Class 9 contains 20278 members 
Mstep: Class 10 contains 108202 members 
Mstep: Class 11 contains 17135 members 
Mstep: Class 12 contains 287903 members 
Mstep: Class 13 contains 63919 members 
Mstep: Class 14 contains 23106 members 
Mstep: Class 15 contains 18776 members 
Mstep: Class 16 contains 19436 members 
Mstep: Class 17 contains 90109 members 
Mstep: Class 18 contains 26178 members 
Mstep: Class 19 contains 29443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95774560.000000 Penalty: 61653.886719
Iteration 38Q: 19 clusters Score -9.577456e+07 nChanged 5000
Entering ConstructFrom: 
Score: -95774560.000000 Penalty: 61653.886719
Entering ConstructFrom: 
Trying to split cluster 1 (35041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Entering Unmasked Estep 
Score: -3142862.750000 Penalty: 2595.140137
	Iteration 0F: 2 clusters Score -3142863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3119321.750000 Penalty: 5190.280273
	Iteration 0F: 3 clusters Score -3119322 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3130491.500000 Penalty: 5190.280273
	Iteration 1F: 3 clusters Score -3130492 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3135981.250000 Penalty: 5190.280273
	Iteration 2F: 3 clusters Score -3135981 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3141730.500000 Penalty: 5190.280273
	Iteration 3F: 3 clusters Score -3141730 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3144606.750000 Penalty: 5190.280273
	Iteration 4F: 3 clusters Score -3144607 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3145842.250000 Penalty: 5190.280273
	Iteration 5F: 3 clusters Score -3145842 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3146511.000000 Penalty: 5190.280273
	Iteration 6Q: 3 clusters Score -3146511 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3146933.750000 Penalty: 5190.280273
	Iteration 7Q: 3 clusters Score -3146934 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3147342.250000 Penalty: 5190.280273
	Iteration 8Q: 3 clusters Score -3147342 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3147947.250000 Penalty: 5190.280273
	Iteration 9Q: 3 clusters Score -3147947 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3148872.250000 Penalty: 5190.280273
	Iteration 10Q: 3 clusters Score -3148872 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3150611.500000 Penalty: 5190.280273
	Iteration 11Q: 3 clusters Score -3150612 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3153595.500000 Penalty: 5190.280273
	Iteration 12Q: 3 clusters Score -3153596 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3155831.500000 Penalty: 5190.280273
	Iteration 13Q: 3 clusters Score -3155832 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3156496.250000 Penalty: 5190.280273
	Iteration 14Q: 3 clusters Score -3156496 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3156642.250000 Penalty: 5190.280273
	Iteration 15Q: 3 clusters Score -3156642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3156679.750000 Penalty: 5190.280273
	Iteration 16Q: 3 clusters Score -3156680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3156694.750000 Penalty: 5190.280273
	Iteration 17Q: 3 clusters Score -3156695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3156703.500000 Penalty: 5190.280273
	Iteration 18Q: 3 clusters Score -3156704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3156705.000000 Penalty: 5190.280273
	Iteration 19Q: 3 clusters Score -3156705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3156728.500000 Penalty: 5190.280273
	Iteration 20F: 3 clusters Score -3156728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3156731.750000 Penalty: 5190.280273
	Iteration 21Q: 3 clusters Score -3156732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3156739.250000 Penalty: 5190.280273
	Iteration 22Q: 3 clusters Score -3156739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3156737.000000 Penalty: 5190.280273
	Iteration 23Q: 3 clusters Score -3156737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3156743.000000 Penalty: 5190.280273
	Iteration 24Q: 3 clusters Score -3156743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3156750.500000 Penalty: 5190.280273
	Iteration 25Q: 3 clusters Score -3156750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3156755.000000 Penalty: 5190.280273
	Iteration 26Q: 3 clusters Score -3156755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3156755.500000 Penalty: 5190.280273
	Iteration 27Q: 3 clusters Score -3156756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3156753.250000 Penalty: 5190.280273
	Iteration 28Q: 3 clusters Score -3156753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3156757.250000 Penalty: 5190.280273
	Iteration 29Q: 3 clusters Score -3156757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3156757.250000 Penalty: 5190.280273
	Iteration 30F: 3 clusters Score -3156757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 98892 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 17555 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Entering Unmasked Estep 
Score: -95788552.000000 Penalty: 65079.101562
Splitting cluster 1 changes total score from -95774560.000000 to -95788552.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (98892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Entering Unmasked Estep 
Score: -9152394.000000 Penalty: 2852.442383
	Iteration 0F: 2 clusters Score -9152394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9086211.000000 Penalty: 5704.884766
	Iteration 0F: 3 clusters Score -9086211 nChanged 46846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9116958.000000 Penalty: 5704.884766
	Iteration 1F: 3 clusters Score -9116958 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -9122132.000000 Penalty: 5704.884766
	Iteration 2F: 3 clusters Score -9122132 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -9128121.000000 Penalty: 5704.884766
	Iteration 3F: 3 clusters Score -9128121 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -9133840.000000 Penalty: 5704.884766
	Iteration 4F: 3 clusters Score -9133840 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -9138136.000000 Penalty: 5704.884766
	Iteration 5F: 3 clusters Score -9138136 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -9140815.000000 Penalty: 5704.884766
	Iteration 6F: 3 clusters Score -9140815 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -9142263.000000 Penalty: 5704.884766
	Iteration 7Q: 3 clusters Score -9142263 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -9142904.000000 Penalty: 5704.884766
	Iteration 8Q: 3 clusters Score -9142904 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -9143358.000000 Penalty: 5704.884766
	Iteration 9Q: 3 clusters Score -9143358 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -9143587.000000 Penalty: 5704.884766
	Iteration 10Q: 3 clusters Score -9143587 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -9143694.000000 Penalty: 5704.884766
	Iteration 11Q: 3 clusters Score -9143694 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -9143831.000000 Penalty: 5704.884766
	Iteration 12Q: 3 clusters Score -9143831 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -9143930.000000 Penalty: 5704.884766
	Iteration 13Q: 3 clusters Score -9143930 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -9143988.000000 Penalty: 5704.884766
	Iteration 14Q: 3 clusters Score -9143988 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -9144065.000000 Penalty: 5704.884766
	Iteration 15Q: 3 clusters Score -9144065 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -9144099.000000 Penalty: 5704.884766
	Iteration 16Q: 3 clusters Score -9144099 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -9144155.000000 Penalty: 5704.884766
	Iteration 17Q: 3 clusters Score -9144155 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -9144222.000000 Penalty: 5704.884766
	Iteration 18Q: 3 clusters Score -9144222 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -9144303.000000 Penalty: 5704.884766
	Iteration 19Q: 3 clusters Score -9144303 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9144415.000000 Penalty: 5704.884766
	Iteration 20F: 3 clusters Score -9144415 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9144475 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9144730 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9144881 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9144974 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9145097 nChanged 768
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9145235 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9145355 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -9145518.000000 Penalty: 5704.884766
	Iteration 30Q: 3 clusters Score -9145518 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9145708 nChanged 1034
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9145984 nChanged 1194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9146287 nChanged 1302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9146671 nChanged 1390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9147174 nChanged 1612
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9147945 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9148831 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9149565 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9150142 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9150533 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9151007 nChanged 1481
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Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9151368 nChanged 1498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9151726 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9152056 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9152337 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9152598 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9152892 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9153141 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9153386 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9153579 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9153757 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9153907 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9154004 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9154176 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9154306 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9154395 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9154491 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9154608 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9154699 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -9154781.000000 Penalty: 5704.884766
	Iteration 60F: 3 clusters Score -9154781 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9154887 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9154989 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9155072 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -9155140.000000 Penalty: 5704.884766
	Iteration 64Q: 3 clusters Score -9155140 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -9155185.000000 Penalty: 5704.884766
	Iteration 65Q: 3 clusters Score -9155185 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9155182 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -9155231.000000 Penalty: 5704.884766
	Iteration 67Q: 3 clusters Score -9155231 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9155310 nChanged 238
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Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9155336 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9155362 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9155366 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9155373 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9155398 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9155414 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9155418 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9155438 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9155459 nChanged 102
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Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9155486 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89653 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9155491 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9155509 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9155529 nChanged 89
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Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9155529 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9155540 nChanged 61
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9155515 nChanged 42
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9155535 nChanged 47
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Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9155537 nChanged 42
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Mstep: Class 1 contains 90086 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9155542 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9155544 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9155531 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9155531 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9155537 nChanged 22
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9155531 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9155528 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9155541 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9155540 nChanged 14
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Mstep: Class 1 contains 90241 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9155547 nChanged 12
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9155541 nChanged 11
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9155554 nChanged 12
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9155540 nChanged 11
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9155541 nChanged 7
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9155538 nChanged 7
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9155539 nChanged 12
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9155540 nChanged 14
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9155541 nChanged 9
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9155535 nChanged 8
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9155542 nChanged 7
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9155542 nChanged 3
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9155549 nChanged 1
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9155544 nChanged 2
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9155542 nChanged 3
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9155545 nChanged 1
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9155545 nChanged 1
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9155551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -9155555.000000 Penalty: 5704.884766
	Iteration 114Q: 3 clusters Score -9155555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -9155558.000000 Penalty: 5704.884766
	Iteration 115Q: 3 clusters Score -9155558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -9155560.000000 Penalty: 5704.884766
	Iteration 116Q: 3 clusters Score -9155560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -9155556.000000 Penalty: 5704.884766
	Iteration 117Q: 3 clusters Score -9155556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -9155556.000000 Penalty: 5704.884766
	Iteration 118F: 3 clusters Score -9155556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 17555 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Entering Unmasked Estep 
Score: -95790928.000000 Penalty: 68504.320312
Splitting cluster 2 changes total score from -95774560.000000 to -95790928.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -378571.000000 Penalty: 2093.036621
	Iteration 0F: 2 clusters Score -378571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374659.031250 Penalty: 4186.073242
	Iteration 0F: 3 clusters Score -374659 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -381033.156250 Penalty: 4186.073242
	Iteration 1F: 3 clusters Score -381033.2 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -386378.312500 Penalty: 4186.073242
	Iteration 2F: 3 clusters Score -386378.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -388262.937500 Penalty: 4186.073242
	Iteration 3F: 3 clusters Score -388262.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -389864.468750 Penalty: 4186.073242
	Iteration 4Q: 3 clusters Score -389864.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -390883.031250 Penalty: 4186.073242
	Iteration 5Q: 3 clusters Score -390883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -391866.687500 Penalty: 4186.073242
	Iteration 6Q: 3 clusters Score -391866.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -393498.187500 Penalty: 4186.073242
	Iteration 7Q: 3 clusters Score -393498.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -395586.125000 Penalty: 4186.073242
	Iteration 8Q: 3 clusters Score -395586.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -396330.937500 Penalty: 4186.073242
	Iteration 9Q: 3 clusters Score -396330.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -397462.562500 Penalty: 4186.073242
	Iteration 10Q: 3 clusters Score -397462.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -397970.468750 Penalty: 4186.073242
	Iteration 11Q: 3 clusters Score -397970.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -398021.250000 Penalty: 4186.073242
	Iteration 12Q: 3 clusters Score -398021.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -398058.906250 Penalty: 4186.073242
	Iteration 13Q: 3 clusters Score -398058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -398068.250000 Penalty: 4186.073242
	Iteration 14Q: 3 clusters Score -398068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -398073.531250 Penalty: 4186.073242
	Iteration 15Q: 3 clusters Score -398073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -398075.250000 Penalty: 4186.073242
	Iteration 16Q: 3 clusters Score -398075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -398076.750000 Penalty: 4186.073242
	Iteration 17Q: 3 clusters Score -398076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -398124.312500 Penalty: 4186.073242
	Iteration 18F: 3 clusters Score -398124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -398181.906250 Penalty: 4186.073242
	Iteration 19Q: 3 clusters Score -398181.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -398208.218750 Penalty: 4186.073242
	Iteration 20F: 3 clusters Score -398208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -398217.625000 Penalty: 4186.073242
	Iteration 21Q: 3 clusters Score -398217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -398217.968750 Penalty: 4186.073242
	Iteration 22Q: 3 clusters Score -398218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -398218.125000 Penalty: 4186.073242
	Iteration 23Q: 3 clusters Score -398218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -398218.781250 Penalty: 4186.073242
	Iteration 24Q: 3 clusters Score -398218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -398218.687500 Penalty: 4186.073242
	Iteration 25Q: 3 clusters Score -398218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -398218.687500 Penalty: 4186.073242
	Iteration 26F: 3 clusters Score -398218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 17555 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Entering Unmasked Estep 
Score: -95808744.000000 Penalty: 71929.531250
Splitting cluster 3 changes total score from -95774560.000000 to -95808744.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (17555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Entering Unmasked Estep 
Score: -1781395.000000 Penalty: 2423.727295
	Iteration 0F: 2 clusters Score -1781395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1768928.750000 Penalty: 4847.454590
	Iteration 0F: 3 clusters Score -1768929 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1773190.125000 Penalty: 4847.454590
	Iteration 1F: 3 clusters Score -1773190 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1773923.250000 Penalty: 4847.454590
	Iteration 2F: 3 clusters Score -1773923 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1774715.250000 Penalty: 4847.454590
	Iteration 3F: 3 clusters Score -1774715 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1775550.875000 Penalty: 4847.454590
	Iteration 4F: 3 clusters Score -1775551 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1776351.125000 Penalty: 4847.454590
	Iteration 5F: 3 clusters Score -1776351 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1776974.375000 Penalty: 4847.454590
	Iteration 6F: 3 clusters Score -1776974 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1777472.875000 Penalty: 4847.454590
	Iteration 7Q: 3 clusters Score -1777473 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1777901.125000 Penalty: 4847.454590
	Iteration 8Q: 3 clusters Score -1777901 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1778304.375000 Penalty: 4847.454590
	Iteration 9Q: 3 clusters Score -1778304 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1778714.875000 Penalty: 4847.454590
	Iteration 10Q: 3 clusters Score -1778715 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1779154.625000 Penalty: 4847.454590
	Iteration 11Q: 3 clusters Score -1779155 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1779582.000000 Penalty: 4847.454590
	Iteration 12Q: 3 clusters Score -1779582 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1780023.000000 Penalty: 4847.454590
	Iteration 13Q: 3 clusters Score -1780023 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1780418.750000 Penalty: 4847.454590
	Iteration 14Q: 3 clusters Score -1780419 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1780765.500000 Penalty: 4847.454590
	Iteration 15Q: 3 clusters Score -1780766 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1781055.500000 Penalty: 4847.454590
	Iteration 16Q: 3 clusters Score -1781056 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1781363.500000 Penalty: 4847.454590
	Iteration 17Q: 3 clusters Score -1781364 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1781746.250000 Penalty: 4847.454590
	Iteration 18Q: 3 clusters Score -1781746 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1782399.000000 Penalty: 4847.454590
	Iteration 19Q: 3 clusters Score -1782399 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1784002.750000 Penalty: 4847.454590
	Iteration 20F: 3 clusters Score -1784003 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1788256.875000 Penalty: 4847.454590
	Iteration 21Q: 3 clusters Score -1788257 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1790690.375000 Penalty: 4847.454590
	Iteration 22F: 3 clusters Score -1790690 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1793708.750000 Penalty: 4847.454590
	Iteration 23F: 3 clusters Score -1793709 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1798496.750000 Penalty: 4847.454590
	Iteration 24F: 3 clusters Score -1798497 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1803204.625000 Penalty: 4847.454590
	Iteration 25Q: 3 clusters Score -1803205 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1803790.500000 Penalty: 4847.454590
	Iteration 26Q: 3 clusters Score -1803790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1803887.875000 Penalty: 4847.454590
	Iteration 27Q: 3 clusters Score -1803888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1803908.500000 Penalty: 4847.454590
	Iteration 28Q: 3 clusters Score -1803908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1803909.875000 Penalty: 4847.454590
	Iteration 29Q: 3 clusters Score -1803910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1803912.375000 Penalty: 4847.454590
	Iteration 30Q: 3 clusters Score -1803912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1803919.500000 Penalty: 4847.454590
	Iteration 31F: 3 clusters Score -1803920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1803932.375000 Penalty: 4847.454590
	Iteration 32Q: 3 clusters Score -1803932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1803934.125000 Penalty: 4847.454590
	Iteration 33Q: 3 clusters Score -1803934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1803934.750000 Penalty: 4847.454590
	Iteration 34Q: 3 clusters Score -1803935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1803934.750000 Penalty: 4847.454590
	Iteration 35F: 3 clusters Score -1803935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Entering Unmasked Estep 
Score: -95829872.000000 Penalty: 75354.750000
Splitting cluster 4 changes total score from -95774560.000000 to -95829872.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (14486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Entering Unmasked Estep 
Score: -1337224.750000 Penalty: 2376.072754
	Iteration 0F: 2 clusters Score -1337225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1326656.875000 Penalty: 4752.145508
	Iteration 0F: 3 clusters Score -1326657 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1330382.875000 Penalty: 4752.145508
	Iteration 1F: 3 clusters Score -1330383 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1331350.000000 Penalty: 4752.145508
	Iteration 2F: 3 clusters Score -1331350 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1332777.125000 Penalty: 4752.145508
	Iteration 3F: 3 clusters Score -1332777 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1334555.875000 Penalty: 4752.145508
	Iteration 4F: 3 clusters Score -1334556 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1336230.125000 Penalty: 4752.145508
	Iteration 5F: 3 clusters Score -1336230 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1337349.750000 Penalty: 4752.145508
	Iteration 6F: 3 clusters Score -1337350 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1337893.625000 Penalty: 4752.145508
	Iteration 7Q: 3 clusters Score -1337894 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1338134.750000 Penalty: 4752.145508
	Iteration 8Q: 3 clusters Score -1338135 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1338258.250000 Penalty: 4752.145508
	Iteration 9Q: 3 clusters Score -1338258 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1338320.500000 Penalty: 4752.145508
	Iteration 10Q: 3 clusters Score -1338320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1338350.375000 Penalty: 4752.145508
	Iteration 11Q: 3 clusters Score -1338350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1338367.125000 Penalty: 4752.145508
	Iteration 12Q: 3 clusters Score -1338367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1338377.750000 Penalty: 4752.145508
	Iteration 13Q: 3 clusters Score -1338378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1338383.875000 Penalty: 4752.145508
	Iteration 14Q: 3 clusters Score -1338384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1338390.375000 Penalty: 4752.145508
	Iteration 15Q: 3 clusters Score -1338390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1338390.625000 Penalty: 4752.145508
	Iteration 16Q: 3 clusters Score -1338391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1338389.750000 Penalty: 4752.145508
	Iteration 17Q: 3 clusters Score -1338390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1338390.375000 Penalty: 4752.145508
	Iteration 18Q: 3 clusters Score -1338390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1338391.000000 Penalty: 4752.145508
	Iteration 19Q: 3 clusters Score -1338391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1338392.000000 Penalty: 4752.145508
	Iteration 20F: 3 clusters Score -1338392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1338393.250000 Penalty: 4752.145508
	Iteration 21Q: 3 clusters Score -1338393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1338393.250000 Penalty: 4752.145508
	Iteration 22F: 3 clusters Score -1338393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Entering Unmasked Estep 
Score: -95829904.000000 Penalty: 78779.968750
Splitting cluster 6 changes total score from -95774560.000000 to -95829904.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (18203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Entering Unmasked Estep 
Score: -1811989.375000 Penalty: 2432.716797
	Iteration 0F: 2 clusters Score -1811989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1799215.500000 Penalty: 4865.433594
	Iteration 0F: 3 clusters Score -1799216 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1804144.750000 Penalty: 4865.433594
	Iteration 1F: 3 clusters Score -1804145 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1805523.250000 Penalty: 4865.433594
	Iteration 2F: 3 clusters Score -1805523 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1807202.125000 Penalty: 4865.433594
	Iteration 3F: 3 clusters Score -1807202 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1808776.250000 Penalty: 4865.433594
	Iteration 4F: 3 clusters Score -1808776 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1809942.125000 Penalty: 4865.433594
	Iteration 5F: 3 clusters Score -1809942 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1810694.125000 Penalty: 4865.433594
	Iteration 6F: 3 clusters Score -1810694 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1811222.000000 Penalty: 4865.433594
	Iteration 7Q: 3 clusters Score -1811222 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1811563.250000 Penalty: 4865.433594
	Iteration 8Q: 3 clusters Score -1811563 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1811780.500000 Penalty: 4865.433594
	Iteration 9Q: 3 clusters Score -1811780 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1811933.750000 Penalty: 4865.433594
	Iteration 10Q: 3 clusters Score -1811934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1812040.375000 Penalty: 4865.433594
	Iteration 11Q: 3 clusters Score -1812040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1812104.500000 Penalty: 4865.433594
	Iteration 12Q: 3 clusters Score -1812104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1812148.000000 Penalty: 4865.433594
	Iteration 13Q: 3 clusters Score -1812148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1812166.750000 Penalty: 4865.433594
	Iteration 14Q: 3 clusters Score -1812167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1812182.375000 Penalty: 4865.433594
	Iteration 15Q: 3 clusters Score -1812182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1812197.750000 Penalty: 4865.433594
	Iteration 16Q: 3 clusters Score -1812198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1812212.875000 Penalty: 4865.433594
	Iteration 17Q: 3 clusters Score -1812213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1812224.875000 Penalty: 4865.433594
	Iteration 18Q: 3 clusters Score -1812225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1812229.250000 Penalty: 4865.433594
	Iteration 19Q: 3 clusters Score -1812229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1812234.750000 Penalty: 4865.433594
	Iteration 20F: 3 clusters Score -1812235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1812236.625000 Penalty: 4865.433594
	Iteration 21Q: 3 clusters Score -1812237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1812233.750000 Penalty: 4865.433594
	Iteration 22Q: 3 clusters Score -1812234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1812237.125000 Penalty: 4865.433594
	Iteration 23Q: 3 clusters Score -1812237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1812239.625000 Penalty: 4865.433594
	Iteration 24Q: 3 clusters Score -1812240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1812242.250000 Penalty: 4865.433594
	Iteration 25Q: 3 clusters Score -1812242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1812241.750000 Penalty: 4865.433594
	Iteration 26Q: 3 clusters Score -1812242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1812245.750000 Penalty: 4865.433594
	Iteration 27Q: 3 clusters Score -1812246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1812246.750000 Penalty: 4865.433594
	Iteration 28Q: 3 clusters Score -1812247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1812249.250000 Penalty: 4865.433594
	Iteration 29Q: 3 clusters Score -1812249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1812247.125000 Penalty: 4865.433594
	Iteration 30Q: 3 clusters Score -1812247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1812248.250000 Penalty: 4865.433594
	Iteration 31Q: 3 clusters Score -1812248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1812246.500000 Penalty: 4865.433594
	Iteration 32Q: 3 clusters Score -1812246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1812246.500000 Penalty: 4865.433594
	Iteration 33F: 3 clusters Score -1812246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Entering Unmasked Estep 
Score: -95829176.000000 Penalty: 82205.179688
Splitting cluster 7 changes total score from -95774560.000000 to -95829176.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (102666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Entering Unmasked Estep 
Score: -10350978.000000 Penalty: 2861.730469
	Iteration 0F: 2 clusters Score -1.035098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -10282316.000000 Penalty: 5723.460938
	Iteration 0F: 3 clusters Score -1.028232e+07 nChanged 48591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -10311444.000000 Penalty: 5723.460938
	Iteration 1F: 3 clusters Score -1.031144e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -10315283.000000 Penalty: 5723.460938
	Iteration 2F: 3 clusters Score -1.031528e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -10322822.000000 Penalty: 5723.460938
	Iteration 3F: 3 clusters Score -1.032282e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -10332556.000000 Penalty: 5723.460938
	Iteration 4F: 3 clusters Score -1.033256e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -10340108.000000 Penalty: 5723.460938
	Iteration 5F: 3 clusters Score -1.034011e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -10343478.000000 Penalty: 5723.460938
	Iteration 6F: 3 clusters Score -1.034348e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -10344892.000000 Penalty: 5723.460938
	Iteration 7Q: 3 clusters Score -1.034489e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -10345434.000000 Penalty: 5723.460938
	Iteration 8Q: 3 clusters Score -1.034543e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -10345721.000000 Penalty: 5723.460938
	Iteration 9Q: 3 clusters Score -1.034572e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -10345874.000000 Penalty: 5723.460938
	Iteration 10Q: 3 clusters Score -1.034587e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -10346026.000000 Penalty: 5723.460938
	Iteration 11Q: 3 clusters Score -1.034603e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -10346075.000000 Penalty: 5723.460938
	Iteration 12Q: 3 clusters Score -1.034608e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -10346212.000000 Penalty: 5723.460938
	Iteration 13Q: 3 clusters Score -1.034621e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -10346265.000000 Penalty: 5723.460938
	Iteration 14Q: 3 clusters Score -1.034626e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -10346365.000000 Penalty: 5723.460938
	Iteration 15Q: 3 clusters Score -1.034636e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -10346414.000000 Penalty: 5723.460938
	Iteration 16Q: 3 clusters Score -1.034641e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -10346441.000000 Penalty: 5723.460938
	Iteration 17Q: 3 clusters Score -1.034644e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -10346510.000000 Penalty: 5723.460938
	Iteration 18Q: 3 clusters Score -1.034651e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -10346583.000000 Penalty: 5723.460938
	Iteration 19Q: 3 clusters Score -1.034658e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -10346663.000000 Penalty: 5723.460938
	Iteration 20F: 3 clusters Score -1.034666e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -10346768.000000 Penalty: 5723.460938
	Iteration 21Q: 3 clusters Score -1.034677e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -10346869.000000 Penalty: 5723.460938
	Iteration 22Q: 3 clusters Score -1.034687e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -10346974.000000 Penalty: 5723.460938
	Iteration 23Q: 3 clusters Score -1.034697e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -10347070.000000 Penalty: 5723.460938
	Iteration 24Q: 3 clusters Score -1.034707e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -10347205.000000 Penalty: 5723.460938
	Iteration 25Q: 3 clusters Score -1.03472e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -10347305.000000 Penalty: 5723.460938
	Iteration 26Q: 3 clusters Score -1.03473e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -10347378.000000 Penalty: 5723.460938
	Iteration 27Q: 3 clusters Score -1.034738e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -10347516.000000 Penalty: 5723.460938
	Iteration 28Q: 3 clusters Score -1.034752e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -10347662.000000 Penalty: 5723.460938
	Iteration 29Q: 3 clusters Score -1.034766e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -10347750.000000 Penalty: 5723.460938
	Iteration 30Q: 3 clusters Score -1.034775e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -10347881.000000 Penalty: 5723.460938
	Iteration 31Q: 3 clusters Score -1.034788e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -10347962.000000 Penalty: 5723.460938
	Iteration 32Q: 3 clusters Score -1.034796e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -10348087.000000 Penalty: 5723.460938
	Iteration 33Q: 3 clusters Score -1.034809e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -10348185.000000 Penalty: 5723.460938
	Iteration 34Q: 3 clusters Score -1.034818e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -10348295.000000 Penalty: 5723.460938
	Iteration 35Q: 3 clusters Score -1.03483e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -10348372.000000 Penalty: 5723.460938
	Iteration 36Q: 3 clusters Score -1.034837e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -10348508.000000 Penalty: 5723.460938
	Iteration 37Q: 3 clusters Score -1.034851e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -10348573.000000 Penalty: 5723.460938
	Iteration 38Q: 3 clusters Score -1.034857e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -10348659.000000 Penalty: 5723.460938
	Iteration 39Q: 3 clusters Score -1.034866e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -10348689.000000 Penalty: 5723.460938
	Iteration 40F: 3 clusters Score -1.034869e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -10348738.000000 Penalty: 5723.460938
	Iteration 41Q: 3 clusters Score -1.034874e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -10348787.000000 Penalty: 5723.460938
	Iteration 42Q: 3 clusters Score -1.034879e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -10348851.000000 Penalty: 5723.460938
	Iteration 43Q: 3 clusters Score -1.034885e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -10348883.000000 Penalty: 5723.460938
	Iteration 44Q: 3 clusters Score -1.034888e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -10348956.000000 Penalty: 5723.460938
	Iteration 45Q: 3 clusters Score -1.034896e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -10348940.000000 Penalty: 5723.460938
	Iteration 46Q: 3 clusters Score -1.034894e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98309 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -10348964.000000 Penalty: 5723.460938
	Iteration 47Q: 3 clusters Score -1.034896e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -10348989.000000 Penalty: 5723.460938
	Iteration 48Q: 3 clusters Score -1.034899e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -10349021.000000 Penalty: 5723.460938
	Iteration 49Q: 3 clusters Score -1.034902e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -10349033.000000 Penalty: 5723.460938
	Iteration 50Q: 3 clusters Score -1.034903e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -10349067.000000 Penalty: 5723.460938
	Iteration 51Q: 3 clusters Score -1.034907e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -10349096.000000 Penalty: 5723.460938
	Iteration 52Q: 3 clusters Score -1.03491e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -10349110.000000 Penalty: 5723.460938
	Iteration 53Q: 3 clusters Score -1.034911e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -10349114.000000 Penalty: 5723.460938
	Iteration 54Q: 3 clusters Score -1.034911e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -10349098.000000 Penalty: 5723.460938
	Iteration 55Q: 3 clusters Score -1.03491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10349121.000000 Penalty: 5723.460938
	Iteration 56Q: 3 clusters Score -1.034912e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10349129.000000 Penalty: 5723.460938
	Iteration 57Q: 3 clusters Score -1.034913e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10349113.000000 Penalty: 5723.460938
	Iteration 58Q: 3 clusters Score -1.034911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -10349135.000000 Penalty: 5723.460938
	Iteration 59Q: 3 clusters Score -1.034914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10349120.000000 Penalty: 5723.460938
	Iteration 60F: 3 clusters Score -1.034912e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -10349137.000000 Penalty: 5723.460938
	Iteration 61Q: 3 clusters Score -1.034914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -10349137.000000 Penalty: 5723.460938
	Iteration 62Q: 3 clusters Score -1.034914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10349154.000000 Penalty: 5723.460938
	Iteration 63Q: 3 clusters Score -1.034915e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -10349163.000000 Penalty: 5723.460938
	Iteration 64Q: 3 clusters Score -1.034916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -10349150.000000 Penalty: 5723.460938
	Iteration 65Q: 3 clusters Score -1.034915e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10349191.000000 Penalty: 5723.460938
	Iteration 66Q: 3 clusters Score -1.034919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10349196.000000 Penalty: 5723.460938
	Iteration 67Q: 3 clusters Score -1.03492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -10349240.000000 Penalty: 5723.460938
	Iteration 68Q: 3 clusters Score -1.034924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -10349241.000000 Penalty: 5723.460938
	Iteration 69Q: 3 clusters Score -1.034924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -10349257.000000 Penalty: 5723.460938
	Iteration 70Q: 3 clusters Score -1.034926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10349256.000000 Penalty: 5723.460938
	Iteration 71Q: 3 clusters Score -1.034926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -10349259.000000 Penalty: 5723.460938
	Iteration 72Q: 3 clusters Score -1.034926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -10349263.000000 Penalty: 5723.460938
	Iteration 73Q: 3 clusters Score -1.034926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10349260.000000 Penalty: 5723.460938
	Iteration 74Q: 3 clusters Score -1.034926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10349282.000000 Penalty: 5723.460938
	Iteration 75Q: 3 clusters Score -1.034928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10349287.000000 Penalty: 5723.460938
	Iteration 76Q: 3 clusters Score -1.034929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10349284.000000 Penalty: 5723.460938
	Iteration 77Q: 3 clusters Score -1.034928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10349279.000000 Penalty: 5723.460938
	Iteration 78Q: 3 clusters Score -1.034928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10349286.000000 Penalty: 5723.460938
	Iteration 79Q: 3 clusters Score -1.034929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -10349276.000000 Penalty: 5723.460938
	Iteration 80F: 3 clusters Score -1.034928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10349284.000000 Penalty: 5723.460938
	Iteration 81Q: 3 clusters Score -1.034928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10349296.000000 Penalty: 5723.460938
	Iteration 82Q: 3 clusters Score -1.03493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10349282.000000 Penalty: 5723.460938
	Iteration 83Q: 3 clusters Score -1.034928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10349281.000000 Penalty: 5723.460938
	Iteration 84Q: 3 clusters Score -1.034928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10349272.000000 Penalty: 5723.460938
	Iteration 85Q: 3 clusters Score -1.034927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -10349270.000000 Penalty: 5723.460938
	Iteration 86Q: 3 clusters Score -1.034927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -10349262.000000 Penalty: 5723.460938
	Iteration 87Q: 3 clusters Score -1.034926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99944 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -10349250.000000 Penalty: 5723.460938
	Iteration 88Q: 3 clusters Score -1.034925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -10349254.000000 Penalty: 5723.460938
	Iteration 89Q: 3 clusters Score -1.034925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -10349281.000000 Penalty: 5723.460938
	Iteration 90Q: 3 clusters Score -1.034928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -10349276.000000 Penalty: 5723.460938
	Iteration 91Q: 3 clusters Score -1.034928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -10349269.000000 Penalty: 5723.460938
	Iteration 92Q: 3 clusters Score -1.034927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10349274.000000 Penalty: 5723.460938
	Iteration 93Q: 3 clusters Score -1.034927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10349265.000000 Penalty: 5723.460938
	Iteration 94Q: 3 clusters Score -1.034926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10349266.000000 Penalty: 5723.460938
	Iteration 95Q: 3 clusters Score -1.034927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -10349280.000000 Penalty: 5723.460938
	Iteration 96Q: 3 clusters Score -1.034928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10349290.000000 Penalty: 5723.460938
	Iteration 97Q: 3 clusters Score -1.034929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -10349285.000000 Penalty: 5723.460938
	Iteration 98Q: 3 clusters Score -1.034928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -10349292.000000 Penalty: 5723.460938
	Iteration 99Q: 3 clusters Score -1.034929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -10349292.000000 Penalty: 5723.460938
	Iteration 100F: 3 clusters Score -1.034929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -10349292.000000 Penalty: 5723.460938
	Iteration 101Q: 3 clusters Score -1.034929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10349284.000000 Penalty: 5723.460938
	Iteration 102Q: 3 clusters Score -1.034928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -10349287.000000 Penalty: 5723.460938
	Iteration 103Q: 3 clusters Score -1.034929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -10349287.000000 Penalty: 5723.460938
	Iteration 104Q: 3 clusters Score -1.034929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -10349296.000000 Penalty: 5723.460938
	Iteration 105Q: 3 clusters Score -1.03493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10349302.000000 Penalty: 5723.460938
	Iteration 106Q: 3 clusters Score -1.03493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10349311.000000 Penalty: 5723.460938
	Iteration 107Q: 3 clusters Score -1.034931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10349299.000000 Penalty: 5723.460938
	Iteration 108Q: 3 clusters Score -1.03493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10349300.000000 Penalty: 5723.460938
	Iteration 109Q: 3 clusters Score -1.03493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10349295.000000 Penalty: 5723.460938
	Iteration 110Q: 3 clusters Score -1.03493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10349300.000000 Penalty: 5723.460938
	Iteration 111Q: 3 clusters Score -1.03493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -10349304.000000 Penalty: 5723.460938
	Iteration 112Q: 3 clusters Score -1.03493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -10349306.000000 Penalty: 5723.460938
	Iteration 113Q: 3 clusters Score -1.034931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10349323.000000 Penalty: 5723.460938
	Iteration 114Q: 3 clusters Score -1.034932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10349314.000000 Penalty: 5723.460938
	Iteration 115Q: 3 clusters Score -1.034931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10349317.000000 Penalty: 5723.460938
	Iteration 116Q: 3 clusters Score -1.034932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10349317.000000 Penalty: 5723.460938
	Iteration 117F: 3 clusters Score -1.034932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Entering Unmasked Estep 
Score: -1600022.000000 Penalty: 2459.170166
	Iteration 0F: 2 clusters Score -1600022 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 10276 members 
Entering Unmasked Estep 
Score: -1585873.875000 Penalty: 4918.340332
	Iteration 0F: 3 clusters Score -1585874 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1593678.125000 Penalty: 4918.340332
	Iteration 1F: 3 clusters Score -1593678 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1597336.750000 Penalty: 4918.340332
	Iteration 2F: 3 clusters Score -1597337 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1600184.750000 Penalty: 4918.340332
	Iteration 3F: 3 clusters Score -1600185 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1602211.625000 Penalty: 4918.340332
	Iteration 4F: 3 clusters Score -1602212 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1603704.500000 Penalty: 4918.340332
	Iteration 5F: 3 clusters Score -1603704 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1604748.750000 Penalty: 4918.340332
	Iteration 6Q: 3 clusters Score -1604749 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1605359.375000 Penalty: 4918.340332
	Iteration 7Q: 3 clusters Score -1605359 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1605731.500000 Penalty: 4918.340332
	Iteration 8Q: 3 clusters Score -1605732 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1605987.250000 Penalty: 4918.340332
	Iteration 9Q: 3 clusters Score -1605987 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1606173.500000 Penalty: 4918.340332
	Iteration 10Q: 3 clusters Score -1606174 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1606305.750000 Penalty: 4918.340332
	Iteration 11Q: 3 clusters Score -1606306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1606389.125000 Penalty: 4918.340332
	Iteration 12Q: 3 clusters Score -1606389 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1606443.875000 Penalty: 4918.340332
	Iteration 13Q: 3 clusters Score -1606444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1606491.875000 Penalty: 4918.340332
	Iteration 14Q: 3 clusters Score -1606492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1606513.625000 Penalty: 4918.340332
	Iteration 15Q: 3 clusters Score -1606514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1606533.125000 Penalty: 4918.340332
	Iteration 16Q: 3 clusters Score -1606533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1606536.500000 Penalty: 4918.340332
	Iteration 17Q: 3 clusters Score -1606536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1606549.250000 Penalty: 4918.340332
	Iteration 18Q: 3 clusters Score -1606549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1606555.375000 Penalty: 4918.340332
	Iteration 19Q: 3 clusters Score -1606555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1606570.500000 Penalty: 4918.340332
	Iteration 20F: 3 clusters Score -1606570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1606573.375000 Penalty: 4918.340332
	Iteration 21Q: 3 clusters Score -1606573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1606574.000000 Penalty: 4918.340332
	Iteration 22Q: 3 clusters Score -1606574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1606576.875000 Penalty: 4918.340332
	Iteration 23Q: 3 clusters Score -1606577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1606575.250000 Penalty: 4918.340332
	Iteration 24Q: 3 clusters Score -1606575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1606576.250000 Penalty: 4918.340332
	Iteration 25Q: 3 clusters Score -1606576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1606576.375000 Penalty: 4918.340332
	Iteration 26Q: 3 clusters Score -1606576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1606573.375000 Penalty: 4918.340332
	Iteration 27Q: 3 clusters Score -1606573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1606574.000000 Penalty: 4918.340332
	Iteration 28Q: 3 clusters Score -1606574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1606572.625000 Penalty: 4918.340332
	Iteration 29Q: 3 clusters Score -1606573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1606572.750000 Penalty: 4918.340332
	Iteration 30Q: 3 clusters Score -1606573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1606571.000000 Penalty: 4918.340332
	Iteration 31Q: 3 clusters Score -1606571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1606571.750000 Penalty: 4918.340332
	Iteration 32Q: 3 clusters Score -1606572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1606573.500000 Penalty: 4918.340332
	Iteration 33Q: 3 clusters Score -1606574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1606573.500000 Penalty: 4918.340332
	Iteration 34F: 3 clusters Score -1606574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 108001 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Entering Unmasked Estep 
Score: -95834472.000000 Penalty: 85630.398438
Splitting cluster 9 changes total score from -95774560.000000 to -95834472.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (108001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Entering Unmasked Estep 
Score: -10842612.000000 Penalty: 2874.294189
	Iteration 0F: 2 clusters Score -1.084261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -10770076.000000 Penalty: 5748.588379
	Iteration 0F: 3 clusters Score -1.077008e+07 nChanged 51292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -10800214.000000 Penalty: 5748.588379
	Iteration 1F: 3 clusters Score -1.080021e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -10802118.000000 Penalty: 5748.588379
	Iteration 2Q: 3 clusters Score -1.080212e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -10805378.000000 Penalty: 5748.588379
	Iteration 3Q: 3 clusters Score -1.080538e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -10809722.000000 Penalty: 5748.588379
	Iteration 4F: 3 clusters Score -1.080972e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -10814156.000000 Penalty: 5748.588379
	Iteration 5F: 3 clusters Score -1.081416e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -10818184.000000 Penalty: 5748.588379
	Iteration 6F: 3 clusters Score -1.081818e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -10822132.000000 Penalty: 5748.588379
	Iteration 7F: 3 clusters Score -1.082213e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -10826277.000000 Penalty: 5748.588379
	Iteration 8F: 3 clusters Score -1.082628e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -10830327.000000 Penalty: 5748.588379
	Iteration 9F: 3 clusters Score -1.083033e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -10833959.000000 Penalty: 5748.588379
	Iteration 10Q: 3 clusters Score -1.083396e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -10836892.000000 Penalty: 5748.588379
	Iteration 11Q: 3 clusters Score -1.083689e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -10839134.000000 Penalty: 5748.588379
	Iteration 12Q: 3 clusters Score -1.083913e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -10840945.000000 Penalty: 5748.588379
	Iteration 13Q: 3 clusters Score -1.084094e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -10842177.000000 Penalty: 5748.588379
	Iteration 14Q: 3 clusters Score -1.084218e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -10843068.000000 Penalty: 5748.588379
	Iteration 15Q: 3 clusters Score -1.084307e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -10843919.000000 Penalty: 5748.588379
	Iteration 16Q: 3 clusters Score -1.084392e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -10844281.000000 Penalty: 5748.588379
	Iteration 17Q: 3 clusters Score -1.084428e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -10844519.000000 Penalty: 5748.588379
	Iteration 18Q: 3 clusters Score -1.084452e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -10844765.000000 Penalty: 5748.588379
	Iteration 19Q: 3 clusters Score -1.084476e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -10844927.000000 Penalty: 5748.588379
	Iteration 20F: 3 clusters Score -1.084493e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -10845033.000000 Penalty: 5748.588379
	Iteration 21Q: 3 clusters Score -1.084503e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -10845028.000000 Penalty: 5748.588379
	Iteration 22Q: 3 clusters Score -1.084503e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -10845047.000000 Penalty: 5748.588379
	Iteration 23Q: 3 clusters Score -1.084505e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -10845064.000000 Penalty: 5748.588379
	Iteration 24Q: 3 clusters Score -1.084506e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -10845058.000000 Penalty: 5748.588379
	Iteration 25Q: 3 clusters Score -1.084506e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -10845071.000000 Penalty: 5748.588379
	Iteration 26Q: 3 clusters Score -1.084507e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -10845084.000000 Penalty: 5748.588379
	Iteration 27Q: 3 clusters Score -1.084508e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -10845103.000000 Penalty: 5748.588379
	Iteration 28Q: 3 clusters Score -1.08451e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -10845147.000000 Penalty: 5748.588379
	Iteration 29Q: 3 clusters Score -1.084515e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -10845137.000000 Penalty: 5748.588379
	Iteration 30Q: 3 clusters Score -1.084514e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -10845133.000000 Penalty: 5748.588379
	Iteration 31Q: 3 clusters Score -1.084513e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -10845156.000000 Penalty: 5748.588379
	Iteration 32Q: 3 clusters Score -1.084516e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -10845189.000000 Penalty: 5748.588379
	Iteration 33Q: 3 clusters Score -1.084519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -10845203.000000 Penalty: 5748.588379
	Iteration 34Q: 3 clusters Score -1.08452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -10845183.000000 Penalty: 5748.588379
	Iteration 35Q: 3 clusters Score -1.084518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -10845176.000000 Penalty: 5748.588379
	Iteration 36Q: 3 clusters Score -1.084518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -10845160.000000 Penalty: 5748.588379
	Iteration 37Q: 3 clusters Score -1.084516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -10845168.000000 Penalty: 5748.588379
	Iteration 38Q: 3 clusters Score -1.084517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -10845174.000000 Penalty: 5748.588379
	Iteration 39Q: 3 clusters Score -1.084517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -10845188.000000 Penalty: 5748.588379
	Iteration 40F: 3 clusters Score -1.084519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -10845178.000000 Penalty: 5748.588379
	Iteration 41Q: 3 clusters Score -1.084518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -10845162.000000 Penalty: 5748.588379
	Iteration 42Q: 3 clusters Score -1.084516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -10845160.000000 Penalty: 5748.588379
	Iteration 43Q: 3 clusters Score -1.084516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -10845172.000000 Penalty: 5748.588379
	Iteration 44Q: 3 clusters Score -1.084517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -10845161.000000 Penalty: 5748.588379
	Iteration 45Q: 3 clusters Score -1.084516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -10845149.000000 Penalty: 5748.588379
	Iteration 46Q: 3 clusters Score -1.084515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -10845158.000000 Penalty: 5748.588379
	Iteration 47Q: 3 clusters Score -1.084516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -10845153.000000 Penalty: 5748.588379
	Iteration 48Q: 3 clusters Score -1.084515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -10845155.000000 Penalty: 5748.588379
	Iteration 49Q: 3 clusters Score -1.084516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -10845157.000000 Penalty: 5748.588379
	Iteration 50Q: 3 clusters Score -1.084516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -10845160.000000 Penalty: 5748.588379
	Iteration 51Q: 3 clusters Score -1.084516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -10845155.000000 Penalty: 5748.588379
	Iteration 52Q: 3 clusters Score -1.084516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -10845154.000000 Penalty: 5748.588379
	Iteration 53Q: 3 clusters Score -1.084515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -10845165.000000 Penalty: 5748.588379
	Iteration 54Q: 3 clusters Score -1.084516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -10845160.000000 Penalty: 5748.588379
	Iteration 55Q: 3 clusters Score -1.084516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -10845175.000000 Penalty: 5748.588379
	Iteration 56Q: 3 clusters Score -1.084518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -10845170.000000 Penalty: 5748.588379
	Iteration 57Q: 3 clusters Score -1.084517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -10845164.000000 Penalty: 5748.588379
	Iteration 58Q: 3 clusters Score -1.084516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -10845159.000000 Penalty: 5748.588379
	Iteration 59Q: 3 clusters Score -1.084516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -10845167.000000 Penalty: 5748.588379
	Iteration 60F: 3 clusters Score -1.084517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -10845157.000000 Penalty: 5748.588379
	Iteration 61Q: 3 clusters Score -1.084516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -10845169.000000 Penalty: 5748.588379
	Iteration 62Q: 3 clusters Score -1.084517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -10845171.000000 Penalty: 5748.588379
	Iteration 63Q: 3 clusters Score -1.084517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -10845176.000000 Penalty: 5748.588379
	Iteration 64Q: 3 clusters Score -1.084518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -10845179.000000 Penalty: 5748.588379
	Iteration 65Q: 3 clusters Score -1.084518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -10845176.000000 Penalty: 5748.588379
	Iteration 66Q: 3 clusters Score -1.084518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -10845183.000000 Penalty: 5748.588379
	Iteration 67Q: 3 clusters Score -1.084518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -10845181.000000 Penalty: 5748.588379
	Iteration 68Q: 3 clusters Score -1.084518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -10845180.000000 Penalty: 5748.588379
	Iteration 69Q: 3 clusters Score -1.084518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -10845189.000000 Penalty: 5748.588379
	Iteration 70Q: 3 clusters Score -1.084519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -10845190.000000 Penalty: 5748.588379
	Iteration 71Q: 3 clusters Score -1.084519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -10845188.000000 Penalty: 5748.588379
	Iteration 72Q: 3 clusters Score -1.084519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -10845188.000000 Penalty: 5748.588379
	Iteration 73Q: 3 clusters Score -1.084519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -10845183.000000 Penalty: 5748.588379
	Iteration 74Q: 3 clusters Score -1.084518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -10845183.000000 Penalty: 5748.588379
	Iteration 75Q: 3 clusters Score -1.084518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -10845183.000000 Penalty: 5748.588379
	Iteration 76F: 3 clusters Score -1.084518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Entering Unmasked Estep 
Score: -95836856.000000 Penalty: 89055.617188
Splitting cluster 10 changes total score from -95774560.000000 to -95836856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (17144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Entering Unmasked Estep 
Score: -1579176.875000 Penalty: 2417.852295
	Iteration 0F: 2 clusters Score -1579177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1567059.625000 Penalty: 4835.704590
	Iteration 0F: 3 clusters Score -1567060 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1572035.500000 Penalty: 4835.704590
	Iteration 1F: 3 clusters Score -1572036 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1573961.500000 Penalty: 4835.704590
	Iteration 2F: 3 clusters Score -1573962 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1576809.125000 Penalty: 4835.704590
	Iteration 3F: 3 clusters Score -1576809 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1579252.625000 Penalty: 4835.704590
	Iteration 4F: 3 clusters Score -1579253 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1580917.125000 Penalty: 4835.704590
	Iteration 5F: 3 clusters Score -1580917 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1582442.875000 Penalty: 4835.704590
	Iteration 6F: 3 clusters Score -1582443 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1583707.875000 Penalty: 4835.704590
	Iteration 7F: 3 clusters Score -1583708 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1584432.875000 Penalty: 4835.704590
	Iteration 8Q: 3 clusters Score -1584433 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1584825.125000 Penalty: 4835.704590
	Iteration 9Q: 3 clusters Score -1584825 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1585065.000000 Penalty: 4835.704590
	Iteration 10Q: 3 clusters Score -1585065 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1585247.000000 Penalty: 4835.704590
	Iteration 11Q: 3 clusters Score -1585247 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1585443.500000 Penalty: 4835.704590
	Iteration 12Q: 3 clusters Score -1585444 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1585685.625000 Penalty: 4835.704590
	Iteration 13Q: 3 clusters Score -1585686 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1585886.000000 Penalty: 4835.704590
	Iteration 14Q: 3 clusters Score -1585886 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1586056.750000 Penalty: 4835.704590
	Iteration 15Q: 3 clusters Score -1586057 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1586176.625000 Penalty: 4835.704590
	Iteration 16Q: 3 clusters Score -1586177 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1586249.000000 Penalty: 4835.704590
	Iteration 17Q: 3 clusters Score -1586249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1586285.750000 Penalty: 4835.704590
	Iteration 18Q: 3 clusters Score -1586286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1586313.500000 Penalty: 4835.704590
	Iteration 19Q: 3 clusters Score -1586314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1586331.125000 Penalty: 4835.704590
	Iteration 20F: 3 clusters Score -1586331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1586349.875000 Penalty: 4835.704590
	Iteration 21Q: 3 clusters Score -1586350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1586364.375000 Penalty: 4835.704590
	Iteration 22Q: 3 clusters Score -1586364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1586389.875000 Penalty: 4835.704590
	Iteration 23Q: 3 clusters Score -1586390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1586469.250000 Penalty: 4835.704590
	Iteration 24Q: 3 clusters Score -1586469 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1586768.000000 Penalty: 4835.704590
	Iteration 25Q: 3 clusters Score -1586768 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1587224.500000 Penalty: 4835.704590
	Iteration 26Q: 3 clusters Score -1587224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1587346.125000 Penalty: 4835.704590
	Iteration 27Q: 3 clusters Score -1587346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1587365.000000 Penalty: 4835.704590
	Iteration 28Q: 3 clusters Score -1587365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1587382.750000 Penalty: 4835.704590
	Iteration 29Q: 3 clusters Score -1587383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1587388.375000 Penalty: 4835.704590
	Iteration 30Q: 3 clusters Score -1587388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1587387.250000 Penalty: 4835.704590
	Iteration 31Q: 3 clusters Score -1587387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1587386.000000 Penalty: 4835.704590
	Iteration 32Q: 3 clusters Score -1587386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1587386.875000 Penalty: 4835.704590
	Iteration 33Q: 3 clusters Score -1587387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1587387.875000 Penalty: 4835.704590
	Iteration 34Q: 3 clusters Score -1587388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1587390.000000 Penalty: 4835.704590
	Iteration 35Q: 3 clusters Score -1587390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1587391.750000 Penalty: 4835.704590
	Iteration 36Q: 3 clusters Score -1587392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1587390.500000 Penalty: 4835.704590
	Iteration 37Q: 3 clusters Score -1587390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1587390.000000 Penalty: 4835.704590
	Iteration 38Q: 3 clusters Score -1587390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1587390.375000 Penalty: 4835.704590
	Iteration 39Q: 3 clusters Score -1587390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1587392.250000 Penalty: 4835.704590
	Iteration 40F: 3 clusters Score -1587392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1587392.875000 Penalty: 4835.704590
	Iteration 41Q: 3 clusters Score -1587393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1587396.625000 Penalty: 4835.704590
	Iteration 42Q: 3 clusters Score -1587397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1587397.750000 Penalty: 4835.704590
	Iteration 43Q: 3 clusters Score -1587398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1587397.875000 Penalty: 4835.704590
	Iteration 44Q: 3 clusters Score -1587398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1587398.125000 Penalty: 4835.704590
	Iteration 45Q: 3 clusters Score -1587398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1587399.625000 Penalty: 4835.704590
	Iteration 46Q: 3 clusters Score -1587400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1587401.375000 Penalty: 4835.704590
	Iteration 47Q: 3 clusters Score -1587401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1587400.750000 Penalty: 4835.704590
	Iteration 48Q: 3 clusters Score -1587401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1587400.750000 Penalty: 4835.704590
	Iteration 49F: 3 clusters Score -1587401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 290127 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Entering Unmasked Estep 
Score: -95843912.000000 Penalty: 92480.828125
Splitting cluster 11 changes total score from -95774560.000000 to -95843912.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (290127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290127 members 
Entering Unmasked Estep 
Score: -29647402.000000 Penalty: 3119.362549
	Iteration 0F: 2 clusters Score -2.96474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 145091 members 
Entering Unmasked Estep 
Score: -29452264.000000 Penalty: 6238.725098
	Iteration 0F: 3 clusters Score -2.945226e+07 nChanged 140141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 146552 members 
Entering Unmasked Estep 
Score: -29535178.000000 Penalty: 6238.725098
	Iteration 1F: 3 clusters Score -2.953518e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 147198 members 
Entering Unmasked Estep 
Score: -29537942.000000 Penalty: 6238.725098
	Iteration 2Q: 3 clusters Score -2.953794e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -29543104.000000 Penalty: 6238.725098
	Iteration 3Q: 3 clusters Score -2.95431e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 148195 members 
Entering Unmasked Estep 
Score: -29551674.000000 Penalty: 6238.725098
	Iteration 4Q: 3 clusters Score -2.955167e+07 nChanged 17674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -29564072.000000 Penalty: 6238.725098
	Iteration 5F: 3 clusters Score -2.956407e+07 nChanged 21434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148850 members 
Mstep: Class 2 contains 141277 members 
Entering Unmasked Estep 
Score: -29580006.000000 Penalty: 6238.725098
	Iteration 6F: 3 clusters Score -2.958001e+07 nChanged 24363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -29600242.000000 Penalty: 6238.725098
	Iteration 7F: 3 clusters Score -2.960024e+07 nChanged 24271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169050 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -29620414.000000 Penalty: 6238.725098
	Iteration 8F: 3 clusters Score -2.962041e+07 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -29633944.000000 Penalty: 6238.725098
	Iteration 9F: 3 clusters Score -2.963394e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184746 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -29641924.000000 Penalty: 6238.725098
	Iteration 10Q: 3 clusters Score -2.964192e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189419 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -29648070.000000 Penalty: 6238.725098
	Iteration 11Q: 3 clusters Score -2.964807e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193753 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -29651526.000000 Penalty: 6238.725098
	Iteration 12Q: 3 clusters Score -2.965153e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197932 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -29653540.000000 Penalty: 6238.725098
	Iteration 13Q: 3 clusters Score -2.965354e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201664 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -29655040.000000 Penalty: 6238.725098
	Iteration 14Q: 3 clusters Score -2.965504e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204959 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -29655896.000000 Penalty: 6238.725098
	Iteration 15Q: 3 clusters Score -2.96559e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207715 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -29656334.000000 Penalty: 6238.725098
	Iteration 16Q: 3 clusters Score -2.965633e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210003 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -29656724.000000 Penalty: 6238.725098
	Iteration 17Q: 3 clusters Score -2.965672e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211962 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -29657178.000000 Penalty: 6238.725098
	Iteration 18Q: 3 clusters Score -2.965718e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213652 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -29657348.000000 Penalty: 6238.725098
	Iteration 19Q: 3 clusters Score -2.965735e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215036 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -29657560.000000 Penalty: 6238.725098
	Iteration 20F: 3 clusters Score -2.965756e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216213 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -29657632.000000 Penalty: 6238.725098
	Iteration 21Q: 3 clusters Score -2.965763e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217253 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -29657670.000000 Penalty: 6238.725098
	Iteration 22Q: 3 clusters Score -2.965767e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218156 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -29657732.000000 Penalty: 6238.725098
	Iteration 23Q: 3 clusters Score -2.965773e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218958 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -29657722.000000 Penalty: 6238.725098
	Iteration 24Q: 3 clusters Score -2.965772e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219662 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -29657812.000000 Penalty: 6238.725098
	Iteration 25Q: 3 clusters Score -2.965781e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220247 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -29657848.000000 Penalty: 6238.725098
	Iteration 26Q: 3 clusters Score -2.965785e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220797 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -29657818.000000 Penalty: 6238.725098
	Iteration 27Q: 3 clusters Score -2.965782e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221277 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -29657884.000000 Penalty: 6238.725098
	Iteration 28Q: 3 clusters Score -2.965788e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221677 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -29657916.000000 Penalty: 6238.725098
	Iteration 29Q: 3 clusters Score -2.965792e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222031 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -29657902.000000 Penalty: 6238.725098
	Iteration 30Q: 3 clusters Score -2.96579e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222352 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -29657916.000000 Penalty: 6238.725098
	Iteration 31Q: 3 clusters Score -2.965792e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222636 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -29657938.000000 Penalty: 6238.725098
	Iteration 32Q: 3 clusters Score -2.965794e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222902 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -29657886.000000 Penalty: 6238.725098
	Iteration 33Q: 3 clusters Score -2.965789e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223141 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -29657892.000000 Penalty: 6238.725098
	Iteration 34Q: 3 clusters Score -2.965789e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223376 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -29657884.000000 Penalty: 6238.725098
	Iteration 35Q: 3 clusters Score -2.965788e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223579 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -29657896.000000 Penalty: 6238.725098
	Iteration 36Q: 3 clusters Score -2.96579e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223766 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -29657880.000000 Penalty: 6238.725098
	Iteration 37Q: 3 clusters Score -2.965788e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223957 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -29657928.000000 Penalty: 6238.725098
	Iteration 38Q: 3 clusters Score -2.965793e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224121 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -29657930.000000 Penalty: 6238.725098
	Iteration 39Q: 3 clusters Score -2.965793e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224295 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -29657916.000000 Penalty: 6238.725098
	Iteration 40F: 3 clusters Score -2.965792e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224476 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -29657938.000000 Penalty: 6238.725098
	Iteration 41Q: 3 clusters Score -2.965794e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224627 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -29657974.000000 Penalty: 6238.725098
	Iteration 42Q: 3 clusters Score -2.965797e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224754 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -29657982.000000 Penalty: 6238.725098
	Iteration 43Q: 3 clusters Score -2.965798e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224859 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -29657990.000000 Penalty: 6238.725098
	Iteration 44Q: 3 clusters Score -2.965799e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224948 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -29657952.000000 Penalty: 6238.725098
	Iteration 45Q: 3 clusters Score -2.965795e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225042 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -29657960.000000 Penalty: 6238.725098
	Iteration 46Q: 3 clusters Score -2.965796e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225148 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -29657972.000000 Penalty: 6238.725098
	Iteration 47Q: 3 clusters Score -2.965797e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225241 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -29658006.000000 Penalty: 6238.725098
	Iteration 48Q: 3 clusters Score -2.965801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225330 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -29657988.000000 Penalty: 6238.725098
	Iteration 49Q: 3 clusters Score -2.965799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225412 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -29657986.000000 Penalty: 6238.725098
	Iteration 50Q: 3 clusters Score -2.965799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225492 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -29658016.000000 Penalty: 6238.725098
	Iteration 51Q: 3 clusters Score -2.965802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225573 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -29658008.000000 Penalty: 6238.725098
	Iteration 52Q: 3 clusters Score -2.965801e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225651 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -29657990.000000 Penalty: 6238.725098
	Iteration 53Q: 3 clusters Score -2.965799e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225733 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -29657962.000000 Penalty: 6238.725098
	Iteration 54Q: 3 clusters Score -2.965796e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225804 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -29657994.000000 Penalty: 6238.725098
	Iteration 55Q: 3 clusters Score -2.965799e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225887 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -29658026.000000 Penalty: 6238.725098
	Iteration 56Q: 3 clusters Score -2.965803e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225960 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -29657996.000000 Penalty: 6238.725098
	Iteration 57Q: 3 clusters Score -2.9658e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226040 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -29658016.000000 Penalty: 6238.725098
	Iteration 58Q: 3 clusters Score -2.965802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226125 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -29658000.000000 Penalty: 6238.725098
	Iteration 59Q: 3 clusters Score -2.9658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226213 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -29658014.000000 Penalty: 6238.725098
	Iteration 60F: 3 clusters Score -2.965801e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226285 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -29658068.000000 Penalty: 6238.725098
	Iteration 61Q: 3 clusters Score -2.965807e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226359 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -29658072.000000 Penalty: 6238.725098
	Iteration 62Q: 3 clusters Score -2.965807e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226444 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -29658058.000000 Penalty: 6238.725098
	Iteration 63Q: 3 clusters Score -2.965806e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226531 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -29658032.000000 Penalty: 6238.725098
	Iteration 64Q: 3 clusters Score -2.965803e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226611 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -29658024.000000 Penalty: 6238.725098
	Iteration 65Q: 3 clusters Score -2.965802e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226680 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -29658022.000000 Penalty: 6238.725098
	Iteration 66Q: 3 clusters Score -2.965802e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226737 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -29657998.000000 Penalty: 6238.725098
	Iteration 67Q: 3 clusters Score -2.9658e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226798 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -29658000.000000 Penalty: 6238.725098
	Iteration 68Q: 3 clusters Score -2.9658e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226848 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -29658000.000000 Penalty: 6238.725098
	Iteration 69Q: 3 clusters Score -2.9658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226887 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -29658032.000000 Penalty: 6238.725098
	Iteration 70Q: 3 clusters Score -2.965803e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226929 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -29658036.000000 Penalty: 6238.725098
	Iteration 71Q: 3 clusters Score -2.965804e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226983 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -29658034.000000 Penalty: 6238.725098
	Iteration 72Q: 3 clusters Score -2.965803e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227034 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -29658022.000000 Penalty: 6238.725098
	Iteration 73Q: 3 clusters Score -2.965802e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227076 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -29658012.000000 Penalty: 6238.725098
	Iteration 74Q: 3 clusters Score -2.965801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227114 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -29658022.000000 Penalty: 6238.725098
	Iteration 75Q: 3 clusters Score -2.965802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227151 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -29658020.000000 Penalty: 6238.725098
	Iteration 76Q: 3 clusters Score -2.965802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227185 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -29658018.000000 Penalty: 6238.725098
	Iteration 77Q: 3 clusters Score -2.965802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227216 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -29658006.000000 Penalty: 6238.725098
	Iteration 78Q: 3 clusters Score -2.965801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227255 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -29658002.000000 Penalty: 6238.725098
	Iteration 79Q: 3 clusters Score -2.9658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227290 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -29657998.000000 Penalty: 6238.725098
	Iteration 80F: 3 clusters Score -2.9658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227320 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -29657978.000000 Penalty: 6238.725098
	Iteration 81Q: 3 clusters Score -2.965798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227346 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -29657992.000000 Penalty: 6238.725098
	Iteration 82Q: 3 clusters Score -2.965799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227371 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -29657994.000000 Penalty: 6238.725098
	Iteration 83Q: 3 clusters Score -2.965799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227382 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -29657996.000000 Penalty: 6238.725098
	Iteration 84Q: 3 clusters Score -2.9658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227399 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -29657998.000000 Penalty: 6238.725098
	Iteration 85Q: 3 clusters Score -2.9658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227411 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -29657980.000000 Penalty: 6238.725098
	Iteration 86Q: 3 clusters Score -2.965798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227420 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -29657978.000000 Penalty: 6238.725098
	Iteration 87Q: 3 clusters Score -2.965798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227430 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -29657980.000000 Penalty: 6238.725098
	Iteration 88Q: 3 clusters Score -2.965798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227442 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -29657954.000000 Penalty: 6238.725098
	Iteration 89Q: 3 clusters Score -2.965795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227448 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -29657974.000000 Penalty: 6238.725098
	Iteration 90Q: 3 clusters Score -2.965797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227457 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -29657974.000000 Penalty: 6238.725098
	Iteration 91Q: 3 clusters Score -2.965797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227461 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -29657980.000000 Penalty: 6238.725098
	Iteration 92Q: 3 clusters Score -2.965798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227465 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -29657964.000000 Penalty: 6238.725098
	Iteration 93Q: 3 clusters Score -2.965796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227471 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -29657978.000000 Penalty: 6238.725098
	Iteration 94Q: 3 clusters Score -2.965798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227481 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -29657992.000000 Penalty: 6238.725098
	Iteration 95Q: 3 clusters Score -2.965799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227494 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -29657986.000000 Penalty: 6238.725098
	Iteration 96Q: 3 clusters Score -2.965799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227511 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -29657982.000000 Penalty: 6238.725098
	Iteration 97Q: 3 clusters Score -2.965798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227531 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -29657990.000000 Penalty: 6238.725098
	Iteration 98Q: 3 clusters Score -2.965799e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227556 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -29657976.000000 Penalty: 6238.725098
	Iteration 99Q: 3 clusters Score -2.965798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227568 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -29657964.000000 Penalty: 6238.725098
	Iteration 100F: 3 clusters Score -2.965796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227575 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -29657968.000000 Penalty: 6238.725098
	Iteration 101Q: 3 clusters Score -2.965797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227581 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -29657974.000000 Penalty: 6238.725098
	Iteration 102Q: 3 clusters Score -2.965797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227588 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -29657970.000000 Penalty: 6238.725098
	Iteration 103Q: 3 clusters Score -2.965797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227593 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -29657970.000000 Penalty: 6238.725098
	Iteration 104Q: 3 clusters Score -2.965797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227597 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -29657990.000000 Penalty: 6238.725098
	Iteration 105Q: 3 clusters Score -2.965799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227607 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -29657974.000000 Penalty: 6238.725098
	Iteration 106Q: 3 clusters Score -2.965797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227617 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -29657984.000000 Penalty: 6238.725098
	Iteration 107Q: 3 clusters Score -2.965798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227623 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -29658000.000000 Penalty: 6238.725098
	Iteration 108Q: 3 clusters Score -2.9658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227624 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -29657984.000000 Penalty: 6238.725098
	Iteration 109Q: 3 clusters Score -2.965798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227629 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -29657994.000000 Penalty: 6238.725098
	Iteration 110Q: 3 clusters Score -2.965799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227632 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -29658006.000000 Penalty: 6238.725098
	Iteration 111Q: 3 clusters Score -2.965801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227633 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -29658000.000000 Penalty: 6238.725098
	Iteration 112Q: 3 clusters Score -2.9658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227635 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -29658004.000000 Penalty: 6238.725098
	Iteration 113Q: 3 clusters Score -2.9658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227636 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -29657998.000000 Penalty: 6238.725098
	Iteration 114Q: 3 clusters Score -2.9658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227636 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -29658004.000000 Penalty: 6238.725098
	Iteration 115Q: 3 clusters Score -2.9658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227637 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -29658004.000000 Penalty: 6238.725098
	Iteration 116Q: 3 clusters Score -2.9658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227637 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -29658004.000000 Penalty: 6238.725098
	Iteration 117F: 3 clusters Score -2.9658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Entering Unmasked Estep 
Score: -95853928.000000 Penalty: 95906.046875
Splitting cluster 12 changes total score from -95774560.000000 to -95853928.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (63984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Entering Unmasked Estep 
Score: -6436972.000000 Penalty: 2744.464355
	Iteration 0F: 2 clusters Score -6436972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -6394130.000000 Penalty: 5488.928711
	Iteration 0F: 3 clusters Score -6394130 nChanged 29804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6411826.000000 Penalty: 5488.928711
	Iteration 1F: 3 clusters Score -6411826 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -6415326.000000 Penalty: 5488.928711
	Iteration 2F: 3 clusters Score -6415326 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -6422682.000000 Penalty: 5488.928711
	Iteration 3F: 3 clusters Score -6422682 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6435240.000000 Penalty: 5488.928711
	Iteration 4F: 3 clusters Score -6435240 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -6446903.000000 Penalty: 5488.928711
	Iteration 5F: 3 clusters Score -6446903 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -6453446.000000 Penalty: 5488.928711
	Iteration 6F: 3 clusters Score -6453446 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6457285.500000 Penalty: 5488.928711
	Iteration 7F: 3 clusters Score -6457286 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6459291.000000 Penalty: 5488.928711
	Iteration 8Q: 3 clusters Score -6459291 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6460106.500000 Penalty: 5488.928711
	Iteration 9Q: 3 clusters Score -6460106 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -6460416.500000 Penalty: 5488.928711
	Iteration 10Q: 3 clusters Score -6460416 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -6460537.500000 Penalty: 5488.928711
	Iteration 11Q: 3 clusters Score -6460538 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -6460634.000000 Penalty: 5488.928711
	Iteration 12Q: 3 clusters Score -6460634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -6460634.500000 Penalty: 5488.928711
	Iteration 13Q: 3 clusters Score -6460634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6460659.500000 Penalty: 5488.928711
	Iteration 14Q: 3 clusters Score -6460660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -6460657.500000 Penalty: 5488.928711
	Iteration 15Q: 3 clusters Score -6460658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -6460657.000000 Penalty: 5488.928711
	Iteration 16Q: 3 clusters Score -6460657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -6460655.000000 Penalty: 5488.928711
	Iteration 17Q: 3 clusters Score -6460655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -6460639.000000 Penalty: 5488.928711
	Iteration 18Q: 3 clusters Score -6460639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -6460654.000000 Penalty: 5488.928711
	Iteration 19Q: 3 clusters Score -6460654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -6460651.500000 Penalty: 5488.928711
	Iteration 20F: 3 clusters Score -6460652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -6460644.500000 Penalty: 5488.928711
	Iteration 21Q: 3 clusters Score -6460644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -6460640.000000 Penalty: 5488.928711
	Iteration 22Q: 3 clusters Score -6460640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -6460652.000000 Penalty: 5488.928711
	Iteration 23Q: 3 clusters Score -6460652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -6460653.000000 Penalty: 5488.928711
	Iteration 24Q: 3 clusters Score -6460653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -6460651.500000 Penalty: 5488.928711
	Iteration 25Q: 3 clusters Score -6460652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -6460651.500000 Penalty: 5488.928711
	Iteration 26F: 3 clusters Score -6460652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Entering Unmasked Estep 
Score: -95876624.000000 Penalty: 99331.265625
Splitting cluster 13 changes total score from -95774560.000000 to -95876624.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (23065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Entering Unmasked Estep 
Score: -2129573.250000 Penalty: 2491.425781
	Iteration 0F: 2 clusters Score -2129573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2113528.750000 Penalty: 4982.851562
	Iteration 0F: 3 clusters Score -2113529 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2121254.250000 Penalty: 4982.851562
	Iteration 1F: 3 clusters Score -2121254 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2127703.500000 Penalty: 4982.851562
	Iteration 2F: 3 clusters Score -2127704 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2135672.250000 Penalty: 4982.851562
	Iteration 3F: 3 clusters Score -2135672 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2139754.750000 Penalty: 4982.851562
	Iteration 4F: 3 clusters Score -2139755 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2141764.250000 Penalty: 4982.851562
	Iteration 5F: 3 clusters Score -2141764 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2142859.750000 Penalty: 4982.851562
	Iteration 6Q: 3 clusters Score -2142860 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2143305.000000 Penalty: 4982.851562
	Iteration 7Q: 3 clusters Score -2143305 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2143464.500000 Penalty: 4982.851562
	Iteration 8Q: 3 clusters Score -2143464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2143553.750000 Penalty: 4982.851562
	Iteration 9Q: 3 clusters Score -2143554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2143595.750000 Penalty: 4982.851562
	Iteration 10Q: 3 clusters Score -2143596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2143622.000000 Penalty: 4982.851562
	Iteration 11Q: 3 clusters Score -2143622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2143628.750000 Penalty: 4982.851562
	Iteration 12Q: 3 clusters Score -2143629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2143627.750000 Penalty: 4982.851562
	Iteration 13Q: 3 clusters Score -2143628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2143632.750000 Penalty: 4982.851562
	Iteration 14Q: 3 clusters Score -2143633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2143640.250000 Penalty: 4982.851562
	Iteration 15Q: 3 clusters Score -2143640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2143635.250000 Penalty: 4982.851562
	Iteration 16Q: 3 clusters Score -2143635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2143641.000000 Penalty: 4982.851562
	Iteration 17Q: 3 clusters Score -2143641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2143647.500000 Penalty: 4982.851562
	Iteration 18Q: 3 clusters Score -2143648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2143649.750000 Penalty: 4982.851562
	Iteration 19Q: 3 clusters Score -2143650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2143651.500000 Penalty: 4982.851562
	Iteration 20F: 3 clusters Score -2143652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Mstep: Class 30 contains 17802 members 
Entering Unmasked Estep 
Score: -95889576.000000 Penalty: 102756.476562
Splitting cluster 14 changes total score from -95774560.000000 to -95889576.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (18751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Entering Unmasked Estep 
Score: -1899490.250000 Penalty: 2440.072754
	Iteration 0F: 2 clusters Score -1899490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1886299.250000 Penalty: 4880.145508
	Iteration 0F: 3 clusters Score -1886299 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1890719.375000 Penalty: 4880.145508
	Iteration 1F: 3 clusters Score -1890719 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1891300.500000 Penalty: 4880.145508
	Iteration 2F: 3 clusters Score -1891300 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1892020.000000 Penalty: 4880.145508
	Iteration 3F: 3 clusters Score -1892020 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1893223.125000 Penalty: 4880.145508
	Iteration 4F: 3 clusters Score -1893223 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1895415.000000 Penalty: 4880.145508
	Iteration 5F: 3 clusters Score -1895415 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1899040.250000 Penalty: 4880.145508
	Iteration 6F: 3 clusters Score -1899040 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1903201.250000 Penalty: 4880.145508
	Iteration 7F: 3 clusters Score -1903201 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1907792.875000 Penalty: 4880.145508
	Iteration 8F: 3 clusters Score -1907793 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1911211.875000 Penalty: 4880.145508
	Iteration 9Q: 3 clusters Score -1911212 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1911919.625000 Penalty: 4880.145508
	Iteration 10Q: 3 clusters Score -1911920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1911995.750000 Penalty: 4880.145508
	Iteration 11Q: 3 clusters Score -1911996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1911996.125000 Penalty: 4880.145508
	Iteration 12Q: 3 clusters Score -1911996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1911996.625000 Penalty: 4880.145508
	Iteration 13Q: 3 clusters Score -1911997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1911994.375000 Penalty: 4880.145508
	Iteration 14Q: 3 clusters Score -1911994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1911994.375000 Penalty: 4880.145508
	Iteration 15F: 3 clusters Score -1911994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Mstep: Class 30 contains 17802 members 
Mstep: Class 31 contains 9766 members 
Entering Unmasked Estep 
Score: -95901184.000000 Penalty: 106181.695312
Splitting cluster 15 changes total score from -95774560.000000 to -95901184.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (19545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Entering Unmasked Estep 
Score: -1800693.875000 Penalty: 2450.357910
	Iteration 0F: 2 clusters Score -1800694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1787013.875000 Penalty: 4900.715820
	Iteration 0F: 3 clusters Score -1787014 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1794060.375000 Penalty: 4900.715820
	Iteration 1F: 3 clusters Score -1794060 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1797813.375000 Penalty: 4900.715820
	Iteration 2F: 3 clusters Score -1797813 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1800762.750000 Penalty: 4900.715820
	Iteration 3F: 3 clusters Score -1800763 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1802696.625000 Penalty: 4900.715820
	Iteration 4F: 3 clusters Score -1802697 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1804096.125000 Penalty: 4900.715820
	Iteration 5F: 3 clusters Score -1804096 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1805349.250000 Penalty: 4900.715820
	Iteration 6F: 3 clusters Score -1805349 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1807055.875000 Penalty: 4900.715820
	Iteration 7F: 3 clusters Score -1807056 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1808727.125000 Penalty: 4900.715820
	Iteration 8Q: 3 clusters Score -1808727 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1809154.375000 Penalty: 4900.715820
	Iteration 9Q: 3 clusters Score -1809154 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1809324.625000 Penalty: 4900.715820
	Iteration 10Q: 3 clusters Score -1809325 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1809412.500000 Penalty: 4900.715820
	Iteration 11Q: 3 clusters Score -1809412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1809487.125000 Penalty: 4900.715820
	Iteration 12Q: 3 clusters Score -1809487 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1809574.750000 Penalty: 4900.715820
	Iteration 13Q: 3 clusters Score -1809575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1809633.750000 Penalty: 4900.715820
	Iteration 14Q: 3 clusters Score -1809634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1809658.375000 Penalty: 4900.715820
	Iteration 15Q: 3 clusters Score -1809658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1809674.250000 Penalty: 4900.715820
	Iteration 16Q: 3 clusters Score -1809674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1809681.750000 Penalty: 4900.715820
	Iteration 17Q: 3 clusters Score -1809682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1809688.875000 Penalty: 4900.715820
	Iteration 18Q: 3 clusters Score -1809689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1809686.125000 Penalty: 4900.715820
	Iteration 19Q: 3 clusters Score -1809686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1809687.500000 Penalty: 4900.715820
	Iteration 20F: 3 clusters Score -1809688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1809687.750000 Penalty: 4900.715820
	Iteration 21Q: 3 clusters Score -1809688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1809688.875000 Penalty: 4900.715820
	Iteration 22Q: 3 clusters Score -1809689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1809687.000000 Penalty: 4900.715820
	Iteration 23Q: 3 clusters Score -1809687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1809686.375000 Penalty: 4900.715820
	Iteration 24Q: 3 clusters Score -1809686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1809687.125000 Penalty: 4900.715820
	Iteration 25Q: 3 clusters Score -1809687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1809689.625000 Penalty: 4900.715820
	Iteration 26Q: 3 clusters Score -1809690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1809692.750000 Penalty: 4900.715820
	Iteration 27Q: 3 clusters Score -1809693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1809693.875000 Penalty: 4900.715820
	Iteration 28Q: 3 clusters Score -1809694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1809690.500000 Penalty: 4900.715820
	Iteration 29Q: 3 clusters Score -1809690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1809691.125000 Penalty: 4900.715820
	Iteration 30Q: 3 clusters Score -1809691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1809695.625000 Penalty: 4900.715820
	Iteration 31Q: 3 clusters Score -1809696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1809696.750000 Penalty: 4900.715820
	Iteration 32Q: 3 clusters Score -1809697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1809696.750000 Penalty: 4900.715820
	Iteration 33F: 3 clusters Score -1809697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 87997 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Mstep: Class 30 contains 17802 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 13731 members 
Entering Unmasked Estep 
Score: -95908864.000000 Penalty: 109606.914062
Splitting cluster 16 changes total score from -95774560.000000 to -95908864.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (87997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Entering Unmasked Estep 
Score: -8932197.000000 Penalty: 2823.494385
	Iteration 0F: 2 clusters Score -8932197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8873383.000000 Penalty: 5646.988770
	Iteration 0F: 3 clusters Score -8873383 nChanged 41365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8901660.000000 Penalty: 5646.988770
	Iteration 1F: 3 clusters Score -8901660 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8925477.000000 Penalty: 5646.988770
	Iteration 2F: 3 clusters Score -8925477 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -8963006.000000 Penalty: 5646.988770
	Iteration 3F: 3 clusters Score -8963006 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -8983879.000000 Penalty: 5646.988770
	Iteration 4F: 3 clusters Score -8983879 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -8992290.000000 Penalty: 5646.988770
	Iteration 5F: 3 clusters Score -8992290 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -8997220.000000 Penalty: 5646.988770
	Iteration 6Q: 3 clusters Score -8997220 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -8999167.000000 Penalty: 5646.988770
	Iteration 7Q: 3 clusters Score -8999167 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -8999404.000000 Penalty: 5646.988770
	Iteration 8Q: 3 clusters Score -8999404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -8999480.000000 Penalty: 5646.988770
	Iteration 9Q: 3 clusters Score -8999480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -8999482.000000 Penalty: 5646.988770
	Iteration 10Q: 3 clusters Score -8999482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -8999487.000000 Penalty: 5646.988770
	Iteration 11Q: 3 clusters Score -8999487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -8999488.000000 Penalty: 5646.988770
	Iteration 12Q: 3 clusters Score -8999488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -8999488.000000 Penalty: 5646.988770
	Iteration 13F: 3 clusters Score -8999488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Mstep: Class 30 contains 17802 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 74269 members 
Entering Unmasked Estep 
Score: -95973168.000000 Penalty: 113032.125000
Splitting cluster 17 changes total score from -95774560.000000 to -95973168.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (26035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Entering Unmasked Estep 
Score: -2491006.000000 Penalty: 2521.464844
	Iteration 0F: 2 clusters Score -2491006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2472934.250000 Penalty: 5042.929688
	Iteration 0F: 3 clusters Score -2472934 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2481178.000000 Penalty: 5042.929688
	Iteration 1F: 3 clusters Score -2481178 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2484538.750000 Penalty: 5042.929688
	Iteration 2F: 3 clusters Score -2484539 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2488061.500000 Penalty: 5042.929688
	Iteration 3F: 3 clusters Score -2488062 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2491241.000000 Penalty: 5042.929688
	Iteration 4F: 3 clusters Score -2491241 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2492684.750000 Penalty: 5042.929688
	Iteration 5F: 3 clusters Score -2492685 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2493324.500000 Penalty: 5042.929688
	Iteration 6Q: 3 clusters Score -2493324 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2493722.750000 Penalty: 5042.929688
	Iteration 7Q: 3 clusters Score -2493723 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2494058.250000 Penalty: 5042.929688
	Iteration 8Q: 3 clusters Score -2494058 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2494336.000000 Penalty: 5042.929688
	Iteration 9Q: 3 clusters Score -2494336 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2494580.000000 Penalty: 5042.929688
	Iteration 10Q: 3 clusters Score -2494580 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2494870.750000 Penalty: 5042.929688
	Iteration 11Q: 3 clusters Score -2494871 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2495101.250000 Penalty: 5042.929688
	Iteration 12Q: 3 clusters Score -2495101 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2495257.750000 Penalty: 5042.929688
	Iteration 13Q: 3 clusters Score -2495258 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2495351.250000 Penalty: 5042.929688
	Iteration 14Q: 3 clusters Score -2495351 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2495391.250000 Penalty: 5042.929688
	Iteration 15Q: 3 clusters Score -2495391 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2495426.000000 Penalty: 5042.929688
	Iteration 16Q: 3 clusters Score -2495426 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2495455.000000 Penalty: 5042.929688
	Iteration 17Q: 3 clusters Score -2495455 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2495474.250000 Penalty: 5042.929688
	Iteration 18Q: 3 clusters Score -2495474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2495488.750000 Penalty: 5042.929688
	Iteration 19Q: 3 clusters Score -2495489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2495487.750000 Penalty: 5042.929688
	Iteration 20F: 3 clusters Score -2495488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2495507.500000 Penalty: 5042.929688
	Iteration 21Q: 3 clusters Score -2495508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2495522.500000 Penalty: 5042.929688
	Iteration 22Q: 3 clusters Score -2495522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2495535.250000 Penalty: 5042.929688
	Iteration 23Q: 3 clusters Score -2495535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2495546.750000 Penalty: 5042.929688
	Iteration 24Q: 3 clusters Score -2495547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2495551.500000 Penalty: 5042.929688
	Iteration 25Q: 3 clusters Score -2495552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2495571.500000 Penalty: 5042.929688
	Iteration 26Q: 3 clusters Score -2495572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2495586.000000 Penalty: 5042.929688
	Iteration 27Q: 3 clusters Score -2495586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2495608.500000 Penalty: 5042.929688
	Iteration 28Q: 3 clusters Score -2495608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2495629.500000 Penalty: 5042.929688
	Iteration 29Q: 3 clusters Score -2495630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2495661.000000 Penalty: 5042.929688
	Iteration 30Q: 3 clusters Score -2495661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2495696.250000 Penalty: 5042.929688
	Iteration 31Q: 3 clusters Score -2495696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2495757.750000 Penalty: 5042.929688
	Iteration 32Q: 3 clusters Score -2495758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2495870.500000 Penalty: 5042.929688
	Iteration 33Q: 3 clusters Score -2495870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2496017.250000 Penalty: 5042.929688
	Iteration 34Q: 3 clusters Score -2496017 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2496196.750000 Penalty: 5042.929688
	Iteration 35Q: 3 clusters Score -2496197 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2496427.000000 Penalty: 5042.929688
	Iteration 36Q: 3 clusters Score -2496427 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2496729.500000 Penalty: 5042.929688
	Iteration 37Q: 3 clusters Score -2496730 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2497090.500000 Penalty: 5042.929688
	Iteration 38Q: 3 clusters Score -2497090 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2497489.750000 Penalty: 5042.929688
	Iteration 39Q: 3 clusters Score -2497490 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2497899.000000 Penalty: 5042.929688
	Iteration 40F: 3 clusters Score -2497899 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2498339.500000 Penalty: 5042.929688
	Iteration 41Q: 3 clusters Score -2498340 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2498769.750000 Penalty: 5042.929688
	Iteration 42Q: 3 clusters Score -2498770 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2499133.500000 Penalty: 5042.929688
	Iteration 43Q: 3 clusters Score -2499134 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2499451.000000 Penalty: 5042.929688
	Iteration 44Q: 3 clusters Score -2499451 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2499713.000000 Penalty: 5042.929688
	Iteration 45Q: 3 clusters Score -2499713 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2499919.250000 Penalty: 5042.929688
	Iteration 46Q: 3 clusters Score -2499919 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2500101.000000 Penalty: 5042.929688
	Iteration 47Q: 3 clusters Score -2500101 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2500224.250000 Penalty: 5042.929688
	Iteration 48Q: 3 clusters Score -2500224 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2500280.500000 Penalty: 5042.929688
	Iteration 49Q: 3 clusters Score -2500280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2500328.250000 Penalty: 5042.929688
	Iteration 50Q: 3 clusters Score -2500328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2500361.750000 Penalty: 5042.929688
	Iteration 51Q: 3 clusters Score -2500362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2500395.750000 Penalty: 5042.929688
	Iteration 52Q: 3 clusters Score -2500396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2500402.250000 Penalty: 5042.929688
	Iteration 53Q: 3 clusters Score -2500402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2500424.250000 Penalty: 5042.929688
	Iteration 54Q: 3 clusters Score -2500424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2500422.000000 Penalty: 5042.929688
	Iteration 55Q: 3 clusters Score -2500422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2500424.000000 Penalty: 5042.929688
	Iteration 56Q: 3 clusters Score -2500424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2500439.250000 Penalty: 5042.929688
	Iteration 57Q: 3 clusters Score -2500439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2500447.500000 Penalty: 5042.929688
	Iteration 58Q: 3 clusters Score -2500448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2500447.750000 Penalty: 5042.929688
	Iteration 59Q: 3 clusters Score -2500448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2500495.250000 Penalty: 5042.929688
	Iteration 60F: 3 clusters Score -2500495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2500565.500000 Penalty: 5042.929688
	Iteration 61Q: 3 clusters Score -2500566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2500600.250000 Penalty: 5042.929688
	Iteration 62Q: 3 clusters Score -2500600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2500637.750000 Penalty: 5042.929688
	Iteration 63Q: 3 clusters Score -2500638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2500690.000000 Penalty: 5042.929688
	Iteration 64Q: 3 clusters Score -2500690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2500733.750000 Penalty: 5042.929688
	Iteration 65Q: 3 clusters Score -2500734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2500792.000000 Penalty: 5042.929688
	Iteration 66Q: 3 clusters Score -2500792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2500886.500000 Penalty: 5042.929688
	Iteration 67Q: 3 clusters Score -2500886 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2501049.750000 Penalty: 5042.929688
	Iteration 68Q: 3 clusters Score -2501050 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2501397.250000 Penalty: 5042.929688
	Iteration 69Q: 3 clusters Score -2501397 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2501972.250000 Penalty: 5042.929688
	Iteration 70Q: 3 clusters Score -2501972 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2502490.750000 Penalty: 5042.929688
	Iteration 71Q: 3 clusters Score -2502491 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2502600.750000 Penalty: 5042.929688
	Iteration 72Q: 3 clusters Score -2502601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2502609.750000 Penalty: 5042.929688
	Iteration 73Q: 3 clusters Score -2502610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2502605.000000 Penalty: 5042.929688
	Iteration 74Q: 3 clusters Score -2502605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2502607.750000 Penalty: 5042.929688
	Iteration 75Q: 3 clusters Score -2502608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2502611.000000 Penalty: 5042.929688
	Iteration 76Q: 3 clusters Score -2502611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2502608.000000 Penalty: 5042.929688
	Iteration 77Q: 3 clusters Score -2502608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2502606.500000 Penalty: 5042.929688
	Iteration 78Q: 3 clusters Score -2502606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2502606.500000 Penalty: 5042.929688
	Iteration 79F: 3 clusters Score -2502606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 7959 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Mstep: Class 30 contains 17802 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 74269 members 
Mstep: Class 34 contains 18076 members 
Entering Unmasked Estep 
Score: -95984112.000000 Penalty: 116457.343750
Splitting cluster 18 changes total score from -95774560.000000 to -95984112.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (29459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Entering Unmasked Estep 
Score: -2848959.750000 Penalty: 2552.107178
	Iteration 0F: 2 clusters Score -2848960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2828891.250000 Penalty: 5104.214355
	Iteration 0F: 3 clusters Score -2828891 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2837747.500000 Penalty: 5104.214355
	Iteration 1F: 3 clusters Score -2837748 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2840992.250000 Penalty: 5104.214355
	Iteration 2F: 3 clusters Score -2840992 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2844900.750000 Penalty: 5104.214355
	Iteration 3F: 3 clusters Score -2844901 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2848008.750000 Penalty: 5104.214355
	Iteration 4F: 3 clusters Score -2848009 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2850223.000000 Penalty: 5104.214355
	Iteration 5F: 3 clusters Score -2850223 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2851847.500000 Penalty: 5104.214355
	Iteration 6F: 3 clusters Score -2851848 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2852786.250000 Penalty: 5104.214355
	Iteration 7Q: 3 clusters Score -2852786 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2853328.750000 Penalty: 5104.214355
	Iteration 8Q: 3 clusters Score -2853329 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2853804.500000 Penalty: 5104.214355
	Iteration 9Q: 3 clusters Score -2853804 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2854445.250000 Penalty: 5104.214355
	Iteration 10Q: 3 clusters Score -2854445 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2855642.750000 Penalty: 5104.214355
	Iteration 11Q: 3 clusters Score -2855643 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2856645.000000 Penalty: 5104.214355
	Iteration 12Q: 3 clusters Score -2856645 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2856892.250000 Penalty: 5104.214355
	Iteration 13Q: 3 clusters Score -2856892 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2856955.500000 Penalty: 5104.214355
	Iteration 14Q: 3 clusters Score -2856956 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2856991.750000 Penalty: 5104.214355
	Iteration 15Q: 3 clusters Score -2856992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2856993.500000 Penalty: 5104.214355
	Iteration 16Q: 3 clusters Score -2856994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2857004.750000 Penalty: 5104.214355
	Iteration 17Q: 3 clusters Score -2857005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2857002.000000 Penalty: 5104.214355
	Iteration 18Q: 3 clusters Score -2857002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2857001.000000 Penalty: 5104.214355
	Iteration 19Q: 3 clusters Score -2857001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2857012.250000 Penalty: 5104.214355
	Iteration 20F: 3 clusters Score -2857012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2857020.500000 Penalty: 5104.214355
	Iteration 21Q: 3 clusters Score -2857020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2857018.500000 Penalty: 5104.214355
	Iteration 22Q: 3 clusters Score -2857018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2857013.250000 Penalty: 5104.214355
	Iteration 23Q: 3 clusters Score -2857013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2857016.250000 Penalty: 5104.214355
	Iteration 24Q: 3 clusters Score -2857016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2857010.750000 Penalty: 5104.214355
	Iteration 25Q: 3 clusters Score -2857011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2857012.500000 Penalty: 5104.214355
	Iteration 26Q: 3 clusters Score -2857012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2857016.500000 Penalty: 5104.214355
	Iteration 27Q: 3 clusters Score -2857016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2857017.500000 Penalty: 5104.214355
	Iteration 28Q: 3 clusters Score -2857018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2857014.500000 Penalty: 5104.214355
	Iteration 29Q: 3 clusters Score -2857014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2857017.750000 Penalty: 5104.214355
	Iteration 30Q: 3 clusters Score -2857018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2857014.500000 Penalty: 5104.214355
	Iteration 31Q: 3 clusters Score -2857014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2857013.500000 Penalty: 5104.214355
	Iteration 32Q: 3 clusters Score -2857014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2857013.250000 Penalty: 5104.214355
	Iteration 33Q: 3 clusters Score -2857013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2857016.750000 Penalty: 5104.214355
	Iteration 34Q: 3 clusters Score -2857017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2857017.250000 Penalty: 5104.214355
	Iteration 35Q: 3 clusters Score -2857017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2857016.250000 Penalty: 5104.214355
	Iteration 36Q: 3 clusters Score -2857016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2857011.250000 Penalty: 5104.214355
	Iteration 37Q: 3 clusters Score -2857011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2857012.500000 Penalty: 5104.214355
	Iteration 38Q: 3 clusters Score -2857012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2857010.000000 Penalty: 5104.214355
	Iteration 39Q: 3 clusters Score -2857010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2857027.000000 Penalty: 5104.214355
	Iteration 40F: 3 clusters Score -2857027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2857021.500000 Penalty: 5104.214355
	Iteration 41Q: 3 clusters Score -2857022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2857018.500000 Penalty: 5104.214355
	Iteration 42Q: 3 clusters Score -2857018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2857017.750000 Penalty: 5104.214355
	Iteration 43Q: 3 clusters Score -2857018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2857027.500000 Penalty: 5104.214355
	Iteration 44Q: 3 clusters Score -2857028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2857031.250000 Penalty: 5104.214355
	Iteration 45Q: 3 clusters Score -2857031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2857035.250000 Penalty: 5104.214355
	Iteration 46Q: 3 clusters Score -2857035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2857041.500000 Penalty: 5104.214355
	Iteration 47Q: 3 clusters Score -2857042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2857039.500000 Penalty: 5104.214355
	Iteration 48Q: 3 clusters Score -2857040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2857043.750000 Penalty: 5104.214355
	Iteration 49Q: 3 clusters Score -2857044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2857045.250000 Penalty: 5104.214355
	Iteration 50Q: 3 clusters Score -2857045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2857038.000000 Penalty: 5104.214355
	Iteration 51Q: 3 clusters Score -2857038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2857043.500000 Penalty: 5104.214355
	Iteration 52Q: 3 clusters Score -2857044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2857042.000000 Penalty: 5104.214355
	Iteration 53Q: 3 clusters Score -2857042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2857039.250000 Penalty: 5104.214355
	Iteration 54Q: 3 clusters Score -2857039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2857040.000000 Penalty: 5104.214355
	Iteration 55Q: 3 clusters Score -2857040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2857048.500000 Penalty: 5104.214355
	Iteration 56Q: 3 clusters Score -2857048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2857050.250000 Penalty: 5104.214355
	Iteration 57Q: 3 clusters Score -2857050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2857051.250000 Penalty: 5104.214355
	Iteration 58Q: 3 clusters Score -2857051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2857054.250000 Penalty: 5104.214355
	Iteration 59Q: 3 clusters Score -2857054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2857054.500000 Penalty: 5104.214355
	Iteration 60F: 3 clusters Score -2857054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2857055.500000 Penalty: 5104.214355
	Iteration 61Q: 3 clusters Score -2857056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2857055.500000 Penalty: 5104.214355
	Iteration 62F: 3 clusters Score -2857056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 7959 members 
Mstep: Class 19 contains 16018 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 6611 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 62490 members 
Mstep: Class 29 contains 39869 members 
Mstep: Class 30 contains 17802 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 13731 members 
Mstep: Class 33 contains 74269 members 
Mstep: Class 34 contains 18076 members 
Mstep: Class 35 contains 13441 members 
Entering Unmasked Estep 
Score: -95991080.000000 Penalty: 119882.554688
Splitting cluster 19 changes total score from -95774560.000000 to -95991080.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 90335 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 102666 members 
Mstep: Class 9 contains 13641 members 
Mstep: Class 10 contains 58439 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 227637 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 7959 members 
Mstep: Class 19 contains 16018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96026296.000000 Penalty: 119882.554688
Iteration 39Q: 36 clusters Score -9.60263e+07 nChanged 38683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 92193 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 9796 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 100308 members 
Mstep: Class 9 contains 14860 members 
Mstep: Class 10 contains 60169 members 
Mstep: Class 11 contains 8655 members 
Mstep: Class 12 contains 226305 members 
Mstep: Class 13 contains 25246 members 
Mstep: Class 14 contains 5363 members 
Mstep: Class 15 contains 9008 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 15524 members 
Mstep: Class 18 contains 8889 members 
Mstep: Class 19 contains 16563 members 
Mstep: Class 20 contains 8473 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 8596 members 
Mstep: Class 23 contains 9282 members 
Mstep: Class 24 contains 16346 members 
Mstep: Class 25 contains 6422 members 
Mstep: Class 26 contains 48527 members 
Mstep: Class 27 contains 8116 members 
Mstep: Class 28 contains 59786 members 
Mstep: Class 29 contains 38152 members 
Mstep: Class 30 contains 17789 members 
Mstep: Class 31 contains 10380 members 
Mstep: Class 32 contains 12814 members 
Mstep: Class 33 contains 74623 members 
Mstep: Class 34 contains 17066 members 
Mstep: Class 35 contains 12760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96055880.000000 Penalty: 119882.554688
Iteration 40F: 36 clusters Score -9.605588e+07 nChanged 27871
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 90125 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 23112 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 98441 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 60460 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 223296 members 
Mstep: Class 13 contains 25449 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 8869 members 
Mstep: Class 16 contains 6177 members 
Mstep: Class 17 contains 16385 members 
Mstep: Class 18 contains 9377 members 
Mstep: Class 19 contains 16415 members 
Mstep: Class 20 contains 9300 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 8491 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 16088 members 
Mstep: Class 25 contains 6947 members 
Mstep: Class 26 contains 48202 members 
Mstep: Class 27 contains 8285 members 
Mstep: Class 28 contains 60167 members 
Mstep: Class 29 contains 38753 members 
Mstep: Class 30 contains 19222 members 
Mstep: Class 31 contains 10893 members 
Mstep: Class 32 contains 13109 members 
Mstep: Class 33 contains 74735 members 
Mstep: Class 34 contains 16850 members 
Mstep: Class 35 contains 12666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96067408.000000 Penalty: 119882.554688
Iteration 41Q: 36 clusters Score -9.606741e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 88982 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 24142 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 97145 members 
Mstep: Class 9 contains 14688 members 
Mstep: Class 10 contains 60575 members 
Mstep: Class 11 contains 8357 members 
Mstep: Class 12 contains 221239 members 
Mstep: Class 13 contains 25539 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 8810 members 
Mstep: Class 16 contains 6168 members 
Mstep: Class 17 contains 17544 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 16366 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 8338 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 15989 members 
Mstep: Class 25 contains 7205 members 
Mstep: Class 26 contains 47826 members 
Mstep: Class 27 contains 8285 members 
Mstep: Class 28 contains 60070 members 
Mstep: Class 29 contains 38676 members 
Mstep: Class 30 contains 20640 members 
Mstep: Class 31 contains 11288 members 
Mstep: Class 32 contains 13241 members 
Mstep: Class 33 contains 74813 members 
Mstep: Class 34 contains 16602 members 
Mstep: Class 35 contains 12540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96073288.000000 Penalty: 119882.554688
Iteration 42Q: 36 clusters Score -9.607329e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 88216 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 24906 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 96199 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 60628 members 
Mstep: Class 11 contains 8309 members 
Mstep: Class 12 contains 219549 members 
Mstep: Class 13 contains 25566 members 
Mstep: Class 14 contains 5205 members 
Mstep: Class 15 contains 8773 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 18985 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 16367 members 
Mstep: Class 20 contains 10178 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 8177 members 
Mstep: Class 23 contains 10091 members 
Mstep: Class 24 contains 15946 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 47422 members 
Mstep: Class 27 contains 8247 members 
Mstep: Class 28 contains 59643 members 
Mstep: Class 29 contains 38377 members 
Mstep: Class 30 contains 22166 members 
Mstep: Class 31 contains 11572 members 
Mstep: Class 32 contains 13301 members 
Mstep: Class 33 contains 74964 members 
Mstep: Class 34 contains 16326 members 
Mstep: Class 35 contains 12434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96077568.000000 Penalty: 119882.554688
Iteration 43Q: 36 clusters Score -9.607757e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 87601 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 12281 members 
Mstep: Class 5 contains 25423 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 95563 members 
Mstep: Class 9 contains 14550 members 
Mstep: Class 10 contains 60598 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 218228 members 
Mstep: Class 13 contains 25602 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 6088 members 
Mstep: Class 17 contains 20742 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 16362 members 
Mstep: Class 20 contains 10512 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 10244 members 
Mstep: Class 24 contains 15882 members 
Mstep: Class 25 contains 7416 members 
Mstep: Class 26 contains 46962 members 
Mstep: Class 27 contains 8230 members 
Mstep: Class 28 contains 58758 members 
Mstep: Class 29 contains 37987 members 
Mstep: Class 30 contains 23770 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 13317 members 
Mstep: Class 33 contains 75175 members 
Mstep: Class 34 contains 16067 members 
Mstep: Class 35 contains 12306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96081216.000000 Penalty: 119882.554688
Iteration 44Q: 36 clusters Score -9.608122e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 86954 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 12689 members 
Mstep: Class 5 contains 25845 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 95064 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 60508 members 
Mstep: Class 11 contains 8247 members 
Mstep: Class 12 contains 217198 members 
Mstep: Class 13 contains 25700 members 
Mstep: Class 14 contains 5355 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 16 contains 6063 members 
Mstep: Class 17 contains 22813 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 16335 members 
Mstep: Class 20 contains 10738 members 
Mstep: Class 21 contains 2972 members 
Mstep: Class 22 contains 7916 members 
Mstep: Class 23 contains 10405 members 
Mstep: Class 24 contains 15848 members 
Mstep: Class 25 contains 7491 members 
Mstep: Class 26 contains 46480 members 
Mstep: Class 27 contains 8208 members 
Mstep: Class 28 contains 57505 members 
Mstep: Class 29 contains 37569 members 
Mstep: Class 30 contains 25402 members 
Mstep: Class 31 contains 11902 members 
Mstep: Class 32 contains 13225 members 
Mstep: Class 33 contains 75418 members 
Mstep: Class 34 contains 15829 members 
Mstep: Class 35 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96085160.000000 Penalty: 119882.554688
Iteration 45Q: 36 clusters Score -9.608516e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 86387 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 13016 members 
Mstep: Class 5 contains 26162 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 94672 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 60406 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 216393 members 
Mstep: Class 13 contains 25762 members 
Mstep: Class 14 contains 5454 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 25285 members 
Mstep: Class 18 contains 9745 members 
Mstep: Class 19 contains 16317 members 
Mstep: Class 20 contains 10916 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 7793 members 
Mstep: Class 23 contains 10560 members 
Mstep: Class 24 contains 15818 members 
Mstep: Class 25 contains 7548 members 
Mstep: Class 26 contains 46038 members 
Mstep: Class 27 contains 8181 members 
Mstep: Class 28 contains 55778 members 
Mstep: Class 29 contains 37176 members 
Mstep: Class 30 contains 26920 members 
Mstep: Class 31 contains 12018 members 
Mstep: Class 32 contains 13047 members 
Mstep: Class 33 contains 75639 members 
Mstep: Class 34 contains 15594 members 
Mstep: Class 35 contains 12090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96089144.000000 Penalty: 119882.554688
Iteration 46Q: 36 clusters Score -9.608914e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 85770 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 13280 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 94344 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 10 contains 60354 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 215729 members 
Mstep: Class 13 contains 25858 members 
Mstep: Class 14 contains 5535 members 
Mstep: Class 15 contains 8728 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 28096 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 16314 members 
Mstep: Class 20 contains 11063 members 
Mstep: Class 21 contains 2975 members 
Mstep: Class 22 contains 7692 members 
Mstep: Class 23 contains 10713 members 
Mstep: Class 24 contains 15796 members 
Mstep: Class 25 contains 7583 members 
Mstep: Class 26 contains 45678 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 53658 members 
Mstep: Class 29 contains 36815 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 12122 members 
Mstep: Class 32 contains 12854 members 
Mstep: Class 33 contains 75821 members 
Mstep: Class 34 contains 15369 members 
Mstep: Class 35 contains 11990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96092816.000000 Penalty: 119882.554688
Iteration 47Q: 36 clusters Score -9.609282e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 85078 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 13495 members 
Mstep: Class 5 contains 26729 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 94074 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 60291 members 
Mstep: Class 11 contains 8193 members 
Mstep: Class 12 contains 215139 members 
Mstep: Class 13 contains 25966 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 31138 members 
Mstep: Class 18 contains 9689 members 
Mstep: Class 19 contains 16314 members 
Mstep: Class 20 contains 11205 members 
Mstep: Class 21 contains 2977 members 
Mstep: Class 22 contains 7606 members 
Mstep: Class 23 contains 10869 members 
Mstep: Class 24 contains 15778 members 
Mstep: Class 25 contains 7611 members 
Mstep: Class 26 contains 45375 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 51390 members 
Mstep: Class 29 contains 36490 members 
Mstep: Class 30 contains 29313 members 
Mstep: Class 31 contains 12212 members 
Mstep: Class 32 contains 12662 members 
Mstep: Class 33 contains 75973 members 
Mstep: Class 34 contains 15181 members 
Mstep: Class 35 contains 11888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96097096.000000 Penalty: 119882.554688
Iteration 48Q: 36 clusters Score -9.60971e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 84343 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 13672 members 
Mstep: Class 5 contains 26924 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 93878 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 60310 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 214645 members 
Mstep: Class 13 contains 26104 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 34029 members 
Mstep: Class 18 contains 9650 members 
Mstep: Class 19 contains 16312 members 
Mstep: Class 20 contains 11321 members 
Mstep: Class 21 contains 2980 members 
Mstep: Class 22 contains 7541 members 
Mstep: Class 23 contains 10998 members 
Mstep: Class 24 contains 15772 members 
Mstep: Class 25 contains 7617 members 
Mstep: Class 26 contains 45133 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 49264 members 
Mstep: Class 29 contains 36188 members 
Mstep: Class 30 contains 30173 members 
Mstep: Class 31 contains 12306 members 
Mstep: Class 32 contains 12469 members 
Mstep: Class 33 contains 76113 members 
Mstep: Class 34 contains 15003 members 
Mstep: Class 35 contains 11776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96100320.000000 Penalty: 119882.554688
Iteration 49Q: 36 clusters Score -9.610032e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 83548 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 27113 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 93720 members 
Mstep: Class 9 contains 14241 members 
Mstep: Class 10 contains 60360 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 214184 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 5709 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 36553 members 
Mstep: Class 18 contains 9610 members 
Mstep: Class 19 contains 16303 members 
Mstep: Class 20 contains 11439 members 
Mstep: Class 21 contains 2984 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 11126 members 
Mstep: Class 24 contains 15764 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 44970 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 47550 members 
Mstep: Class 29 contains 35919 members 
Mstep: Class 30 contains 30856 members 
Mstep: Class 31 contains 12399 members 
Mstep: Class 32 contains 12301 members 
Mstep: Class 33 contains 76197 members 
Mstep: Class 34 contains 14850 members 
Mstep: Class 35 contains 11664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96103376.000000 Penalty: 119882.554688
Iteration 50Q: 36 clusters Score -9.610338e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 82707 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 13947 members 
Mstep: Class 5 contains 27311 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 93602 members 
Mstep: Class 9 contains 14244 members 
Mstep: Class 10 contains 60468 members 
Mstep: Class 11 contains 8174 members 
Mstep: Class 12 contains 213787 members 
Mstep: Class 13 contains 26358 members 
Mstep: Class 14 contains 5742 members 
Mstep: Class 15 contains 8696 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 38516 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 7448 members 
Mstep: Class 23 contains 11243 members 
Mstep: Class 24 contains 15765 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 44842 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 46340 members 
Mstep: Class 29 contains 35675 members 
Mstep: Class 30 contains 31450 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 12117 members 
Mstep: Class 33 contains 76247 members 
Mstep: Class 34 contains 14678 members 
Mstep: Class 35 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96105160.000000 Penalty: 119882.554688
Iteration 51Q: 36 clusters Score -9.610516e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 82008 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 27486 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 93490 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 60581 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 213488 members 
Mstep: Class 13 contains 26471 members 
Mstep: Class 14 contains 5766 members 
Mstep: Class 15 contains 8683 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 40001 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 11679 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 11333 members 
Mstep: Class 24 contains 15756 members 
Mstep: Class 25 contains 7642 members 
Mstep: Class 26 contains 44744 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 45482 members 
Mstep: Class 29 contains 35447 members 
Mstep: Class 30 contains 31935 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 11964 members 
Mstep: Class 33 contains 76281 members 
Mstep: Class 34 contains 14524 members 
Mstep: Class 35 contains 11430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96106624.000000 Penalty: 119882.554688
Iteration 52Q: 36 clusters Score -9.610662e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 81387 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 27624 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 93422 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 60710 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 213228 members 
Mstep: Class 13 contains 26601 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 41169 members 
Mstep: Class 18 contains 9504 members 
Mstep: Class 19 contains 16278 members 
Mstep: Class 20 contains 11741 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 7399 members 
Mstep: Class 23 contains 11424 members 
Mstep: Class 24 contains 15737 members 
Mstep: Class 25 contains 7654 members 
Mstep: Class 26 contains 44657 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 44847 members 
Mstep: Class 29 contains 35219 members 
Mstep: Class 30 contains 32342 members 
Mstep: Class 31 contains 12633 members 
Mstep: Class 32 contains 11825 members 
Mstep: Class 33 contains 76310 members 
Mstep: Class 34 contains 14358 members 
Mstep: Class 35 contains 11313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96107880.000000 Penalty: 119882.554688
Iteration 53Q: 36 clusters Score -9.610788e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 80836 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14280 members 
Mstep: Class 5 contains 27731 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 1665 members 
Mstep: Class 8 contains 93375 members 
Mstep: Class 9 contains 14285 members 
Mstep: Class 10 contains 60825 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 212969 members 
Mstep: Class 13 contains 26721 members 
Mstep: Class 14 contains 5790 members 
Mstep: Class 15 contains 8667 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 42154 members 
Mstep: Class 18 contains 9475 members 
Mstep: Class 19 contains 16272 members 
Mstep: Class 20 contains 11792 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 7386 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 15721 members 
Mstep: Class 25 contains 7658 members 
Mstep: Class 26 contains 44566 members 
Mstep: Class 27 contains 8152 members 
Mstep: Class 28 contains 44344 members 
Mstep: Class 29 contains 35027 members 
Mstep: Class 30 contains 32710 members 
Mstep: Class 31 contains 12697 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 76335 members 
Mstep: Class 34 contains 14214 members 
Mstep: Class 35 contains 11182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96108808.000000 Penalty: 119882.554688
Iteration 54Q: 36 clusters Score -9.610881e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 80384 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 27852 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 93333 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 60920 members 
Mstep: Class 11 contains 8159 members 
Mstep: Class 12 contains 212752 members 
Mstep: Class 13 contains 26841 members 
Mstep: Class 14 contains 5797 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 42884 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 16263 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7373 members 
Mstep: Class 23 contains 11618 members 
Mstep: Class 24 contains 15708 members 
Mstep: Class 25 contains 7674 members 
Mstep: Class 26 contains 44509 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 43994 members 
Mstep: Class 29 contains 34838 members 
Mstep: Class 30 contains 33078 members 
Mstep: Class 31 contains 12759 members 
Mstep: Class 32 contains 11606 members 
Mstep: Class 33 contains 76352 members 
Mstep: Class 34 contains 14038 members 
Mstep: Class 35 contains 11048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109152.000000 Penalty: 119882.554688
Iteration 55Q: 36 clusters Score -9.610915e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 79949 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 27947 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 93304 members 
Mstep: Class 9 contains 14299 members 
Mstep: Class 10 contains 61006 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 212515 members 
Mstep: Class 13 contains 26969 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 8653 members 
Mstep: Class 16 contains 5913 members 
Mstep: Class 17 contains 43490 members 
Mstep: Class 18 contains 9408 members 
Mstep: Class 19 contains 16261 members 
Mstep: Class 20 contains 11859 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7363 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 15700 members 
Mstep: Class 25 contains 7672 members 
Mstep: Class 26 contains 44449 members 
Mstep: Class 27 contains 8150 members 
Mstep: Class 28 contains 43758 members 
Mstep: Class 29 contains 34673 members 
Mstep: Class 30 contains 33440 members 
Mstep: Class 31 contains 12816 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 76364 members 
Mstep: Class 34 contains 13862 members 
Mstep: Class 35 contains 10909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109280.000000 Penalty: 119882.554688
Iteration 56Q: 36 clusters Score -9.610928e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 79556 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14551 members 
Mstep: Class 5 contains 28033 members 
Mstep: Class 6 contains 4913 members 
Mstep: Class 7 contains 1670 members 
Mstep: Class 8 contains 93296 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 61096 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 212317 members 
Mstep: Class 13 contains 27114 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 43948 members 
Mstep: Class 18 contains 9364 members 
Mstep: Class 19 contains 16251 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 15686 members 
Mstep: Class 25 contains 7667 members 
Mstep: Class 26 contains 44404 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 43604 members 
Mstep: Class 29 contains 34510 members 
Mstep: Class 30 contains 33752 members 
Mstep: Class 31 contains 12864 members 
Mstep: Class 32 contains 11478 members 
Mstep: Class 33 contains 76382 members 
Mstep: Class 34 contains 13718 members 
Mstep: Class 35 contains 10787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109952.000000 Penalty: 119882.554688
Iteration 57Q: 36 clusters Score -9.610995e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 79209 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14618 members 
Mstep: Class 5 contains 28068 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 93294 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 61200 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 212172 members 
Mstep: Class 13 contains 27270 members 
Mstep: Class 14 contains 5814 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 5894 members 
Mstep: Class 17 contains 44279 members 
Mstep: Class 18 contains 9326 members 
Mstep: Class 19 contains 16258 members 
Mstep: Class 20 contains 11908 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 11805 members 
Mstep: Class 24 contains 15675 members 
Mstep: Class 25 contains 7669 members 
Mstep: Class 26 contains 44362 members 
Mstep: Class 27 contains 8158 members 
Mstep: Class 28 contains 43519 members 
Mstep: Class 29 contains 34365 members 
Mstep: Class 30 contains 34013 members 
Mstep: Class 31 contains 12899 members 
Mstep: Class 32 contains 11419 members 
Mstep: Class 33 contains 76400 members 
Mstep: Class 34 contains 13610 members 
Mstep: Class 35 contains 10622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96110552.000000 Penalty: 119882.554688
Iteration 58Q: 36 clusters Score -9.611055e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 78840 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14680 members 
Mstep: Class 5 contains 28099 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 93291 members 
Mstep: Class 9 contains 14230 members 
Mstep: Class 10 contains 61314 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 212053 members 
Mstep: Class 13 contains 27414 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 44509 members 
Mstep: Class 18 contains 9296 members 
Mstep: Class 19 contains 16276 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7339 members 
Mstep: Class 23 contains 11874 members 
Mstep: Class 24 contains 15661 members 
Mstep: Class 25 contains 7666 members 
Mstep: Class 26 contains 44332 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 43500 members 
Mstep: Class 29 contains 34231 members 
Mstep: Class 30 contains 34221 members 
Mstep: Class 31 contains 12929 members 
Mstep: Class 32 contains 11381 members 
Mstep: Class 33 contains 76430 members 
Mstep: Class 34 contains 13536 members 
Mstep: Class 35 contains 10441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96111248.000000 Penalty: 119882.554688
Iteration 59Q: 36 clusters Score -9.611125e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 78493 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14736 members 
Mstep: Class 5 contains 28114 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 93283 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 61443 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 211945 members 
Mstep: Class 13 contains 27540 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 44684 members 
Mstep: Class 18 contains 9279 members 
Mstep: Class 19 contains 16291 members 
Mstep: Class 20 contains 11962 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7329 members 
Mstep: Class 23 contains 11955 members 
Mstep: Class 24 contains 15650 members 
Mstep: Class 25 contains 7671 members 
Mstep: Class 26 contains 44294 members 
Mstep: Class 27 contains 8166 members 
Mstep: Class 28 contains 43518 members 
Mstep: Class 29 contains 34099 members 
Mstep: Class 30 contains 34390 members 
Mstep: Class 31 contains 12956 members 
Mstep: Class 32 contains 11347 members 
Mstep: Class 33 contains 76453 members 
Mstep: Class 34 contains 13500 members 
Mstep: Class 35 contains 10271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113144.000000 Penalty: 119882.554688
Iteration 60F: 36 clusters Score -9.611314e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 77788 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 14792 members 
Mstep: Class 5 contains 28124 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 93272 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 61568 members 
Mstep: Class 11 contains 8103 members 
Mstep: Class 12 contains 211745 members 
Mstep: Class 13 contains 27686 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 46053 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 16303 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7321 members 
Mstep: Class 23 contains 12047 members 
Mstep: Class 24 contains 15632 members 
Mstep: Class 25 contains 7660 members 
Mstep: Class 26 contains 44233 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 42543 members 
Mstep: Class 29 contains 33992 members 
Mstep: Class 30 contains 34814 members 
Mstep: Class 31 contains 12982 members 
Mstep: Class 32 contains 11280 members 
Mstep: Class 33 contains 76467 members 
Mstep: Class 34 contains 13473 members 
Mstep: Class 35 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96114352.000000 Penalty: 119882.554688
Iteration 61Q: 36 clusters Score -9.611435e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 77171 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 28146 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 93265 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 61682 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 12 contains 211564 members 
Mstep: Class 13 contains 27804 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 8620 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 47279 members 
Mstep: Class 18 contains 9264 members 
Mstep: Class 19 contains 16321 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 12150 members 
Mstep: Class 24 contains 15626 members 
Mstep: Class 25 contains 7657 members 
Mstep: Class 26 contains 44166 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 41700 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 35143 members 
Mstep: Class 31 contains 13010 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 76508 members 
Mstep: Class 34 contains 13441 members 
Mstep: Class 35 contains 9857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96115296.000000 Penalty: 119882.554688
Iteration 62Q: 36 clusters Score -9.61153e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 76628 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 5 contains 28169 members 
Mstep: Class 6 contains 5381 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 93261 members 
Mstep: Class 9 contains 14058 members 
Mstep: Class 10 contains 61802 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 211444 members 
Mstep: Class 13 contains 27892 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 8618 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 48377 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 16340 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7314 members 
Mstep: Class 23 contains 12254 members 
Mstep: Class 24 contains 15624 members 
Mstep: Class 25 contains 7648 members 
Mstep: Class 26 contains 44109 members 
Mstep: Class 27 contains 8166 members 
Mstep: Class 28 contains 40906 members 
Mstep: Class 29 contains 33776 members 
Mstep: Class 30 contains 35411 members 
Mstep: Class 31 contains 13035 members 
Mstep: Class 32 contains 11155 members 
Mstep: Class 33 contains 76547 members 
Mstep: Class 34 contains 13411 members 
Mstep: Class 35 contains 9682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96116224.000000 Penalty: 119882.554688
Iteration 63Q: 36 clusters Score -9.611622e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 76077 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 28189 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 93262 members 
Mstep: Class 9 contains 14040 members 
Mstep: Class 10 contains 61923 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 211314 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 8617 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 49402 members 
Mstep: Class 18 contains 9240 members 
Mstep: Class 19 contains 16360 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 15620 members 
Mstep: Class 25 contains 7621 members 
Mstep: Class 26 contains 44061 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 40243 members 
Mstep: Class 29 contains 33674 members 
Mstep: Class 30 contains 35656 members 
Mstep: Class 31 contains 13073 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 76578 members 
Mstep: Class 34 contains 13372 members 
Mstep: Class 35 contains 9538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96117144.000000 Penalty: 119882.554688
Iteration 64Q: 36 clusters Score -9.611714e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 75603 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 28203 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 93260 members 
Mstep: Class 9 contains 14026 members 
Mstep: Class 10 contains 62025 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 211208 members 
Mstep: Class 13 contains 27994 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 50341 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 16376 members 
Mstep: Class 20 contains 12017 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7306 members 
Mstep: Class 23 contains 12434 members 
Mstep: Class 24 contains 15618 members 
Mstep: Class 25 contains 7610 members 
Mstep: Class 26 contains 44023 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 39634 members 
Mstep: Class 29 contains 33574 members 
Mstep: Class 30 contains 35877 members 
Mstep: Class 31 contains 13105 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 76606 members 
Mstep: Class 34 contains 13315 members 
Mstep: Class 35 contains 9430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96118040.000000 Penalty: 119882.554688
Iteration 65Q: 36 clusters Score -9.611804e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 75184 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15067 members 
Mstep: Class 5 contains 28211 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 93260 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 62139 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 211084 members 
Mstep: Class 13 contains 28026 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 8609 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 51211 members 
Mstep: Class 18 contains 9226 members 
Mstep: Class 19 contains 16384 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7304 members 
Mstep: Class 23 contains 12507 members 
Mstep: Class 24 contains 15622 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 43991 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 39098 members 
Mstep: Class 29 contains 33472 members 
Mstep: Class 30 contains 36093 members 
Mstep: Class 31 contains 13132 members 
Mstep: Class 32 contains 10999 members 
Mstep: Class 33 contains 76622 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 9325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96118504.000000 Penalty: 119882.554688
Iteration 66Q: 36 clusters Score -9.61185e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 74799 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15118 members 
Mstep: Class 5 contains 28218 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 93264 members 
Mstep: Class 9 contains 14044 members 
Mstep: Class 10 contains 62251 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 211003 members 
Mstep: Class 13 contains 28061 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 51961 members 
Mstep: Class 18 contains 9220 members 
Mstep: Class 19 contains 16383 members 
Mstep: Class 20 contains 12021 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 12572 members 
Mstep: Class 24 contains 15631 members 
Mstep: Class 25 contains 7578 members 
Mstep: Class 26 contains 43973 members 
Mstep: Class 27 contains 8172 members 
Mstep: Class 28 contains 38635 members 
Mstep: Class 29 contains 33386 members 
Mstep: Class 30 contains 36267 members 
Mstep: Class 31 contains 13145 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 76647 members 
Mstep: Class 34 contains 13173 members 
Mstep: Class 35 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96118968.000000 Penalty: 119882.554688
Iteration 67Q: 36 clusters Score -9.611897e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 74507 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15160 members 
Mstep: Class 5 contains 28225 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 93263 members 
Mstep: Class 9 contains 14046 members 
Mstep: Class 10 contains 62349 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 210923 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 52603 members 
Mstep: Class 18 contains 9218 members 
Mstep: Class 19 contains 16388 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7302 members 
Mstep: Class 23 contains 12631 members 
Mstep: Class 24 contains 15633 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 43946 members 
Mstep: Class 27 contains 8172 members 
Mstep: Class 28 contains 38222 members 
Mstep: Class 29 contains 33309 members 
Mstep: Class 30 contains 36441 members 
Mstep: Class 31 contains 13162 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 76670 members 
Mstep: Class 34 contains 13093 members 
Mstep: Class 35 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96119392.000000 Penalty: 119882.554688
Iteration 68Q: 36 clusters Score -9.611939e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 74208 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15197 members 
Mstep: Class 5 contains 28223 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 93262 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 62431 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 210845 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 8598 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 53133 members 
Mstep: Class 18 contains 9216 members 
Mstep: Class 19 contains 16390 members 
Mstep: Class 20 contains 12022 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7302 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 15633 members 
Mstep: Class 25 contains 7570 members 
Mstep: Class 26 contains 43929 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 37932 members 
Mstep: Class 29 contains 33252 members 
Mstep: Class 30 contains 36602 members 
Mstep: Class 31 contains 13174 members 
Mstep: Class 32 contains 10909 members 
Mstep: Class 33 contains 76701 members 
Mstep: Class 34 contains 13012 members 
Mstep: Class 35 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96119728.000000 Penalty: 119882.554688
Iteration 69Q: 36 clusters Score -9.611973e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 73928 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15231 members 
Mstep: Class 5 contains 28226 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 93260 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 62518 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 210756 members 
Mstep: Class 13 contains 28152 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 8598 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 53610 members 
Mstep: Class 18 contains 9216 members 
Mstep: Class 19 contains 16389 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12743 members 
Mstep: Class 24 contains 15630 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 43909 members 
Mstep: Class 27 contains 8176 members 
Mstep: Class 28 contains 37678 members 
Mstep: Class 29 contains 33193 members 
Mstep: Class 30 contains 36734 members 
Mstep: Class 31 contains 13189 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 76724 members 
Mstep: Class 34 contains 12945 members 
Mstep: Class 35 contains 9048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120008.000000 Penalty: 119882.554688
Iteration 70Q: 36 clusters Score -9.612001e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 73693 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15259 members 
Mstep: Class 5 contains 28239 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 93262 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 62591 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 210698 members 
Mstep: Class 13 contains 28178 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 54000 members 
Mstep: Class 18 contains 9215 members 
Mstep: Class 19 contains 16384 members 
Mstep: Class 20 contains 12070 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12789 members 
Mstep: Class 24 contains 15632 members 
Mstep: Class 25 contains 7566 members 
Mstep: Class 26 contains 43888 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 37454 members 
Mstep: Class 29 contains 33145 members 
Mstep: Class 30 contains 36847 members 
Mstep: Class 31 contains 13199 members 
Mstep: Class 32 contains 10856 members 
Mstep: Class 33 contains 76744 members 
Mstep: Class 34 contains 12879 members 
Mstep: Class 35 contains 9006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120304.000000 Penalty: 119882.554688
Iteration 71Q: 36 clusters Score -9.61203e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 73506 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15283 members 
Mstep: Class 5 contains 28251 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 93259 members 
Mstep: Class 9 contains 14069 members 
Mstep: Class 10 contains 62679 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 210658 members 
Mstep: Class 13 contains 28203 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 54290 members 
Mstep: Class 18 contains 9215 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 12107 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12834 members 
Mstep: Class 24 contains 15631 members 
Mstep: Class 25 contains 7567 members 
Mstep: Class 26 contains 43869 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 37272 members 
Mstep: Class 29 contains 33086 members 
Mstep: Class 30 contains 36954 members 
Mstep: Class 31 contains 13210 members 
Mstep: Class 32 contains 10841 members 
Mstep: Class 33 contains 76763 members 
Mstep: Class 34 contains 12824 members 
Mstep: Class 35 contains 8964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120464.000000 Penalty: 119882.554688
Iteration 72Q: 36 clusters Score -9.612046e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 73345 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 28253 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 93260 members 
Mstep: Class 9 contains 14069 members 
Mstep: Class 10 contains 62766 members 
Mstep: Class 11 contains 7999 members 
Mstep: Class 12 contains 210619 members 
Mstep: Class 13 contains 28218 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 9218 members 
Mstep: Class 19 contains 16384 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12881 members 
Mstep: Class 24 contains 15626 members 
Mstep: Class 25 contains 7560 members 
Mstep: Class 26 contains 43852 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 37127 members 
Mstep: Class 29 contains 33029 members 
Mstep: Class 30 contains 37044 members 
Mstep: Class 31 contains 13220 members 
Mstep: Class 32 contains 10826 members 
Mstep: Class 33 contains 76778 members 
Mstep: Class 34 contains 12764 members 
Mstep: Class 35 contains 8928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120592.000000 Penalty: 119882.554688
Iteration 73Q: 36 clusters Score -9.612059e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 73198 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15325 members 
Mstep: Class 5 contains 28255 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 93255 members 
Mstep: Class 9 contains 14066 members 
Mstep: Class 10 contains 62860 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 210601 members 
Mstep: Class 13 contains 28241 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 54753 members 
Mstep: Class 18 contains 9222 members 
Mstep: Class 19 contains 16386 members 
Mstep: Class 20 contains 12164 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12912 members 
Mstep: Class 24 contains 15611 members 
Mstep: Class 25 contains 7557 members 
Mstep: Class 26 contains 43831 members 
Mstep: Class 27 contains 8180 members 
Mstep: Class 28 contains 37005 members 
Mstep: Class 29 contains 32975 members 
Mstep: Class 30 contains 37138 members 
Mstep: Class 31 contains 13229 members 
Mstep: Class 32 contains 10810 members 
Mstep: Class 33 contains 76793 members 
Mstep: Class 34 contains 12714 members 
Mstep: Class 35 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120832.000000 Penalty: 119882.554688
Iteration 74Q: 36 clusters Score -9.612083e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 73047 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15337 members 
Mstep: Class 5 contains 28255 members 
Mstep: Class 6 contains 5438 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 93252 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 62940 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 210580 members 
Mstep: Class 13 contains 28273 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 54930 members 
Mstep: Class 18 contains 9223 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 12182 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12942 members 
Mstep: Class 24 contains 15601 members 
Mstep: Class 25 contains 7563 members 
Mstep: Class 26 contains 43808 members 
Mstep: Class 27 contains 8180 members 
Mstep: Class 28 contains 36902 members 
Mstep: Class 29 contains 32937 members 
Mstep: Class 30 contains 37233 members 
Mstep: Class 31 contains 13237 members 
Mstep: Class 32 contains 10798 members 
Mstep: Class 33 contains 76805 members 
Mstep: Class 34 contains 12680 members 
Mstep: Class 35 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96121104.000000 Penalty: 119882.554688
Iteration 75Q: 36 clusters Score -9.61211e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 72931 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 28254 members 
Mstep: Class 6 contains 5427 members 
Mstep: Class 7 contains 2230 members 
Mstep: Class 8 contains 93254 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 63009 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 210564 members 
Mstep: Class 13 contains 28288 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 55077 members 
Mstep: Class 18 contains 9226 members 
Mstep: Class 19 contains 16376 members 
Mstep: Class 20 contains 12199 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12971 members 
Mstep: Class 24 contains 15595 members 
Mstep: Class 25 contains 7561 members 
Mstep: Class 26 contains 43797 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 36814 members 
Mstep: Class 29 contains 32889 members 
Mstep: Class 30 contains 37308 members 
Mstep: Class 31 contains 13247 members 
Mstep: Class 32 contains 10781 members 
Mstep: Class 33 contains 76811 members 
Mstep: Class 34 contains 12650 members 
Mstep: Class 35 contains 8836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120968.000000 Penalty: 119882.554688
Iteration 76Q: 36 clusters Score -9.612097e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 72832 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15374 members 
Mstep: Class 5 contains 28254 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 93253 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 63071 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 210572 members 
Mstep: Class 13 contains 28301 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 9226 members 
Mstep: Class 19 contains 16375 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 12990 members 
Mstep: Class 24 contains 15585 members 
Mstep: Class 25 contains 7559 members 
Mstep: Class 26 contains 43784 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 36708 members 
Mstep: Class 29 contains 32844 members 
Mstep: Class 30 contains 37370 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 10772 members 
Mstep: Class 33 contains 76821 members 
Mstep: Class 34 contains 12635 members 
Mstep: Class 35 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96121088.000000 Penalty: 119882.554688
Iteration 77Q: 36 clusters Score -9.612109e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 72725 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15381 members 
Mstep: Class 5 contains 28249 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 93256 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 63155 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 210578 members 
Mstep: Class 13 contains 28310 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 55297 members 
Mstep: Class 18 contains 9226 members 
Mstep: Class 19 contains 16376 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 15578 members 
Mstep: Class 25 contains 7555 members 
Mstep: Class 26 contains 43752 members 
Mstep: Class 27 contains 8178 members 
Mstep: Class 28 contains 36628 members 
Mstep: Class 29 contains 32807 members 
Mstep: Class 30 contains 37442 members 
Mstep: Class 31 contains 13263 members 
Mstep: Class 32 contains 10766 members 
Mstep: Class 33 contains 76830 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96120984.000000 Penalty: 119882.554688
Iteration 78Q: 36 clusters Score -9.612098e+07 nChanged 734
Entering ConstructFrom: 
Score: -96120984.000000 Penalty: 119882.554688
Entering ConstructFrom: 
Trying to split cluster 1 (11903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Entering Unmasked Estep 
Score: -1103003.375000 Penalty: 2327.367188
	Iteration 0F: 2 clusters Score -1103003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1094151.125000 Penalty: 4654.734375
	Iteration 0F: 3 clusters Score -1094151 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1097128.500000 Penalty: 4654.734375
	Iteration 1F: 3 clusters Score -1097128 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1097758.250000 Penalty: 4654.734375
	Iteration 2F: 3 clusters Score -1097758 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1098419.500000 Penalty: 4654.734375
	Iteration 3F: 3 clusters Score -1098420 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1099189.750000 Penalty: 4654.734375
	Iteration 4F: 3 clusters Score -1099190 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1100019.750000 Penalty: 4654.734375
	Iteration 5F: 3 clusters Score -1100020 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1100913.375000 Penalty: 4654.734375
	Iteration 6F: 3 clusters Score -1100913 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1101767.875000 Penalty: 4654.734375
	Iteration 7F: 3 clusters Score -1101768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1102602.125000 Penalty: 4654.734375
	Iteration 8Q: 3 clusters Score -1102602 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1103292.875000 Penalty: 4654.734375
	Iteration 9Q: 3 clusters Score -1103293 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1103750.000000 Penalty: 4654.734375
	Iteration 10Q: 3 clusters Score -1103750 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1103984.500000 Penalty: 4654.734375
	Iteration 11Q: 3 clusters Score -1103984 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1104114.875000 Penalty: 4654.734375
	Iteration 12Q: 3 clusters Score -1104115 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1104181.500000 Penalty: 4654.734375
	Iteration 13Q: 3 clusters Score -1104182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1104208.625000 Penalty: 4654.734375
	Iteration 14Q: 3 clusters Score -1104209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1104226.500000 Penalty: 4654.734375
	Iteration 15Q: 3 clusters Score -1104226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1104234.500000 Penalty: 4654.734375
	Iteration 16Q: 3 clusters Score -1104234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1104243.375000 Penalty: 4654.734375
	Iteration 17Q: 3 clusters Score -1104243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1104244.625000 Penalty: 4654.734375
	Iteration 18Q: 3 clusters Score -1104245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1104251.625000 Penalty: 4654.734375
	Iteration 19Q: 3 clusters Score -1104252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1104253.250000 Penalty: 4654.734375
	Iteration 20F: 3 clusters Score -1104253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1104258.500000 Penalty: 4654.734375
	Iteration 21Q: 3 clusters Score -1104258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1104259.875000 Penalty: 4654.734375
	Iteration 22Q: 3 clusters Score -1104260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1104262.625000 Penalty: 4654.734375
	Iteration 23Q: 3 clusters Score -1104263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1104260.375000 Penalty: 4654.734375
	Iteration 24Q: 3 clusters Score -1104260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1104262.125000 Penalty: 4654.734375
	Iteration 25Q: 3 clusters Score -1104262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1104264.375000 Penalty: 4654.734375
	Iteration 26Q: 3 clusters Score -1104264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1104263.125000 Penalty: 4654.734375
	Iteration 27Q: 3 clusters Score -1104263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1104263.750000 Penalty: 4654.734375
	Iteration 28Q: 3 clusters Score -1104264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1104263.750000 Penalty: 4654.734375
	Iteration 29F: 3 clusters Score -1104264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 28246 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 63265 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Entering Unmasked Estep 
Score: -96121456.000000 Penalty: 123307.773438
Splitting cluster 1 changes total score from -96120984.000000 to -96121456.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (72634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Entering Unmasked Estep 
Score: -6746929.500000 Penalty: 2775.910889
	Iteration 0F: 2 clusters Score -6746930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -6698371.500000 Penalty: 5551.821777
	Iteration 0F: 3 clusters Score -6698372 nChanged 34006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -6718738.500000 Penalty: 5551.821777
	Iteration 1F: 3 clusters Score -6718738 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -6720645.500000 Penalty: 5551.821777
	Iteration 2F: 3 clusters Score -6720646 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6722767.500000 Penalty: 5551.821777
	Iteration 3F: 3 clusters Score -6722768 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -6725268.500000 Penalty: 5551.821777
	Iteration 4F: 3 clusters Score -6725268 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -6727775.500000 Penalty: 5551.821777
	Iteration 5F: 3 clusters Score -6727776 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -6729940.000000 Penalty: 5551.821777
	Iteration 6F: 3 clusters Score -6729940 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -6731631.500000 Penalty: 5551.821777
	Iteration 7F: 3 clusters Score -6731632 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6732888.000000 Penalty: 5551.821777
	Iteration 8Q: 3 clusters Score -6732888 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -6733771.000000 Penalty: 5551.821777
	Iteration 9Q: 3 clusters Score -6733771 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -6734473.000000 Penalty: 5551.821777
	Iteration 10Q: 3 clusters Score -6734473 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -6735052.000000 Penalty: 5551.821777
	Iteration 11Q: 3 clusters Score -6735052 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -6735469.500000 Penalty: 5551.821777
	Iteration 12Q: 3 clusters Score -6735470 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -6735785.000000 Penalty: 5551.821777
	Iteration 13Q: 3 clusters Score -6735785 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -6736002.500000 Penalty: 5551.821777
	Iteration 14Q: 3 clusters Score -6736002 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -6736225.000000 Penalty: 5551.821777
	Iteration 15Q: 3 clusters Score -6736225 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6736321.000000 Penalty: 5551.821777
	Iteration 16Q: 3 clusters Score -6736321 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -6736418.500000 Penalty: 5551.821777
	Iteration 17Q: 3 clusters Score -6736418 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -6736518.000000 Penalty: 5551.821777
	Iteration 18Q: 3 clusters Score -6736518 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -6736652.000000 Penalty: 5551.821777
	Iteration 19Q: 3 clusters Score -6736652 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -6736714.000000 Penalty: 5551.821777
	Iteration 20F: 3 clusters Score -6736714 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6736833.500000 Penalty: 5551.821777
	Iteration 21Q: 3 clusters Score -6736834 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6736952.500000 Penalty: 5551.821777
	Iteration 22Q: 3 clusters Score -6736952 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6737047.500000 Penalty: 5551.821777
	Iteration 23Q: 3 clusters Score -6737048 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -6737135.000000 Penalty: 5551.821777
	Iteration 24Q: 3 clusters Score -6737135 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6737258.500000 Penalty: 5551.821777
	Iteration 25Q: 3 clusters Score -6737258 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -6737362.500000 Penalty: 5551.821777
	Iteration 26Q: 3 clusters Score -6737362 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6737486.500000 Penalty: 5551.821777
	Iteration 27Q: 3 clusters Score -6737486 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -6737588.000000 Penalty: 5551.821777
	Iteration 28Q: 3 clusters Score -6737588 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -6737736.000000 Penalty: 5551.821777
	Iteration 29Q: 3 clusters Score -6737736 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -6737867.500000 Penalty: 5551.821777
	Iteration 30Q: 3 clusters Score -6737868 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -6737962.500000 Penalty: 5551.821777
	Iteration 31Q: 3 clusters Score -6737962 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -6738083.500000 Penalty: 5551.821777
	Iteration 32Q: 3 clusters Score -6738084 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -6738243.500000 Penalty: 5551.821777
	Iteration 33Q: 3 clusters Score -6738244 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -6738331.000000 Penalty: 5551.821777
	Iteration 34Q: 3 clusters Score -6738331 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6738422.000000 Penalty: 5551.821777
	Iteration 35Q: 3 clusters Score -6738422 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -6738469.500000 Penalty: 5551.821777
	Iteration 36Q: 3 clusters Score -6738470 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6738546.500000 Penalty: 5551.821777
	Iteration 37Q: 3 clusters Score -6738546 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -6738646.000000 Penalty: 5551.821777
	Iteration 38Q: 3 clusters Score -6738646 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -6738770.500000 Penalty: 5551.821777
	Iteration 39Q: 3 clusters Score -6738770 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -6738865.500000 Penalty: 5551.821777
	Iteration 40F: 3 clusters Score -6738866 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6739006.500000 Penalty: 5551.821777
	Iteration 41Q: 3 clusters Score -6739006 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -6739073.500000 Penalty: 5551.821777
	Iteration 42Q: 3 clusters Score -6739074 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -6739191.500000 Penalty: 5551.821777
	Iteration 43Q: 3 clusters Score -6739192 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6739335.000000 Penalty: 5551.821777
	Iteration 44Q: 3 clusters Score -6739335 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6739466.000000 Penalty: 5551.821777
	Iteration 45Q: 3 clusters Score -6739466 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -6739599.000000 Penalty: 5551.821777
	Iteration 46Q: 3 clusters Score -6739599 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -6739752.000000 Penalty: 5551.821777
	Iteration 47Q: 3 clusters Score -6739752 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -6739914.500000 Penalty: 5551.821777
	Iteration 48Q: 3 clusters Score -6739914 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6740075.500000 Penalty: 5551.821777
	Iteration 49Q: 3 clusters Score -6740076 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6740265.500000 Penalty: 5551.821777
	Iteration 50Q: 3 clusters Score -6740266 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -6740435.500000 Penalty: 5551.821777
	Iteration 51Q: 3 clusters Score -6740436 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6740649.500000 Penalty: 5551.821777
	Iteration 52Q: 3 clusters Score -6740650 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -6740856.500000 Penalty: 5551.821777
	Iteration 53Q: 3 clusters Score -6740856 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -6741004.500000 Penalty: 5551.821777
	Iteration 54Q: 3 clusters Score -6741004 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6741182.500000 Penalty: 5551.821777
	Iteration 55Q: 3 clusters Score -6741182 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -6741306.000000 Penalty: 5551.821777
	Iteration 56Q: 3 clusters Score -6741306 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -6741509.000000 Penalty: 5551.821777
	Iteration 57Q: 3 clusters Score -6741509 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -6741674.000000 Penalty: 5551.821777
	Iteration 58Q: 3 clusters Score -6741674 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6741896.500000 Penalty: 5551.821777
	Iteration 59Q: 3 clusters Score -6741896 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -6742112.500000 Penalty: 5551.821777
	Iteration 60F: 3 clusters Score -6742112 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -6742355.500000 Penalty: 5551.821777
	Iteration 61Q: 3 clusters Score -6742356 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -6742620.000000 Penalty: 5551.821777
	Iteration 62Q: 3 clusters Score -6742620 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -6742853.000000 Penalty: 5551.821777
	Iteration 63Q: 3 clusters Score -6742853 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -6743087.500000 Penalty: 5551.821777
	Iteration 64Q: 3 clusters Score -6743088 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -6743276.000000 Penalty: 5551.821777
	Iteration 65Q: 3 clusters Score -6743276 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -6743477.500000 Penalty: 5551.821777
	Iteration 66Q: 3 clusters Score -6743478 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -6743676.000000 Penalty: 5551.821777
	Iteration 67Q: 3 clusters Score -6743676 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -6743881.000000 Penalty: 5551.821777
	Iteration 68Q: 3 clusters Score -6743881 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -6744072.000000 Penalty: 5551.821777
	Iteration 69Q: 3 clusters Score -6744072 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -6744269.500000 Penalty: 5551.821777
	Iteration 70Q: 3 clusters Score -6744270 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -6744450.500000 Penalty: 5551.821777
	Iteration 71Q: 3 clusters Score -6744450 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -6744682.000000 Penalty: 5551.821777
	Iteration 72Q: 3 clusters Score -6744682 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -6744857.000000 Penalty: 5551.821777
	Iteration 73Q: 3 clusters Score -6744857 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -6745083.500000 Penalty: 5551.821777
	Iteration 74Q: 3 clusters Score -6745084 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -6745260.500000 Penalty: 5551.821777
	Iteration 75Q: 3 clusters Score -6745260 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -6745400.500000 Penalty: 5551.821777
	Iteration 76Q: 3 clusters Score -6745400 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -6745526.000000 Penalty: 5551.821777
	Iteration 77Q: 3 clusters Score -6745526 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -6745598.500000 Penalty: 5551.821777
	Iteration 78Q: 3 clusters Score -6745598 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -6745660.000000 Penalty: 5551.821777
	Iteration 79Q: 3 clusters Score -6745660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -6745741.500000 Penalty: 5551.821777
	Iteration 80F: 3 clusters Score -6745742 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -6745809.500000 Penalty: 5551.821777
	Iteration 81Q: 3 clusters Score -6745810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -6745855.000000 Penalty: 5551.821777
	Iteration 82Q: 3 clusters Score -6745855 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -6745901.000000 Penalty: 5551.821777
	Iteration 83Q: 3 clusters Score -6745901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -6745932.500000 Penalty: 5551.821777
	Iteration 84Q: 3 clusters Score -6745932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -6745975.000000 Penalty: 5551.821777
	Iteration 85Q: 3 clusters Score -6745975 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -6745989.500000 Penalty: 5551.821777
	Iteration 86Q: 3 clusters Score -6745990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -6745994.500000 Penalty: 5551.821777
	Iteration 87Q: 3 clusters Score -6745994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -6745995.000000 Penalty: 5551.821777
	Iteration 88Q: 3 clusters Score -6745995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -6746003.000000 Penalty: 5551.821777
	Iteration 89Q: 3 clusters Score -6746003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -6746037.500000 Penalty: 5551.821777
	Iteration 90Q: 3 clusters Score -6746038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -6746034.000000 Penalty: 5551.821777
	Iteration 91Q: 3 clusters Score -6746034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -6746041.000000 Penalty: 5551.821777
	Iteration 92Q: 3 clusters Score -6746041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -6746049.500000 Penalty: 5551.821777
	Iteration 93Q: 3 clusters Score -6746050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -6746050.000000 Penalty: 5551.821777
	Iteration 94Q: 3 clusters Score -6746050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -6746059.000000 Penalty: 5551.821777
	Iteration 95Q: 3 clusters Score -6746059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -6746071.500000 Penalty: 5551.821777
	Iteration 96Q: 3 clusters Score -6746072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -6746075.500000 Penalty: 5551.821777
	Iteration 97Q: 3 clusters Score -6746076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -6746075.500000 Penalty: 5551.821777
	Iteration 98Q: 3 clusters Score -6746076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -6746075.000000 Penalty: 5551.821777
	Iteration 99Q: 3 clusters Score -6746075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -6746071.500000 Penalty: 5551.821777
	Iteration 100F: 3 clusters Score -6746072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -6746070.500000 Penalty: 5551.821777
	Iteration 101Q: 3 clusters Score -6746070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -6746071.500000 Penalty: 5551.821777
	Iteration 102Q: 3 clusters Score -6746072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -6746070.500000 Penalty: 5551.821777
	Iteration 103Q: 3 clusters Score -6746070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -6746076.000000 Penalty: 5551.821777
	Iteration 104Q: 3 clusters Score -6746076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -6746078.500000 Penalty: 5551.821777
	Iteration 105Q: 3 clusters Score -6746078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -6746077.000000 Penalty: 5551.821777
	Iteration 106Q: 3 clusters Score -6746077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -6746077.000000 Penalty: 5551.821777
	Iteration 107Q: 3 clusters Score -6746077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -6746075.000000 Penalty: 5551.821777
	Iteration 108Q: 3 clusters Score -6746075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -6746072.000000 Penalty: 5551.821777
	Iteration 109Q: 3 clusters Score -6746072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -6746073.000000 Penalty: 5551.821777
	Iteration 110Q: 3 clusters Score -6746073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -6746068.000000 Penalty: 5551.821777
	Iteration 111Q: 3 clusters Score -6746068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -6746066.000000 Penalty: 5551.821777
	Iteration 112Q: 3 clusters Score -6746066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -6746065.500000 Penalty: 5551.821777
	Iteration 113Q: 3 clusters Score -6746066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -6746072.500000 Penalty: 5551.821777
	Iteration 114Q: 3 clusters Score -6746072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -6746074.500000 Penalty: 5551.821777
	Iteration 115Q: 3 clusters Score -6746074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -6746078.000000 Penalty: 5551.821777
	Iteration 116Q: 3 clusters Score -6746078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -6746078.500000 Penalty: 5551.821777
	Iteration 117Q: 3 clusters Score -6746078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -6746077.500000 Penalty: 5551.821777
	Iteration 118Q: 3 clusters Score -6746078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -6746082.000000 Penalty: 5551.821777
	Iteration 119Q: 3 clusters Score -6746082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -6746090.000000 Penalty: 5551.821777
	Iteration 120F: 3 clusters Score -6746090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -6746091.500000 Penalty: 5551.821777
	Iteration 121Q: 3 clusters Score -6746092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -6746093.000000 Penalty: 5551.821777
	Iteration 122Q: 3 clusters Score -6746093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -6746094.500000 Penalty: 5551.821777
	Iteration 123Q: 3 clusters Score -6746094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -6746100.500000 Penalty: 5551.821777
	Iteration 124Q: 3 clusters Score -6746100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -6746102.500000 Penalty: 5551.821777
	Iteration 125Q: 3 clusters Score -6746102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -6746099.500000 Penalty: 5551.821777
	Iteration 126Q: 3 clusters Score -6746100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -6746097.000000 Penalty: 5551.821777
	Iteration 127Q: 3 clusters Score -6746097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -6746097.000000 Penalty: 5551.821777
	Iteration 128F: 3 clusters Score -6746097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -140339.281250 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -140339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -138072.187500 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -138072.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -139240.656250 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -139240.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140408.625000 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -140408.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -141422.375000 Penalty: 3688.562256
	Iteration 3F: 3 clusters Score -141422.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -141827.343750 Penalty: 3688.562256
	Iteration 4F: 3 clusters Score -141827.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -141951.390625 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -141951.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -142039.875000 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -142039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -142118.156250 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -142118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -142170.046875 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -142170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -142192.109375 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -142192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -142207.593750 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -142207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -142210.343750 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -142210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -142211.765625 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -142211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -142223.359375 Penalty: 3688.562256
	Iteration 13F: 3 clusters Score -142223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -142247.921875 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -142247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -142310.546875 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -142310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -142565.328125 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -142565.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -142862.250000 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -142862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -142882.718750 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -142882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -142906.609375 Penalty: 3688.562256
	Iteration 19Q: 3 clusters Score -142906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -142951.875000 Penalty: 3688.562256
	Iteration 20F: 3 clusters Score -142951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -143022.250000 Penalty: 3688.562256
	Iteration 21Q: 3 clusters Score -143022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -143061.921875 Penalty: 3688.562256
	Iteration 22Q: 3 clusters Score -143061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -143062.828125 Penalty: 3688.562256
	Iteration 23Q: 3 clusters Score -143062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -143062.828125 Penalty: 3688.562256
	Iteration 24F: 3 clusters Score -143062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 28246 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 63265 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Entering Unmasked Estep 
Score: -96122968.000000 Penalty: 126732.992188
Splitting cluster 3 changes total score from -96120984.000000 to -96122968.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (15393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Entering Unmasked Estep 
Score: -1584472.000000 Penalty: 2391.133789
	Iteration 0F: 2 clusters Score -1584472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1573339.125000 Penalty: 4782.267578
	Iteration 0F: 3 clusters Score -1573339 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1576935.000000 Penalty: 4782.267578
	Iteration 1F: 3 clusters Score -1576935 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1577282.250000 Penalty: 4782.267578
	Iteration 2F: 3 clusters Score -1577282 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1577521.250000 Penalty: 4782.267578
	Iteration 3Q: 3 clusters Score -1577521 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1577753.750000 Penalty: 4782.267578
	Iteration 4Q: 3 clusters Score -1577754 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1578017.625000 Penalty: 4782.267578
	Iteration 5Q: 3 clusters Score -1578018 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1578318.625000 Penalty: 4782.267578
	Iteration 6Q: 3 clusters Score -1578319 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1578743.875000 Penalty: 4782.267578
	Iteration 7Q: 3 clusters Score -1578744 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1579258.125000 Penalty: 4782.267578
	Iteration 8Q: 3 clusters Score -1579258 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1579857.125000 Penalty: 4782.267578
	Iteration 9F: 3 clusters Score -1579857 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1580569.375000 Penalty: 4782.267578
	Iteration 10F: 3 clusters Score -1580569 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1581361.250000 Penalty: 4782.267578
	Iteration 11F: 3 clusters Score -1581361 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1581947.500000 Penalty: 4782.267578
	Iteration 12F: 3 clusters Score -1581948 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1582303.125000 Penalty: 4782.267578
	Iteration 13Q: 3 clusters Score -1582303 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1582485.625000 Penalty: 4782.267578
	Iteration 14Q: 3 clusters Score -1582486 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1582588.000000 Penalty: 4782.267578
	Iteration 15Q: 3 clusters Score -1582588 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1582654.625000 Penalty: 4782.267578
	Iteration 16Q: 3 clusters Score -1582655 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1582694.000000 Penalty: 4782.267578
	Iteration 17Q: 3 clusters Score -1582694 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1582731.000000 Penalty: 4782.267578
	Iteration 18Q: 3 clusters Score -1582731 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1582756.125000 Penalty: 4782.267578
	Iteration 19Q: 3 clusters Score -1582756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1582776.125000 Penalty: 4782.267578
	Iteration 20F: 3 clusters Score -1582776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1582786.125000 Penalty: 4782.267578
	Iteration 21Q: 3 clusters Score -1582786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1582805.125000 Penalty: 4782.267578
	Iteration 22Q: 3 clusters Score -1582805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1582815.500000 Penalty: 4782.267578
	Iteration 23Q: 3 clusters Score -1582816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1582829.125000 Penalty: 4782.267578
	Iteration 24Q: 3 clusters Score -1582829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1582840.375000 Penalty: 4782.267578
	Iteration 25Q: 3 clusters Score -1582840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1582850.375000 Penalty: 4782.267578
	Iteration 26Q: 3 clusters Score -1582850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1582856.875000 Penalty: 4782.267578
	Iteration 27Q: 3 clusters Score -1582857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1582865.625000 Penalty: 4782.267578
	Iteration 28Q: 3 clusters Score -1582866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1582870.625000 Penalty: 4782.267578
	Iteration 29Q: 3 clusters Score -1582871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1582872.875000 Penalty: 4782.267578
	Iteration 30Q: 3 clusters Score -1582873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1582877.750000 Penalty: 4782.267578
	Iteration 31Q: 3 clusters Score -1582878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1582878.000000 Penalty: 4782.267578
	Iteration 32Q: 3 clusters Score -1582878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1582880.375000 Penalty: 4782.267578
	Iteration 33Q: 3 clusters Score -1582880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1582888.500000 Penalty: 4782.267578
	Iteration 34Q: 3 clusters Score -1582888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1582890.500000 Penalty: 4782.267578
	Iteration 35Q: 3 clusters Score -1582890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1582895.625000 Penalty: 4782.267578
	Iteration 36Q: 3 clusters Score -1582896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1582895.625000 Penalty: 4782.267578
	Iteration 37Q: 3 clusters Score -1582896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1582899.000000 Penalty: 4782.267578
	Iteration 38Q: 3 clusters Score -1582899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1582903.875000 Penalty: 4782.267578
	Iteration 39Q: 3 clusters Score -1582904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1582903.500000 Penalty: 4782.267578
	Iteration 40F: 3 clusters Score -1582904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1582908.125000 Penalty: 4782.267578
	Iteration 41Q: 3 clusters Score -1582908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1582910.750000 Penalty: 4782.267578
	Iteration 42Q: 3 clusters Score -1582911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1582910.000000 Penalty: 4782.267578
	Iteration 43Q: 3 clusters Score -1582910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1582913.750000 Penalty: 4782.267578
	Iteration 44Q: 3 clusters Score -1582914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1582914.250000 Penalty: 4782.267578
	Iteration 45Q: 3 clusters Score -1582914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1582916.375000 Penalty: 4782.267578
	Iteration 46Q: 3 clusters Score -1582916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1582915.375000 Penalty: 4782.267578
	Iteration 47Q: 3 clusters Score -1582915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1582919.875000 Penalty: 4782.267578
	Iteration 48Q: 3 clusters Score -1582920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1582924.125000 Penalty: 4782.267578
	Iteration 49Q: 3 clusters Score -1582924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1582924.625000 Penalty: 4782.267578
	Iteration 50Q: 3 clusters Score -1582925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1582922.875000 Penalty: 4782.267578
	Iteration 51Q: 3 clusters Score -1582923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1582923.875000 Penalty: 4782.267578
	Iteration 52Q: 3 clusters Score -1582924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1582925.625000 Penalty: 4782.267578
	Iteration 53Q: 3 clusters Score -1582926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1582925.125000 Penalty: 4782.267578
	Iteration 54Q: 3 clusters Score -1582925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1582926.250000 Penalty: 4782.267578
	Iteration 55Q: 3 clusters Score -1582926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1582925.375000 Penalty: 4782.267578
	Iteration 56Q: 3 clusters Score -1582925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1582928.250000 Penalty: 4782.267578
	Iteration 57Q: 3 clusters Score -1582928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1582928.000000 Penalty: 4782.267578
	Iteration 58Q: 3 clusters Score -1582928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1582933.500000 Penalty: 4782.267578
	Iteration 59Q: 3 clusters Score -1582934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1582937.125000 Penalty: 4782.267578
	Iteration 60F: 3 clusters Score -1582937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1582936.125000 Penalty: 4782.267578
	Iteration 61Q: 3 clusters Score -1582936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1582940.375000 Penalty: 4782.267578
	Iteration 62Q: 3 clusters Score -1582940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1582941.625000 Penalty: 4782.267578
	Iteration 63Q: 3 clusters Score -1582942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1582940.375000 Penalty: 4782.267578
	Iteration 64Q: 3 clusters Score -1582940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1582940.125000 Penalty: 4782.267578
	Iteration 65Q: 3 clusters Score -1582940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1582940.125000 Penalty: 4782.267578
	Iteration 66F: 3 clusters Score -1582940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Entering Unmasked Estep 
Score: -2580560.750000 Penalty: 2541.679199
	Iteration 0F: 2 clusters Score -2580561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2561221.500000 Penalty: 5083.358398
	Iteration 0F: 3 clusters Score -2561222 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2568553.250000 Penalty: 5083.358398
	Iteration 1F: 3 clusters Score -2568553 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2569970.000000 Penalty: 5083.358398
	Iteration 2F: 3 clusters Score -2569970 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2572090.000000 Penalty: 5083.358398
	Iteration 3F: 3 clusters Score -2572090 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2574843.000000 Penalty: 5083.358398
	Iteration 4F: 3 clusters Score -2574843 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2577124.000000 Penalty: 5083.358398
	Iteration 5F: 3 clusters Score -2577124 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2578489.250000 Penalty: 5083.358398
	Iteration 6F: 3 clusters Score -2578489 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2579384.500000 Penalty: 5083.358398
	Iteration 7F: 3 clusters Score -2579384 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2580179.500000 Penalty: 5083.358398
	Iteration 8Q: 3 clusters Score -2580180 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2580974.250000 Penalty: 5083.358398
	Iteration 9Q: 3 clusters Score -2580974 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2581352.250000 Penalty: 5083.358398
	Iteration 10Q: 3 clusters Score -2581352 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2581575.250000 Penalty: 5083.358398
	Iteration 11Q: 3 clusters Score -2581575 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2581731.000000 Penalty: 5083.358398
	Iteration 12Q: 3 clusters Score -2581731 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2581872.500000 Penalty: 5083.358398
	Iteration 13Q: 3 clusters Score -2581872 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2581975.750000 Penalty: 5083.358398
	Iteration 14Q: 3 clusters Score -2581976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2582030.500000 Penalty: 5083.358398
	Iteration 15Q: 3 clusters Score -2582030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2582068.000000 Penalty: 5083.358398
	Iteration 16Q: 3 clusters Score -2582068 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2582087.250000 Penalty: 5083.358398
	Iteration 17Q: 3 clusters Score -2582087 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2582112.750000 Penalty: 5083.358398
	Iteration 18Q: 3 clusters Score -2582113 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2582128.500000 Penalty: 5083.358398
	Iteration 19Q: 3 clusters Score -2582128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2582144.500000 Penalty: 5083.358398
	Iteration 20F: 3 clusters Score -2582144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2582144.000000 Penalty: 5083.358398
	Iteration 21Q: 3 clusters Score -2582144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2582154.250000 Penalty: 5083.358398
	Iteration 22Q: 3 clusters Score -2582154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2582157.750000 Penalty: 5083.358398
	Iteration 23Q: 3 clusters Score -2582158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2582158.750000 Penalty: 5083.358398
	Iteration 24Q: 3 clusters Score -2582159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2582160.250000 Penalty: 5083.358398
	Iteration 25Q: 3 clusters Score -2582160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2582164.250000 Penalty: 5083.358398
	Iteration 26Q: 3 clusters Score -2582164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2582163.500000 Penalty: 5083.358398
	Iteration 27Q: 3 clusters Score -2582164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2582168.500000 Penalty: 5083.358398
	Iteration 28Q: 3 clusters Score -2582168 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2582171.750000 Penalty: 5083.358398
	Iteration 29Q: 3 clusters Score -2582172 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2582172 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2582181 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2582183.750000 Penalty: 5083.358398
	Iteration 32Q: 3 clusters Score -2582184 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2582186.000000 Penalty: 5083.358398
	Iteration 33Q: 3 clusters Score -2582186 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2582188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2582184.250000 Penalty: 5083.358398
	Iteration 35Q: 3 clusters Score -2582184 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2582188 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2582182 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2582184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2582192.000000 Penalty: 5083.358398
	Iteration 39Q: 3 clusters Score -2582192 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2582188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2582193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2582193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2582194 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2582192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2582190 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2582189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2582190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2582189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2582192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2582194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2582190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2582189 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2582199.000000 Penalty: 5083.358398
	Iteration 53Q: 3 clusters Score -2582199 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2582194 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2582204 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2582206 nChanged 36
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Mstep: Class 1 contains 13301 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2582210 nChanged 47
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Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2582206 nChanged 65
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Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2582212 nChanged 52
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Mstep: Class 1 contains 13141 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2582225 nChanged 48
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Mstep: Class 1 contains 13095 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2582222 nChanged 55
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Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2582234 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2582230 nChanged 67
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Mstep: Class 1 contains 12917 members 
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	Iteration 64Q: 3 clusters Score -2582236 nChanged 76
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Mstep: Class 1 contains 12843 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2582243 nChanged 79
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Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2582256 nChanged 94
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Mstep: Class 1 contains 12674 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2582270 nChanged 106
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Mstep: Class 1 contains 12572 members 
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	Iteration 68Q: 3 clusters Score -2582291 nChanged 134
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Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2582319 nChanged 133
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Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2582342 nChanged 127
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Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 16044 members 
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	Iteration 71Q: 3 clusters Score -2582370 nChanged 164
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Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2582406 nChanged 157
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Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2582439 nChanged 153
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Mstep: Class 1 contains 11772 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2582499 nChanged 171
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Mstep: Class 1 contains 11615 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2582545 nChanged 183
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Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2582603 nChanged 177
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Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2582647 nChanged 190
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Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2582687 nChanged 189
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Mstep: Class 1 contains 10930 members 
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	Iteration 79Q: 3 clusters Score -2582734 nChanged 188
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Mstep: Class 1 contains 10744 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2582788 nChanged 180
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Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2582838 nChanged 180
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Mstep: Class 1 contains 10410 members 
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	Iteration 82Q: 3 clusters Score -2582871 nChanged 175
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Mstep: Class 1 contains 10245 members 
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	Iteration 83Q: 3 clusters Score -2582914 nChanged 152
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Mstep: Class 1 contains 10093 members 
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	Iteration 84Q: 3 clusters Score -2582934 nChanged 146
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Mstep: Class 1 contains 9949 members 
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	Iteration 85Q: 3 clusters Score -2582961 nChanged 140
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Mstep: Class 1 contains 9813 members 
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	Iteration 86Q: 3 clusters Score -2582996 nChanged 131
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Mstep: Class 1 contains 9686 members 
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	Iteration 87Q: 3 clusters Score -2583010 nChanged 139
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Mstep: Class 1 contains 9553 members 
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	Iteration 88Q: 3 clusters Score -2583035 nChanged 147
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Mstep: Class 1 contains 9410 members 
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	Iteration 89Q: 3 clusters Score -2583062 nChanged 162
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Mstep: Class 1 contains 9250 members 
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	Iteration 90Q: 3 clusters Score -2583095 nChanged 160
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Mstep: Class 1 contains 9090 members 
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	Iteration 91Q: 3 clusters Score -2583136 nChanged 141
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 19295 members 
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	Iteration 92Q: 3 clusters Score -2583166 nChanged 134
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Mstep: Class 1 contains 8819 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2583185 nChanged 131
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Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2583221 nChanged 135
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2583242 nChanged 132
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Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2583268 nChanged 111
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Mstep: Class 1 contains 8330 members 
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	Iteration 97Q: 3 clusters Score -2583290 nChanged 104
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Mstep: Class 1 contains 8232 members 
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	Iteration 98Q: 3 clusters Score -2583301 nChanged 107
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Mstep: Class 1 contains 8135 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2583316 nChanged 101
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Mstep: Class 1 contains 8044 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2583333 nChanged 110
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Mstep: Class 1 contains 7934 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2583348 nChanged 136
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Mstep: Class 1 contains 7802 members 
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	Iteration 102Q: 3 clusters Score -2583376 nChanged 176
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Mstep: Class 1 contains 7636 members 
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	Iteration 103Q: 3 clusters Score -2583447 nChanged 224
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Mstep: Class 1 contains 7434 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2583531 nChanged 248
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Mstep: Class 1 contains 7200 members 
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	Iteration 105Q: 3 clusters Score -2583646 nChanged 289
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Mstep: Class 1 contains 6935 members 
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	Iteration 106Q: 3 clusters Score -2583800 nChanged 305
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Mstep: Class 1 contains 6666 members 
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	Iteration 107Q: 3 clusters Score -2583966 nChanged 283
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Mstep: Class 1 contains 6415 members 
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	Iteration 108Q: 3 clusters Score -2584100 nChanged 264
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	Iteration 109Q: 3 clusters Score -2584248 nChanged 271
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Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2584455 nChanged 294
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Mstep: Class 1 contains 5700 members 
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	Iteration 111Q: 3 clusters Score -2584681 nChanged 234
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Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2584786 nChanged 180
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Mstep: Class 1 contains 5376 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2584852 nChanged 130
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2584882 nChanged 112
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Mstep: Class 1 contains 5244 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2584908 nChanged 71
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Mstep: Class 1 contains 5213 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2584919 nChanged 53
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Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2584934 nChanged 53
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Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2584944 nChanged 54
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Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2584955 nChanged 62
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Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2584966 nChanged 71
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Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2584996 nChanged 71
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Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2585002.500000 Penalty: 5083.358398
	Iteration 122Q: 3 clusters Score -2585002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2585032.250000 Penalty: 5083.358398
	Iteration 123Q: 3 clusters Score -2585032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2585085.500000 Penalty: 5083.358398
	Iteration 124Q: 3 clusters Score -2585086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2585147.000000 Penalty: 5083.358398
	Iteration 125Q: 3 clusters Score -2585147 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2585216.250000 Penalty: 5083.358398
	Iteration 126Q: 3 clusters Score -2585216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2585322.500000 Penalty: 5083.358398
	Iteration 127Q: 3 clusters Score -2585322 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2585426.750000 Penalty: 5083.358398
	Iteration 128Q: 3 clusters Score -2585427 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2585534.500000 Penalty: 5083.358398
	Iteration 129Q: 3 clusters Score -2585534 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2585628.750000 Penalty: 5083.358398
	Iteration 130Q: 3 clusters Score -2585629 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2585727.750000 Penalty: 5083.358398
	Iteration 131Q: 3 clusters Score -2585728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2585800.000000 Penalty: 5083.358398
	Iteration 132Q: 3 clusters Score -2585800 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2585861.250000 Penalty: 5083.358398
	Iteration 133Q: 3 clusters Score -2585861 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2585907.500000 Penalty: 5083.358398
	Iteration 134Q: 3 clusters Score -2585908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2585926.000000 Penalty: 5083.358398
	Iteration 135Q: 3 clusters Score -2585926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2585945.500000 Penalty: 5083.358398
	Iteration 136Q: 3 clusters Score -2585946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2585960.000000 Penalty: 5083.358398
	Iteration 137Q: 3 clusters Score -2585960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2585963.000000 Penalty: 5083.358398
	Iteration 138Q: 3 clusters Score -2585963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2585966.000000 Penalty: 5083.358398
	Iteration 139Q: 3 clusters Score -2585966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2585984.000000 Penalty: 5083.358398
	Iteration 140F: 3 clusters Score -2585984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2585986.750000 Penalty: 5083.358398
	Iteration 141Q: 3 clusters Score -2585987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2585990.250000 Penalty: 5083.358398
	Iteration 142Q: 3 clusters Score -2585990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2585996.750000 Penalty: 5083.358398
	Iteration 143Q: 3 clusters Score -2585997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2586000.500000 Penalty: 5083.358398
	Iteration 144Q: 3 clusters Score -2586000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2585999.250000 Penalty: 5083.358398
	Iteration 145Q: 3 clusters Score -2585999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2585997.500000 Penalty: 5083.358398
	Iteration 146Q: 3 clusters Score -2585998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2586000.500000 Penalty: 5083.358398
	Iteration 147Q: 3 clusters Score -2586000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2586004.750000 Penalty: 5083.358398
	Iteration 148Q: 3 clusters Score -2586005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2586011.000000 Penalty: 5083.358398
	Iteration 149Q: 3 clusters Score -2586011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2586013.250000 Penalty: 5083.358398
	Iteration 150Q: 3 clusters Score -2586013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2586015.250000 Penalty: 5083.358398
	Iteration 151Q: 3 clusters Score -2586015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2586010.000000 Penalty: 5083.358398
	Iteration 152Q: 3 clusters Score -2586010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2586012.250000 Penalty: 5083.358398
	Iteration 153Q: 3 clusters Score -2586012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2586011.500000 Penalty: 5083.358398
	Iteration 154Q: 3 clusters Score -2586012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2586011.500000 Penalty: 5083.358398
	Iteration 155F: 3 clusters Score -2586012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 63265 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Entering Unmasked Estep 
Score: -96127656.000000 Penalty: 130158.203125
Splitting cluster 5 changes total score from -96120984.000000 to -96127656.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -494070.031250 Penalty: 2130.706543
	Iteration 0F: 2 clusters Score -494070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -489287.750000 Penalty: 4261.413086
	Iteration 0F: 3 clusters Score -489287.8 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -490712.000000 Penalty: 4261.413086
	Iteration 1F: 3 clusters Score -490712 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -491146.312500 Penalty: 4261.413086
	Iteration 2F: 3 clusters Score -491146.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -491544.656250 Penalty: 4261.413086
	Iteration 3F: 3 clusters Score -491544.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -491965.781250 Penalty: 4261.413086
	Iteration 4F: 3 clusters Score -491965.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -492285.281250 Penalty: 4261.413086
	Iteration 5F: 3 clusters Score -492285.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -492609.343750 Penalty: 4261.413086
	Iteration 6F: 3 clusters Score -492609.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -492882.781250 Penalty: 4261.413086
	Iteration 7Q: 3 clusters Score -492882.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -493132.781250 Penalty: 4261.413086
	Iteration 8Q: 3 clusters Score -493132.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -493325.531250 Penalty: 4261.413086
	Iteration 9Q: 3 clusters Score -493325.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -493462.718750 Penalty: 4261.413086
	Iteration 10Q: 3 clusters Score -493462.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -493598.062500 Penalty: 4261.413086
	Iteration 11Q: 3 clusters Score -493598.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -493721.093750 Penalty: 4261.413086
	Iteration 12Q: 3 clusters Score -493721.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -493818.812500 Penalty: 4261.413086
	Iteration 13Q: 3 clusters Score -493818.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -493908.812500 Penalty: 4261.413086
	Iteration 14Q: 3 clusters Score -493908.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -494005.468750 Penalty: 4261.413086
	Iteration 15Q: 3 clusters Score -494005.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -494081.500000 Penalty: 4261.413086
	Iteration 16Q: 3 clusters Score -494081.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -494138.250000 Penalty: 4261.413086
	Iteration 17Q: 3 clusters Score -494138.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -494176.906250 Penalty: 4261.413086
	Iteration 18Q: 3 clusters Score -494176.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -494200.062500 Penalty: 4261.413086
	Iteration 19Q: 3 clusters Score -494200.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -494216.781250 Penalty: 4261.413086
	Iteration 20F: 3 clusters Score -494216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -494222.500000 Penalty: 4261.413086
	Iteration 21Q: 3 clusters Score -494222.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -494227.656250 Penalty: 4261.413086
	Iteration 22Q: 3 clusters Score -494227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -494230.312500 Penalty: 4261.413086
	Iteration 23Q: 3 clusters Score -494230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -494231.968750 Penalty: 4261.413086
	Iteration 24Q: 3 clusters Score -494232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -494232.437500 Penalty: 4261.413086
	Iteration 25Q: 3 clusters Score -494232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -494232.437500 Penalty: 4261.413086
	Iteration 26F: 3 clusters Score -494232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 63265 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Entering Unmasked Estep 
Score: -96126528.000000 Penalty: 133583.421875
Splitting cluster 6 changes total score from -96120984.000000 to -96126528.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -210802.750000 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -210802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -208120.796875 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -208120.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -209052.531250 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -209052.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -209773.437500 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -209773.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -210291.578125 Penalty: 3829.789062
	Iteration 3F: 3 clusters Score -210291.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -210541.781250 Penalty: 3829.789062
	Iteration 4F: 3 clusters Score -210541.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -210695.515625 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -210695.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -210813.171875 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -210813.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -210859.328125 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -210859.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -210901.781250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -210901.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -210921.015625 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -210921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -210930.906250 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -210930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -210937.500000 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -210937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -210942.390625 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -210942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -210946.078125 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -210946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -210948.125000 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -210948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -210948.515625 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -210948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -210948.515625 Penalty: 3829.789062
	Iteration 16F: 3 clusters Score -210948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 63265 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Entering Unmasked Estep 
Score: -96125112.000000 Penalty: 137008.640625
Splitting cluster 7 changes total score from -96120984.000000 to -96125112.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (93257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Entering Unmasked Estep 
Score: -9471765.000000 Penalty: 2837.892334
	Iteration 0F: 2 clusters Score -9471765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9409528.000000 Penalty: 5675.784668
	Iteration 0F: 3 clusters Score -9409528 nChanged 44099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -9434858.000000 Penalty: 5675.784668
	Iteration 1F: 3 clusters Score -9434858 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -9436033.000000 Penalty: 5675.784668
	Iteration 2Q: 3 clusters Score -9436033 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -9437636.000000 Penalty: 5675.784668
	Iteration 3Q: 3 clusters Score -9437636 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -9440076.000000 Penalty: 5675.784668
	Iteration 4F: 3 clusters Score -9440076 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -9443795.000000 Penalty: 5675.784668
	Iteration 5F: 3 clusters Score -9443795 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -9448066.000000 Penalty: 5675.784668
	Iteration 6F: 3 clusters Score -9448066 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -9451744.000000 Penalty: 5675.784668
	Iteration 7F: 3 clusters Score -9451744 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -9454339.000000 Penalty: 5675.784668
	Iteration 8F: 3 clusters Score -9454339 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -9456161.000000 Penalty: 5675.784668
	Iteration 9Q: 3 clusters Score -9456161 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -9457499.000000 Penalty: 5675.784668
	Iteration 10Q: 3 clusters Score -9457499 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -9458803.000000 Penalty: 5675.784668
	Iteration 11Q: 3 clusters Score -9458803 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -9460196.000000 Penalty: 5675.784668
	Iteration 12Q: 3 clusters Score -9460196 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -9461701.000000 Penalty: 5675.784668
	Iteration 13Q: 3 clusters Score -9461701 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -9463192.000000 Penalty: 5675.784668
	Iteration 14Q: 3 clusters Score -9463192 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -9464680.000000 Penalty: 5675.784668
	Iteration 15Q: 3 clusters Score -9464680 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -9466016.000000 Penalty: 5675.784668
	Iteration 16Q: 3 clusters Score -9466016 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9467070.000000 Penalty: 5675.784668
	Iteration 17Q: 3 clusters Score -9467070 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -9467924.000000 Penalty: 5675.784668
	Iteration 18Q: 3 clusters Score -9467924 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9468479.000000 Penalty: 5675.784668
	Iteration 19Q: 3 clusters Score -9468479 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9468861.000000 Penalty: 5675.784668
	Iteration 20F: 3 clusters Score -9468861 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9469059.000000 Penalty: 5675.784668
	Iteration 21Q: 3 clusters Score -9469059 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9469161.000000 Penalty: 5675.784668
	Iteration 22Q: 3 clusters Score -9469161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9469240.000000 Penalty: 5675.784668
	Iteration 23Q: 3 clusters Score -9469240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9469247.000000 Penalty: 5675.784668
	Iteration 24Q: 3 clusters Score -9469247 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9469298.000000 Penalty: 5675.784668
	Iteration 25Q: 3 clusters Score -9469298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9469323.000000 Penalty: 5675.784668
	Iteration 26Q: 3 clusters Score -9469323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9469355.000000 Penalty: 5675.784668
	Iteration 27Q: 3 clusters Score -9469355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9469386.000000 Penalty: 5675.784668
	Iteration 28Q: 3 clusters Score -9469386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9469384.000000 Penalty: 5675.784668
	Iteration 29Q: 3 clusters Score -9469384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9469399.000000 Penalty: 5675.784668
	Iteration 30Q: 3 clusters Score -9469399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9469409.000000 Penalty: 5675.784668
	Iteration 31Q: 3 clusters Score -9469409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9469416.000000 Penalty: 5675.784668
	Iteration 32Q: 3 clusters Score -9469416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9469424.000000 Penalty: 5675.784668
	Iteration 33Q: 3 clusters Score -9469424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9469430.000000 Penalty: 5675.784668
	Iteration 34Q: 3 clusters Score -9469430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9469446.000000 Penalty: 5675.784668
	Iteration 35Q: 3 clusters Score -9469446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9469457.000000 Penalty: 5675.784668
	Iteration 36Q: 3 clusters Score -9469457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9469465.000000 Penalty: 5675.784668
	Iteration 37Q: 3 clusters Score -9469465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9469462.000000 Penalty: 5675.784668
	Iteration 38Q: 3 clusters Score -9469462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9469464.000000 Penalty: 5675.784668
	Iteration 39Q: 3 clusters Score -9469464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9469467.000000 Penalty: 5675.784668
	Iteration 40F: 3 clusters Score -9469467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Entering Unmasked Estep 
Score: -1131319.750000 Penalty: 2369.040283
	Iteration 0F: 2 clusters Score -1131320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1121118.750000 Penalty: 4738.080566
	Iteration 0F: 3 clusters Score -1121119 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1125167.125000 Penalty: 4738.080566
	Iteration 1F: 3 clusters Score -1125167 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1126226.250000 Penalty: 4738.080566
	Iteration 2F: 3 clusters Score -1126226 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1127151.000000 Penalty: 4738.080566
	Iteration 3F: 3 clusters Score -1127151 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1127908.125000 Penalty: 4738.080566
	Iteration 4F: 3 clusters Score -1127908 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1128516.375000 Penalty: 4738.080566
	Iteration 5F: 3 clusters Score -1128516 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1129058.250000 Penalty: 4738.080566
	Iteration 6F: 3 clusters Score -1129058 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1129508.750000 Penalty: 4738.080566
	Iteration 7Q: 3 clusters Score -1129509 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1129825.750000 Penalty: 4738.080566
	Iteration 8Q: 3 clusters Score -1129826 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1130128.750000 Penalty: 4738.080566
	Iteration 9Q: 3 clusters Score -1130129 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1130372.875000 Penalty: 4738.080566
	Iteration 10Q: 3 clusters Score -1130373 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1130576.250000 Penalty: 4738.080566
	Iteration 11Q: 3 clusters Score -1130576 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1130770.000000 Penalty: 4738.080566
	Iteration 12Q: 3 clusters Score -1130770 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1130953.000000 Penalty: 4738.080566
	Iteration 13Q: 3 clusters Score -1130953 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1131081.875000 Penalty: 4738.080566
	Iteration 14Q: 3 clusters Score -1131082 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1131173.500000 Penalty: 4738.080566
	Iteration 15Q: 3 clusters Score -1131174 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1131233.750000 Penalty: 4738.080566
	Iteration 16Q: 3 clusters Score -1131234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1131276.250000 Penalty: 4738.080566
	Iteration 17Q: 3 clusters Score -1131276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1131304.875000 Penalty: 4738.080566
	Iteration 18Q: 3 clusters Score -1131305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1131324.125000 Penalty: 4738.080566
	Iteration 19Q: 3 clusters Score -1131324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1131346.750000 Penalty: 4738.080566
	Iteration 20F: 3 clusters Score -1131347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1131363.125000 Penalty: 4738.080566
	Iteration 21Q: 3 clusters Score -1131363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1131371.000000 Penalty: 4738.080566
	Iteration 22Q: 3 clusters Score -1131371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1131377.250000 Penalty: 4738.080566
	Iteration 23Q: 3 clusters Score -1131377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1131385.000000 Penalty: 4738.080566
	Iteration 24Q: 3 clusters Score -1131385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1131393.250000 Penalty: 4738.080566
	Iteration 25Q: 3 clusters Score -1131393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1131399.625000 Penalty: 4738.080566
	Iteration 26Q: 3 clusters Score -1131400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1131401.000000 Penalty: 4738.080566
	Iteration 27Q: 3 clusters Score -1131401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1131404.750000 Penalty: 4738.080566
	Iteration 28Q: 3 clusters Score -1131405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1131409.250000 Penalty: 4738.080566
	Iteration 29Q: 3 clusters Score -1131409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1131410.375000 Penalty: 4738.080566
	Iteration 30Q: 3 clusters Score -1131410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1131411.000000 Penalty: 4738.080566
	Iteration 31Q: 3 clusters Score -1131411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1131414.000000 Penalty: 4738.080566
	Iteration 32Q: 3 clusters Score -1131414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1131415.625000 Penalty: 4738.080566
	Iteration 33Q: 3 clusters Score -1131416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1131417.625000 Penalty: 4738.080566
	Iteration 34Q: 3 clusters Score -1131418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1131419.750000 Penalty: 4738.080566
	Iteration 35Q: 3 clusters Score -1131420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1131425.750000 Penalty: 4738.080566
	Iteration 36Q: 3 clusters Score -1131426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1131428.375000 Penalty: 4738.080566
	Iteration 37Q: 3 clusters Score -1131428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1131434.125000 Penalty: 4738.080566
	Iteration 38Q: 3 clusters Score -1131434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1131437.750000 Penalty: 4738.080566
	Iteration 39Q: 3 clusters Score -1131438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1131438.875000 Penalty: 4738.080566
	Iteration 40F: 3 clusters Score -1131439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1131442.500000 Penalty: 4738.080566
	Iteration 41Q: 3 clusters Score -1131442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1131440.375000 Penalty: 4738.080566
	Iteration 42Q: 3 clusters Score -1131440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1131442.625000 Penalty: 4738.080566
	Iteration 43Q: 3 clusters Score -1131443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1131444.625000 Penalty: 4738.080566
	Iteration 44Q: 3 clusters Score -1131445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1131446.750000 Penalty: 4738.080566
	Iteration 45Q: 3 clusters Score -1131447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1131448.250000 Penalty: 4738.080566
	Iteration 46Q: 3 clusters Score -1131448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1131451.500000 Penalty: 4738.080566
	Iteration 47Q: 3 clusters Score -1131452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1131450.750000 Penalty: 4738.080566
	Iteration 48Q: 3 clusters Score -1131451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1131451.625000 Penalty: 4738.080566
	Iteration 49Q: 3 clusters Score -1131452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1131453.375000 Penalty: 4738.080566
	Iteration 50Q: 3 clusters Score -1131453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1131452.000000 Penalty: 4738.080566
	Iteration 51Q: 3 clusters Score -1131452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1131452.500000 Penalty: 4738.080566
	Iteration 52Q: 3 clusters Score -1131452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1131455.500000 Penalty: 4738.080566
	Iteration 53Q: 3 clusters Score -1131456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1131456.625000 Penalty: 4738.080566
	Iteration 54Q: 3 clusters Score -1131457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1131459.375000 Penalty: 4738.080566
	Iteration 55Q: 3 clusters Score -1131459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1131456.000000 Penalty: 4738.080566
	Iteration 56Q: 3 clusters Score -1131456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1131461.500000 Penalty: 4738.080566
	Iteration 57Q: 3 clusters Score -1131462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1131462.500000 Penalty: 4738.080566
	Iteration 58Q: 3 clusters Score -1131462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1131466.250000 Penalty: 4738.080566
	Iteration 59Q: 3 clusters Score -1131466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1131468.625000 Penalty: 4738.080566
	Iteration 60F: 3 clusters Score -1131469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1131466.000000 Penalty: 4738.080566
	Iteration 61Q: 3 clusters Score -1131466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1131467.250000 Penalty: 4738.080566
	Iteration 62Q: 3 clusters Score -1131467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1131466.750000 Penalty: 4738.080566
	Iteration 63Q: 3 clusters Score -1131467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1131467.500000 Penalty: 4738.080566
	Iteration 64Q: 3 clusters Score -1131468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1131465.875000 Penalty: 4738.080566
	Iteration 65Q: 3 clusters Score -1131466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1131465.875000 Penalty: 4738.080566
	Iteration 66F: 3 clusters Score -1131466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 63265 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Entering Unmasked Estep 
Score: -96124160.000000 Penalty: 140433.859375
Splitting cluster 9 changes total score from -96120984.000000 to -96124160.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 10 (63265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Entering Unmasked Estep 
Score: -6412124.500000 Penalty: 2741.661621
	Iteration 0F: 2 clusters Score -6412124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6369665.500000 Penalty: 5483.323242
	Iteration 0F: 3 clusters Score -6369666 nChanged 29470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6385694.000000 Penalty: 5483.323242
	Iteration 1F: 3 clusters Score -6385694 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -6386368.500000 Penalty: 5483.323242
	Iteration 2Q: 3 clusters Score -6386368 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -6387155.500000 Penalty: 5483.323242
	Iteration 3Q: 3 clusters Score -6387156 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -6388307.500000 Penalty: 5483.323242
	Iteration 4Q: 3 clusters Score -6388308 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6390461.500000 Penalty: 5483.323242
	Iteration 5F: 3 clusters Score -6390462 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -6394218.000000 Penalty: 5483.323242
	Iteration 6F: 3 clusters Score -6394218 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -6399191.000000 Penalty: 5483.323242
	Iteration 7F: 3 clusters Score -6399191 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -6403754.500000 Penalty: 5483.323242
	Iteration 8F: 3 clusters Score -6403754 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6406816.000000 Penalty: 5483.323242
	Iteration 9F: 3 clusters Score -6406816 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -6408393.000000 Penalty: 5483.323242
	Iteration 10Q: 3 clusters Score -6408393 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -6409144.000000 Penalty: 5483.323242
	Iteration 11Q: 3 clusters Score -6409144 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -6409549.500000 Penalty: 5483.323242
	Iteration 12Q: 3 clusters Score -6409550 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6409759.500000 Penalty: 5483.323242
	Iteration 13Q: 3 clusters Score -6409760 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -6409962.000000 Penalty: 5483.323242
	Iteration 14Q: 3 clusters Score -6409962 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -6410034.500000 Penalty: 5483.323242
	Iteration 15Q: 3 clusters Score -6410034 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -6410163.500000 Penalty: 5483.323242
	Iteration 16Q: 3 clusters Score -6410164 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -6410284.000000 Penalty: 5483.323242
	Iteration 17Q: 3 clusters Score -6410284 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6410428.000000 Penalty: 5483.323242
	Iteration 18Q: 3 clusters Score -6410428 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -6410567.500000 Penalty: 5483.323242
	Iteration 19Q: 3 clusters Score -6410568 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -6410701.000000 Penalty: 5483.323242
	Iteration 20F: 3 clusters Score -6410701 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6410863.500000 Penalty: 5483.323242
	Iteration 21Q: 3 clusters Score -6410864 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -6411028.500000 Penalty: 5483.323242
	Iteration 22Q: 3 clusters Score -6411028 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -6411187.000000 Penalty: 5483.323242
	Iteration 23Q: 3 clusters Score -6411187 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6411362.500000 Penalty: 5483.323242
	Iteration 24Q: 3 clusters Score -6411362 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -6411535.000000 Penalty: 5483.323242
	Iteration 25Q: 3 clusters Score -6411535 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6411691.000000 Penalty: 5483.323242
	Iteration 26Q: 3 clusters Score -6411691 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -6411819.500000 Penalty: 5483.323242
	Iteration 27Q: 3 clusters Score -6411820 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -6411923.500000 Penalty: 5483.323242
	Iteration 28Q: 3 clusters Score -6411924 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6412061.500000 Penalty: 5483.323242
	Iteration 29Q: 3 clusters Score -6412062 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -6412164.500000 Penalty: 5483.323242
	Iteration 30Q: 3 clusters Score -6412164 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6412351.000000 Penalty: 5483.323242
	Iteration 31Q: 3 clusters Score -6412351 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -6412441.000000 Penalty: 5483.323242
	Iteration 32Q: 3 clusters Score -6412441 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -6412621.500000 Penalty: 5483.323242
	Iteration 33Q: 3 clusters Score -6412622 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6412780.500000 Penalty: 5483.323242
	Iteration 34Q: 3 clusters Score -6412780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -6412901.000000 Penalty: 5483.323242
	Iteration 35Q: 3 clusters Score -6412901 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -6413075.000000 Penalty: 5483.323242
	Iteration 36Q: 3 clusters Score -6413075 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -6413203.000000 Penalty: 5483.323242
	Iteration 37Q: 3 clusters Score -6413203 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -6413359.000000 Penalty: 5483.323242
	Iteration 38Q: 3 clusters Score -6413359 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6413455.500000 Penalty: 5483.323242
	Iteration 39Q: 3 clusters Score -6413456 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -6413528.000000 Penalty: 5483.323242
	Iteration 40F: 3 clusters Score -6413528 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -6413631.000000 Penalty: 5483.323242
	Iteration 41Q: 3 clusters Score -6413631 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -6413727.000000 Penalty: 5483.323242
	Iteration 42Q: 3 clusters Score -6413727 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -6413804.500000 Penalty: 5483.323242
	Iteration 43Q: 3 clusters Score -6413804 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6413850.500000 Penalty: 5483.323242
	Iteration 44Q: 3 clusters Score -6413850 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6413899.500000 Penalty: 5483.323242
	Iteration 45Q: 3 clusters Score -6413900 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -6413967.000000 Penalty: 5483.323242
	Iteration 46Q: 3 clusters Score -6413967 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -6414015.000000 Penalty: 5483.323242
	Iteration 47Q: 3 clusters Score -6414015 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -6414061.500000 Penalty: 5483.323242
	Iteration 48Q: 3 clusters Score -6414062 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -6414100.000000 Penalty: 5483.323242
	Iteration 49Q: 3 clusters Score -6414100 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6414114.500000 Penalty: 5483.323242
	Iteration 50Q: 3 clusters Score -6414114 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -6414126.500000 Penalty: 5483.323242
	Iteration 51Q: 3 clusters Score -6414126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -6414143.500000 Penalty: 5483.323242
	Iteration 52Q: 3 clusters Score -6414144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6414167.000000 Penalty: 5483.323242
	Iteration 53Q: 3 clusters Score -6414167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -6414180.000000 Penalty: 5483.323242
	Iteration 54Q: 3 clusters Score -6414180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6414193.000000 Penalty: 5483.323242
	Iteration 55Q: 3 clusters Score -6414193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6414199.500000 Penalty: 5483.323242
	Iteration 56Q: 3 clusters Score -6414200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -6414203.500000 Penalty: 5483.323242
	Iteration 57Q: 3 clusters Score -6414204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6414204.000000 Penalty: 5483.323242
	Iteration 58Q: 3 clusters Score -6414204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6414214.000000 Penalty: 5483.323242
	Iteration 59Q: 3 clusters Score -6414214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -6414211.000000 Penalty: 5483.323242
	Iteration 60F: 3 clusters Score -6414211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -6414211.500000 Penalty: 5483.323242
	Iteration 61Q: 3 clusters Score -6414212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -6414221.000000 Penalty: 5483.323242
	Iteration 62Q: 3 clusters Score -6414221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6414219.500000 Penalty: 5483.323242
	Iteration 63Q: 3 clusters Score -6414220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6414213.500000 Penalty: 5483.323242
	Iteration 64Q: 3 clusters Score -6414214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -6414215.000000 Penalty: 5483.323242
	Iteration 65Q: 3 clusters Score -6414215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -6414216.500000 Penalty: 5483.323242
	Iteration 66Q: 3 clusters Score -6414216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -6414215.500000 Penalty: 5483.323242
	Iteration 67Q: 3 clusters Score -6414216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -6414211.500000 Penalty: 5483.323242
	Iteration 68Q: 3 clusters Score -6414212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6414204.000000 Penalty: 5483.323242
	Iteration 69Q: 3 clusters Score -6414204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6414211.000000 Penalty: 5483.323242
	Iteration 70Q: 3 clusters Score -6414211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -6414212.500000 Penalty: 5483.323242
	Iteration 71Q: 3 clusters Score -6414212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -6414212.500000 Penalty: 5483.323242
	Iteration 72Q: 3 clusters Score -6414212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6414220.500000 Penalty: 5483.323242
	Iteration 73Q: 3 clusters Score -6414220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6414219.000000 Penalty: 5483.323242
	Iteration 74Q: 3 clusters Score -6414219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -6414218.000000 Penalty: 5483.323242
	Iteration 75Q: 3 clusters Score -6414218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6414228.000000 Penalty: 5483.323242
	Iteration 76Q: 3 clusters Score -6414228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6414217.000000 Penalty: 5483.323242
	Iteration 77Q: 3 clusters Score -6414217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6414226.500000 Penalty: 5483.323242
	Iteration 78Q: 3 clusters Score -6414226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -6414230.000000 Penalty: 5483.323242
	Iteration 79Q: 3 clusters Score -6414230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -6414227.500000 Penalty: 5483.323242
	Iteration 80F: 3 clusters Score -6414228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -6414229.500000 Penalty: 5483.323242
	Iteration 81Q: 3 clusters Score -6414230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -6414236.500000 Penalty: 5483.323242
	Iteration 82Q: 3 clusters Score -6414236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -6414241.000000 Penalty: 5483.323242
	Iteration 83Q: 3 clusters Score -6414241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -6414240.500000 Penalty: 5483.323242
	Iteration 84Q: 3 clusters Score -6414240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -6414242.000000 Penalty: 5483.323242
	Iteration 85Q: 3 clusters Score -6414242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -6414253.000000 Penalty: 5483.323242
	Iteration 86Q: 3 clusters Score -6414253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6414254.000000 Penalty: 5483.323242
	Iteration 87Q: 3 clusters Score -6414254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -6414247.000000 Penalty: 5483.323242
	Iteration 88Q: 3 clusters Score -6414247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -6414248.500000 Penalty: 5483.323242
	Iteration 89Q: 3 clusters Score -6414248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -6414245.000000 Penalty: 5483.323242
	Iteration 90Q: 3 clusters Score -6414245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -6414244.000000 Penalty: 5483.323242
	Iteration 91Q: 3 clusters Score -6414244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -6414247.000000 Penalty: 5483.323242
	Iteration 92Q: 3 clusters Score -6414247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6414242.000000 Penalty: 5483.323242
	Iteration 93Q: 3 clusters Score -6414242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6414242.000000 Penalty: 5483.323242
	Iteration 94F: 3 clusters Score -6414242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Entering Unmasked Estep 
Score: -96124920.000000 Penalty: 143859.062500
Splitting cluster 10 changes total score from -96120984.000000 to -96124920.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -735756.937500 Penalty: 2228.638672
	Iteration 0F: 2 clusters Score -735756.9 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 3869 members 
Entering Unmasked Estep 
Score: -729484.000000 Penalty: 4457.277344
	Iteration 0F: 3 clusters Score -729484 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -731899.750000 Penalty: 4457.277344
	Iteration 1F: 3 clusters Score -731899.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -732957.687500 Penalty: 4457.277344
	Iteration 2F: 3 clusters Score -732957.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -734157.125000 Penalty: 4457.277344
	Iteration 3F: 3 clusters Score -734157.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -735657.687500 Penalty: 4457.277344
	Iteration 4F: 3 clusters Score -735657.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -737780.312500 Penalty: 4457.277344
	Iteration 5F: 3 clusters Score -737780.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -739051.375000 Penalty: 4457.277344
	Iteration 6F: 3 clusters Score -739051.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -739552.437500 Penalty: 4457.277344
	Iteration 7Q: 3 clusters Score -739552.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -739847.875000 Penalty: 4457.277344
	Iteration 8Q: 3 clusters Score -739847.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -740012.062500 Penalty: 4457.277344
	Iteration 9Q: 3 clusters Score -740012.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -740078.875000 Penalty: 4457.277344
	Iteration 10Q: 3 clusters Score -740078.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -740101.500000 Penalty: 4457.277344
	Iteration 11Q: 3 clusters Score -740101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -740104.625000 Penalty: 4457.277344
	Iteration 12Q: 3 clusters Score -740104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -740104.375000 Penalty: 4457.277344
	Iteration 13Q: 3 clusters Score -740104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -740105.875000 Penalty: 4457.277344
	Iteration 14Q: 3 clusters Score -740105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -740105.875000 Penalty: 4457.277344
	Iteration 15F: 3 clusters Score -740105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Entering Unmasked Estep 
Score: -96128368.000000 Penalty: 147284.281250
Splitting cluster 11 changes total score from -96120984.000000 to -96128368.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (210602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210602 members 
Entering Unmasked Estep 
Score: -21683854.000000 Penalty: 3039.916016
	Iteration 0F: 2 clusters Score -2.168385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 105425 members 
Entering Unmasked Estep 
Score: -21542896.000000 Penalty: 6079.832031
	Iteration 0F: 3 clusters Score -2.15429e+07 nChanged 101010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -21601492.000000 Penalty: 6079.832031
	Iteration 1F: 3 clusters Score -2.160149e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -21602526.000000 Penalty: 6079.832031
	Iteration 2Q: 3 clusters Score -2.160253e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -21604632.000000 Penalty: 6079.832031
	Iteration 3Q: 3 clusters Score -2.160463e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -21608016.000000 Penalty: 6079.832031
	Iteration 4Q: 3 clusters Score -2.160802e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -21614540.000000 Penalty: 6079.832031
	Iteration 5F: 3 clusters Score -2.161454e+07 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -21624930.000000 Penalty: 6079.832031
	Iteration 6F: 3 clusters Score -2.162493e+07 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -21638484.000000 Penalty: 6079.832031
	Iteration 7F: 3 clusters Score -2.163848e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 178942 members 
Entering Unmasked Estep 
Score: -21652146.000000 Penalty: 6079.832031
	Iteration 8F: 3 clusters Score -2.165215e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 191637 members 
Entering Unmasked Estep 
Score: -21663776.000000 Penalty: 6079.832031
	Iteration 9F: 3 clusters Score -2.166378e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 200632 members 
Entering Unmasked Estep 
Score: -21672482.000000 Penalty: 6079.832031
	Iteration 10Q: 3 clusters Score -2.167248e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -21677280.000000 Penalty: 6079.832031
	Iteration 11Q: 3 clusters Score -2.167728e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 208445 members 
Entering Unmasked Estep 
Score: -21679620.000000 Penalty: 6079.832031
	Iteration 12Q: 3 clusters Score -2.167962e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 209427 members 
Entering Unmasked Estep 
Score: -21680470.000000 Penalty: 6079.832031
	Iteration 13Q: 3 clusters Score -2.168047e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -21680786.000000 Penalty: 6079.832031
	Iteration 14Q: 3 clusters Score -2.168079e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 209950 members 
Entering Unmasked Estep 
Score: -21680950.000000 Penalty: 6079.832031
	Iteration 15Q: 3 clusters Score -2.168095e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 210036 members 
Entering Unmasked Estep 
Score: -21681042.000000 Penalty: 6079.832031
	Iteration 16Q: 3 clusters Score -2.168104e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 210080 members 
Entering Unmasked Estep 
Score: -21681128.000000 Penalty: 6079.832031
	Iteration 17Q: 3 clusters Score -2.168113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 210095 members 
Entering Unmasked Estep 
Score: -21681158.000000 Penalty: 6079.832031
	Iteration 18Q: 3 clusters Score -2.168116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 210111 members 
Entering Unmasked Estep 
Score: -21681202.000000 Penalty: 6079.832031
	Iteration 19Q: 3 clusters Score -2.16812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 210116 members 
Entering Unmasked Estep 
Score: -21681204.000000 Penalty: 6079.832031
	Iteration 20F: 3 clusters Score -2.16812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 210123 members 
Entering Unmasked Estep 
Score: -21681218.000000 Penalty: 6079.832031
	Iteration 21Q: 3 clusters Score -2.168122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 210131 members 
Entering Unmasked Estep 
Score: -21681226.000000 Penalty: 6079.832031
	Iteration 22Q: 3 clusters Score -2.168123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 210134 members 
Entering Unmasked Estep 
Score: -21681212.000000 Penalty: 6079.832031
	Iteration 23Q: 3 clusters Score -2.168121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 210138 members 
Entering Unmasked Estep 
Score: -21681212.000000 Penalty: 6079.832031
	Iteration 24Q: 3 clusters Score -2.168121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 210140 members 
Entering Unmasked Estep 
Score: -21681216.000000 Penalty: 6079.832031
	Iteration 25Q: 3 clusters Score -2.168122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 210141 members 
Entering Unmasked Estep 
Score: -21681220.000000 Penalty: 6079.832031
	Iteration 26Q: 3 clusters Score -2.168122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 210142 members 
Entering Unmasked Estep 
Score: -21681226.000000 Penalty: 6079.832031
	Iteration 27Q: 3 clusters Score -2.168123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 210142 members 
Entering Unmasked Estep 
Score: -21681234.000000 Penalty: 6079.832031
	Iteration 28Q: 3 clusters Score -2.168123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 210142 members 
Entering Unmasked Estep 
Score: -21681234.000000 Penalty: 6079.832031
	Iteration 29F: 3 clusters Score -2.168123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Entering Unmasked Estep 
Score: -2854670.750000 Penalty: 2542.267090
	Iteration 0F: 2 clusters Score -2854671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2835250.750000 Penalty: 5084.534180
	Iteration 0F: 3 clusters Score -2835251 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2842267.500000 Penalty: 5084.534180
	Iteration 1F: 3 clusters Score -2842268 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2843069.750000 Penalty: 5084.534180
	Iteration 2F: 3 clusters Score -2843070 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2844159.500000 Penalty: 5084.534180
	Iteration 3F: 3 clusters Score -2844160 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2845649.250000 Penalty: 5084.534180
	Iteration 4F: 3 clusters Score -2845649 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2847449.000000 Penalty: 5084.534180
	Iteration 5F: 3 clusters Score -2847449 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2849092.000000 Penalty: 5084.534180
	Iteration 6F: 3 clusters Score -2849092 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2850382.500000 Penalty: 5084.534180
	Iteration 7F: 3 clusters Score -2850382 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2851325.750000 Penalty: 5084.534180
	Iteration 8Q: 3 clusters Score -2851326 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2851978.250000 Penalty: 5084.534180
	Iteration 9Q: 3 clusters Score -2851978 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2852432.750000 Penalty: 5084.534180
	Iteration 10Q: 3 clusters Score -2852433 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2852749.000000 Penalty: 5084.534180
	Iteration 11Q: 3 clusters Score -2852749 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2852990.750000 Penalty: 5084.534180
	Iteration 12Q: 3 clusters Score -2852991 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2853181.000000 Penalty: 5084.534180
	Iteration 13Q: 3 clusters Score -2853181 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2853315.500000 Penalty: 5084.534180
	Iteration 14Q: 3 clusters Score -2853316 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2853387.250000 Penalty: 5084.534180
	Iteration 15Q: 3 clusters Score -2853387 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2853426.500000 Penalty: 5084.534180
	Iteration 16Q: 3 clusters Score -2853426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2853459.500000 Penalty: 5084.534180
	Iteration 17Q: 3 clusters Score -2853460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2853488.000000 Penalty: 5084.534180
	Iteration 18Q: 3 clusters Score -2853488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2853489.000000 Penalty: 5084.534180
	Iteration 19Q: 3 clusters Score -2853489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2853501.000000 Penalty: 5084.534180
	Iteration 20F: 3 clusters Score -2853501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2853509.250000 Penalty: 5084.534180
	Iteration 21Q: 3 clusters Score -2853509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2853509.500000 Penalty: 5084.534180
	Iteration 22Q: 3 clusters Score -2853510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2853513.250000 Penalty: 5084.534180
	Iteration 23Q: 3 clusters Score -2853513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2853523.500000 Penalty: 5084.534180
	Iteration 24Q: 3 clusters Score -2853524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2853528.500000 Penalty: 5084.534180
	Iteration 25Q: 3 clusters Score -2853528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2853525.000000 Penalty: 5084.534180
	Iteration 26Q: 3 clusters Score -2853525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2853520.500000 Penalty: 5084.534180
	Iteration 27Q: 3 clusters Score -2853520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2853523.000000 Penalty: 5084.534180
	Iteration 28Q: 3 clusters Score -2853523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2853523.250000 Penalty: 5084.534180
	Iteration 29Q: 3 clusters Score -2853523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2853525.250000 Penalty: 5084.534180
	Iteration 30Q: 3 clusters Score -2853525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2853526.750000 Penalty: 5084.534180
	Iteration 31Q: 3 clusters Score -2853527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2853523.250000 Penalty: 5084.534180
	Iteration 32Q: 3 clusters Score -2853523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2853520.250000 Penalty: 5084.534180
	Iteration 33Q: 3 clusters Score -2853520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2853523.250000 Penalty: 5084.534180
	Iteration 34Q: 3 clusters Score -2853523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2853519.000000 Penalty: 5084.534180
	Iteration 35Q: 3 clusters Score -2853519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2853523.500000 Penalty: 5084.534180
	Iteration 36Q: 3 clusters Score -2853524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2853525.250000 Penalty: 5084.534180
	Iteration 37Q: 3 clusters Score -2853525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2853528.500000 Penalty: 5084.534180
	Iteration 38Q: 3 clusters Score -2853528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2853527.250000 Penalty: 5084.534180
	Iteration 39Q: 3 clusters Score -2853527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2853521.000000 Penalty: 5084.534180
	Iteration 40F: 3 clusters Score -2853521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2853519.500000 Penalty: 5084.534180
	Iteration 41Q: 3 clusters Score -2853520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2853519.750000 Penalty: 5084.534180
	Iteration 42Q: 3 clusters Score -2853520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2853519.750000 Penalty: 5084.534180
	Iteration 43F: 3 clusters Score -2853520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -568735.625000 Penalty: 2151.243164
	Iteration 0F: 2 clusters Score -568735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -563665.937500 Penalty: 4302.486328
	Iteration 0F: 3 clusters Score -563665.9 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -565222.875000 Penalty: 4302.486328
	Iteration 1F: 3 clusters Score -565222.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -566115.000000 Penalty: 4302.486328
	Iteration 2F: 3 clusters Score -566115 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -567375.375000 Penalty: 4302.486328
	Iteration 3F: 3 clusters Score -567375.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -568414.437500 Penalty: 4302.486328
	Iteration 4F: 3 clusters Score -568414.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -569113.000000 Penalty: 4302.486328
	Iteration 5F: 3 clusters Score -569113 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -569619.062500 Penalty: 4302.486328
	Iteration 6Q: 3 clusters Score -569619.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -569958.500000 Penalty: 4302.486328
	Iteration 7Q: 3 clusters Score -569958.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -570102.875000 Penalty: 4302.486328
	Iteration 8Q: 3 clusters Score -570102.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -570166.437500 Penalty: 4302.486328
	Iteration 9Q: 3 clusters Score -570166.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -570208.375000 Penalty: 4302.486328
	Iteration 10Q: 3 clusters Score -570208.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -570239.062500 Penalty: 4302.486328
	Iteration 11Q: 3 clusters Score -570239.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -570265.437500 Penalty: 4302.486328
	Iteration 12Q: 3 clusters Score -570265.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -570287.250000 Penalty: 4302.486328
	Iteration 13Q: 3 clusters Score -570287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -570300.250000 Penalty: 4302.486328
	Iteration 14Q: 3 clusters Score -570300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -570308.875000 Penalty: 4302.486328
	Iteration 15Q: 3 clusters Score -570308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -570314.062500 Penalty: 4302.486328
	Iteration 16Q: 3 clusters Score -570314.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -570319.937500 Penalty: 4302.486328
	Iteration 17Q: 3 clusters Score -570319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -570323.437500 Penalty: 4302.486328
	Iteration 18Q: 3 clusters Score -570323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -570327.437500 Penalty: 4302.486328
	Iteration 19Q: 3 clusters Score -570327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -570329.687500 Penalty: 4302.486328
	Iteration 20F: 3 clusters Score -570329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -570330.625000 Penalty: 4302.486328
	Iteration 21Q: 3 clusters Score -570330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -570332.937500 Penalty: 4302.486328
	Iteration 22Q: 3 clusters Score -570332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -570336.062500 Penalty: 4302.486328
	Iteration 23Q: 3 clusters Score -570336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -570335.875000 Penalty: 4302.486328
	Iteration 24Q: 3 clusters Score -570335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -570336.687500 Penalty: 4302.486328
	Iteration 25Q: 3 clusters Score -570336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -570336.687500 Penalty: 4302.486328
	Iteration 26F: 3 clusters Score -570336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Entering Unmasked Estep 
Score: -96128864.000000 Penalty: 150709.500000
Splitting cluster 14 changes total score from -96120984.000000 to -96128864.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 15 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -893366.062500 Penalty: 2246.616211
	Iteration 0F: 2 clusters Score -893366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -886616.000000 Penalty: 4493.232422
	Iteration 0F: 3 clusters Score -886616 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -888499.062500 Penalty: 4493.232422
	Iteration 1F: 3 clusters Score -888499.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -888792.062500 Penalty: 4493.232422
	Iteration 2F: 3 clusters Score -888792.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -889011.312500 Penalty: 4493.232422
	Iteration 3F: 3 clusters Score -889011.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -889184.312500 Penalty: 4493.232422
	Iteration 4Q: 3 clusters Score -889184.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -889344.750000 Penalty: 4493.232422
	Iteration 5Q: 3 clusters Score -889344.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -889496.937500 Penalty: 4493.232422
	Iteration 6Q: 3 clusters Score -889496.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -889651.937500 Penalty: 4493.232422
	Iteration 7Q: 3 clusters Score -889651.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -889833.562500 Penalty: 4493.232422
	Iteration 8Q: 3 clusters Score -889833.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -890028.062500 Penalty: 4493.232422
	Iteration 9Q: 3 clusters Score -890028.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -890249.750000 Penalty: 4493.232422
	Iteration 10Q: 3 clusters Score -890249.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -890501.187500 Penalty: 4493.232422
	Iteration 11Q: 3 clusters Score -890501.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -890697.687500 Penalty: 4493.232422
	Iteration 12Q: 3 clusters Score -890697.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -890830.500000 Penalty: 4493.232422
	Iteration 13Q: 3 clusters Score -890830.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -890954.500000 Penalty: 4493.232422
	Iteration 14Q: 3 clusters Score -890954.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -891057.312500 Penalty: 4493.232422
	Iteration 15Q: 3 clusters Score -891057.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -891138.937500 Penalty: 4493.232422
	Iteration 16Q: 3 clusters Score -891138.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -891215.687500 Penalty: 4493.232422
	Iteration 17Q: 3 clusters Score -891215.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -891262.687500 Penalty: 4493.232422
	Iteration 18Q: 3 clusters Score -891262.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -891297.437500 Penalty: 4493.232422
	Iteration 19Q: 3 clusters Score -891297.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -891331.062500 Penalty: 4493.232422
	Iteration 20F: 3 clusters Score -891331.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -891363.437500 Penalty: 4493.232422
	Iteration 21Q: 3 clusters Score -891363.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -891383.250000 Penalty: 4493.232422
	Iteration 22Q: 3 clusters Score -891383.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -891401.062500 Penalty: 4493.232422
	Iteration 23Q: 3 clusters Score -891401.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -891420.750000 Penalty: 4493.232422
	Iteration 24Q: 3 clusters Score -891420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -891432.750000 Penalty: 4493.232422
	Iteration 25Q: 3 clusters Score -891432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -891440.750000 Penalty: 4493.232422
	Iteration 26Q: 3 clusters Score -891440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -891445.000000 Penalty: 4493.232422
	Iteration 27Q: 3 clusters Score -891445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -891448.875000 Penalty: 4493.232422
	Iteration 28Q: 3 clusters Score -891448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -891454.125000 Penalty: 4493.232422
	Iteration 29Q: 3 clusters Score -891454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -891457.687500 Penalty: 4493.232422
	Iteration 30Q: 3 clusters Score -891457.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -891464.187500 Penalty: 4493.232422
	Iteration 31Q: 3 clusters Score -891464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -891467.000000 Penalty: 4493.232422
	Iteration 32Q: 3 clusters Score -891467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -891469.187500 Penalty: 4493.232422
	Iteration 33Q: 3 clusters Score -891469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -891471.625000 Penalty: 4493.232422
	Iteration 34Q: 3 clusters Score -891471.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -891479.812500 Penalty: 4493.232422
	Iteration 35Q: 3 clusters Score -891479.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -891484.000000 Penalty: 4493.232422
	Iteration 36Q: 3 clusters Score -891484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -891493.812500 Penalty: 4493.232422
	Iteration 37Q: 3 clusters Score -891493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -891497.937500 Penalty: 4493.232422
	Iteration 38Q: 3 clusters Score -891497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -891503.937500 Penalty: 4493.232422
	Iteration 39Q: 3 clusters Score -891503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -891510.625000 Penalty: 4493.232422
	Iteration 40F: 3 clusters Score -891510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -891515.937500 Penalty: 4493.232422
	Iteration 41Q: 3 clusters Score -891515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -891519.312500 Penalty: 4493.232422
	Iteration 42Q: 3 clusters Score -891519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -891523.312500 Penalty: 4493.232422
	Iteration 43Q: 3 clusters Score -891523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -891524.875000 Penalty: 4493.232422
	Iteration 44Q: 3 clusters Score -891524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -891526.062500 Penalty: 4493.232422
	Iteration 45Q: 3 clusters Score -891526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -891527.875000 Penalty: 4493.232422
	Iteration 46Q: 3 clusters Score -891527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -891530.812500 Penalty: 4493.232422
	Iteration 47Q: 3 clusters Score -891530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -891532.562500 Penalty: 4493.232422
	Iteration 48Q: 3 clusters Score -891532.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -891535.937500 Penalty: 4493.232422
	Iteration 49Q: 3 clusters Score -891535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -891538.562500 Penalty: 4493.232422
	Iteration 50Q: 3 clusters Score -891538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -891538.625000 Penalty: 4493.232422
	Iteration 51Q: 3 clusters Score -891538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -891538.812500 Penalty: 4493.232422
	Iteration 52Q: 3 clusters Score -891538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -891538.750000 Penalty: 4493.232422
	Iteration 53Q: 3 clusters Score -891538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -891538.750000 Penalty: 4493.232422
	Iteration 54F: 3 clusters Score -891538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -566533.937500 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -566533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -561507.437500 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -561507.4 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -562867.250000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -562867.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -563425.875000 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -563425.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -564327.312500 Penalty: 4297.288574
	Iteration 3F: 3 clusters Score -564327.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -565058.125000 Penalty: 4297.288574
	Iteration 4F: 3 clusters Score -565058.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -565594.562500 Penalty: 4297.288574
	Iteration 5F: 3 clusters Score -565594.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -565909.312500 Penalty: 4297.288574
	Iteration 6F: 3 clusters Score -565909.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -566105.250000 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -566105.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -566210.000000 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -566210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -566253.187500 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -566253.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -566274.437500 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -566274.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -566293.375000 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -566293.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -566301.812500 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -566301.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -566306.562500 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -566306.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -566312.187500 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -566312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -566317.625000 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -566317.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -566321.875000 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -566321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -566326.500000 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -566326.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -566332.937500 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -566332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -566336.000000 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -566336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -566338.000000 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -566338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -566339.937500 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -566339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -566341.250000 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -566341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -566342.000000 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -566342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -566343.437500 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -566343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -566343.625000 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -566343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -566345.750000 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -566345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -566348.125000 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -566348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -566348.562500 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -566348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -566349.062500 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -566349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -566349.000000 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -566349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -566349.187500 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -566349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -566350.000000 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -566350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -566351.000000 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -566351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -566351.562500 Penalty: 4297.288574
	Iteration 34Q: 3 clusters Score -566351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -566351.187500 Penalty: 4297.288574
	Iteration 35Q: 3 clusters Score -566351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -566351.125000 Penalty: 4297.288574
	Iteration 36Q: 3 clusters Score -566351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -566352.500000 Penalty: 4297.288574
	Iteration 37Q: 3 clusters Score -566352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -566353.750000 Penalty: 4297.288574
	Iteration 38Q: 3 clusters Score -566353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -566354.812500 Penalty: 4297.288574
	Iteration 39Q: 3 clusters Score -566354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -566354.812500 Penalty: 4297.288574
	Iteration 40F: 3 clusters Score -566354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Entering Unmasked Estep 
Score: -5680198.000000 Penalty: 2708.667236
	Iteration 0F: 2 clusters Score -5680198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5642972.000000 Penalty: 5417.334473
	Iteration 0F: 3 clusters Score -5642972 nChanged 25723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -5657360.500000 Penalty: 5417.334473
	Iteration 1F: 3 clusters Score -5657360 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -5658075.500000 Penalty: 5417.334473
	Iteration 2Q: 3 clusters Score -5658076 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5658925.000000 Penalty: 5417.334473
	Iteration 3Q: 3 clusters Score -5658925 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -5660111.000000 Penalty: 5417.334473
	Iteration 4Q: 3 clusters Score -5660111 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -5661903.500000 Penalty: 5417.334473
	Iteration 5F: 3 clusters Score -5661904 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5664532.000000 Penalty: 5417.334473
	Iteration 6F: 3 clusters Score -5664532 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -5667628.000000 Penalty: 5417.334473
	Iteration 7F: 3 clusters Score -5667628 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -5670760.000000 Penalty: 5417.334473
	Iteration 8F: 3 clusters Score -5670760 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -5673204.000000 Penalty: 5417.334473
	Iteration 9Q: 3 clusters Score -5673204 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -5674786.500000 Penalty: 5417.334473
	Iteration 10Q: 3 clusters Score -5674786 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -5675814.000000 Penalty: 5417.334473
	Iteration 11Q: 3 clusters Score -5675814 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -5676441.000000 Penalty: 5417.334473
	Iteration 12Q: 3 clusters Score -5676441 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -5676825.500000 Penalty: 5417.334473
	Iteration 13Q: 3 clusters Score -5676826 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5677077.500000 Penalty: 5417.334473
	Iteration 14Q: 3 clusters Score -5677078 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -5677248.000000 Penalty: 5417.334473
	Iteration 15Q: 3 clusters Score -5677248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -5677375.000000 Penalty: 5417.334473
	Iteration 16Q: 3 clusters Score -5677375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -5677450.500000 Penalty: 5417.334473
	Iteration 17Q: 3 clusters Score -5677450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -5677511.500000 Penalty: 5417.334473
	Iteration 18Q: 3 clusters Score -5677512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -5677553.000000 Penalty: 5417.334473
	Iteration 19Q: 3 clusters Score -5677553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -5677581.000000 Penalty: 5417.334473
	Iteration 20F: 3 clusters Score -5677581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -5677607.500000 Penalty: 5417.334473
	Iteration 21Q: 3 clusters Score -5677608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -5677632.500000 Penalty: 5417.334473
	Iteration 22Q: 3 clusters Score -5677632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -5677650.000000 Penalty: 5417.334473
	Iteration 23Q: 3 clusters Score -5677650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -5677670.500000 Penalty: 5417.334473
	Iteration 24Q: 3 clusters Score -5677670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -5677684.000000 Penalty: 5417.334473
	Iteration 25Q: 3 clusters Score -5677684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -5677697.000000 Penalty: 5417.334473
	Iteration 26Q: 3 clusters Score -5677697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -5677701.500000 Penalty: 5417.334473
	Iteration 27Q: 3 clusters Score -5677702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -5677709.500000 Penalty: 5417.334473
	Iteration 28Q: 3 clusters Score -5677710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -5677721.500000 Penalty: 5417.334473
	Iteration 29Q: 3 clusters Score -5677722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -5677721.000000 Penalty: 5417.334473
	Iteration 30Q: 3 clusters Score -5677721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -5677728.000000 Penalty: 5417.334473
	Iteration 31Q: 3 clusters Score -5677728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -5677735.500000 Penalty: 5417.334473
	Iteration 32Q: 3 clusters Score -5677736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -5677745.000000 Penalty: 5417.334473
	Iteration 33Q: 3 clusters Score -5677745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -5677755.500000 Penalty: 5417.334473
	Iteration 34Q: 3 clusters Score -5677756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -5677761.500000 Penalty: 5417.334473
	Iteration 35Q: 3 clusters Score -5677762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -5677767.500000 Penalty: 5417.334473
	Iteration 36Q: 3 clusters Score -5677768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -5677776.500000 Penalty: 5417.334473
	Iteration 37Q: 3 clusters Score -5677776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -5677780.500000 Penalty: 5417.334473
	Iteration 38Q: 3 clusters Score -5677780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -5677783.500000 Penalty: 5417.334473
	Iteration 39Q: 3 clusters Score -5677784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -5677779.500000 Penalty: 5417.334473
	Iteration 40F: 3 clusters Score -5677780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Entering Unmasked Estep 
Score: -933923.062500 Penalty: 2264.158691
	Iteration 0F: 2 clusters Score -933923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -926737.500000 Penalty: 4528.317383
	Iteration 0F: 3 clusters Score -926737.5 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -928772.750000 Penalty: 4528.317383
	Iteration 1F: 3 clusters Score -928772.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -929063.937500 Penalty: 4528.317383
	Iteration 2F: 3 clusters Score -929063.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -929272.625000 Penalty: 4528.317383
	Iteration 3F: 3 clusters Score -929272.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -929439.000000 Penalty: 4528.317383
	Iteration 4Q: 3 clusters Score -929439 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -929588.437500 Penalty: 4528.317383
	Iteration 5Q: 3 clusters Score -929588.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -929745.125000 Penalty: 4528.317383
	Iteration 6Q: 3 clusters Score -929745.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -929937.375000 Penalty: 4528.317383
	Iteration 7Q: 3 clusters Score -929937.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -930197.625000 Penalty: 4528.317383
	Iteration 8Q: 3 clusters Score -930197.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -930456.875000 Penalty: 4528.317383
	Iteration 9Q: 3 clusters Score -930456.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -930715.562500 Penalty: 4528.317383
	Iteration 10Q: 3 clusters Score -930715.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -930959.000000 Penalty: 4528.317383
	Iteration 11Q: 3 clusters Score -930959 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -931177.687500 Penalty: 4528.317383
	Iteration 12Q: 3 clusters Score -931177.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -931357.312500 Penalty: 4528.317383
	Iteration 13Q: 3 clusters Score -931357.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -931470.437500 Penalty: 4528.317383
	Iteration 14Q: 3 clusters Score -931470.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -931540.500000 Penalty: 4528.317383
	Iteration 15Q: 3 clusters Score -931540.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -931593.062500 Penalty: 4528.317383
	Iteration 16Q: 3 clusters Score -931593.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -931634.375000 Penalty: 4528.317383
	Iteration 17Q: 3 clusters Score -931634.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -931664.250000 Penalty: 4528.317383
	Iteration 18Q: 3 clusters Score -931664.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -931699.625000 Penalty: 4528.317383
	Iteration 19Q: 3 clusters Score -931699.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -931722.250000 Penalty: 4528.317383
	Iteration 20F: 3 clusters Score -931722.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -931744.875000 Penalty: 4528.317383
	Iteration 21Q: 3 clusters Score -931744.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -931760.562500 Penalty: 4528.317383
	Iteration 22Q: 3 clusters Score -931760.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -931775.812500 Penalty: 4528.317383
	Iteration 23Q: 3 clusters Score -931775.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -931793.750000 Penalty: 4528.317383
	Iteration 24Q: 3 clusters Score -931793.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -931811.062500 Penalty: 4528.317383
	Iteration 25Q: 3 clusters Score -931811.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -931823.250000 Penalty: 4528.317383
	Iteration 26Q: 3 clusters Score -931823.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -931843.875000 Penalty: 4528.317383
	Iteration 27Q: 3 clusters Score -931843.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -931861.687500 Penalty: 4528.317383
	Iteration 28Q: 3 clusters Score -931861.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -931876.312500 Penalty: 4528.317383
	Iteration 29Q: 3 clusters Score -931876.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -931886.812500 Penalty: 4528.317383
	Iteration 30Q: 3 clusters Score -931886.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -931900.562500 Penalty: 4528.317383
	Iteration 31Q: 3 clusters Score -931900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -931906.937500 Penalty: 4528.317383
	Iteration 32Q: 3 clusters Score -931906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -931915.312500 Penalty: 4528.317383
	Iteration 33Q: 3 clusters Score -931915.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -931923.125000 Penalty: 4528.317383
	Iteration 34Q: 3 clusters Score -931923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -931928.812500 Penalty: 4528.317383
	Iteration 35Q: 3 clusters Score -931928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -931932.875000 Penalty: 4528.317383
	Iteration 36Q: 3 clusters Score -931932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -931935.875000 Penalty: 4528.317383
	Iteration 37Q: 3 clusters Score -931935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -931937.812500 Penalty: 4528.317383
	Iteration 38Q: 3 clusters Score -931937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -931937.375000 Penalty: 4528.317383
	Iteration 39Q: 3 clusters Score -931937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -931940.000000 Penalty: 4528.317383
	Iteration 40F: 3 clusters Score -931940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -931940.750000 Penalty: 4528.317383
	Iteration 41Q: 3 clusters Score -931940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -931941.750000 Penalty: 4528.317383
	Iteration 42Q: 3 clusters Score -931941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -931941.500000 Penalty: 4528.317383
	Iteration 43Q: 3 clusters Score -931941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -931940.562500 Penalty: 4528.317383
	Iteration 44Q: 3 clusters Score -931940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -931942.437500 Penalty: 4528.317383
	Iteration 45Q: 3 clusters Score -931942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -931942.687500 Penalty: 4528.317383
	Iteration 46Q: 3 clusters Score -931942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -931942.250000 Penalty: 4528.317383
	Iteration 47Q: 3 clusters Score -931942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -931943.875000 Penalty: 4528.317383
	Iteration 48Q: 3 clusters Score -931943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -931943.875000 Penalty: 4528.317383
	Iteration 49F: 3 clusters Score -931943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Entering Unmasked Estep 
Score: -1608223.875000 Penalty: 2406.379883
	Iteration 0F: 2 clusters Score -1608224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1596443.000000 Penalty: 4812.759766
	Iteration 0F: 3 clusters Score -1596443 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1600719.125000 Penalty: 4812.759766
	Iteration 1F: 3 clusters Score -1600719 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1601647.500000 Penalty: 4812.759766
	Iteration 2F: 3 clusters Score -1601648 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1602629.750000 Penalty: 4812.759766
	Iteration 3F: 3 clusters Score -1602630 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1603554.250000 Penalty: 4812.759766
	Iteration 4F: 3 clusters Score -1603554 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1604608.625000 Penalty: 4812.759766
	Iteration 5F: 3 clusters Score -1604609 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1605933.000000 Penalty: 4812.759766
	Iteration 6F: 3 clusters Score -1605933 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1607142.625000 Penalty: 4812.759766
	Iteration 7F: 3 clusters Score -1607143 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1607843.500000 Penalty: 4812.759766
	Iteration 8F: 3 clusters Score -1607844 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1608325.250000 Penalty: 4812.759766
	Iteration 9Q: 3 clusters Score -1608325 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1608662.000000 Penalty: 4812.759766
	Iteration 10Q: 3 clusters Score -1608662 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1608915.625000 Penalty: 4812.759766
	Iteration 11Q: 3 clusters Score -1608916 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1609158.000000 Penalty: 4812.759766
	Iteration 12Q: 3 clusters Score -1609158 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1609441.500000 Penalty: 4812.759766
	Iteration 13Q: 3 clusters Score -1609442 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1609814.250000 Penalty: 4812.759766
	Iteration 14Q: 3 clusters Score -1609814 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1610204.375000 Penalty: 4812.759766
	Iteration 15Q: 3 clusters Score -1610204 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1610458.500000 Penalty: 4812.759766
	Iteration 16Q: 3 clusters Score -1610458 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1610595.500000 Penalty: 4812.759766
	Iteration 17Q: 3 clusters Score -1610596 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1610667.375000 Penalty: 4812.759766
	Iteration 18Q: 3 clusters Score -1610667 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1610708.750000 Penalty: 4812.759766
	Iteration 19Q: 3 clusters Score -1610709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1610741.625000 Penalty: 4812.759766
	Iteration 20F: 3 clusters Score -1610742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1610772.625000 Penalty: 4812.759766
	Iteration 21Q: 3 clusters Score -1610773 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1610792.250000 Penalty: 4812.759766
	Iteration 22Q: 3 clusters Score -1610792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1610827.125000 Penalty: 4812.759766
	Iteration 23Q: 3 clusters Score -1610827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1610871.500000 Penalty: 4812.759766
	Iteration 24Q: 3 clusters Score -1610872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1610921.000000 Penalty: 4812.759766
	Iteration 25Q: 3 clusters Score -1610921 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1611012.500000 Penalty: 4812.759766
	Iteration 26Q: 3 clusters Score -1611012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1611149.500000 Penalty: 4812.759766
	Iteration 27Q: 3 clusters Score -1611150 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1611424.875000 Penalty: 4812.759766
	Iteration 28Q: 3 clusters Score -1611425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1611768.000000 Penalty: 4812.759766
	Iteration 29Q: 3 clusters Score -1611768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1611972.500000 Penalty: 4812.759766
	Iteration 30Q: 3 clusters Score -1611972 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1612034.750000 Penalty: 4812.759766
	Iteration 31Q: 3 clusters Score -1612035 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1612057.250000 Penalty: 4812.759766
	Iteration 32Q: 3 clusters Score -1612057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1612062.000000 Penalty: 4812.759766
	Iteration 33Q: 3 clusters Score -1612062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1612073.500000 Penalty: 4812.759766
	Iteration 34Q: 3 clusters Score -1612074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1612074.375000 Penalty: 4812.759766
	Iteration 35Q: 3 clusters Score -1612074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1612077.625000 Penalty: 4812.759766
	Iteration 36Q: 3 clusters Score -1612078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1612077.625000 Penalty: 4812.759766
	Iteration 37Q: 3 clusters Score -1612078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1612082.125000 Penalty: 4812.759766
	Iteration 38Q: 3 clusters Score -1612082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1612084.125000 Penalty: 4812.759766
	Iteration 39Q: 3 clusters Score -1612084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1612082.875000 Penalty: 4812.759766
	Iteration 40F: 3 clusters Score -1612083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1612082.500000 Penalty: 4812.759766
	Iteration 41Q: 3 clusters Score -1612082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1612082.250000 Penalty: 4812.759766
	Iteration 42Q: 3 clusters Score -1612082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1612084.500000 Penalty: 4812.759766
	Iteration 43Q: 3 clusters Score -1612084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1612084.750000 Penalty: 4812.759766
	Iteration 44Q: 3 clusters Score -1612085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1612085.375000 Penalty: 4812.759766
	Iteration 45Q: 3 clusters Score -1612085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1612086.625000 Penalty: 4812.759766
	Iteration 46Q: 3 clusters Score -1612087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1612084.625000 Penalty: 4812.759766
	Iteration 47Q: 3 clusters Score -1612085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1612084.625000 Penalty: 4812.759766
	Iteration 48F: 3 clusters Score -1612085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Entering Unmasked Estep 
Score: -96131912.000000 Penalty: 154134.718750
Splitting cluster 19 changes total score from -96120984.000000 to -96131912.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1155039.375000 Penalty: 2334.351807
	Iteration 0F: 2 clusters Score -1155039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1145908.125000 Penalty: 4668.703613
	Iteration 0F: 3 clusters Score -1145908 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1148865.500000 Penalty: 4668.703613
	Iteration 1F: 3 clusters Score -1148866 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1149496.500000 Penalty: 4668.703613
	Iteration 2F: 3 clusters Score -1149496 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1150178.875000 Penalty: 4668.703613
	Iteration 3F: 3 clusters Score -1150179 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1150892.250000 Penalty: 4668.703613
	Iteration 4F: 3 clusters Score -1150892 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1151636.500000 Penalty: 4668.703613
	Iteration 5F: 3 clusters Score -1151636 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1152426.125000 Penalty: 4668.703613
	Iteration 6F: 3 clusters Score -1152426 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1153144.375000 Penalty: 4668.703613
	Iteration 7F: 3 clusters Score -1153144 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1153656.875000 Penalty: 4668.703613
	Iteration 8Q: 3 clusters Score -1153657 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1154026.500000 Penalty: 4668.703613
	Iteration 9Q: 3 clusters Score -1154026 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1154273.500000 Penalty: 4668.703613
	Iteration 10Q: 3 clusters Score -1154274 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1154443.750000 Penalty: 4668.703613
	Iteration 11Q: 3 clusters Score -1154444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1154529.500000 Penalty: 4668.703613
	Iteration 12Q: 3 clusters Score -1154530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1154586.000000 Penalty: 4668.703613
	Iteration 13Q: 3 clusters Score -1154586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1154620.250000 Penalty: 4668.703613
	Iteration 14Q: 3 clusters Score -1154620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1154642.500000 Penalty: 4668.703613
	Iteration 15Q: 3 clusters Score -1154642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1154657.000000 Penalty: 4668.703613
	Iteration 16Q: 3 clusters Score -1154657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1154664.875000 Penalty: 4668.703613
	Iteration 17Q: 3 clusters Score -1154665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1154680.750000 Penalty: 4668.703613
	Iteration 18Q: 3 clusters Score -1154681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1154687.125000 Penalty: 4668.703613
	Iteration 19Q: 3 clusters Score -1154687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1154697.375000 Penalty: 4668.703613
	Iteration 20F: 3 clusters Score -1154697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1154705.625000 Penalty: 4668.703613
	Iteration 21Q: 3 clusters Score -1154706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1154718.625000 Penalty: 4668.703613
	Iteration 22Q: 3 clusters Score -1154719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1154724.625000 Penalty: 4668.703613
	Iteration 23Q: 3 clusters Score -1154725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1154737.625000 Penalty: 4668.703613
	Iteration 24Q: 3 clusters Score -1154738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1154753.500000 Penalty: 4668.703613
	Iteration 25Q: 3 clusters Score -1154754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1154766.375000 Penalty: 4668.703613
	Iteration 26Q: 3 clusters Score -1154766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1154774.875000 Penalty: 4668.703613
	Iteration 27Q: 3 clusters Score -1154775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1154786.875000 Penalty: 4668.703613
	Iteration 28Q: 3 clusters Score -1154787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1154792.000000 Penalty: 4668.703613
	Iteration 29Q: 3 clusters Score -1154792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1154802.750000 Penalty: 4668.703613
	Iteration 30Q: 3 clusters Score -1154803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1154806.250000 Penalty: 4668.703613
	Iteration 31Q: 3 clusters Score -1154806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1154816.750000 Penalty: 4668.703613
	Iteration 32Q: 3 clusters Score -1154817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1154824.875000 Penalty: 4668.703613
	Iteration 33Q: 3 clusters Score -1154825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1154834.000000 Penalty: 4668.703613
	Iteration 34Q: 3 clusters Score -1154834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1154837.750000 Penalty: 4668.703613
	Iteration 35Q: 3 clusters Score -1154838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1154846.000000 Penalty: 4668.703613
	Iteration 36Q: 3 clusters Score -1154846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1154856.375000 Penalty: 4668.703613
	Iteration 37Q: 3 clusters Score -1154856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1154864.125000 Penalty: 4668.703613
	Iteration 38Q: 3 clusters Score -1154864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1154875.250000 Penalty: 4668.703613
	Iteration 39Q: 3 clusters Score -1154875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1154884.875000 Penalty: 4668.703613
	Iteration 40F: 3 clusters Score -1154885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1154898.875000 Penalty: 4668.703613
	Iteration 41Q: 3 clusters Score -1154899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1154912.000000 Penalty: 4668.703613
	Iteration 42Q: 3 clusters Score -1154912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1154920.875000 Penalty: 4668.703613
	Iteration 43Q: 3 clusters Score -1154921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1154933.125000 Penalty: 4668.703613
	Iteration 44Q: 3 clusters Score -1154933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1154944.000000 Penalty: 4668.703613
	Iteration 45Q: 3 clusters Score -1154944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1154955.000000 Penalty: 4668.703613
	Iteration 46Q: 3 clusters Score -1154955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1154965.375000 Penalty: 4668.703613
	Iteration 47Q: 3 clusters Score -1154965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1154973.750000 Penalty: 4668.703613
	Iteration 48Q: 3 clusters Score -1154974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1154989.250000 Penalty: 4668.703613
	Iteration 49Q: 3 clusters Score -1154989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1155010.000000 Penalty: 4668.703613
	Iteration 50Q: 3 clusters Score -1155010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1155042.875000 Penalty: 4668.703613
	Iteration 51Q: 3 clusters Score -1155043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1155077.375000 Penalty: 4668.703613
	Iteration 52Q: 3 clusters Score -1155077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1155111.375000 Penalty: 4668.703613
	Iteration 53Q: 3 clusters Score -1155111 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1155158.250000 Penalty: 4668.703613
	Iteration 54Q: 3 clusters Score -1155158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1155199.375000 Penalty: 4668.703613
	Iteration 55Q: 3 clusters Score -1155199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1155245.125000 Penalty: 4668.703613
	Iteration 56Q: 3 clusters Score -1155245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1155292.625000 Penalty: 4668.703613
	Iteration 57Q: 3 clusters Score -1155293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1155330.000000 Penalty: 4668.703613
	Iteration 58Q: 3 clusters Score -1155330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1155361.625000 Penalty: 4668.703613
	Iteration 59Q: 3 clusters Score -1155362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1155393.375000 Penalty: 4668.703613
	Iteration 60F: 3 clusters Score -1155393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1155433.750000 Penalty: 4668.703613
	Iteration 61Q: 3 clusters Score -1155434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1155456.875000 Penalty: 4668.703613
	Iteration 62Q: 3 clusters Score -1155457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1155478.250000 Penalty: 4668.703613
	Iteration 63Q: 3 clusters Score -1155478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1155496.000000 Penalty: 4668.703613
	Iteration 64Q: 3 clusters Score -1155496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1155506.750000 Penalty: 4668.703613
	Iteration 65Q: 3 clusters Score -1155507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1155512.625000 Penalty: 4668.703613
	Iteration 66Q: 3 clusters Score -1155513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1155514.375000 Penalty: 4668.703613
	Iteration 67Q: 3 clusters Score -1155514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1155518.750000 Penalty: 4668.703613
	Iteration 68Q: 3 clusters Score -1155519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1155520.625000 Penalty: 4668.703613
	Iteration 69Q: 3 clusters Score -1155521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1155522.625000 Penalty: 4668.703613
	Iteration 70Q: 3 clusters Score -1155523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1155525.750000 Penalty: 4668.703613
	Iteration 71Q: 3 clusters Score -1155526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1155524.375000 Penalty: 4668.703613
	Iteration 72Q: 3 clusters Score -1155524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1155526.375000 Penalty: 4668.703613
	Iteration 73Q: 3 clusters Score -1155526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1155526.250000 Penalty: 4668.703613
	Iteration 74Q: 3 clusters Score -1155526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1155527.375000 Penalty: 4668.703613
	Iteration 75Q: 3 clusters Score -1155527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1155527.375000 Penalty: 4668.703613
	Iteration 76F: 3 clusters Score -1155527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Entering Unmasked Estep 
Score: -96131296.000000 Penalty: 157559.937500
Splitting cluster 20 changes total score from -96120984.000000 to -96131296.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 21 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -267305.312500 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -267305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -264219.125000 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -264219.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -265854.406250 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -265854.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -266830.500000 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -266830.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -267575.687500 Penalty: 3968.838135
	Iteration 3F: 3 clusters Score -267575.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268304.312500 Penalty: 3968.838135
	Iteration 4F: 3 clusters Score -268304.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269022.906250 Penalty: 3968.838135
	Iteration 5F: 3 clusters Score -269022.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -269519.843750 Penalty: 3968.838135
	Iteration 6F: 3 clusters Score -269519.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -269738.593750 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -269738.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -269989.906250 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -269989.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270207.593750 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -270207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270303.687500 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -270303.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -270355.625000 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -270355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -270455.468750 Penalty: 3968.838135
	Iteration 12Q: 3 clusters Score -270455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -270534.500000 Penalty: 3968.838135
	Iteration 13Q: 3 clusters Score -270534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -270577.843750 Penalty: 3968.838135
	Iteration 14Q: 3 clusters Score -270577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -270586.562500 Penalty: 3968.838135
	Iteration 15Q: 3 clusters Score -270586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -270588.000000 Penalty: 3968.838135
	Iteration 16Q: 3 clusters Score -270588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270590.375000 Penalty: 3968.838135
	Iteration 17Q: 3 clusters Score -270590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270763.375000 Penalty: 3968.838135
	Iteration 18F: 3 clusters Score -270763.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271700.687500 Penalty: 3968.838135
	Iteration 19Q: 3 clusters Score -271700.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -273030.000000 Penalty: 3968.838135
	Iteration 20F: 3 clusters Score -273030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -273087.125000 Penalty: 3968.838135
	Iteration 21Q: 3 clusters Score -273087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273103.500000 Penalty: 3968.838135
	Iteration 22Q: 3 clusters Score -273103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -273116.750000 Penalty: 3968.838135
	Iteration 23Q: 3 clusters Score -273116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -273120.125000 Penalty: 3968.838135
	Iteration 24Q: 3 clusters Score -273120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -273121.875000 Penalty: 3968.838135
	Iteration 25Q: 3 clusters Score -273121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -273123.125000 Penalty: 3968.838135
	Iteration 26Q: 3 clusters Score -273123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -273124.468750 Penalty: 3968.838135
	Iteration 27Q: 3 clusters Score -273124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -273127.750000 Penalty: 3968.838135
	Iteration 28Q: 3 clusters Score -273127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -273128.500000 Penalty: 3968.838135
	Iteration 29Q: 3 clusters Score -273128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -273128.500000 Penalty: 3968.838135
	Iteration 30F: 3 clusters Score -273128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Entering Unmasked Estep 
Score: -96136072.000000 Penalty: 160985.156250
Splitting cluster 21 changes total score from -96120984.000000 to -96136072.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 22 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -762285.250000 Penalty: 2206.150146
	Iteration 0F: 2 clusters Score -762285.2 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 3609 members 
Entering Unmasked Estep 
Score: -756335.750000 Penalty: 4412.300293
	Iteration 0F: 3 clusters Score -756335.8 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -757877.875000 Penalty: 4412.300293
	Iteration 1F: 3 clusters Score -757877.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -758095.437500 Penalty: 4412.300293
	Iteration 2F: 3 clusters Score -758095.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -758256.562500 Penalty: 4412.300293
	Iteration 3Q: 3 clusters Score -758256.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -758378.812500 Penalty: 4412.300293
	Iteration 4Q: 3 clusters Score -758378.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -758463.000000 Penalty: 4412.300293
	Iteration 5Q: 3 clusters Score -758463 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -758543.250000 Penalty: 4412.300293
	Iteration 6Q: 3 clusters Score -758543.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -758625.375000 Penalty: 4412.300293
	Iteration 7Q: 3 clusters Score -758625.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -758715.125000 Penalty: 4412.300293
	Iteration 8Q: 3 clusters Score -758715.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -758821.062500 Penalty: 4412.300293
	Iteration 9Q: 3 clusters Score -758821.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -758924.687500 Penalty: 4412.300293
	Iteration 10Q: 3 clusters Score -758924.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -759031.875000 Penalty: 4412.300293
	Iteration 11Q: 3 clusters Score -759031.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -759157.562500 Penalty: 4412.300293
	Iteration 12Q: 3 clusters Score -759157.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -759325.750000 Penalty: 4412.300293
	Iteration 13Q: 3 clusters Score -759325.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -759505.312500 Penalty: 4412.300293
	Iteration 14Q: 3 clusters Score -759505.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -759669.687500 Penalty: 4412.300293
	Iteration 15Q: 3 clusters Score -759669.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -759814.937500 Penalty: 4412.300293
	Iteration 16Q: 3 clusters Score -759814.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -759949.812500 Penalty: 4412.300293
	Iteration 17Q: 3 clusters Score -759949.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -760073.875000 Penalty: 4412.300293
	Iteration 18Q: 3 clusters Score -760073.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -760165.187500 Penalty: 4412.300293
	Iteration 19Q: 3 clusters Score -760165.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -760247.750000 Penalty: 4412.300293
	Iteration 20F: 3 clusters Score -760247.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -760296.437500 Penalty: 4412.300293
	Iteration 21Q: 3 clusters Score -760296.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -760332.687500 Penalty: 4412.300293
	Iteration 22Q: 3 clusters Score -760332.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -760354.562500 Penalty: 4412.300293
	Iteration 23Q: 3 clusters Score -760354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -760376.937500 Penalty: 4412.300293
	Iteration 24Q: 3 clusters Score -760376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -760395.687500 Penalty: 4412.300293
	Iteration 25Q: 3 clusters Score -760395.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -760413.500000 Penalty: 4412.300293
	Iteration 26Q: 3 clusters Score -760413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -760423.437500 Penalty: 4412.300293
	Iteration 27Q: 3 clusters Score -760423.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -760431.812500 Penalty: 4412.300293
	Iteration 28Q: 3 clusters Score -760431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -760439.062500 Penalty: 4412.300293
	Iteration 29Q: 3 clusters Score -760439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -760443.000000 Penalty: 4412.300293
	Iteration 30Q: 3 clusters Score -760443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -760446.125000 Penalty: 4412.300293
	Iteration 31Q: 3 clusters Score -760446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -760449.375000 Penalty: 4412.300293
	Iteration 32Q: 3 clusters Score -760449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -760452.250000 Penalty: 4412.300293
	Iteration 33Q: 3 clusters Score -760452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -760454.500000 Penalty: 4412.300293
	Iteration 34Q: 3 clusters Score -760454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -760461.187500 Penalty: 4412.300293
	Iteration 35Q: 3 clusters Score -760461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -760462.500000 Penalty: 4412.300293
	Iteration 36Q: 3 clusters Score -760462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -760463.250000 Penalty: 4412.300293
	Iteration 37Q: 3 clusters Score -760463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -760463.875000 Penalty: 4412.300293
	Iteration 38Q: 3 clusters Score -760463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -760466.312500 Penalty: 4412.300293
	Iteration 39Q: 3 clusters Score -760466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -760469.375000 Penalty: 4412.300293
	Iteration 40F: 3 clusters Score -760469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -760470.437500 Penalty: 4412.300293
	Iteration 41Q: 3 clusters Score -760470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -760470.000000 Penalty: 4412.300293
	Iteration 42Q: 3 clusters Score -760470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -760470.000000 Penalty: 4412.300293
	Iteration 43F: 3 clusters Score -760470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Entering Unmasked Estep 
Score: -1231355.125000 Penalty: 2349.668945
	Iteration 0F: 2 clusters Score -1231355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1221844.875000 Penalty: 4699.337891
	Iteration 0F: 3 clusters Score -1221845 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1224949.250000 Penalty: 4699.337891
	Iteration 1F: 3 clusters Score -1224949 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1225496.500000 Penalty: 4699.337891
	Iteration 2F: 3 clusters Score -1225496 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1226094.625000 Penalty: 4699.337891
	Iteration 3F: 3 clusters Score -1226095 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1226772.625000 Penalty: 4699.337891
	Iteration 4F: 3 clusters Score -1226773 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1227618.125000 Penalty: 4699.337891
	Iteration 5F: 3 clusters Score -1227618 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1228633.500000 Penalty: 4699.337891
	Iteration 6F: 3 clusters Score -1228634 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1229641.875000 Penalty: 4699.337891
	Iteration 7F: 3 clusters Score -1229642 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1230385.750000 Penalty: 4699.337891
	Iteration 8F: 3 clusters Score -1230386 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1230908.250000 Penalty: 4699.337891
	Iteration 9Q: 3 clusters Score -1230908 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1231200.250000 Penalty: 4699.337891
	Iteration 10Q: 3 clusters Score -1231200 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1231390.875000 Penalty: 4699.337891
	Iteration 11Q: 3 clusters Score -1231391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1231513.000000 Penalty: 4699.337891
	Iteration 12Q: 3 clusters Score -1231513 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1231602.250000 Penalty: 4699.337891
	Iteration 13Q: 3 clusters Score -1231602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1231678.500000 Penalty: 4699.337891
	Iteration 14Q: 3 clusters Score -1231678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1231725.000000 Penalty: 4699.337891
	Iteration 15Q: 3 clusters Score -1231725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1231749.250000 Penalty: 4699.337891
	Iteration 16Q: 3 clusters Score -1231749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1231765.125000 Penalty: 4699.337891
	Iteration 17Q: 3 clusters Score -1231765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1231771.250000 Penalty: 4699.337891
	Iteration 18Q: 3 clusters Score -1231771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1231775.125000 Penalty: 4699.337891
	Iteration 19Q: 3 clusters Score -1231775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1231780.000000 Penalty: 4699.337891
	Iteration 20F: 3 clusters Score -1231780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1231785.250000 Penalty: 4699.337891
	Iteration 21Q: 3 clusters Score -1231785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1231786.375000 Penalty: 4699.337891
	Iteration 22Q: 3 clusters Score -1231786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1231787.875000 Penalty: 4699.337891
	Iteration 23Q: 3 clusters Score -1231788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1231788.500000 Penalty: 4699.337891
	Iteration 24Q: 3 clusters Score -1231788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1231789.750000 Penalty: 4699.337891
	Iteration 25Q: 3 clusters Score -1231790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1231792.000000 Penalty: 4699.337891
	Iteration 26Q: 3 clusters Score -1231792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1231790.625000 Penalty: 4699.337891
	Iteration 27Q: 3 clusters Score -1231791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1231790.875000 Penalty: 4699.337891
	Iteration 28Q: 3 clusters Score -1231791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1231790.875000 Penalty: 4699.337891
	Iteration 29F: 3 clusters Score -1231791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Entering Unmasked Estep 
Score: -96135488.000000 Penalty: 164410.359375
Splitting cluster 23 changes total score from -96120984.000000 to -96135488.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 24 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -1564149.000000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -1564149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1552961.750000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -1552962 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1556427.125000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -1556427 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1556854.500000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -1556854 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1557185.625000 Penalty: 4787.874512
	Iteration 3F: 3 clusters Score -1557186 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1557427.375000 Penalty: 4787.874512
	Iteration 4Q: 3 clusters Score -1557427 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1557709.125000 Penalty: 4787.874512
	Iteration 5Q: 3 clusters Score -1557709 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1558019.250000 Penalty: 4787.874512
	Iteration 6Q: 3 clusters Score -1558019 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1558364.250000 Penalty: 4787.874512
	Iteration 7Q: 3 clusters Score -1558364 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1558731.750000 Penalty: 4787.874512
	Iteration 8Q: 3 clusters Score -1558732 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1559095.375000 Penalty: 4787.874512
	Iteration 9Q: 3 clusters Score -1559095 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1559555.375000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -1559555 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1560055.125000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -1560055 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1560588.000000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -1560588 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1561125.125000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -1561125 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1561501.875000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -1561502 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1561740.625000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -1561741 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1561939.000000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -1561939 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1562073.750000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -1562074 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1562188.875000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -1562189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1562259.000000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -1562259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1562306.375000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -1562306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1562341.000000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -1562341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1562365.000000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -1562365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1562389.625000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -1562390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1562405.625000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -1562406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1562413.875000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -1562414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1562426.750000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -1562427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1562431.500000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -1562432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1562439.000000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -1562439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1562450.375000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -1562450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1562460.375000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -1562460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1562471.125000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -1562471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1562480.250000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -1562480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1562480.375000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -1562480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1562483.125000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -1562483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1562484.875000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -1562485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1562486.500000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -1562486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1562487.750000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -1562488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1562487.875000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -1562488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1562489.875000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -1562490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1562493.250000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -1562493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1562493.500000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -1562494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1562492.500000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -1562492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1562493.125000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -1562493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1562493.125000 Penalty: 4787.874512
	Iteration 44F: 3 clusters Score -1562493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Entering Unmasked Estep 
Score: -605896.312500 Penalty: 2214.532715
	Iteration 0F: 2 clusters Score -605896.3 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 3821 members 
Entering Unmasked Estep 
Score: -599917.562500 Penalty: 4429.065430
	Iteration 0F: 3 clusters Score -599917.6 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -602191.750000 Penalty: 4429.065430
	Iteration 1F: 3 clusters Score -602191.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -603354.375000 Penalty: 4429.065430
	Iteration 2F: 3 clusters Score -603354.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -604625.812500 Penalty: 4429.065430
	Iteration 3F: 3 clusters Score -604625.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -605864.875000 Penalty: 4429.065430
	Iteration 4F: 3 clusters Score -605864.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -606727.875000 Penalty: 4429.065430
	Iteration 5F: 3 clusters Score -606727.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -607359.500000 Penalty: 4429.065430
	Iteration 6F: 3 clusters Score -607359.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -607844.000000 Penalty: 4429.065430
	Iteration 7Q: 3 clusters Score -607844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -608197.125000 Penalty: 4429.065430
	Iteration 8Q: 3 clusters Score -608197.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -608414.875000 Penalty: 4429.065430
	Iteration 9Q: 3 clusters Score -608414.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -608514.312500 Penalty: 4429.065430
	Iteration 10Q: 3 clusters Score -608514.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -608562.125000 Penalty: 4429.065430
	Iteration 11Q: 3 clusters Score -608562.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -608586.062500 Penalty: 4429.065430
	Iteration 12Q: 3 clusters Score -608586.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -608601.125000 Penalty: 4429.065430
	Iteration 13Q: 3 clusters Score -608601.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -608611.375000 Penalty: 4429.065430
	Iteration 14Q: 3 clusters Score -608611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -608621.562500 Penalty: 4429.065430
	Iteration 15Q: 3 clusters Score -608621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -608626.062500 Penalty: 4429.065430
	Iteration 16Q: 3 clusters Score -608626.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -608633.125000 Penalty: 4429.065430
	Iteration 17Q: 3 clusters Score -608633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -608638.562500 Penalty: 4429.065430
	Iteration 18Q: 3 clusters Score -608638.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -608643.812500 Penalty: 4429.065430
	Iteration 19Q: 3 clusters Score -608643.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -608650.125000 Penalty: 4429.065430
	Iteration 20F: 3 clusters Score -608650.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -608655.375000 Penalty: 4429.065430
	Iteration 21Q: 3 clusters Score -608655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -608659.375000 Penalty: 4429.065430
	Iteration 22Q: 3 clusters Score -608659.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -608664.812500 Penalty: 4429.065430
	Iteration 23Q: 3 clusters Score -608664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -608669.500000 Penalty: 4429.065430
	Iteration 24Q: 3 clusters Score -608669.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -608677.000000 Penalty: 4429.065430
	Iteration 25Q: 3 clusters Score -608677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -608681.625000 Penalty: 4429.065430
	Iteration 26Q: 3 clusters Score -608681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -608683.375000 Penalty: 4429.065430
	Iteration 27Q: 3 clusters Score -608683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -608683.312500 Penalty: 4429.065430
	Iteration 28Q: 3 clusters Score -608683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -608683.312500 Penalty: 4429.065430
	Iteration 29F: 3 clusters Score -608683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 8175 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Entering Unmasked Estep 
Score: -96137008.000000 Penalty: 167835.578125
Splitting cluster 25 changes total score from -96120984.000000 to -96137008.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 26 (43721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Entering Unmasked Estep 
Score: -4464653.500000 Penalty: 2650.024902
	Iteration 0F: 2 clusters Score -4464654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4434974.000000 Penalty: 5300.049805
	Iteration 0F: 3 clusters Score -4434974 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4446194.500000 Penalty: 5300.049805
	Iteration 1F: 3 clusters Score -4446194 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4447156.000000 Penalty: 5300.049805
	Iteration 2F: 3 clusters Score -4447156 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4448310.500000 Penalty: 5300.049805
	Iteration 3F: 3 clusters Score -4448310 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4449765.500000 Penalty: 5300.049805
	Iteration 4F: 3 clusters Score -4449766 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4451504.000000 Penalty: 5300.049805
	Iteration 5F: 3 clusters Score -4451504 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4453251.500000 Penalty: 5300.049805
	Iteration 6F: 3 clusters Score -4453252 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4454691.000000 Penalty: 5300.049805
	Iteration 7F: 3 clusters Score -4454691 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -4455740.500000 Penalty: 5300.049805
	Iteration 8Q: 3 clusters Score -4455740 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4456618.000000 Penalty: 5300.049805
	Iteration 9Q: 3 clusters Score -4456618 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4457392.500000 Penalty: 5300.049805
	Iteration 10Q: 3 clusters Score -4457392 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4458052.500000 Penalty: 5300.049805
	Iteration 11Q: 3 clusters Score -4458052 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4458693.000000 Penalty: 5300.049805
	Iteration 12Q: 3 clusters Score -4458693 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4459223.000000 Penalty: 5300.049805
	Iteration 13Q: 3 clusters Score -4459223 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4459651.000000 Penalty: 5300.049805
	Iteration 14Q: 3 clusters Score -4459651 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -4459977.500000 Penalty: 5300.049805
	Iteration 15Q: 3 clusters Score -4459978 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4460263.000000 Penalty: 5300.049805
	Iteration 16Q: 3 clusters Score -4460263 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4460516.000000 Penalty: 5300.049805
	Iteration 17Q: 3 clusters Score -4460516 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4460758.000000 Penalty: 5300.049805
	Iteration 18Q: 3 clusters Score -4460758 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4460960.000000 Penalty: 5300.049805
	Iteration 19Q: 3 clusters Score -4460960 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4461115.500000 Penalty: 5300.049805
	Iteration 20F: 3 clusters Score -4461116 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4461254.000000 Penalty: 5300.049805
	Iteration 21Q: 3 clusters Score -4461254 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4461332.500000 Penalty: 5300.049805
	Iteration 22Q: 3 clusters Score -4461332 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4461428.000000 Penalty: 5300.049805
	Iteration 23Q: 3 clusters Score -4461428 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4461494.500000 Penalty: 5300.049805
	Iteration 24Q: 3 clusters Score -4461494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4461574.500000 Penalty: 5300.049805
	Iteration 25Q: 3 clusters Score -4461574 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4461669.000000 Penalty: 5300.049805
	Iteration 26Q: 3 clusters Score -4461669 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4461782.000000 Penalty: 5300.049805
	Iteration 27Q: 3 clusters Score -4461782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4461841.500000 Penalty: 5300.049805
	Iteration 28Q: 3 clusters Score -4461842 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4461917.000000 Penalty: 5300.049805
	Iteration 29Q: 3 clusters Score -4461917 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4461965.000000 Penalty: 5300.049805
	Iteration 30Q: 3 clusters Score -4461965 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4462003.000000 Penalty: 5300.049805
	Iteration 31Q: 3 clusters Score -4462003 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4462046.000000 Penalty: 5300.049805
	Iteration 32Q: 3 clusters Score -4462046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4462091.000000 Penalty: 5300.049805
	Iteration 33Q: 3 clusters Score -4462091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4462123.500000 Penalty: 5300.049805
	Iteration 34Q: 3 clusters Score -4462124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4462153.000000 Penalty: 5300.049805
	Iteration 35Q: 3 clusters Score -4462153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4462187.500000 Penalty: 5300.049805
	Iteration 36Q: 3 clusters Score -4462188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4462218.500000 Penalty: 5300.049805
	Iteration 37Q: 3 clusters Score -4462218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4462244.000000 Penalty: 5300.049805
	Iteration 38Q: 3 clusters Score -4462244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4462254.500000 Penalty: 5300.049805
	Iteration 39Q: 3 clusters Score -4462254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4462276.000000 Penalty: 5300.049805
	Iteration 40F: 3 clusters Score -4462276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4462297.000000 Penalty: 5300.049805
	Iteration 41Q: 3 clusters Score -4462297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4462301.000000 Penalty: 5300.049805
	Iteration 42Q: 3 clusters Score -4462301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4462313.500000 Penalty: 5300.049805
	Iteration 43Q: 3 clusters Score -4462314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4462315.500000 Penalty: 5300.049805
	Iteration 44Q: 3 clusters Score -4462316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4462324.500000 Penalty: 5300.049805
	Iteration 45Q: 3 clusters Score -4462324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4462337.000000 Penalty: 5300.049805
	Iteration 46Q: 3 clusters Score -4462337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4462345.500000 Penalty: 5300.049805
	Iteration 47Q: 3 clusters Score -4462346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4462358.500000 Penalty: 5300.049805
	Iteration 48Q: 3 clusters Score -4462358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4462367.000000 Penalty: 5300.049805
	Iteration 49Q: 3 clusters Score -4462367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4462377.000000 Penalty: 5300.049805
	Iteration 50Q: 3 clusters Score -4462377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4462393.000000 Penalty: 5300.049805
	Iteration 51Q: 3 clusters Score -4462393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4462391.000000 Penalty: 5300.049805
	Iteration 52Q: 3 clusters Score -4462391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4462393.500000 Penalty: 5300.049805
	Iteration 53Q: 3 clusters Score -4462394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4462393.500000 Penalty: 5300.049805
	Iteration 54Q: 3 clusters Score -4462394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4462393.500000 Penalty: 5300.049805
	Iteration 55Q: 3 clusters Score -4462394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4462400.000000 Penalty: 5300.049805
	Iteration 56Q: 3 clusters Score -4462400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4462402.000000 Penalty: 5300.049805
	Iteration 57Q: 3 clusters Score -4462402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4462407.000000 Penalty: 5300.049805
	Iteration 58Q: 3 clusters Score -4462407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4462407.500000 Penalty: 5300.049805
	Iteration 59Q: 3 clusters Score -4462408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4462425.500000 Penalty: 5300.049805
	Iteration 60F: 3 clusters Score -4462426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4462428.000000 Penalty: 5300.049805
	Iteration 61Q: 3 clusters Score -4462428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4462437.000000 Penalty: 5300.049805
	Iteration 62Q: 3 clusters Score -4462437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4462451.000000 Penalty: 5300.049805
	Iteration 63Q: 3 clusters Score -4462451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4462451.500000 Penalty: 5300.049805
	Iteration 64Q: 3 clusters Score -4462452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4462462.000000 Penalty: 5300.049805
	Iteration 65Q: 3 clusters Score -4462462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4462471.000000 Penalty: 5300.049805
	Iteration 66Q: 3 clusters Score -4462471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4462474.000000 Penalty: 5300.049805
	Iteration 67Q: 3 clusters Score -4462474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4462476.000000 Penalty: 5300.049805
	Iteration 68Q: 3 clusters Score -4462476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4462475.500000 Penalty: 5300.049805
	Iteration 69Q: 3 clusters Score -4462476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4462482.500000 Penalty: 5300.049805
	Iteration 70Q: 3 clusters Score -4462482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4462486.500000 Penalty: 5300.049805
	Iteration 71Q: 3 clusters Score -4462486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4462490.000000 Penalty: 5300.049805
	Iteration 72Q: 3 clusters Score -4462490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4462490.000000 Penalty: 5300.049805
	Iteration 73Q: 3 clusters Score -4462490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4462492.500000 Penalty: 5300.049805
	Iteration 74Q: 3 clusters Score -4462492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4462494.000000 Penalty: 5300.049805
	Iteration 75Q: 3 clusters Score -4462494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4462498.000000 Penalty: 5300.049805
	Iteration 76Q: 3 clusters Score -4462498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4462498.500000 Penalty: 5300.049805
	Iteration 77Q: 3 clusters Score -4462498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4462499.000000 Penalty: 5300.049805
	Iteration 78Q: 3 clusters Score -4462499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4462500.500000 Penalty: 5300.049805
	Iteration 79Q: 3 clusters Score -4462500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4462498.000000 Penalty: 5300.049805
	Iteration 80F: 3 clusters Score -4462498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4462498.500000 Penalty: 5300.049805
	Iteration 81Q: 3 clusters Score -4462498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4462499.000000 Penalty: 5300.049805
	Iteration 82Q: 3 clusters Score -4462499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4462497.500000 Penalty: 5300.049805
	Iteration 83Q: 3 clusters Score -4462498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4462498.500000 Penalty: 5300.049805
	Iteration 84Q: 3 clusters Score -4462498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4462501.000000 Penalty: 5300.049805
	Iteration 85Q: 3 clusters Score -4462501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4462508.500000 Penalty: 5300.049805
	Iteration 86Q: 3 clusters Score -4462508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4462505.500000 Penalty: 5300.049805
	Iteration 87Q: 3 clusters Score -4462506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4462506.000000 Penalty: 5300.049805
	Iteration 88Q: 3 clusters Score -4462506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4462517.000000 Penalty: 5300.049805
	Iteration 89Q: 3 clusters Score -4462517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4462512.500000 Penalty: 5300.049805
	Iteration 90Q: 3 clusters Score -4462512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4462512.000000 Penalty: 5300.049805
	Iteration 91Q: 3 clusters Score -4462512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4462514.500000 Penalty: 5300.049805
	Iteration 92Q: 3 clusters Score -4462514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4462516.500000 Penalty: 5300.049805
	Iteration 93Q: 3 clusters Score -4462516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4462521.500000 Penalty: 5300.049805
	Iteration 94Q: 3 clusters Score -4462522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4462520.000000 Penalty: 5300.049805
	Iteration 95Q: 3 clusters Score -4462520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4462520.000000 Penalty: 5300.049805
	Iteration 96F: 3 clusters Score -4462520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Entering Unmasked Estep 
Score: -780865.125000 Penalty: 2234.191162
	Iteration 0F: 2 clusters Score -780865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -774387.000000 Penalty: 4468.382324
	Iteration 0F: 3 clusters Score -774387 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -776566.312500 Penalty: 4468.382324
	Iteration 1F: 3 clusters Score -776566.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -777653.625000 Penalty: 4468.382324
	Iteration 2F: 3 clusters Score -777653.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -778830.875000 Penalty: 4468.382324
	Iteration 3F: 3 clusters Score -778830.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -779963.625000 Penalty: 4468.382324
	Iteration 4F: 3 clusters Score -779963.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -781027.000000 Penalty: 4468.382324
	Iteration 5F: 3 clusters Score -781027 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -781792.187500 Penalty: 4468.382324
	Iteration 6F: 3 clusters Score -781792.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -782374.937500 Penalty: 4468.382324
	Iteration 7F: 3 clusters Score -782374.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -782700.375000 Penalty: 4468.382324
	Iteration 8Q: 3 clusters Score -782700.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -782926.375000 Penalty: 4468.382324
	Iteration 9Q: 3 clusters Score -782926.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -783072.187500 Penalty: 4468.382324
	Iteration 10Q: 3 clusters Score -783072.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -783156.000000 Penalty: 4468.382324
	Iteration 11Q: 3 clusters Score -783156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -783227.125000 Penalty: 4468.382324
	Iteration 12Q: 3 clusters Score -783227.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -783261.500000 Penalty: 4468.382324
	Iteration 13Q: 3 clusters Score -783261.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -783280.062500 Penalty: 4468.382324
	Iteration 14Q: 3 clusters Score -783280.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -783290.125000 Penalty: 4468.382324
	Iteration 15Q: 3 clusters Score -783290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -783298.187500 Penalty: 4468.382324
	Iteration 16Q: 3 clusters Score -783298.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -783299.937500 Penalty: 4468.382324
	Iteration 17Q: 3 clusters Score -783299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -783301.937500 Penalty: 4468.382324
	Iteration 18Q: 3 clusters Score -783301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -783303.625000 Penalty: 4468.382324
	Iteration 19Q: 3 clusters Score -783303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -783303.875000 Penalty: 4468.382324
	Iteration 20F: 3 clusters Score -783303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -783306.312500 Penalty: 4468.382324
	Iteration 21Q: 3 clusters Score -783306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -783307.250000 Penalty: 4468.382324
	Iteration 22Q: 3 clusters Score -783307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -783307.250000 Penalty: 4468.382324
	Iteration 23F: 3 clusters Score -783307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 32746 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 3451 members 
Entering Unmasked Estep 
Score: -96138232.000000 Penalty: 171260.796875
Splitting cluster 27 changes total score from -96120984.000000 to -96138232.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 28 (36528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Entering Unmasked Estep 
Score: -3792372.500000 Penalty: 2605.447021
	Iteration 0F: 2 clusters Score -3792372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3767567.000000 Penalty: 5210.894043
	Iteration 0F: 3 clusters Score -3767567 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3777001.250000 Penalty: 5210.894043
	Iteration 1F: 3 clusters Score -3777001 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3778215.750000 Penalty: 5210.894043
	Iteration 2F: 3 clusters Score -3778216 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3779697.250000 Penalty: 5210.894043
	Iteration 3F: 3 clusters Score -3779697 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3781425.000000 Penalty: 5210.894043
	Iteration 4F: 3 clusters Score -3781425 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3783309.000000 Penalty: 5210.894043
	Iteration 5F: 3 clusters Score -3783309 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3785012.750000 Penalty: 5210.894043
	Iteration 6F: 3 clusters Score -3785013 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3786066.750000 Penalty: 5210.894043
	Iteration 7F: 3 clusters Score -3786067 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3786656.000000 Penalty: 5210.894043
	Iteration 8Q: 3 clusters Score -3786656 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3787076.500000 Penalty: 5210.894043
	Iteration 9Q: 3 clusters Score -3787076 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3787488.000000 Penalty: 5210.894043
	Iteration 10Q: 3 clusters Score -3787488 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3788016.000000 Penalty: 5210.894043
	Iteration 11Q: 3 clusters Score -3788016 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3788664.250000 Penalty: 5210.894043
	Iteration 12Q: 3 clusters Score -3788664 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3789438.000000 Penalty: 5210.894043
	Iteration 13Q: 3 clusters Score -3789438 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3790186.500000 Penalty: 5210.894043
	Iteration 14Q: 3 clusters Score -3790186 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3790795.250000 Penalty: 5210.894043
	Iteration 15Q: 3 clusters Score -3790795 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3791257.250000 Penalty: 5210.894043
	Iteration 16Q: 3 clusters Score -3791257 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3791603.250000 Penalty: 5210.894043
	Iteration 17Q: 3 clusters Score -3791603 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3791825.250000 Penalty: 5210.894043
	Iteration 18Q: 3 clusters Score -3791825 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3791972.500000 Penalty: 5210.894043
	Iteration 19Q: 3 clusters Score -3791972 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3792107.250000 Penalty: 5210.894043
	Iteration 20F: 3 clusters Score -3792107 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3792168.750000 Penalty: 5210.894043
	Iteration 21Q: 3 clusters Score -3792169 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3792215.500000 Penalty: 5210.894043
	Iteration 22Q: 3 clusters Score -3792216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3792228.250000 Penalty: 5210.894043
	Iteration 23Q: 3 clusters Score -3792228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3792255.250000 Penalty: 5210.894043
	Iteration 24Q: 3 clusters Score -3792255 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -3792274.000000 Penalty: 5210.894043
	Iteration 25Q: 3 clusters Score -3792274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3792273.750000 Penalty: 5210.894043
	Iteration 26Q: 3 clusters Score -3792274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3792268.500000 Penalty: 5210.894043
	Iteration 27Q: 3 clusters Score -3792268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3792283.750000 Penalty: 5210.894043
	Iteration 28Q: 3 clusters Score -3792284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3792276.000000 Penalty: 5210.894043
	Iteration 29Q: 3 clusters Score -3792276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3792283.250000 Penalty: 5210.894043
	Iteration 30Q: 3 clusters Score -3792283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3792278.000000 Penalty: 5210.894043
	Iteration 31Q: 3 clusters Score -3792278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3792279.500000 Penalty: 5210.894043
	Iteration 32Q: 3 clusters Score -3792280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3792280.000000 Penalty: 5210.894043
	Iteration 33Q: 3 clusters Score -3792280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3792286.500000 Penalty: 5210.894043
	Iteration 34Q: 3 clusters Score -3792286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3792288.750000 Penalty: 5210.894043
	Iteration 35Q: 3 clusters Score -3792289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3792286.750000 Penalty: 5210.894043
	Iteration 36Q: 3 clusters Score -3792287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3792288.250000 Penalty: 5210.894043
	Iteration 37Q: 3 clusters Score -3792288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3792289.000000 Penalty: 5210.894043
	Iteration 38Q: 3 clusters Score -3792289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3792292.000000 Penalty: 5210.894043
	Iteration 39Q: 3 clusters Score -3792292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3792292.250000 Penalty: 5210.894043
	Iteration 40F: 3 clusters Score -3792292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3792294.500000 Penalty: 5210.894043
	Iteration 41Q: 3 clusters Score -3792294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3792292.250000 Penalty: 5210.894043
	Iteration 42Q: 3 clusters Score -3792292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3792292.500000 Penalty: 5210.894043
	Iteration 43Q: 3 clusters Score -3792292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3792295.500000 Penalty: 5210.894043
	Iteration 44Q: 3 clusters Score -3792296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3792291.500000 Penalty: 5210.894043
	Iteration 45Q: 3 clusters Score -3792292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3792294.750000 Penalty: 5210.894043
	Iteration 46Q: 3 clusters Score -3792295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3792295.500000 Penalty: 5210.894043
	Iteration 47Q: 3 clusters Score -3792296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3792295.500000 Penalty: 5210.894043
	Iteration 48F: 3 clusters Score -3792296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Entering Unmasked Estep 
Score: -3357529.000000 Penalty: 2578.340820
	Iteration 0F: 2 clusters Score -3357529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3335164.250000 Penalty: 5156.681641
	Iteration 0F: 3 clusters Score -3335164 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3343459.250000 Penalty: 5156.681641
	Iteration 1F: 3 clusters Score -3343459 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3344532.750000 Penalty: 5156.681641
	Iteration 2F: 3 clusters Score -3344533 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3346560.250000 Penalty: 5156.681641
	Iteration 3F: 3 clusters Score -3346560 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3350136.500000 Penalty: 5156.681641
	Iteration 4F: 3 clusters Score -3350136 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3354500.750000 Penalty: 5156.681641
	Iteration 5F: 3 clusters Score -3354501 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3357397.000000 Penalty: 5156.681641
	Iteration 6F: 3 clusters Score -3357397 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3358686.250000 Penalty: 5156.681641
	Iteration 7F: 3 clusters Score -3358686 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3359173.750000 Penalty: 5156.681641
	Iteration 8Q: 3 clusters Score -3359174 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3359388.250000 Penalty: 5156.681641
	Iteration 9Q: 3 clusters Score -3359388 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3359517.000000 Penalty: 5156.681641
	Iteration 10Q: 3 clusters Score -3359517 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3359582.000000 Penalty: 5156.681641
	Iteration 11Q: 3 clusters Score -3359582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3359623.500000 Penalty: 5156.681641
	Iteration 12Q: 3 clusters Score -3359624 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3359666.750000 Penalty: 5156.681641
	Iteration 13Q: 3 clusters Score -3359667 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3359735.750000 Penalty: 5156.681641
	Iteration 14Q: 3 clusters Score -3359736 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3359801.000000 Penalty: 5156.681641
	Iteration 15Q: 3 clusters Score -3359801 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3359888.750000 Penalty: 5156.681641
	Iteration 16Q: 3 clusters Score -3359889 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3359995.000000 Penalty: 5156.681641
	Iteration 17Q: 3 clusters Score -3359995 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3360207.000000 Penalty: 5156.681641
	Iteration 18Q: 3 clusters Score -3360207 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3360549.250000 Penalty: 5156.681641
	Iteration 19Q: 3 clusters Score -3360549 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3361264.000000 Penalty: 5156.681641
	Iteration 20F: 3 clusters Score -3361264 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3362663.750000 Penalty: 5156.681641
	Iteration 21Q: 3 clusters Score -3362664 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3363973.750000 Penalty: 5156.681641
	Iteration 22Q: 3 clusters Score -3363974 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3364300.750000 Penalty: 5156.681641
	Iteration 23Q: 3 clusters Score -3364301 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3364370.250000 Penalty: 5156.681641
	Iteration 24Q: 3 clusters Score -3364370 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3364427.000000 Penalty: 5156.681641
	Iteration 25Q: 3 clusters Score -3364427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3364469.250000 Penalty: 5156.681641
	Iteration 26Q: 3 clusters Score -3364469 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3364517.000000 Penalty: 5156.681641
	Iteration 27Q: 3 clusters Score -3364517 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3364581.000000 Penalty: 5156.681641
	Iteration 28Q: 3 clusters Score -3364581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3364640.250000 Penalty: 5156.681641
	Iteration 29Q: 3 clusters Score -3364640 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3364710.750000 Penalty: 5156.681641
	Iteration 30Q: 3 clusters Score -3364711 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3364877.000000 Penalty: 5156.681641
	Iteration 31Q: 3 clusters Score -3364877 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3365117.500000 Penalty: 5156.681641
	Iteration 32Q: 3 clusters Score -3365118 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3365617.000000 Penalty: 5156.681641
	Iteration 33Q: 3 clusters Score -3365617 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3366551.750000 Penalty: 5156.681641
	Iteration 34Q: 3 clusters Score -3366552 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3367576.000000 Penalty: 5156.681641
	Iteration 35Q: 3 clusters Score -3367576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3367825.750000 Penalty: 5156.681641
	Iteration 36Q: 3 clusters Score -3367826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3367845.500000 Penalty: 5156.681641
	Iteration 37Q: 3 clusters Score -3367846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3367851.750000 Penalty: 5156.681641
	Iteration 38Q: 3 clusters Score -3367852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3367851.250000 Penalty: 5156.681641
	Iteration 39Q: 3 clusters Score -3367851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3367854.250000 Penalty: 5156.681641
	Iteration 40F: 3 clusters Score -3367854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3367852.250000 Penalty: 5156.681641
	Iteration 41Q: 3 clusters Score -3367852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3367852.500000 Penalty: 5156.681641
	Iteration 42Q: 3 clusters Score -3367852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3367855.250000 Penalty: 5156.681641
	Iteration 43Q: 3 clusters Score -3367855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3367853.250000 Penalty: 5156.681641
	Iteration 44Q: 3 clusters Score -3367853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3367853.250000 Penalty: 5156.681641
	Iteration 45Q: 3 clusters Score -3367853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3367856.500000 Penalty: 5156.681641
	Iteration 46Q: 3 clusters Score -3367856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3367856.500000 Penalty: 5156.681641
	Iteration 47F: 3 clusters Score -3367856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 24304 members 
Mstep: Class 30 contains 37497 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 3451 members 
Mstep: Class 51 contains 8442 members 
Entering Unmasked Estep 
Score: -96147080.000000 Penalty: 174686.015625
Splitting cluster 29 changes total score from -96120984.000000 to -96147080.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 30 (37497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Entering Unmasked Estep 
Score: -3429299.000000 Penalty: 2611.939941
	Iteration 0F: 2 clusters Score -3429299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3403740.000000 Penalty: 5223.879883
	Iteration 0F: 3 clusters Score -3403740 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3414343.000000 Penalty: 5223.879883
	Iteration 1F: 3 clusters Score -3414343 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3415978.500000 Penalty: 5223.879883
	Iteration 2F: 3 clusters Score -3415978 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3417430.750000 Penalty: 5223.879883
	Iteration 3F: 3 clusters Score -3417431 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3418682.250000 Penalty: 5223.879883
	Iteration 4F: 3 clusters Score -3418682 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3419728.500000 Penalty: 5223.879883
	Iteration 5F: 3 clusters Score -3419728 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3420551.500000 Penalty: 5223.879883
	Iteration 6Q: 3 clusters Score -3420552 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3421258.250000 Penalty: 5223.879883
	Iteration 7Q: 3 clusters Score -3421258 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3421865.000000 Penalty: 5223.879883
	Iteration 8Q: 3 clusters Score -3421865 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3422392.500000 Penalty: 5223.879883
	Iteration 9Q: 3 clusters Score -3422392 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3422861.500000 Penalty: 5223.879883
	Iteration 10Q: 3 clusters Score -3422862 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3423287.500000 Penalty: 5223.879883
	Iteration 11Q: 3 clusters Score -3423288 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3423652.250000 Penalty: 5223.879883
	Iteration 12Q: 3 clusters Score -3423652 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3423966.500000 Penalty: 5223.879883
	Iteration 13Q: 3 clusters Score -3423966 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3424208.000000 Penalty: 5223.879883
	Iteration 14Q: 3 clusters Score -3424208 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3424410.500000 Penalty: 5223.879883
	Iteration 15Q: 3 clusters Score -3424410 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3424583.750000 Penalty: 5223.879883
	Iteration 16Q: 3 clusters Score -3424584 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3424725.750000 Penalty: 5223.879883
	Iteration 17Q: 3 clusters Score -3424726 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3424833.000000 Penalty: 5223.879883
	Iteration 18Q: 3 clusters Score -3424833 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3424970.750000 Penalty: 5223.879883
	Iteration 19Q: 3 clusters Score -3424971 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3425065.000000 Penalty: 5223.879883
	Iteration 20F: 3 clusters Score -3425065 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3425177.000000 Penalty: 5223.879883
	Iteration 21Q: 3 clusters Score -3425177 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3425309.250000 Penalty: 5223.879883
	Iteration 22Q: 3 clusters Score -3425309 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3425425.750000 Penalty: 5223.879883
	Iteration 23Q: 3 clusters Score -3425426 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3425514.250000 Penalty: 5223.879883
	Iteration 24Q: 3 clusters Score -3425514 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3425582.250000 Penalty: 5223.879883
	Iteration 25Q: 3 clusters Score -3425582 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3425682.750000 Penalty: 5223.879883
	Iteration 26Q: 3 clusters Score -3425683 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3425755.500000 Penalty: 5223.879883
	Iteration 27Q: 3 clusters Score -3425756 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3425832.000000 Penalty: 5223.879883
	Iteration 28Q: 3 clusters Score -3425832 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3425916.250000 Penalty: 5223.879883
	Iteration 29Q: 3 clusters Score -3425916 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3425960.000000 Penalty: 5223.879883
	Iteration 30Q: 3 clusters Score -3425960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3426015.750000 Penalty: 5223.879883
	Iteration 31Q: 3 clusters Score -3426016 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3426068.250000 Penalty: 5223.879883
	Iteration 32Q: 3 clusters Score -3426068 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3426112.000000 Penalty: 5223.879883
	Iteration 33Q: 3 clusters Score -3426112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3426128.000000 Penalty: 5223.879883
	Iteration 34Q: 3 clusters Score -3426128 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3426161.500000 Penalty: 5223.879883
	Iteration 35Q: 3 clusters Score -3426162 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3426202.500000 Penalty: 5223.879883
	Iteration 36Q: 3 clusters Score -3426202 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3426237.000000 Penalty: 5223.879883
	Iteration 37Q: 3 clusters Score -3426237 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3426265.000000 Penalty: 5223.879883
	Iteration 38Q: 3 clusters Score -3426265 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3426301.500000 Penalty: 5223.879883
	Iteration 39Q: 3 clusters Score -3426302 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3426362.500000 Penalty: 5223.879883
	Iteration 40F: 3 clusters Score -3426362 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3426388.000000 Penalty: 5223.879883
	Iteration 41Q: 3 clusters Score -3426388 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3426430.000000 Penalty: 5223.879883
	Iteration 42Q: 3 clusters Score -3426430 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3426491.000000 Penalty: 5223.879883
	Iteration 43Q: 3 clusters Score -3426491 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3426543.000000 Penalty: 5223.879883
	Iteration 44Q: 3 clusters Score -3426543 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3426596.250000 Penalty: 5223.879883
	Iteration 45Q: 3 clusters Score -3426596 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3426650.000000 Penalty: 5223.879883
	Iteration 46Q: 3 clusters Score -3426650 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3426703.000000 Penalty: 5223.879883
	Iteration 47Q: 3 clusters Score -3426703 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3426774.000000 Penalty: 5223.879883
	Iteration 48Q: 3 clusters Score -3426774 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3426837.750000 Penalty: 5223.879883
	Iteration 49Q: 3 clusters Score -3426838 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3426907.750000 Penalty: 5223.879883
	Iteration 50Q: 3 clusters Score -3426908 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3427002.750000 Penalty: 5223.879883
	Iteration 51Q: 3 clusters Score -3427003 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3427109.250000 Penalty: 5223.879883
	Iteration 52Q: 3 clusters Score -3427109 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3427222.750000 Penalty: 5223.879883
	Iteration 53Q: 3 clusters Score -3427223 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3427374.750000 Penalty: 5223.879883
	Iteration 54Q: 3 clusters Score -3427375 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3427520.750000 Penalty: 5223.879883
	Iteration 55Q: 3 clusters Score -3427521 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3427652.250000 Penalty: 5223.879883
	Iteration 56Q: 3 clusters Score -3427652 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3427761.250000 Penalty: 5223.879883
	Iteration 57Q: 3 clusters Score -3427761 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3427877.250000 Penalty: 5223.879883
	Iteration 58Q: 3 clusters Score -3427877 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3428030.000000 Penalty: 5223.879883
	Iteration 59Q: 3 clusters Score -3428030 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3428174.500000 Penalty: 5223.879883
	Iteration 60F: 3 clusters Score -3428174 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3428305.750000 Penalty: 5223.879883
	Iteration 61Q: 3 clusters Score -3428306 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3428435.750000 Penalty: 5223.879883
	Iteration 62Q: 3 clusters Score -3428436 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3428606.250000 Penalty: 5223.879883
	Iteration 63Q: 3 clusters Score -3428606 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -3428748.750000 Penalty: 5223.879883
	Iteration 64Q: 3 clusters Score -3428749 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3428855.750000 Penalty: 5223.879883
	Iteration 65Q: 3 clusters Score -3428856 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -3428954.250000 Penalty: 5223.879883
	Iteration 66Q: 3 clusters Score -3428954 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3429060.750000 Penalty: 5223.879883
	Iteration 67Q: 3 clusters Score -3429061 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -3429147.000000 Penalty: 5223.879883
	Iteration 68Q: 3 clusters Score -3429147 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3429228.500000 Penalty: 5223.879883
	Iteration 69Q: 3 clusters Score -3429228 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -3429288.000000 Penalty: 5223.879883
	Iteration 70Q: 3 clusters Score -3429288 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3429347.500000 Penalty: 5223.879883
	Iteration 71Q: 3 clusters Score -3429348 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -3429395.750000 Penalty: 5223.879883
	Iteration 72Q: 3 clusters Score -3429396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3429442.000000 Penalty: 5223.879883
	Iteration 73Q: 3 clusters Score -3429442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -3429489.000000 Penalty: 5223.879883
	Iteration 74Q: 3 clusters Score -3429489 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -3429516.500000 Penalty: 5223.879883
	Iteration 75Q: 3 clusters Score -3429516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -3429559.500000 Penalty: 5223.879883
	Iteration 76Q: 3 clusters Score -3429560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -3429592.750000 Penalty: 5223.879883
	Iteration 77Q: 3 clusters Score -3429593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -3429619.750000 Penalty: 5223.879883
	Iteration 78Q: 3 clusters Score -3429620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3429645.750000 Penalty: 5223.879883
	Iteration 79Q: 3 clusters Score -3429646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -3429660.250000 Penalty: 5223.879883
	Iteration 80F: 3 clusters Score -3429660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3429683.500000 Penalty: 5223.879883
	Iteration 81Q: 3 clusters Score -3429684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -3429699.500000 Penalty: 5223.879883
	Iteration 82Q: 3 clusters Score -3429700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3429717.750000 Penalty: 5223.879883
	Iteration 83Q: 3 clusters Score -3429718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3429762.750000 Penalty: 5223.879883
	Iteration 84Q: 3 clusters Score -3429763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -3429775.250000 Penalty: 5223.879883
	Iteration 85Q: 3 clusters Score -3429775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -3429796.000000 Penalty: 5223.879883
	Iteration 86Q: 3 clusters Score -3429796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3429805.500000 Penalty: 5223.879883
	Iteration 87Q: 3 clusters Score -3429806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -3429820.750000 Penalty: 5223.879883
	Iteration 88Q: 3 clusters Score -3429821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -3429832.000000 Penalty: 5223.879883
	Iteration 89Q: 3 clusters Score -3429832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3429845.750000 Penalty: 5223.879883
	Iteration 90Q: 3 clusters Score -3429846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -3429851.500000 Penalty: 5223.879883
	Iteration 91Q: 3 clusters Score -3429852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3429863.500000 Penalty: 5223.879883
	Iteration 92Q: 3 clusters Score -3429864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -3429870.750000 Penalty: 5223.879883
	Iteration 93Q: 3 clusters Score -3429871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -3429874.500000 Penalty: 5223.879883
	Iteration 94Q: 3 clusters Score -3429874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -3429875.500000 Penalty: 5223.879883
	Iteration 95Q: 3 clusters Score -3429876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3429882.250000 Penalty: 5223.879883
	Iteration 96Q: 3 clusters Score -3429882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3429879.250000 Penalty: 5223.879883
	Iteration 97Q: 3 clusters Score -3429879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -3429884.000000 Penalty: 5223.879883
	Iteration 98Q: 3 clusters Score -3429884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3429886.000000 Penalty: 5223.879883
	Iteration 99Q: 3 clusters Score -3429886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3429889.000000 Penalty: 5223.879883
	Iteration 100F: 3 clusters Score -3429889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -3429887.000000 Penalty: 5223.879883
	Iteration 101Q: 3 clusters Score -3429887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -3429886.250000 Penalty: 5223.879883
	Iteration 102Q: 3 clusters Score -3429886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -3429886.250000 Penalty: 5223.879883
	Iteration 103F: 3 clusters Score -3429886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 24304 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 3451 members 
Mstep: Class 51 contains 8442 members 
Mstep: Class 52 contains 35749 members 
Entering Unmasked Estep 
Score: -96146936.000000 Penalty: 178111.234375
Splitting cluster 30 changes total score from -96120984.000000 to -96146936.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 31 (13271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Entering Unmasked Estep 
Score: -1332798.625000 Penalty: 2354.347412
	Iteration 0F: 2 clusters Score -1332799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1322981.250000 Penalty: 4708.694824
	Iteration 0F: 3 clusters Score -1322981 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1326047.750000 Penalty: 4708.694824
	Iteration 1F: 3 clusters Score -1326048 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1326463.250000 Penalty: 4708.694824
	Iteration 2F: 3 clusters Score -1326463 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1326899.500000 Penalty: 4708.694824
	Iteration 3F: 3 clusters Score -1326900 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1327328.750000 Penalty: 4708.694824
	Iteration 4F: 3 clusters Score -1327329 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1327833.500000 Penalty: 4708.694824
	Iteration 5F: 3 clusters Score -1327834 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1328378.000000 Penalty: 4708.694824
	Iteration 6F: 3 clusters Score -1328378 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1328895.500000 Penalty: 4708.694824
	Iteration 7F: 3 clusters Score -1328896 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1329285.125000 Penalty: 4708.694824
	Iteration 8Q: 3 clusters Score -1329285 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1329591.625000 Penalty: 4708.694824
	Iteration 9Q: 3 clusters Score -1329592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1329816.000000 Penalty: 4708.694824
	Iteration 10Q: 3 clusters Score -1329816 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1330032.000000 Penalty: 4708.694824
	Iteration 11Q: 3 clusters Score -1330032 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1330254.000000 Penalty: 4708.694824
	Iteration 12Q: 3 clusters Score -1330254 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1330432.500000 Penalty: 4708.694824
	Iteration 13Q: 3 clusters Score -1330432 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1330580.500000 Penalty: 4708.694824
	Iteration 14Q: 3 clusters Score -1330580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1330709.750000 Penalty: 4708.694824
	Iteration 15Q: 3 clusters Score -1330710 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1330804.500000 Penalty: 4708.694824
	Iteration 16Q: 3 clusters Score -1330804 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1330886.000000 Penalty: 4708.694824
	Iteration 17Q: 3 clusters Score -1330886 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1330966.125000 Penalty: 4708.694824
	Iteration 18Q: 3 clusters Score -1330966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1331027.125000 Penalty: 4708.694824
	Iteration 19Q: 3 clusters Score -1331027 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1331094.375000 Penalty: 4708.694824
	Iteration 20F: 3 clusters Score -1331094 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1331155.000000 Penalty: 4708.694824
	Iteration 21Q: 3 clusters Score -1331155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1331212.250000 Penalty: 4708.694824
	Iteration 22Q: 3 clusters Score -1331212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1331275.750000 Penalty: 4708.694824
	Iteration 23Q: 3 clusters Score -1331276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1331347.125000 Penalty: 4708.694824
	Iteration 24Q: 3 clusters Score -1331347 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1331411.875000 Penalty: 4708.694824
	Iteration 25Q: 3 clusters Score -1331412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1331452.625000 Penalty: 4708.694824
	Iteration 26Q: 3 clusters Score -1331453 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1331495.875000 Penalty: 4708.694824
	Iteration 27Q: 3 clusters Score -1331496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1331548.625000 Penalty: 4708.694824
	Iteration 28Q: 3 clusters Score -1331549 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1331600.375000 Penalty: 4708.694824
	Iteration 29Q: 3 clusters Score -1331600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1331634.750000 Penalty: 4708.694824
	Iteration 30Q: 3 clusters Score -1331635 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1331666.375000 Penalty: 4708.694824
	Iteration 31Q: 3 clusters Score -1331666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1331693.125000 Penalty: 4708.694824
	Iteration 32Q: 3 clusters Score -1331693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1331703.625000 Penalty: 4708.694824
	Iteration 33Q: 3 clusters Score -1331704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1331717.000000 Penalty: 4708.694824
	Iteration 34Q: 3 clusters Score -1331717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1331731.750000 Penalty: 4708.694824
	Iteration 35Q: 3 clusters Score -1331732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1331747.750000 Penalty: 4708.694824
	Iteration 36Q: 3 clusters Score -1331748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1331755.875000 Penalty: 4708.694824
	Iteration 37Q: 3 clusters Score -1331756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1331768.000000 Penalty: 4708.694824
	Iteration 38Q: 3 clusters Score -1331768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1331778.500000 Penalty: 4708.694824
	Iteration 39Q: 3 clusters Score -1331778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1331787.500000 Penalty: 4708.694824
	Iteration 40F: 3 clusters Score -1331788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1331797.625000 Penalty: 4708.694824
	Iteration 41Q: 3 clusters Score -1331798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1331801.000000 Penalty: 4708.694824
	Iteration 42Q: 3 clusters Score -1331801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1331811.125000 Penalty: 4708.694824
	Iteration 43Q: 3 clusters Score -1331811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1331816.125000 Penalty: 4708.694824
	Iteration 44Q: 3 clusters Score -1331816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1331821.750000 Penalty: 4708.694824
	Iteration 45Q: 3 clusters Score -1331822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1331824.750000 Penalty: 4708.694824
	Iteration 46Q: 3 clusters Score -1331825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1331826.125000 Penalty: 4708.694824
	Iteration 47Q: 3 clusters Score -1331826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1331829.250000 Penalty: 4708.694824
	Iteration 48Q: 3 clusters Score -1331829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1331834.875000 Penalty: 4708.694824
	Iteration 49Q: 3 clusters Score -1331835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1331837.625000 Penalty: 4708.694824
	Iteration 50Q: 3 clusters Score -1331838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1331838.625000 Penalty: 4708.694824
	Iteration 51Q: 3 clusters Score -1331839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1331838.625000 Penalty: 4708.694824
	Iteration 52Q: 3 clusters Score -1331839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1331840.750000 Penalty: 4708.694824
	Iteration 53Q: 3 clusters Score -1331841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1331842.625000 Penalty: 4708.694824
	Iteration 54Q: 3 clusters Score -1331843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1331843.000000 Penalty: 4708.694824
	Iteration 55Q: 3 clusters Score -1331843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1331843.125000 Penalty: 4708.694824
	Iteration 56Q: 3 clusters Score -1331843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1331843.125000 Penalty: 4708.694824
	Iteration 57F: 3 clusters Score -1331843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Entering Unmasked Estep 
Score: -999269.375000 Penalty: 2302.330566
	Iteration 0F: 2 clusters Score -999269.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -991191.250000 Penalty: 4604.661133
	Iteration 0F: 3 clusters Score -991191.2 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -993960.437500 Penalty: 4604.661133
	Iteration 1F: 3 clusters Score -993960.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -994892.125000 Penalty: 4604.661133
	Iteration 2F: 3 clusters Score -994892.1 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -996316.875000 Penalty: 4604.661133
	Iteration 3F: 3 clusters Score -996316.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -997980.250000 Penalty: 4604.661133
	Iteration 4F: 3 clusters Score -997980.2 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -999358.562500 Penalty: 4604.661133
	Iteration 5F: 3 clusters Score -999358.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1000503.000000 Penalty: 4604.661133
	Iteration 6F: 3 clusters Score -1000503 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1001718.000000 Penalty: 4604.661133
	Iteration 7F: 3 clusters Score -1001718 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1003014.062500 Penalty: 4604.661133
	Iteration 8Q: 3 clusters Score -1003014 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1004026.562500 Penalty: 4604.661133
	Iteration 9Q: 3 clusters Score -1004027 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1004342.875000 Penalty: 4604.661133
	Iteration 10Q: 3 clusters Score -1004343 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1004544.187500 Penalty: 4604.661133
	Iteration 11Q: 3 clusters Score -1004544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1004664.187500 Penalty: 4604.661133
	Iteration 12Q: 3 clusters Score -1004664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1004708.187500 Penalty: 4604.661133
	Iteration 13Q: 3 clusters Score -1004708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1004740.937500 Penalty: 4604.661133
	Iteration 14Q: 3 clusters Score -1004741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1004761.937500 Penalty: 4604.661133
	Iteration 15Q: 3 clusters Score -1004762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1004779.250000 Penalty: 4604.661133
	Iteration 16Q: 3 clusters Score -1004779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1004791.562500 Penalty: 4604.661133
	Iteration 17Q: 3 clusters Score -1004792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1004797.375000 Penalty: 4604.661133
	Iteration 18Q: 3 clusters Score -1004797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1004799.625000 Penalty: 4604.661133
	Iteration 19Q: 3 clusters Score -1004800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1004798.937500 Penalty: 4604.661133
	Iteration 20F: 3 clusters Score -1004799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1004798.812500 Penalty: 4604.661133
	Iteration 21Q: 3 clusters Score -1004799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1004798.812500 Penalty: 4604.661133
	Iteration 22Q: 3 clusters Score -1004799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1004798.812500 Penalty: 4604.661133
	Iteration 23F: 3 clusters Score -1004799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 24304 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 7766 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 12620 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 3451 members 
Mstep: Class 51 contains 8442 members 
Mstep: Class 52 contains 35749 members 
Mstep: Class 53 contains 2994 members 
Entering Unmasked Estep 
Score: -96151128.000000 Penalty: 181536.453125
Splitting cluster 32 changes total score from -96120984.000000 to -96151128.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 33 (76844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Entering Unmasked Estep 
Score: -7873077.500000 Penalty: 2789.884033
	Iteration 0F: 2 clusters Score -7873078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7821490.000000 Penalty: 5579.768066
	Iteration 0F: 3 clusters Score -7821490 nChanged 36092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -7841824.500000 Penalty: 5579.768066
	Iteration 1F: 3 clusters Score -7841824 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -7842744.000000 Penalty: 5579.768066
	Iteration 2Q: 3 clusters Score -7842744 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7844368.000000 Penalty: 5579.768066
	Iteration 3Q: 3 clusters Score -7844368 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7847279.500000 Penalty: 5579.768066
	Iteration 4F: 3 clusters Score -7847280 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7852259.000000 Penalty: 5579.768066
	Iteration 5F: 3 clusters Score -7852259 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -7858652.500000 Penalty: 5579.768066
	Iteration 6F: 3 clusters Score -7858652 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -7864026.000000 Penalty: 5579.768066
	Iteration 7F: 3 clusters Score -7864026 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7867396.500000 Penalty: 5579.768066
	Iteration 8Q: 3 clusters Score -7867396 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7869136.500000 Penalty: 5579.768066
	Iteration 9Q: 3 clusters Score -7869136 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7869907.500000 Penalty: 5579.768066
	Iteration 10Q: 3 clusters Score -7869908 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7870254.500000 Penalty: 5579.768066
	Iteration 11Q: 3 clusters Score -7870254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7870428.500000 Penalty: 5579.768066
	Iteration 12Q: 3 clusters Score -7870428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7870523.500000 Penalty: 5579.768066
	Iteration 13Q: 3 clusters Score -7870524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7870560.500000 Penalty: 5579.768066
	Iteration 14Q: 3 clusters Score -7870560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7870577.000000 Penalty: 5579.768066
	Iteration 15Q: 3 clusters Score -7870577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7870585.500000 Penalty: 5579.768066
	Iteration 16Q: 3 clusters Score -7870586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7870595.000000 Penalty: 5579.768066
	Iteration 17Q: 3 clusters Score -7870595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7870602.500000 Penalty: 5579.768066
	Iteration 18Q: 3 clusters Score -7870602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7870611.500000 Penalty: 5579.768066
	Iteration 19Q: 3 clusters Score -7870612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7870624.000000 Penalty: 5579.768066
	Iteration 20F: 3 clusters Score -7870624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7870626.500000 Penalty: 5579.768066
	Iteration 21Q: 3 clusters Score -7870626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7870626.500000 Penalty: 5579.768066
	Iteration 22Q: 3 clusters Score -7870626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7870624.000000 Penalty: 5579.768066
	Iteration 23Q: 3 clusters Score -7870624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7870629.500000 Penalty: 5579.768066
	Iteration 24Q: 3 clusters Score -7870630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7870632.500000 Penalty: 5579.768066
	Iteration 25Q: 3 clusters Score -7870632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7870636.000000 Penalty: 5579.768066
	Iteration 26Q: 3 clusters Score -7870636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7870640.000000 Penalty: 5579.768066
	Iteration 27Q: 3 clusters Score -7870640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7870642.000000 Penalty: 5579.768066
	Iteration 28Q: 3 clusters Score -7870642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7870643.500000 Penalty: 5579.768066
	Iteration 29Q: 3 clusters Score -7870644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7870646.500000 Penalty: 5579.768066
	Iteration 30Q: 3 clusters Score -7870646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7870646.500000 Penalty: 5579.768066
	Iteration 31F: 3 clusters Score -7870646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Entering Unmasked Estep 
Score: -1235789.125000 Penalty: 2341.873535
	Iteration 0F: 2 clusters Score -1235789 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 6280 members 
Entering Unmasked Estep 
Score: -1226385.375000 Penalty: 4683.747070
	Iteration 0F: 3 clusters Score -1226385 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1229660.125000 Penalty: 4683.747070
	Iteration 1F: 3 clusters Score -1229660 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1230737.625000 Penalty: 4683.747070
	Iteration 2F: 3 clusters Score -1230738 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1231926.000000 Penalty: 4683.747070
	Iteration 3F: 3 clusters Score -1231926 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1232843.000000 Penalty: 4683.747070
	Iteration 4F: 3 clusters Score -1232843 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1233621.625000 Penalty: 4683.747070
	Iteration 5F: 3 clusters Score -1233622 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1234212.750000 Penalty: 4683.747070
	Iteration 6F: 3 clusters Score -1234213 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1234613.125000 Penalty: 4683.747070
	Iteration 7Q: 3 clusters Score -1234613 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1234984.250000 Penalty: 4683.747070
	Iteration 8Q: 3 clusters Score -1234984 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1235327.500000 Penalty: 4683.747070
	Iteration 9Q: 3 clusters Score -1235328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1235690.125000 Penalty: 4683.747070
	Iteration 10Q: 3 clusters Score -1235690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1236047.375000 Penalty: 4683.747070
	Iteration 11Q: 3 clusters Score -1236047 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1236269.875000 Penalty: 4683.747070
	Iteration 12Q: 3 clusters Score -1236270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1236426.750000 Penalty: 4683.747070
	Iteration 13Q: 3 clusters Score -1236427 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1236508.500000 Penalty: 4683.747070
	Iteration 14Q: 3 clusters Score -1236508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1236553.250000 Penalty: 4683.747070
	Iteration 15Q: 3 clusters Score -1236553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1236584.875000 Penalty: 4683.747070
	Iteration 16Q: 3 clusters Score -1236585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1236601.750000 Penalty: 4683.747070
	Iteration 17Q: 3 clusters Score -1236602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1236622.500000 Penalty: 4683.747070
	Iteration 18Q: 3 clusters Score -1236622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1236631.625000 Penalty: 4683.747070
	Iteration 19Q: 3 clusters Score -1236632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1236641.000000 Penalty: 4683.747070
	Iteration 20F: 3 clusters Score -1236641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1236648.875000 Penalty: 4683.747070
	Iteration 21Q: 3 clusters Score -1236649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1236659.500000 Penalty: 4683.747070
	Iteration 22Q: 3 clusters Score -1236660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1236662.125000 Penalty: 4683.747070
	Iteration 23Q: 3 clusters Score -1236662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1236667.500000 Penalty: 4683.747070
	Iteration 24Q: 3 clusters Score -1236668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1236669.125000 Penalty: 4683.747070
	Iteration 25Q: 3 clusters Score -1236669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1236671.000000 Penalty: 4683.747070
	Iteration 26Q: 3 clusters Score -1236671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1236671.625000 Penalty: 4683.747070
	Iteration 27Q: 3 clusters Score -1236672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1236669.250000 Penalty: 4683.747070
	Iteration 28Q: 3 clusters Score -1236669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1236669.250000 Penalty: 4683.747070
	Iteration 29F: 3 clusters Score -1236669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 24304 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 7766 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 3451 members 
Mstep: Class 51 contains 8442 members 
Mstep: Class 52 contains 35749 members 
Mstep: Class 53 contains 2994 members 
Mstep: Class 54 contains 1653 members 
Entering Unmasked Estep 
Score: -96150792.000000 Penalty: 184961.656250
Splitting cluster 34 changes total score from -96120984.000000 to -96150792.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 35 (8766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Entering Unmasked Estep 
Score: -852592.000000 Penalty: 2251.501709
	Iteration 0F: 2 clusters Score -852592 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 4312 members 
Entering Unmasked Estep 
Score: -845625.625000 Penalty: 4503.003418
	Iteration 0F: 3 clusters Score -845625.6 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -847693.437500 Penalty: 4503.003418
	Iteration 1F: 3 clusters Score -847693.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -848112.250000 Penalty: 4503.003418
	Iteration 2F: 3 clusters Score -848112.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -848485.000000 Penalty: 4503.003418
	Iteration 3F: 3 clusters Score -848485 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -848876.437500 Penalty: 4503.003418
	Iteration 4F: 3 clusters Score -848876.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -849300.812500 Penalty: 4503.003418
	Iteration 5F: 3 clusters Score -849300.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -849717.500000 Penalty: 4503.003418
	Iteration 6F: 3 clusters Score -849717.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -850086.562500 Penalty: 4503.003418
	Iteration 7F: 3 clusters Score -850086.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -850352.000000 Penalty: 4503.003418
	Iteration 8Q: 3 clusters Score -850352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -850567.562500 Penalty: 4503.003418
	Iteration 9Q: 3 clusters Score -850567.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -850723.625000 Penalty: 4503.003418
	Iteration 10Q: 3 clusters Score -850723.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -850824.187500 Penalty: 4503.003418
	Iteration 11Q: 3 clusters Score -850824.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -850903.375000 Penalty: 4503.003418
	Iteration 12Q: 3 clusters Score -850903.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -850950.375000 Penalty: 4503.003418
	Iteration 13Q: 3 clusters Score -850950.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -850997.687500 Penalty: 4503.003418
	Iteration 14Q: 3 clusters Score -850997.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -851033.875000 Penalty: 4503.003418
	Iteration 15Q: 3 clusters Score -851033.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -851061.062500 Penalty: 4503.003418
	Iteration 16Q: 3 clusters Score -851061.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -851084.625000 Penalty: 4503.003418
	Iteration 17Q: 3 clusters Score -851084.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -851104.062500 Penalty: 4503.003418
	Iteration 18Q: 3 clusters Score -851104.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -851126.062500 Penalty: 4503.003418
	Iteration 19Q: 3 clusters Score -851126.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -851158.312500 Penalty: 4503.003418
	Iteration 20F: 3 clusters Score -851158.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -851195.375000 Penalty: 4503.003418
	Iteration 21Q: 3 clusters Score -851195.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -851228.750000 Penalty: 4503.003418
	Iteration 22Q: 3 clusters Score -851228.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -851271.500000 Penalty: 4503.003418
	Iteration 23Q: 3 clusters Score -851271.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -851314.625000 Penalty: 4503.003418
	Iteration 24Q: 3 clusters Score -851314.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -851369.312500 Penalty: 4503.003418
	Iteration 25Q: 3 clusters Score -851369.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -851445.812500 Penalty: 4503.003418
	Iteration 26Q: 3 clusters Score -851445.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -851557.687500 Penalty: 4503.003418
	Iteration 27Q: 3 clusters Score -851557.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -851661.750000 Penalty: 4503.003418
	Iteration 28Q: 3 clusters Score -851661.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -851764.312500 Penalty: 4503.003418
	Iteration 29Q: 3 clusters Score -851764.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -851832.250000 Penalty: 4503.003418
	Iteration 30Q: 3 clusters Score -851832.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -851903.437500 Penalty: 4503.003418
	Iteration 31Q: 3 clusters Score -851903.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -851986.375000 Penalty: 4503.003418
	Iteration 32Q: 3 clusters Score -851986.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -852115.812500 Penalty: 4503.003418
	Iteration 33Q: 3 clusters Score -852115.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -852374.062500 Penalty: 4503.003418
	Iteration 34Q: 3 clusters Score -852374.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -852802.125000 Penalty: 4503.003418
	Iteration 35Q: 3 clusters Score -852802.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -853197.000000 Penalty: 4503.003418
	Iteration 36Q: 3 clusters Score -853197 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -853318.687500 Penalty: 4503.003418
	Iteration 37Q: 3 clusters Score -853318.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -853337.187500 Penalty: 4503.003418
	Iteration 38Q: 3 clusters Score -853337.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -853349.437500 Penalty: 4503.003418
	Iteration 39Q: 3 clusters Score -853349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -853350.562500 Penalty: 4503.003418
	Iteration 40F: 3 clusters Score -853350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -853349.312500 Penalty: 4503.003418
	Iteration 41Q: 3 clusters Score -853349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -853351.000000 Penalty: 4503.003418
	Iteration 42Q: 3 clusters Score -853351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -853352.937500 Penalty: 4503.003418
	Iteration 43Q: 3 clusters Score -853352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -853353.437500 Penalty: 4503.003418
	Iteration 44Q: 3 clusters Score -853353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -853354.750000 Penalty: 4503.003418
	Iteration 45Q: 3 clusters Score -853354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -853354.250000 Penalty: 4503.003418
	Iteration 46Q: 3 clusters Score -853354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -853354.437500 Penalty: 4503.003418
	Iteration 47Q: 3 clusters Score -853354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -853354.437500 Penalty: 4503.003418
	Iteration 48F: 3 clusters Score -853354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 24304 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 7766 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 3486 members 
Mstep: Class 36 contains 4406 members 
Mstep: Class 37 contains 1124 members 
Mstep: Class 38 contains 21135 members 
Mstep: Class 39 contains 3505 members 
Mstep: Class 40 contains 1654 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 17128 members 
Mstep: Class 43 contains 1955 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4570 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5668 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 3451 members 
Mstep: Class 51 contains 8442 members 
Mstep: Class 52 contains 35749 members 
Mstep: Class 53 contains 2994 members 
Mstep: Class 54 contains 1653 members 
Mstep: Class 55 contains 5280 members 
Entering Unmasked Estep 
Score: -96150544.000000 Penalty: 188386.875000
Splitting cluster 35 changes total score from -96120984.000000 to -96150544.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 72634 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 93257 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 210602 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 55384 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43721 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 36528 members 
Mstep: Class 29 contains 24304 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 13271 members 
Mstep: Class 32 contains 7766 members 
Mstep: Class 33 contains 76844 members 
Mstep: Class 34 contains 10967 members 
Mstep: Class 35 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162216.000000 Penalty: 188386.875000
Iteration 79Q: 56 clusters Score -9.616222e+07 nChanged 17598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 73024 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 15253 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 93808 members 
Mstep: Class 9 contains 8659 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 210525 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 8638 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 55452 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 7519 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 7495 members 
Mstep: Class 23 contains 7545 members 
Mstep: Class 24 contains 15815 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 43975 members 
Mstep: Class 27 contains 4843 members 
Mstep: Class 28 contains 36411 members 
Mstep: Class 29 contains 25216 members 
Mstep: Class 30 contains 2181 members 
Mstep: Class 31 contains 13574 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 76989 members 
Mstep: Class 34 contains 11109 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 4272 members 
Mstep: Class 37 contains 1123 members 
Mstep: Class 38 contains 20310 members 
Mstep: Class 39 contains 3244 members 
Mstep: Class 40 contains 1599 members 
Mstep: Class 41 contains 5646 members 
Mstep: Class 42 contains 16557 members 
Mstep: Class 43 contains 1895 members 
Mstep: Class 44 contains 2335 members 
Mstep: Class 45 contains 4486 members 
Mstep: Class 46 contains 4729 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 5428 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 3326 members 
Mstep: Class 51 contains 8205 members 
Mstep: Class 52 contains 34459 members 
Mstep: Class 53 contains 2988 members 
Mstep: Class 54 contains 1752 members 
Mstep: Class 55 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96174248.000000 Penalty: 188386.875000
Iteration 80F: 56 clusters Score -9.617425e+07 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 71025 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 14942 members 
Mstep: Class 5 contains 7222 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 93233 members 
Mstep: Class 9 contains 8525 members 
Mstep: Class 10 contains 45574 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 210305 members 
Mstep: Class 13 contains 27827 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 55469 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 7613 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 7587 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 15692 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 43901 members 
Mstep: Class 27 contains 4808 members 
Mstep: Class 28 contains 36317 members 
Mstep: Class 29 contains 25195 members 
Mstep: Class 30 contains 2391 members 
Mstep: Class 31 contains 13333 members 
Mstep: Class 32 contains 7664 members 
Mstep: Class 33 contains 76883 members 
Mstep: Class 34 contains 10939 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 4357 members 
Mstep: Class 37 contains 1133 members 
Mstep: Class 38 contains 20870 members 
Mstep: Class 39 contains 3319 members 
Mstep: Class 40 contains 2237 members 
Mstep: Class 41 contains 5897 members 
Mstep: Class 42 contains 18443 members 
Mstep: Class 43 contains 1906 members 
Mstep: Class 44 contains 2351 members 
Mstep: Class 45 contains 4537 members 
Mstep: Class 46 contains 4892 members 
Mstep: Class 47 contains 915 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 3452 members 
Mstep: Class 50 contains 3581 members 
Mstep: Class 51 contains 8594 members 
Mstep: Class 52 contains 35176 members 
Mstep: Class 53 contains 3044 members 
Mstep: Class 54 contains 1884 members 
Mstep: Class 55 contains 5348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96180416.000000 Penalty: 188386.875000
Iteration 81Q: 56 clusters Score -9.618042e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 69644 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 92736 members 
Mstep: Class 9 contains 8553 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 5806 members 
Mstep: Class 12 contains 210098 members 
Mstep: Class 13 contains 27428 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 8658 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 55548 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 11459 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 7747 members 
Mstep: Class 24 contains 15600 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 43821 members 
Mstep: Class 27 contains 4825 members 
Mstep: Class 28 contains 36236 members 
Mstep: Class 29 contains 24893 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 13227 members 
Mstep: Class 32 contains 7595 members 
Mstep: Class 33 contains 76795 members 
Mstep: Class 34 contains 10823 members 
Mstep: Class 35 contains 3391 members 
Mstep: Class 36 contains 4372 members 
Mstep: Class 37 contains 1140 members 
Mstep: Class 38 contains 21268 members 
Mstep: Class 39 contains 3338 members 
Mstep: Class 40 contains 2712 members 
Mstep: Class 41 contains 6073 members 
Mstep: Class 42 contains 20218 members 
Mstep: Class 43 contains 1902 members 
Mstep: Class 44 contains 2353 members 
Mstep: Class 45 contains 4535 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 916 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 3587 members 
Mstep: Class 50 contains 3682 members 
Mstep: Class 51 contains 8785 members 
Mstep: Class 52 contains 35617 members 
Mstep: Class 53 contains 3064 members 
Mstep: Class 54 contains 1978 members 
Mstep: Class 55 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96183440.000000 Penalty: 188386.875000
Iteration 82Q: 56 clusters Score -9.618344e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 68523 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 583 members 
Mstep: Class 8 contains 92335 members 
Mstep: Class 9 contains 8569 members 
Mstep: Class 10 contains 44992 members 
Mstep: Class 11 contains 5673 members 
Mstep: Class 12 contains 209954 members 
Mstep: Class 13 contains 27027 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 8673 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 55611 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 7872 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 7706 members 
Mstep: Class 23 contains 7808 members 
Mstep: Class 24 contains 15511 members 
Mstep: Class 25 contains 4122 members 
Mstep: Class 26 contains 43747 members 
Mstep: Class 27 contains 4855 members 
Mstep: Class 28 contains 36178 members 
Mstep: Class 29 contains 24435 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 13191 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 76716 members 
Mstep: Class 34 contains 10747 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 4356 members 
Mstep: Class 37 contains 1147 members 
Mstep: Class 38 contains 21558 members 
Mstep: Class 39 contains 3337 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 6198 members 
Mstep: Class 42 contains 22099 members 
Mstep: Class 43 contains 1906 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4512 members 
Mstep: Class 46 contains 5098 members 
Mstep: Class 47 contains 914 members 
Mstep: Class 48 contains 5532 members 
Mstep: Class 49 contains 3668 members 
Mstep: Class 50 contains 3775 members 
Mstep: Class 51 contains 8897 members 
Mstep: Class 52 contains 35906 members 
Mstep: Class 53 contains 3079 members 
Mstep: Class 54 contains 2045 members 
Mstep: Class 55 contains 5633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96186432.000000 Penalty: 188386.875000
Iteration 83Q: 56 clusters Score -9.618643e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 67541 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 587 members 
Mstep: Class 8 contains 91972 members 
Mstep: Class 9 contains 8566 members 
Mstep: Class 10 contains 44755 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 209865 members 
Mstep: Class 13 contains 26654 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 55680 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 7973 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 15424 members 
Mstep: Class 25 contains 4107 members 
Mstep: Class 26 contains 43654 members 
Mstep: Class 27 contains 4881 members 
Mstep: Class 28 contains 36117 members 
Mstep: Class 29 contains 23921 members 
Mstep: Class 30 contains 3022 members 
Mstep: Class 31 contains 13170 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 76655 members 
Mstep: Class 34 contains 10683 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 4354 members 
Mstep: Class 37 contains 1155 members 
Mstep: Class 38 contains 21759 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 3249 members 
Mstep: Class 41 contains 6307 members 
Mstep: Class 42 contains 24013 members 
Mstep: Class 43 contains 1900 members 
Mstep: Class 44 contains 2353 members 
Mstep: Class 45 contains 4498 members 
Mstep: Class 46 contains 5184 members 
Mstep: Class 47 contains 914 members 
Mstep: Class 48 contains 5548 members 
Mstep: Class 49 contains 3729 members 
Mstep: Class 50 contains 3846 members 
Mstep: Class 51 contains 8970 members 
Mstep: Class 52 contains 36113 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 2104 members 
Mstep: Class 55 contains 5714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96189560.000000 Penalty: 188386.875000
Iteration 84Q: 56 clusters Score -9.618956e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 66694 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 13715 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 91713 members 
Mstep: Class 9 contains 8554 members 
Mstep: Class 10 contains 44545 members 
Mstep: Class 11 contains 5519 members 
Mstep: Class 12 contains 209819 members 
Mstep: Class 13 contains 26300 members 
Mstep: Class 14 contains 3098 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 55739 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 8085 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 7772 members 
Mstep: Class 23 contains 7868 members 
Mstep: Class 24 contains 15351 members 
Mstep: Class 25 contains 4091 members 
Mstep: Class 26 contains 43556 members 
Mstep: Class 27 contains 4893 members 
Mstep: Class 28 contains 36071 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 13160 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 76607 members 
Mstep: Class 34 contains 10612 members 
Mstep: Class 35 contains 3383 members 
Mstep: Class 36 contains 4346 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 21871 members 
Mstep: Class 39 contains 3326 members 
Mstep: Class 40 contains 3388 members 
Mstep: Class 41 contains 6412 members 
Mstep: Class 42 contains 25695 members 
Mstep: Class 43 contains 1896 members 
Mstep: Class 44 contains 2352 members 
Mstep: Class 45 contains 4485 members 
Mstep: Class 46 contains 5255 members 
Mstep: Class 47 contains 916 members 
Mstep: Class 48 contains 5569 members 
Mstep: Class 49 contains 3756 members 
Mstep: Class 50 contains 3893 members 
Mstep: Class 51 contains 9016 members 
Mstep: Class 52 contains 36273 members 
Mstep: Class 53 contains 3111 members 
Mstep: Class 54 contains 2153 members 
Mstep: Class 55 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96191816.000000 Penalty: 188386.875000
Iteration 85Q: 56 clusters Score -9.619182e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 65958 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 13445 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 91496 members 
Mstep: Class 9 contains 8525 members 
Mstep: Class 10 contains 44402 members 
Mstep: Class 11 contains 5475 members 
Mstep: Class 12 contains 209788 members 
Mstep: Class 13 contains 25993 members 
Mstep: Class 14 contains 3071 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 55811 members 
Mstep: Class 18 contains 8757 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 7796 members 
Mstep: Class 23 contains 7889 members 
Mstep: Class 24 contains 15288 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 43471 members 
Mstep: Class 27 contains 4904 members 
Mstep: Class 28 contains 36013 members 
Mstep: Class 29 contains 23494 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 13154 members 
Mstep: Class 32 contains 7542 members 
Mstep: Class 33 contains 76577 members 
Mstep: Class 34 contains 10548 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 4324 members 
Mstep: Class 37 contains 1175 members 
Mstep: Class 38 contains 21975 members 
Mstep: Class 39 contains 3329 members 
Mstep: Class 40 contains 3504 members 
Mstep: Class 41 contains 6511 members 
Mstep: Class 42 contains 26981 members 
Mstep: Class 43 contains 1890 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 4466 members 
Mstep: Class 46 contains 5321 members 
Mstep: Class 47 contains 916 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 3782 members 
Mstep: Class 50 contains 3916 members 
Mstep: Class 51 contains 9009 members 
Mstep: Class 52 contains 36400 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 2189 members 
Mstep: Class 55 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96193304.000000 Penalty: 188386.875000
Iteration 86Q: 56 clusters Score -9.61933e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 65335 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 4 contains 13227 members 
Mstep: Class 5 contains 7540 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 588 members 
Mstep: Class 8 contains 91295 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 10 contains 44275 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 209790 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 5424 members 
Mstep: Class 17 contains 55865 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 7814 members 
Mstep: Class 23 contains 7916 members 
Mstep: Class 24 contains 15225 members 
Mstep: Class 25 contains 4065 members 
Mstep: Class 26 contains 43391 members 
Mstep: Class 27 contains 4913 members 
Mstep: Class 28 contains 35949 members 
Mstep: Class 29 contains 23592 members 
Mstep: Class 30 contains 3330 members 
Mstep: Class 31 contains 13146 members 
Mstep: Class 32 contains 7551 members 
Mstep: Class 33 contains 76550 members 
Mstep: Class 34 contains 10495 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 4318 members 
Mstep: Class 37 contains 1196 members 
Mstep: Class 38 contains 22090 members 
Mstep: Class 39 contains 3337 members 
Mstep: Class 40 contains 3592 members 
Mstep: Class 41 contains 6603 members 
Mstep: Class 42 contains 27902 members 
Mstep: Class 43 contains 1891 members 
Mstep: Class 44 contains 2356 members 
Mstep: Class 45 contains 4457 members 
Mstep: Class 46 contains 5369 members 
Mstep: Class 47 contains 913 members 
Mstep: Class 48 contains 5611 members 
Mstep: Class 49 contains 3793 members 
Mstep: Class 50 contains 3930 members 
Mstep: Class 51 contains 8997 members 
Mstep: Class 52 contains 36495 members 
Mstep: Class 53 contains 3133 members 
Mstep: Class 54 contains 2226 members 
Mstep: Class 55 contains 5888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96194144.000000 Penalty: 188386.875000
Iteration 87Q: 56 clusters Score -9.619414e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 64839 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 13041 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 590 members 
Mstep: Class 8 contains 91108 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 44179 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 209780 members 
Mstep: Class 13 contains 25490 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 8673 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 55916 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 8392 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 7828 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 15181 members 
Mstep: Class 25 contains 4055 members 
Mstep: Class 26 contains 43348 members 
Mstep: Class 27 contains 4926 members 
Mstep: Class 28 contains 35888 members 
Mstep: Class 29 contains 23759 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 13144 members 
Mstep: Class 32 contains 7556 members 
Mstep: Class 33 contains 76534 members 
Mstep: Class 34 contains 10448 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 4306 members 
Mstep: Class 37 contains 1222 members 
Mstep: Class 38 contains 22206 members 
Mstep: Class 39 contains 3343 members 
Mstep: Class 40 contains 3652 members 
Mstep: Class 41 contains 6691 members 
Mstep: Class 42 contains 28542 members 
Mstep: Class 43 contains 1892 members 
Mstep: Class 44 contains 2358 members 
Mstep: Class 45 contains 4446 members 
Mstep: Class 46 contains 5410 members 
Mstep: Class 47 contains 913 members 
Mstep: Class 48 contains 5618 members 
Mstep: Class 49 contains 3808 members 
Mstep: Class 50 contains 3935 members 
Mstep: Class 51 contains 8992 members 
Mstep: Class 52 contains 36564 members 
Mstep: Class 53 contains 3137 members 
Mstep: Class 54 contains 2260 members 
Mstep: Class 55 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96194432.000000 Penalty: 188386.875000
Iteration 88Q: 56 clusters Score -9.619443e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 64400 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 4 contains 12864 members 
Mstep: Class 5 contains 7597 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 90906 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 44078 members 
Mstep: Class 11 contains 5383 members 
Mstep: Class 12 contains 209796 members 
Mstep: Class 13 contains 25301 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 8673 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 55952 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 11165 members 
Mstep: Class 20 contains 8498 members 
Mstep: Class 21 contains 1986 members 
Mstep: Class 22 contains 7843 members 
Mstep: Class 23 contains 7951 members 
Mstep: Class 24 contains 15158 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 43308 members 
Mstep: Class 27 contains 4938 members 
Mstep: Class 28 contains 35816 members 
Mstep: Class 29 contains 23960 members 
Mstep: Class 30 contains 3416 members 
Mstep: Class 31 contains 13157 members 
Mstep: Class 32 contains 7556 members 
Mstep: Class 33 contains 76513 members 
Mstep: Class 34 contains 10410 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 4306 members 
Mstep: Class 37 contains 1247 members 
Mstep: Class 38 contains 22360 members 
Mstep: Class 39 contains 3328 members 
Mstep: Class 40 contains 3701 members 
Mstep: Class 41 contains 6771 members 
Mstep: Class 42 contains 29050 members 
Mstep: Class 43 contains 1892 members 
Mstep: Class 44 contains 2362 members 
Mstep: Class 45 contains 4444 members 
Mstep: Class 46 contains 5455 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 5630 members 
Mstep: Class 49 contains 3815 members 
Mstep: Class 50 contains 3939 members 
Mstep: Class 51 contains 8985 members 
Mstep: Class 52 contains 36637 members 
Mstep: Class 53 contains 3146 members 
Mstep: Class 54 contains 2284 members 
Mstep: Class 55 contains 5945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96195320.000000 Penalty: 188386.875000
Iteration 89Q: 56 clusters Score -9.619532e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 64038 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12725 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 90742 members 
Mstep: Class 9 contains 8419 members 
Mstep: Class 10 contains 43997 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 209863 members 
Mstep: Class 13 contains 25116 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 55990 members 
Mstep: Class 18 contains 8730 members 
Mstep: Class 19 contains 11152 members 
Mstep: Class 20 contains 8592 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 7950 members 
Mstep: Class 24 contains 15139 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 43276 members 
Mstep: Class 27 contains 4951 members 
Mstep: Class 28 contains 35735 members 
Mstep: Class 29 contains 24164 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 13179 members 
Mstep: Class 32 contains 7553 members 
Mstep: Class 33 contains 76491 members 
Mstep: Class 34 contains 10376 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 1267 members 
Mstep: Class 38 contains 22493 members 
Mstep: Class 39 contains 3333 members 
Mstep: Class 40 contains 3746 members 
Mstep: Class 41 contains 6849 members 
Mstep: Class 42 contains 29388 members 
Mstep: Class 43 contains 1892 members 
Mstep: Class 44 contains 2362 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 5490 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 5639 members 
Mstep: Class 49 contains 3821 members 
Mstep: Class 50 contains 3948 members 
Mstep: Class 51 contains 8984 members 
Mstep: Class 52 contains 36688 members 
Mstep: Class 53 contains 3147 members 
Mstep: Class 54 contains 2297 members 
Mstep: Class 55 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96195696.000000 Penalty: 188386.875000
Iteration 90Q: 56 clusters Score -9.61957e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 63696 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12599 members 
Mstep: Class 5 contains 7630 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 593 members 
Mstep: Class 8 contains 90614 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 43926 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 209916 members 
Mstep: Class 13 contains 24983 members 
Mstep: Class 14 contains 2999 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 56021 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 11144 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 7867 members 
Mstep: Class 23 contains 7948 members 
Mstep: Class 24 contains 15132 members 
Mstep: Class 25 contains 4019 members 
Mstep: Class 26 contains 43241 members 
Mstep: Class 27 contains 4963 members 
Mstep: Class 28 contains 35671 members 
Mstep: Class 29 contains 24341 members 
Mstep: Class 30 contains 3469 members 
Mstep: Class 31 contains 13204 members 
Mstep: Class 32 contains 7551 members 
Mstep: Class 33 contains 76481 members 
Mstep: Class 34 contains 10345 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 4301 members 
Mstep: Class 37 contains 1283 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 3335 members 
Mstep: Class 40 contains 3783 members 
Mstep: Class 41 contains 6924 members 
Mstep: Class 42 contains 29667 members 
Mstep: Class 43 contains 1892 members 
Mstep: Class 44 contains 2361 members 
Mstep: Class 45 contains 4440 members 
Mstep: Class 46 contains 5535 members 
Mstep: Class 47 contains 884 members 
Mstep: Class 48 contains 5655 members 
Mstep: Class 49 contains 3834 members 
Mstep: Class 50 contains 3951 members 
Mstep: Class 51 contains 8979 members 
Mstep: Class 52 contains 36717 members 
Mstep: Class 53 contains 3148 members 
Mstep: Class 54 contains 2309 members 
Mstep: Class 55 contains 6000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96196096.000000 Penalty: 188386.875000
Iteration 91Q: 56 clusters Score -9.61961e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 63390 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 593 members 
Mstep: Class 8 contains 90510 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 43870 members 
Mstep: Class 11 contains 5352 members 
Mstep: Class 12 contains 209974 members 
Mstep: Class 13 contains 24854 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 8678 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 56041 members 
Mstep: Class 18 contains 8716 members 
Mstep: Class 19 contains 11131 members 
Mstep: Class 20 contains 8735 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 7874 members 
Mstep: Class 23 contains 7952 members 
Mstep: Class 24 contains 15128 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 43223 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 35619 members 
Mstep: Class 29 contains 24498 members 
Mstep: Class 30 contains 3489 members 
Mstep: Class 31 contains 13240 members 
Mstep: Class 32 contains 7554 members 
Mstep: Class 33 contains 76473 members 
Mstep: Class 34 contains 10327 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 4293 members 
Mstep: Class 37 contains 1294 members 
Mstep: Class 38 contains 22690 members 
Mstep: Class 39 contains 3344 members 
Mstep: Class 40 contains 3807 members 
Mstep: Class 41 contains 6994 members 
Mstep: Class 42 contains 29903 members 
Mstep: Class 43 contains 1893 members 
Mstep: Class 44 contains 2362 members 
Mstep: Class 45 contains 4442 members 
Mstep: Class 46 contains 5575 members 
Mstep: Class 47 contains 876 members 
Mstep: Class 48 contains 5662 members 
Mstep: Class 49 contains 3838 members 
Mstep: Class 50 contains 3953 members 
Mstep: Class 51 contains 8975 members 
Mstep: Class 52 contains 36728 members 
Mstep: Class 53 contains 3153 members 
Mstep: Class 54 contains 2315 members 
Mstep: Class 55 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96196256.000000 Penalty: 188386.875000
Iteration 92Q: 56 clusters Score -9.619626e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 63153 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 592 members 
Mstep: Class 8 contains 90432 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 43806 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 210018 members 
Mstep: Class 13 contains 24770 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 8679 members 
Mstep: Class 16 contains 5274 members 
Mstep: Class 17 contains 56056 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 11122 members 
Mstep: Class 20 contains 8798 members 
Mstep: Class 21 contains 1962 members 
Mstep: Class 22 contains 7877 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 15119 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 43208 members 
Mstep: Class 27 contains 4977 members 
Mstep: Class 28 contains 35577 members 
Mstep: Class 29 contains 24635 members 
Mstep: Class 30 contains 3507 members 
Mstep: Class 31 contains 13285 members 
Mstep: Class 32 contains 7545 members 
Mstep: Class 33 contains 76469 members 
Mstep: Class 34 contains 10305 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 4293 members 
Mstep: Class 37 contains 1305 members 
Mstep: Class 38 contains 22747 members 
Mstep: Class 39 contains 3343 members 
Mstep: Class 40 contains 3824 members 
Mstep: Class 41 contains 7064 members 
Mstep: Class 42 contains 30071 members 
Mstep: Class 43 contains 1892 members 
Mstep: Class 44 contains 2362 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 5611 members 
Mstep: Class 47 contains 875 members 
Mstep: Class 48 contains 5673 members 
Mstep: Class 49 contains 3836 members 
Mstep: Class 50 contains 3959 members 
Mstep: Class 51 contains 8970 members 
Mstep: Class 52 contains 36750 members 
Mstep: Class 53 contains 3157 members 
Mstep: Class 54 contains 2322 members 
Mstep: Class 55 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96196560.000000 Penalty: 188386.875000
Iteration 93Q: 56 clusters Score -9.619656e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 62947 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 592 members 
Mstep: Class 8 contains 90371 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 210071 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 8680 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 56071 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 11120 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 1954 members 
Mstep: Class 22 contains 7878 members 
Mstep: Class 23 contains 7958 members 
Mstep: Class 24 contains 15111 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 43203 members 
Mstep: Class 27 contains 4989 members 
Mstep: Class 28 contains 35536 members 
Mstep: Class 29 contains 24734 members 
Mstep: Class 30 contains 3517 members 
Mstep: Class 31 contains 13350 members 
Mstep: Class 32 contains 7546 members 
Mstep: Class 33 contains 76461 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 3388 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 1317 members 
Mstep: Class 38 contains 22804 members 
Mstep: Class 39 contains 3343 members 
Mstep: Class 40 contains 3845 members 
Mstep: Class 41 contains 7107 members 
Mstep: Class 42 contains 30237 members 
Mstep: Class 43 contains 1892 members 
Mstep: Class 44 contains 2362 members 
Mstep: Class 45 contains 4445 members 
Mstep: Class 46 contains 5645 members 
Mstep: Class 47 contains 872 members 
Mstep: Class 48 contains 5676 members 
Mstep: Class 49 contains 3844 members 
Mstep: Class 50 contains 3961 members 
Mstep: Class 51 contains 8966 members 
Mstep: Class 52 contains 36775 members 
Mstep: Class 53 contains 3162 members 
Mstep: Class 54 contains 2325 members 
Mstep: Class 55 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96197144.000000 Penalty: 188386.875000
Iteration 94Q: 56 clusters Score -9.619714e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 62742 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 593 members 
Mstep: Class 8 contains 90308 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 43702 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 210126 members 
Mstep: Class 13 contains 24597 members 
Mstep: Class 14 contains 2997 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 56088 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 1944 members 
Mstep: Class 22 contains 7880 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 15100 members 
Mstep: Class 25 contains 4018 members 
Mstep: Class 26 contains 43185 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 35503 members 
Mstep: Class 29 contains 24832 members 
Mstep: Class 30 contains 3525 members 
Mstep: Class 31 contains 13420 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 76457 members 
Mstep: Class 34 contains 10280 members 
Mstep: Class 35 contains 3391 members 
Mstep: Class 36 contains 4304 members 
Mstep: Class 37 contains 1330 members 
Mstep: Class 38 contains 22851 members 
Mstep: Class 39 contains 3343 members 
Mstep: Class 40 contains 3852 members 
Mstep: Class 41 contains 7162 members 
Mstep: Class 42 contains 30384 members 
Mstep: Class 43 contains 1891 members 
Mstep: Class 44 contains 2363 members 
Mstep: Class 45 contains 4445 members 
Mstep: Class 46 contains 5676 members 
Mstep: Class 47 contains 869 members 
Mstep: Class 48 contains 5683 members 
Mstep: Class 49 contains 3852 members 
Mstep: Class 50 contains 3964 members 
Mstep: Class 51 contains 8962 members 
Mstep: Class 52 contains 36793 members 
Mstep: Class 53 contains 3167 members 
Mstep: Class 54 contains 2327 members 
Mstep: Class 55 contains 6036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96197560.000000 Penalty: 188386.875000
Iteration 95Q: 56 clusters Score -9.619756e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 62566 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 12285 members 
Mstep: Class 5 contains 7678 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 90266 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 43657 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 210156 members 
Mstep: Class 13 contains 24532 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 8684 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56108 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 11117 members 
Mstep: Class 20 contains 8930 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 7883 members 
Mstep: Class 23 contains 7954 members 
Mstep: Class 24 contains 15096 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 43170 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 35485 members 
Mstep: Class 29 contains 24906 members 
Mstep: Class 30 contains 3534 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 7508 members 
Mstep: Class 33 contains 76452 members 
Mstep: Class 34 contains 10268 members 
Mstep: Class 35 contains 3392 members 
Mstep: Class 36 contains 4306 members 
Mstep: Class 37 contains 1341 members 
Mstep: Class 38 contains 22875 members 
Mstep: Class 39 contains 3333 members 
Mstep: Class 40 contains 3860 members 
Mstep: Class 41 contains 7213 members 
Mstep: Class 42 contains 30508 members 
Mstep: Class 43 contains 1891 members 
Mstep: Class 44 contains 2363 members 
Mstep: Class 45 contains 4444 members 
Mstep: Class 46 contains 5698 members 
Mstep: Class 47 contains 868 members 
Mstep: Class 48 contains 5691 members 
Mstep: Class 49 contains 3857 members 
Mstep: Class 50 contains 3967 members 
Mstep: Class 51 contains 8954 members 
Mstep: Class 52 contains 36808 members 
Mstep: Class 53 contains 3169 members 
Mstep: Class 54 contains 2330 members 
Mstep: Class 55 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96198152.000000 Penalty: 188386.875000
Iteration 96Q: 56 clusters Score -9.619815e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 62448 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 90221 members 
Mstep: Class 9 contains 8239 members 
Mstep: Class 10 contains 43625 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 210157 members 
Mstep: Class 13 contains 24484 members 
Mstep: Class 14 contains 2998 members 
Mstep: Class 15 contains 8685 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 56124 members 
Mstep: Class 18 contains 8704 members 
Mstep: Class 19 contains 11116 members 
Mstep: Class 20 contains 8969 members 
Mstep: Class 21 contains 1911 members 
Mstep: Class 22 contains 7888 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 4002 members 
Mstep: Class 26 contains 43162 members 
Mstep: Class 27 contains 5016 members 
Mstep: Class 28 contains 35472 members 
Mstep: Class 29 contains 24975 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 13517 members 
Mstep: Class 32 contains 7501 members 
Mstep: Class 33 contains 76445 members 
Mstep: Class 34 contains 10252 members 
Mstep: Class 35 contains 3392 members 
Mstep: Class 36 contains 4309 members 
Mstep: Class 37 contains 1363 members 
Mstep: Class 38 contains 22913 members 
Mstep: Class 39 contains 3327 members 
Mstep: Class 40 contains 3865 members 
Mstep: Class 41 contains 7259 members 
Mstep: Class 42 contains 30601 members 
Mstep: Class 43 contains 1891 members 
Mstep: Class 44 contains 2364 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 5715 members 
Mstep: Class 47 contains 865 members 
Mstep: Class 48 contains 5695 members 
Mstep: Class 49 contains 3875 members 
Mstep: Class 50 contains 3970 members 
Mstep: Class 51 contains 8950 members 
Mstep: Class 52 contains 36806 members 
Mstep: Class 53 contains 3170 members 
Mstep: Class 54 contains 2332 members 
Mstep: Class 55 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96198792.000000 Penalty: 188386.875000
Iteration 97Q: 56 clusters Score -9.619879e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 62320 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 7704 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 90180 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 43602 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 210178 members 
Mstep: Class 13 contains 24440 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 8684 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56131 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 11114 members 
Mstep: Class 20 contains 9010 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 22 contains 7890 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 15086 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 43161 members 
Mstep: Class 27 contains 5030 members 
Mstep: Class 28 contains 35457 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 13547 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 76444 members 
Mstep: Class 34 contains 10230 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4302 members 
Mstep: Class 37 contains 1378 members 
Mstep: Class 38 contains 22945 members 
Mstep: Class 39 contains 3326 members 
Mstep: Class 40 contains 3873 members 
Mstep: Class 41 contains 7302 members 
Mstep: Class 42 contains 30677 members 
Mstep: Class 43 contains 1889 members 
Mstep: Class 44 contains 2367 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 5730 members 
Mstep: Class 47 contains 857 members 
Mstep: Class 48 contains 5700 members 
Mstep: Class 49 contains 3887 members 
Mstep: Class 50 contains 3972 members 
Mstep: Class 51 contains 8948 members 
Mstep: Class 52 contains 36802 members 
Mstep: Class 53 contains 3175 members 
Mstep: Class 54 contains 2332 members 
Mstep: Class 55 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96198912.000000 Penalty: 188386.875000
Iteration 98Q: 56 clusters Score -9.619891e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 62204 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 7714 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 90136 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 210217 members 
Mstep: Class 13 contains 24413 members 
Mstep: Class 14 contains 2990 members 
Mstep: Class 15 contains 8689 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 17 contains 56134 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 9036 members 
Mstep: Class 21 contains 1891 members 
Mstep: Class 22 contains 7891 members 
Mstep: Class 23 contains 7933 members 
Mstep: Class 24 contains 15086 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 43152 members 
Mstep: Class 27 contains 5044 members 
Mstep: Class 28 contains 35441 members 
Mstep: Class 29 contains 25075 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 13570 members 
Mstep: Class 32 contains 7440 members 
Mstep: Class 33 contains 76437 members 
Mstep: Class 34 contains 10216 members 
Mstep: Class 35 contains 3400 members 
Mstep: Class 36 contains 4297 members 
Mstep: Class 37 contains 1380 members 
Mstep: Class 38 contains 22981 members 
Mstep: Class 39 contains 3322 members 
Mstep: Class 40 contains 3878 members 
Mstep: Class 41 contains 7340 members 
Mstep: Class 42 contains 30732 members 
Mstep: Class 43 contains 1889 members 
Mstep: Class 44 contains 2369 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 5741 members 
Mstep: Class 47 contains 850 members 
Mstep: Class 48 contains 5704 members 
Mstep: Class 49 contains 3901 members 
Mstep: Class 50 contains 3977 members 
Mstep: Class 51 contains 8947 members 
Mstep: Class 52 contains 36826 members 
Mstep: Class 53 contains 3177 members 
Mstep: Class 54 contains 2333 members 
Mstep: Class 55 contains 6055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96199224.000000 Penalty: 188386.875000
Iteration 99Q: 56 clusters Score -9.619922e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 62106 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12183 members 
Mstep: Class 5 contains 7719 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 90098 members 
Mstep: Class 9 contains 8172 members 
Mstep: Class 10 contains 43564 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 210239 members 
Mstep: Class 13 contains 24391 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 5112 members 
Mstep: Class 17 contains 56149 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 11109 members 
Mstep: Class 20 contains 9065 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 7892 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 15085 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 43146 members 
Mstep: Class 27 contains 5053 members 
Mstep: Class 28 contains 35417 members 
Mstep: Class 29 contains 25114 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 13596 members 
Mstep: Class 32 contains 7412 members 
Mstep: Class 33 contains 76430 members 
Mstep: Class 34 contains 10202 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 4286 members 
Mstep: Class 37 contains 1380 members 
Mstep: Class 38 contains 23014 members 
Mstep: Class 39 contains 3316 members 
Mstep: Class 40 contains 3886 members 
Mstep: Class 41 contains 7377 members 
Mstep: Class 42 contains 30782 members 
Mstep: Class 43 contains 1889 members 
Mstep: Class 44 contains 2372 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 846 members 
Mstep: Class 48 contains 5705 members 
Mstep: Class 49 contains 3909 members 
Mstep: Class 50 contains 3982 members 
Mstep: Class 51 contains 8946 members 
Mstep: Class 52 contains 36849 members 
Mstep: Class 53 contains 3177 members 
Mstep: Class 54 contains 2333 members 
Mstep: Class 55 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96199944.000000 Penalty: 188386.875000
Iteration 100F: 56 clusters Score -9.619994e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 61962 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 90065 members 
Mstep: Class 9 contains 8139 members 
Mstep: Class 10 contains 43550 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 210254 members 
Mstep: Class 13 contains 24368 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 5116 members 
Mstep: Class 17 contains 56162 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 11106 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 7895 members 
Mstep: Class 23 contains 7926 members 
Mstep: Class 24 contains 15080 members 
Mstep: Class 25 contains 3987 members 
Mstep: Class 26 contains 43140 members 
Mstep: Class 27 contains 5069 members 
Mstep: Class 28 contains 35406 members 
Mstep: Class 29 contains 25138 members 
Mstep: Class 30 contains 3628 members 
Mstep: Class 31 contains 13612 members 
Mstep: Class 32 contains 7389 members 
Mstep: Class 33 contains 76427 members 
Mstep: Class 34 contains 10187 members 
Mstep: Class 35 contains 3405 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 1384 members 
Mstep: Class 38 contains 22972 members 
Mstep: Class 39 contains 3304 members 
Mstep: Class 40 contains 3887 members 
Mstep: Class 41 contains 7411 members 
Mstep: Class 42 contains 30906 members 
Mstep: Class 43 contains 1888 members 
Mstep: Class 44 contains 2372 members 
Mstep: Class 45 contains 4438 members 
Mstep: Class 46 contains 5755 members 
Mstep: Class 47 contains 841 members 
Mstep: Class 48 contains 5701 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 3985 members 
Mstep: Class 51 contains 8943 members 
Mstep: Class 52 contains 36833 members 
Mstep: Class 53 contains 3178 members 
Mstep: Class 54 contains 2334 members 
Mstep: Class 55 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96200288.000000 Penalty: 188386.875000
Iteration 101Q: 56 clusters Score -9.620029e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 61828 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12152 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 90017 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 43539 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 210268 members 
Mstep: Class 13 contains 24347 members 
Mstep: Class 14 contains 2978 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 5118 members 
Mstep: Class 17 contains 56173 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 7899 members 
Mstep: Class 23 contains 7920 members 
Mstep: Class 24 contains 15073 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 43132 members 
Mstep: Class 27 contains 5094 members 
Mstep: Class 28 contains 35386 members 
Mstep: Class 29 contains 25157 members 
Mstep: Class 30 contains 3672 members 
Mstep: Class 31 contains 13634 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 76430 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 4292 members 
Mstep: Class 37 contains 1385 members 
Mstep: Class 38 contains 22959 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 3890 members 
Mstep: Class 41 contains 7438 members 
Mstep: Class 42 contains 31013 members 
Mstep: Class 43 contains 1887 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4436 members 
Mstep: Class 46 contains 5761 members 
Mstep: Class 47 contains 838 members 
Mstep: Class 48 contains 5699 members 
Mstep: Class 49 contains 3932 members 
Mstep: Class 50 contains 3986 members 
Mstep: Class 51 contains 8935 members 
Mstep: Class 52 contains 36822 members 
Mstep: Class 53 contains 3186 members 
Mstep: Class 54 contains 2335 members 
Mstep: Class 55 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96200496.000000 Penalty: 188386.875000
Iteration 102Q: 56 clusters Score -9.62005e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 61725 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12135 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 89963 members 
Mstep: Class 9 contains 8092 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 210278 members 
Mstep: Class 13 contains 24318 members 
Mstep: Class 14 contains 2976 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 56182 members 
Mstep: Class 18 contains 8697 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 7901 members 
Mstep: Class 23 contains 7921 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 3983 members 
Mstep: Class 26 contains 43124 members 
Mstep: Class 27 contains 5112 members 
Mstep: Class 28 contains 35372 members 
Mstep: Class 29 contains 25177 members 
Mstep: Class 30 contains 3704 members 
Mstep: Class 31 contains 13652 members 
Mstep: Class 32 contains 7359 members 
Mstep: Class 33 contains 76427 members 
Mstep: Class 34 contains 10159 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 4294 members 
Mstep: Class 37 contains 1387 members 
Mstep: Class 38 contains 22973 members 
Mstep: Class 39 contains 3285 members 
Mstep: Class 40 contains 3893 members 
Mstep: Class 41 contains 7478 members 
Mstep: Class 42 contains 31096 members 
Mstep: Class 43 contains 1887 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4434 members 
Mstep: Class 46 contains 5763 members 
Mstep: Class 47 contains 836 members 
Mstep: Class 48 contains 5698 members 
Mstep: Class 49 contains 3939 members 
Mstep: Class 50 contains 3988 members 
Mstep: Class 51 contains 8929 members 
Mstep: Class 52 contains 36816 members 
Mstep: Class 53 contains 3189 members 
Mstep: Class 54 contains 2336 members 
Mstep: Class 55 contains 6083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96200680.000000 Penalty: 188386.875000
Iteration 103Q: 56 clusters Score -9.620068e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 61667 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 89919 members 
Mstep: Class 9 contains 8072 members 
Mstep: Class 10 contains 43516 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 210277 members 
Mstep: Class 13 contains 24290 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 8696 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 56192 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 7903 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 15067 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 43123 members 
Mstep: Class 27 contains 5120 members 
Mstep: Class 28 contains 35353 members 
Mstep: Class 29 contains 25209 members 
Mstep: Class 30 contains 3724 members 
Mstep: Class 31 contains 13664 members 
Mstep: Class 32 contains 7338 members 
Mstep: Class 33 contains 76429 members 
Mstep: Class 34 contains 10143 members 
Mstep: Class 35 contains 3425 members 
Mstep: Class 36 contains 4294 members 
Mstep: Class 37 contains 1392 members 
Mstep: Class 38 contains 22989 members 
Mstep: Class 39 contains 3279 members 
Mstep: Class 40 contains 3896 members 
Mstep: Class 41 contains 7513 members 
Mstep: Class 42 contains 31166 members 
Mstep: Class 43 contains 1888 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4430 members 
Mstep: Class 46 contains 5767 members 
Mstep: Class 47 contains 832 members 
Mstep: Class 48 contains 5701 members 
Mstep: Class 49 contains 3955 members 
Mstep: Class 50 contains 3989 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 36794 members 
Mstep: Class 53 contains 3191 members 
Mstep: Class 54 contains 2339 members 
Mstep: Class 55 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96200768.000000 Penalty: 188386.875000
Iteration 104Q: 56 clusters Score -9.620077e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 61617 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89877 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 10 contains 43504 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 210280 members 
Mstep: Class 13 contains 24257 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 16 contains 5118 members 
Mstep: Class 17 contains 56197 members 
Mstep: Class 18 contains 8701 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 9160 members 
Mstep: Class 21 contains 1862 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 7913 members 
Mstep: Class 24 contains 15061 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 43121 members 
Mstep: Class 27 contains 5134 members 
Mstep: Class 28 contains 35334 members 
Mstep: Class 29 contains 25229 members 
Mstep: Class 30 contains 3746 members 
Mstep: Class 31 contains 13675 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 76428 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23001 members 
Mstep: Class 39 contains 3271 members 
Mstep: Class 40 contains 3901 members 
Mstep: Class 41 contains 7550 members 
Mstep: Class 42 contains 31220 members 
Mstep: Class 43 contains 1887 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4430 members 
Mstep: Class 46 contains 5772 members 
Mstep: Class 47 contains 830 members 
Mstep: Class 48 contains 5702 members 
Mstep: Class 49 contains 3966 members 
Mstep: Class 50 contains 3991 members 
Mstep: Class 51 contains 8927 members 
Mstep: Class 52 contains 36778 members 
Mstep: Class 53 contains 3194 members 
Mstep: Class 54 contains 2342 members 
Mstep: Class 55 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96200992.000000 Penalty: 188386.875000
Iteration 105Q: 56 clusters Score -9.620099e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 61577 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 4 contains 12106 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89827 members 
Mstep: Class 9 contains 8018 members 
Mstep: Class 10 contains 43500 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 210285 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 56202 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 7912 members 
Mstep: Class 24 contains 15062 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 43117 members 
Mstep: Class 27 contains 5146 members 
Mstep: Class 28 contains 35321 members 
Mstep: Class 29 contains 25254 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 13690 members 
Mstep: Class 32 contains 7311 members 
Mstep: Class 33 contains 76428 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 3440 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 1409 members 
Mstep: Class 38 contains 23030 members 
Mstep: Class 39 contains 3266 members 
Mstep: Class 40 contains 3901 members 
Mstep: Class 41 contains 7586 members 
Mstep: Class 42 contains 31263 members 
Mstep: Class 43 contains 1884 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 5778 members 
Mstep: Class 47 contains 829 members 
Mstep: Class 48 contains 5701 members 
Mstep: Class 49 contains 3984 members 
Mstep: Class 50 contains 3991 members 
Mstep: Class 51 contains 8925 members 
Mstep: Class 52 contains 36752 members 
Mstep: Class 53 contains 3197 members 
Mstep: Class 54 contains 2345 members 
Mstep: Class 55 contains 6109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96201672.000000 Penalty: 188386.875000
Iteration 106Q: 56 clusters Score -9.620167e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 61530 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 89776 members 
Mstep: Class 9 contains 7997 members 
Mstep: Class 10 contains 43494 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 210302 members 
Mstep: Class 13 contains 24202 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 5120 members 
Mstep: Class 17 contains 56208 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 7909 members 
Mstep: Class 24 contains 15059 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 43115 members 
Mstep: Class 27 contains 5153 members 
Mstep: Class 28 contains 35300 members 
Mstep: Class 29 contains 25270 members 
Mstep: Class 30 contains 3774 members 
Mstep: Class 31 contains 13697 members 
Mstep: Class 32 contains 7311 members 
Mstep: Class 33 contains 76427 members 
Mstep: Class 34 contains 10089 members 
Mstep: Class 35 contains 3442 members 
Mstep: Class 36 contains 4289 members 
Mstep: Class 37 contains 1417 members 
Mstep: Class 38 contains 23068 members 
Mstep: Class 39 contains 3262 members 
Mstep: Class 40 contains 3903 members 
Mstep: Class 41 contains 7615 members 
Mstep: Class 42 contains 31302 members 
Mstep: Class 43 contains 1881 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4433 members 
Mstep: Class 46 contains 5783 members 
Mstep: Class 47 contains 825 members 
Mstep: Class 48 contains 5703 members 
Mstep: Class 49 contains 4000 members 
Mstep: Class 50 contains 3993 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 36737 members 
Mstep: Class 53 contains 3200 members 
Mstep: Class 54 contains 2347 members 
Mstep: Class 55 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202040.000000 Penalty: 188386.875000
Iteration 107Q: 56 clusters Score -9.620204e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 61480 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 89735 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43485 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 210320 members 
Mstep: Class 13 contains 24184 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 8698 members 
Mstep: Class 16 contains 5121 members 
Mstep: Class 17 contains 56215 members 
Mstep: Class 18 contains 8704 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 7910 members 
Mstep: Class 24 contains 15057 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 43114 members 
Mstep: Class 27 contains 5165 members 
Mstep: Class 28 contains 35279 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 13705 members 
Mstep: Class 32 contains 7307 members 
Mstep: Class 33 contains 76426 members 
Mstep: Class 34 contains 10079 members 
Mstep: Class 35 contains 3447 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 1414 members 
Mstep: Class 38 contains 23094 members 
Mstep: Class 39 contains 3256 members 
Mstep: Class 40 contains 3903 members 
Mstep: Class 41 contains 7645 members 
Mstep: Class 42 contains 31336 members 
Mstep: Class 43 contains 1879 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 5791 members 
Mstep: Class 47 contains 826 members 
Mstep: Class 48 contains 5703 members 
Mstep: Class 49 contains 4012 members 
Mstep: Class 50 contains 3994 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 36730 members 
Mstep: Class 53 contains 3200 members 
Mstep: Class 54 contains 2347 members 
Mstep: Class 55 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202008.000000 Penalty: 188386.875000
Iteration 108Q: 56 clusters Score -9.620201e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 61436 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 89714 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 43476 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 210336 members 
Mstep: Class 13 contains 24165 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 8698 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 56225 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 7908 members 
Mstep: Class 24 contains 15055 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 43106 members 
Mstep: Class 27 contains 5178 members 
Mstep: Class 28 contains 35253 members 
Mstep: Class 29 contains 25304 members 
Mstep: Class 30 contains 3787 members 
Mstep: Class 31 contains 13716 members 
Mstep: Class 32 contains 7296 members 
Mstep: Class 33 contains 76426 members 
Mstep: Class 34 contains 10070 members 
Mstep: Class 35 contains 3451 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 1410 members 
Mstep: Class 38 contains 23102 members 
Mstep: Class 39 contains 3260 members 
Mstep: Class 40 contains 3904 members 
Mstep: Class 41 contains 7676 members 
Mstep: Class 42 contains 31368 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 5798 members 
Mstep: Class 47 contains 832 members 
Mstep: Class 48 contains 5703 members 
Mstep: Class 49 contains 4016 members 
Mstep: Class 50 contains 3994 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 36721 members 
Mstep: Class 53 contains 3202 members 
Mstep: Class 54 contains 2348 members 
Mstep: Class 55 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96201848.000000 Penalty: 188386.875000
Iteration 109Q: 56 clusters Score -9.620185e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 61377 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 89696 members 
Mstep: Class 9 contains 7950 members 
Mstep: Class 10 contains 43467 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 210358 members 
Mstep: Class 13 contains 24158 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 8698 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56233 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 7905 members 
Mstep: Class 24 contains 15051 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5196 members 
Mstep: Class 28 contains 35230 members 
Mstep: Class 29 contains 25315 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 13722 members 
Mstep: Class 32 contains 7289 members 
Mstep: Class 33 contains 76429 members 
Mstep: Class 34 contains 10053 members 
Mstep: Class 35 contains 3456 members 
Mstep: Class 36 contains 4288 members 
Mstep: Class 37 contains 1408 members 
Mstep: Class 38 contains 23114 members 
Mstep: Class 39 contains 3262 members 
Mstep: Class 40 contains 3905 members 
Mstep: Class 41 contains 7696 members 
Mstep: Class 42 contains 31397 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 5802 members 
Mstep: Class 47 contains 837 members 
Mstep: Class 48 contains 5700 members 
Mstep: Class 49 contains 4023 members 
Mstep: Class 50 contains 3997 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 36716 members 
Mstep: Class 53 contains 3205 members 
Mstep: Class 54 contains 2351 members 
Mstep: Class 55 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202072.000000 Penalty: 188386.875000
Iteration 110Q: 56 clusters Score -9.620207e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 61344 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 43458 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 210366 members 
Mstep: Class 13 contains 24144 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56239 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 11095 members 
Mstep: Class 20 contains 9198 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 7907 members 
Mstep: Class 24 contains 15050 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 43103 members 
Mstep: Class 27 contains 5203 members 
Mstep: Class 28 contains 35216 members 
Mstep: Class 29 contains 25321 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 13726 members 
Mstep: Class 32 contains 7284 members 
Mstep: Class 33 contains 76427 members 
Mstep: Class 34 contains 10040 members 
Mstep: Class 35 contains 3457 members 
Mstep: Class 36 contains 4288 members 
Mstep: Class 37 contains 1406 members 
Mstep: Class 38 contains 23123 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 3907 members 
Mstep: Class 41 contains 7717 members 
Mstep: Class 42 contains 31415 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4431 members 
Mstep: Class 46 contains 5808 members 
Mstep: Class 47 contains 840 members 
Mstep: Class 48 contains 5704 members 
Mstep: Class 49 contains 4033 members 
Mstep: Class 50 contains 4003 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 36707 members 
Mstep: Class 53 contains 3208 members 
Mstep: Class 54 contains 2355 members 
Mstep: Class 55 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202096.000000 Penalty: 188386.875000
Iteration 111Q: 56 clusters Score -9.62021e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 61316 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12048 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 89650 members 
Mstep: Class 9 contains 7905 members 
Mstep: Class 10 contains 43450 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 210369 members 
Mstep: Class 13 contains 24131 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56244 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 7905 members 
Mstep: Class 24 contains 15051 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 43101 members 
Mstep: Class 27 contains 5207 members 
Mstep: Class 28 contains 35208 members 
Mstep: Class 29 contains 25333 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 13732 members 
Mstep: Class 32 contains 7278 members 
Mstep: Class 33 contains 76425 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 3458 members 
Mstep: Class 36 contains 4286 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 23135 members 
Mstep: Class 39 contains 3256 members 
Mstep: Class 40 contains 3906 members 
Mstep: Class 41 contains 7751 members 
Mstep: Class 42 contains 31434 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4430 members 
Mstep: Class 46 contains 5814 members 
Mstep: Class 47 contains 844 members 
Mstep: Class 48 contains 5709 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 4005 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 36710 members 
Mstep: Class 53 contains 3210 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202168.000000 Penalty: 188386.875000
Iteration 112Q: 56 clusters Score -9.620217e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 61285 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 89635 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 43440 members 
Mstep: Class 11 contains 5250 members 
Mstep: Class 12 contains 210379 members 
Mstep: Class 13 contains 24113 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56253 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 9204 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 7903 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 43109 members 
Mstep: Class 27 contains 5212 members 
Mstep: Class 28 contains 35195 members 
Mstep: Class 29 contains 25341 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 13741 members 
Mstep: Class 32 contains 7258 members 
Mstep: Class 33 contains 76427 members 
Mstep: Class 34 contains 9999 members 
Mstep: Class 35 contains 3464 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 1398 members 
Mstep: Class 38 contains 23135 members 
Mstep: Class 39 contains 3252 members 
Mstep: Class 40 contains 3907 members 
Mstep: Class 41 contains 7790 members 
Mstep: Class 42 contains 31446 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4429 members 
Mstep: Class 46 contains 5820 members 
Mstep: Class 47 contains 848 members 
Mstep: Class 48 contains 5709 members 
Mstep: Class 49 contains 4050 members 
Mstep: Class 50 contains 4004 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 36712 members 
Mstep: Class 53 contains 3214 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202296.000000 Penalty: 188386.875000
Iteration 113Q: 56 clusters Score -9.62023e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 61261 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12043 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89608 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 43433 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 12 contains 210384 members 
Mstep: Class 13 contains 24103 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 8700 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56259 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7910 members 
Mstep: Class 23 contains 7902 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 43107 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 35187 members 
Mstep: Class 29 contains 25345 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 13752 members 
Mstep: Class 32 contains 7231 members 
Mstep: Class 33 contains 76428 members 
Mstep: Class 34 contains 9986 members 
Mstep: Class 35 contains 3472 members 
Mstep: Class 36 contains 4286 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23156 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 3909 members 
Mstep: Class 41 contains 7819 members 
Mstep: Class 42 contains 31463 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4430 members 
Mstep: Class 46 contains 5826 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5709 members 
Mstep: Class 49 contains 4066 members 
Mstep: Class 50 contains 4003 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 36712 members 
Mstep: Class 53 contains 3217 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 6213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202328.000000 Penalty: 188386.875000
Iteration 114Q: 56 clusters Score -9.620233e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 61240 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89581 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 210390 members 
Mstep: Class 13 contains 24090 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56267 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 11085 members 
Mstep: Class 20 contains 9224 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 7890 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 43106 members 
Mstep: Class 27 contains 5223 members 
Mstep: Class 28 contains 35172 members 
Mstep: Class 29 contains 25352 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 13761 members 
Mstep: Class 32 contains 7202 members 
Mstep: Class 33 contains 76427 members 
Mstep: Class 34 contains 9976 members 
Mstep: Class 35 contains 3481 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23176 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 3911 members 
Mstep: Class 41 contains 7847 members 
Mstep: Class 42 contains 31480 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4430 members 
Mstep: Class 46 contains 5831 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5714 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 4004 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 36705 members 
Mstep: Class 53 contains 3220 members 
Mstep: Class 54 contains 2363 members 
Mstep: Class 55 contains 6214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202320.000000 Penalty: 188386.875000
Iteration 115Q: 56 clusters Score -9.620232e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 61216 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12036 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89568 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 10 contains 43422 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 210394 members 
Mstep: Class 13 contains 24080 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 56273 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 7883 members 
Mstep: Class 24 contains 15050 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 43107 members 
Mstep: Class 27 contains 5226 members 
Mstep: Class 28 contains 35158 members 
Mstep: Class 29 contains 25361 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 13775 members 
Mstep: Class 32 contains 7178 members 
Mstep: Class 33 contains 76425 members 
Mstep: Class 34 contains 9970 members 
Mstep: Class 35 contains 3487 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23181 members 
Mstep: Class 39 contains 3244 members 
Mstep: Class 40 contains 3912 members 
Mstep: Class 41 contains 7879 members 
Mstep: Class 42 contains 31497 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 5833 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5718 members 
Mstep: Class 49 contains 4094 members 
Mstep: Class 50 contains 4005 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36699 members 
Mstep: Class 53 contains 3224 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202160.000000 Penalty: 188386.875000
Iteration 116Q: 56 clusters Score -9.620216e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12034 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89556 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43416 members 
Mstep: Class 11 contains 5242 members 
Mstep: Class 12 contains 210408 members 
Mstep: Class 13 contains 24075 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8703 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 56277 members 
Mstep: Class 18 contains 8712 members 
Mstep: Class 19 contains 11079 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7884 members 
Mstep: Class 24 contains 15050 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 43109 members 
Mstep: Class 27 contains 5230 members 
Mstep: Class 28 contains 35142 members 
Mstep: Class 29 contains 25365 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 13786 members 
Mstep: Class 32 contains 7157 members 
Mstep: Class 33 contains 76421 members 
Mstep: Class 34 contains 9961 members 
Mstep: Class 35 contains 3493 members 
Mstep: Class 36 contains 4288 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23187 members 
Mstep: Class 39 contains 3240 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 7914 members 
Mstep: Class 42 contains 31516 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5835 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5724 members 
Mstep: Class 49 contains 4098 members 
Mstep: Class 50 contains 4008 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36697 members 
Mstep: Class 53 contains 3227 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202648.000000 Penalty: 188386.875000
Iteration 117Q: 56 clusters Score -9.620265e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 61145 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89545 members 
Mstep: Class 9 contains 7833 members 
Mstep: Class 10 contains 43406 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 210407 members 
Mstep: Class 13 contains 24070 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56285 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 11075 members 
Mstep: Class 20 contains 9272 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7884 members 
Mstep: Class 24 contains 15047 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 43105 members 
Mstep: Class 27 contains 5230 members 
Mstep: Class 28 contains 35134 members 
Mstep: Class 29 contains 25370 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7133 members 
Mstep: Class 33 contains 76421 members 
Mstep: Class 34 contains 9955 members 
Mstep: Class 35 contains 3502 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23193 members 
Mstep: Class 39 contains 3241 members 
Mstep: Class 40 contains 3916 members 
Mstep: Class 41 contains 7948 members 
Mstep: Class 42 contains 31538 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5837 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5731 members 
Mstep: Class 49 contains 4106 members 
Mstep: Class 50 contains 4009 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36687 members 
Mstep: Class 53 contains 3231 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96202504.000000 Penalty: 188386.875000
Iteration 118Q: 56 clusters Score -9.62025e+07 nChanged 320
Entering ConstructFrom: 
Score: -96202504.000000 Penalty: 188386.875000
Entering ConstructFrom: 
Trying to split cluster 1 (6569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Entering Unmasked Estep 
Score: -616610.937500 Penalty: 2179.948975
	Iteration 0F: 2 clusters Score -616610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -611127.812500 Penalty: 4359.897949
	Iteration 0F: 3 clusters Score -611127.8 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -612546.250000 Penalty: 4359.897949
	Iteration 1F: 3 clusters Score -612546.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -612829.000000 Penalty: 4359.897949
	Iteration 2F: 3 clusters Score -612829 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -613077.500000 Penalty: 4359.897949
	Iteration 3F: 3 clusters Score -613077.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -613329.375000 Penalty: 4359.897949
	Iteration 4F: 3 clusters Score -613329.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -613567.937500 Penalty: 4359.897949
	Iteration 5F: 3 clusters Score -613567.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -613783.437500 Penalty: 4359.897949
	Iteration 6Q: 3 clusters Score -613783.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -614018.812500 Penalty: 4359.897949
	Iteration 7Q: 3 clusters Score -614018.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -614184.812500 Penalty: 4359.897949
	Iteration 8Q: 3 clusters Score -614184.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -614326.375000 Penalty: 4359.897949
	Iteration 9Q: 3 clusters Score -614326.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -614426.187500 Penalty: 4359.897949
	Iteration 10Q: 3 clusters Score -614426.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -614492.250000 Penalty: 4359.897949
	Iteration 11Q: 3 clusters Score -614492.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -614538.937500 Penalty: 4359.897949
	Iteration 12Q: 3 clusters Score -614538.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -614572.250000 Penalty: 4359.897949
	Iteration 13Q: 3 clusters Score -614572.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -614601.000000 Penalty: 4359.897949
	Iteration 14Q: 3 clusters Score -614601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -614617.500000 Penalty: 4359.897949
	Iteration 15Q: 3 clusters Score -614617.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -614630.687500 Penalty: 4359.897949
	Iteration 16Q: 3 clusters Score -614630.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -614642.187500 Penalty: 4359.897949
	Iteration 17Q: 3 clusters Score -614642.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -614650.187500 Penalty: 4359.897949
	Iteration 18Q: 3 clusters Score -614650.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -614657.625000 Penalty: 4359.897949
	Iteration 19Q: 3 clusters Score -614657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -614663.375000 Penalty: 4359.897949
	Iteration 20F: 3 clusters Score -614663.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -614667.062500 Penalty: 4359.897949
	Iteration 21Q: 3 clusters Score -614667.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -614670.687500 Penalty: 4359.897949
	Iteration 22Q: 3 clusters Score -614670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -614675.500000 Penalty: 4359.897949
	Iteration 23Q: 3 clusters Score -614675.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -614676.500000 Penalty: 4359.897949
	Iteration 24Q: 3 clusters Score -614676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -614680.687500 Penalty: 4359.897949
	Iteration 25Q: 3 clusters Score -614680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -614685.687500 Penalty: 4359.897949
	Iteration 26Q: 3 clusters Score -614685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -614687.375000 Penalty: 4359.897949
	Iteration 27Q: 3 clusters Score -614687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -614688.187500 Penalty: 4359.897949
	Iteration 28Q: 3 clusters Score -614688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -614690.937500 Penalty: 4359.897949
	Iteration 29Q: 3 clusters Score -614690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -614691.687500 Penalty: 4359.897949
	Iteration 30Q: 3 clusters Score -614691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -614692.250000 Penalty: 4359.897949
	Iteration 31Q: 3 clusters Score -614692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -614694.187500 Penalty: 4359.897949
	Iteration 32Q: 3 clusters Score -614694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -614696.437500 Penalty: 4359.897949
	Iteration 33Q: 3 clusters Score -614696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -614696.750000 Penalty: 4359.897949
	Iteration 34Q: 3 clusters Score -614696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -614700.062500 Penalty: 4359.897949
	Iteration 35Q: 3 clusters Score -614700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -614700.687500 Penalty: 4359.897949
	Iteration 36Q: 3 clusters Score -614700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -614701.375000 Penalty: 4359.897949
	Iteration 37Q: 3 clusters Score -614701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -614701.312500 Penalty: 4359.897949
	Iteration 38Q: 3 clusters Score -614701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -614702.437500 Penalty: 4359.897949
	Iteration 39Q: 3 clusters Score -614702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -614703.000000 Penalty: 4359.897949
	Iteration 40F: 3 clusters Score -614703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -614702.875000 Penalty: 4359.897949
	Iteration 41Q: 3 clusters Score -614702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -614702.875000 Penalty: 4359.897949
	Iteration 42F: 3 clusters Score -614702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Entering Unmasked Estep 
Score: -5673484.500000 Penalty: 2733.079102
	Iteration 0F: 2 clusters Score -5673484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5632271.000000 Penalty: 5466.158203
	Iteration 0F: 3 clusters Score -5632271 nChanged 28505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5648938.500000 Penalty: 5466.158203
	Iteration 1F: 3 clusters Score -5648938 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -5650102.000000 Penalty: 5466.158203
	Iteration 2Q: 3 clusters Score -5650102 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -5651334.000000 Penalty: 5466.158203
	Iteration 3Q: 3 clusters Score -5651334 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -5652733.500000 Penalty: 5466.158203
	Iteration 4F: 3 clusters Score -5652734 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5654186.500000 Penalty: 5466.158203
	Iteration 5F: 3 clusters Score -5654186 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -5655654.000000 Penalty: 5466.158203
	Iteration 6F: 3 clusters Score -5655654 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -5657247.000000 Penalty: 5466.158203
	Iteration 7Q: 3 clusters Score -5657247 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5658864.500000 Penalty: 5466.158203
	Iteration 8Q: 3 clusters Score -5658864 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5660240.500000 Penalty: 5466.158203
	Iteration 9Q: 3 clusters Score -5660240 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5661492.000000 Penalty: 5466.158203
	Iteration 10Q: 3 clusters Score -5661492 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5662541.500000 Penalty: 5466.158203
	Iteration 11Q: 3 clusters Score -5662542 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5663399.000000 Penalty: 5466.158203
	Iteration 12Q: 3 clusters Score -5663399 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5664200.000000 Penalty: 5466.158203
	Iteration 13Q: 3 clusters Score -5664200 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5664891.500000 Penalty: 5466.158203
	Iteration 14Q: 3 clusters Score -5664892 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5665443.500000 Penalty: 5466.158203
	Iteration 15Q: 3 clusters Score -5665444 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5665962.500000 Penalty: 5466.158203
	Iteration 16Q: 3 clusters Score -5665962 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5666394.500000 Penalty: 5466.158203
	Iteration 17Q: 3 clusters Score -5666394 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -5666805.500000 Penalty: 5466.158203
	Iteration 18Q: 3 clusters Score -5666806 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5667145.000000 Penalty: 5466.158203
	Iteration 19Q: 3 clusters Score -5667145 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -5667454.000000 Penalty: 5466.158203
	Iteration 20F: 3 clusters Score -5667454 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -5667697.000000 Penalty: 5466.158203
	Iteration 21Q: 3 clusters Score -5667697 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -5668000.500000 Penalty: 5466.158203
	Iteration 22Q: 3 clusters Score -5668000 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5668221.000000 Penalty: 5466.158203
	Iteration 23Q: 3 clusters Score -5668221 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -5668441.500000 Penalty: 5466.158203
	Iteration 24Q: 3 clusters Score -5668442 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5668666 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5668902 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5669178 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5669710 nChanged 706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5669978 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5670286 nChanged 644
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Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5670571 nChanged 529
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5670766 nChanged 499
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Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5670947 nChanged 462
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5671100 nChanged 393
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5671271 nChanged 319
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Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5671361 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5671468 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5671542 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -5671601.500000 Penalty: 5466.158203
	Iteration 40F: 3 clusters Score -5671602 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5671604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -5671654.000000 Penalty: 5466.158203
	Iteration 42Q: 3 clusters Score -5671654 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5671670 nChanged 102
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Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -5671680.500000 Penalty: 5466.158203
	Iteration 44Q: 3 clusters Score -5671680 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5671690 nChanged 78
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Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -5671717.500000 Penalty: 5466.158203
	Iteration 46Q: 3 clusters Score -5671718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5671742 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5671764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5671770 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5671790 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -5671813.000000 Penalty: 5466.158203
	Iteration 51Q: 3 clusters Score -5671813 nChanged 48
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Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -5671815.500000 Penalty: 5466.158203
	Iteration 52Q: 3 clusters Score -5671816 nChanged 45
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Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -5671831.500000 Penalty: 5466.158203
	Iteration 53Q: 3 clusters Score -5671832 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -5671836.500000 Penalty: 5466.158203
	Iteration 54Q: 3 clusters Score -5671836 nChanged 48
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -5671852.500000 Penalty: 5466.158203
	Iteration 55Q: 3 clusters Score -5671852 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -5671860.500000 Penalty: 5466.158203
	Iteration 56Q: 3 clusters Score -5671860 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5671869 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5671875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -5671891.500000 Penalty: 5466.158203
	Iteration 59Q: 3 clusters Score -5671892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5671894 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5671904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5671906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5671902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -5671917.000000 Penalty: 5466.158203
	Iteration 64Q: 3 clusters Score -5671917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -5671910.500000 Penalty: 5466.158203
	Iteration 65Q: 3 clusters Score -5671910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5671916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -5671923.000000 Penalty: 5466.158203
	Iteration 67Q: 3 clusters Score -5671923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -5671929.500000 Penalty: 5466.158203
	Iteration 68Q: 3 clusters Score -5671930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -5671926.500000 Penalty: 5466.158203
	Iteration 69Q: 3 clusters Score -5671926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -5671928.500000 Penalty: 5466.158203
	Iteration 70Q: 3 clusters Score -5671928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -5671924.000000 Penalty: 5466.158203
	Iteration 71Q: 3 clusters Score -5671924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -5671931.000000 Penalty: 5466.158203
	Iteration 72Q: 3 clusters Score -5671931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 59052 members 
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Score: -5671937.500000 Penalty: 5466.158203
	Iteration 73Q: 3 clusters Score -5671938 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -5671935.500000 Penalty: 5466.158203
	Iteration 74Q: 3 clusters Score -5671936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -5671939.500000 Penalty: 5466.158203
	Iteration 75Q: 3 clusters Score -5671940 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -5671946.500000 Penalty: 5466.158203
	Iteration 76Q: 3 clusters Score -5671946 nChanged 12
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Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 59102 members 
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Score: -5671951.500000 Penalty: 5466.158203
	Iteration 77Q: 3 clusters Score -5671952 nChanged 7
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 59107 members 
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	Iteration 78Q: 3 clusters Score -5671947 nChanged 9
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -5671949.500000 Penalty: 5466.158203
	Iteration 79Q: 3 clusters Score -5671950 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -5671954.500000 Penalty: 5466.158203
	Iteration 80F: 3 clusters Score -5671954 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 59122 members 
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	Iteration 81Q: 3 clusters Score -5671957 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -5671963.500000 Penalty: 5466.158203
	Iteration 82Q: 3 clusters Score -5671964 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -5671968.500000 Penalty: 5466.158203
	Iteration 83Q: 3 clusters Score -5671968 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5671970 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 59154 members 
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	Iteration 85Q: 3 clusters Score -5671968 nChanged 7
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Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5671973 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5671971 nChanged 7
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Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5671968 nChanged 10
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Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5671969 nChanged 14
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Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5671972 nChanged 20
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Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 59201 members 
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	Iteration 91Q: 3 clusters Score -5671971 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5671986 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -5671984.500000 Penalty: 5466.158203
	Iteration 93Q: 3 clusters Score -5671984 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5671990 nChanged 27
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Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5672009 nChanged 25
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Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5672020 nChanged 24
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Entering Unmasked Estep 
Score: -5672025.500000 Penalty: 5466.158203
	Iteration 97Q: 3 clusters Score -5672026 nChanged 26
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Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5672038 nChanged 28
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Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -5672043.500000 Penalty: 5466.158203
	Iteration 99Q: 3 clusters Score -5672044 nChanged 23
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Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -5672056.500000 Penalty: 5466.158203
	Iteration 100F: 3 clusters Score -5672056 nChanged 33
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Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5672052 nChanged 33
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Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5672065 nChanged 24
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5672064 nChanged 25
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Mstep: Class 1 contains 1712 members 
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Entering Unmasked Estep 
Score: -5672078.000000 Penalty: 5466.158203
	Iteration 104Q: 3 clusters Score -5672078 nChanged 19
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Mstep: Class 1 contains 1697 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5672079 nChanged 11
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Mstep: Class 1 contains 1688 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5672086 nChanged 22
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Mstep: Class 1 contains 1672 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5672090 nChanged 25
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Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -5672111.000000 Penalty: 5466.158203
	Iteration 108Q: 3 clusters Score -5672111 nChanged 19
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Mstep: Class 1 contains 1638 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5672116 nChanged 19
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5672112 nChanged 19
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Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5672118 nChanged 12
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Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -5672121.000000 Penalty: 5466.158203
	Iteration 112Q: 3 clusters Score -5672121 nChanged 14
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Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -5672129.000000 Penalty: 5466.158203
	Iteration 113Q: 3 clusters Score -5672129 nChanged 14
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Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -5672132.500000 Penalty: 5466.158203
	Iteration 114Q: 3 clusters Score -5672132 nChanged 11
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Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -5672138.500000 Penalty: 5466.158203
	Iteration 115Q: 3 clusters Score -5672138 nChanged 13
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Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -5672145.000000 Penalty: 5466.158203
	Iteration 116Q: 3 clusters Score -5672145 nChanged 13
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5672144 nChanged 8
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Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 59542 members 
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	Iteration 118Q: 3 clusters Score -5672146 nChanged 8
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5672154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -5672155.500000 Penalty: 5466.158203
	Iteration 120F: 3 clusters Score -5672156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -5672156.000000 Penalty: 5466.158203
	Iteration 121Q: 3 clusters Score -5672156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -5672158.500000 Penalty: 5466.158203
	Iteration 122Q: 3 clusters Score -5672158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -5672155.500000 Penalty: 5466.158203
	Iteration 123Q: 3 clusters Score -5672156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -5672153.500000 Penalty: 5466.158203
	Iteration 124Q: 3 clusters Score -5672154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -5672155.500000 Penalty: 5466.158203
	Iteration 125Q: 3 clusters Score -5672156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -5672159.500000 Penalty: 5466.158203
	Iteration 126Q: 3 clusters Score -5672160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -5672158.500000 Penalty: 5466.158203
	Iteration 127Q: 3 clusters Score -5672158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -5672160.000000 Penalty: 5466.158203
	Iteration 128Q: 3 clusters Score -5672160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -5672160.000000 Penalty: 5466.158203
	Iteration 129Q: 3 clusters Score -5672160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -5672158.000000 Penalty: 5466.158203
	Iteration 130Q: 3 clusters Score -5672158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -5672167.000000 Penalty: 5466.158203
	Iteration 131Q: 3 clusters Score -5672167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -5672171.000000 Penalty: 5466.158203
	Iteration 132Q: 3 clusters Score -5672171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -5672170.000000 Penalty: 5466.158203
	Iteration 133Q: 3 clusters Score -5672170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -5672166.000000 Penalty: 5466.158203
	Iteration 134Q: 3 clusters Score -5672166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -5672169.000000 Penalty: 5466.158203
	Iteration 135Q: 3 clusters Score -5672169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -5672169.000000 Penalty: 5466.158203
	Iteration 136F: 3 clusters Score -5672169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -44212.613281 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -44212.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42697.429688 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -42697.43 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43058.921875 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -43058.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43343.382812 Penalty: 3135.101074
	Iteration 2F: 3 clusters Score -43343.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43650.679688 Penalty: 3135.101074
	Iteration 3F: 3 clusters Score -43650.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43938.757812 Penalty: 3135.101074
	Iteration 4F: 3 clusters Score -43938.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44118.910156 Penalty: 3135.101074
	Iteration 5F: 3 clusters Score -44118.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44266.500000 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -44266.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44402.363281 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -44402.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44552.445312 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -44552.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44728.851562 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -44728.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44952.292969 Penalty: 3135.101074
	Iteration 10Q: 3 clusters Score -44952.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45017.054688 Penalty: 3135.101074
	Iteration 11Q: 3 clusters Score -45017.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45018.714844 Penalty: 3135.101074
	Iteration 12Q: 3 clusters Score -45018.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45021.621094 Penalty: 3135.101074
	Iteration 13Q: 3 clusters Score -45021.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45031.546875 Penalty: 3135.101074
	Iteration 14Q: 3 clusters Score -45031.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45035.800781 Penalty: 3135.101074
	Iteration 15Q: 3 clusters Score -45035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45039.296875 Penalty: 3135.101074
	Iteration 16Q: 3 clusters Score -45039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45042.375000 Penalty: 3135.101074
	Iteration 17Q: 3 clusters Score -45042.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45045.296875 Penalty: 3135.101074
	Iteration 18Q: 3 clusters Score -45045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45048.230469 Penalty: 3135.101074
	Iteration 19Q: 3 clusters Score -45048.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45052.808594 Penalty: 3135.101074
	Iteration 20F: 3 clusters Score -45052.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45092.386719 Penalty: 3135.101074
	Iteration 21Q: 3 clusters Score -45092.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45104.109375 Penalty: 3135.101074
	Iteration 22Q: 3 clusters Score -45104.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45177.335938 Penalty: 3135.101074
	Iteration 23Q: 3 clusters Score -45177.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45300.492188 Penalty: 3135.101074
	Iteration 24Q: 3 clusters Score -45300.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45384.003906 Penalty: 3135.101074
	Iteration 25Q: 3 clusters Score -45384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45581.753906 Penalty: 3135.101074
	Iteration 26Q: 3 clusters Score -45581.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45722.769531 Penalty: 3135.101074
	Iteration 27Q: 3 clusters Score -45722.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45722.769531 Penalty: 3135.101074
	Iteration 28F: 3 clusters Score -45722.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 11072 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23202 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 247 members 
Entering Unmasked Estep 
Score: -96202072.000000 Penalty: 191812.093750
Splitting cluster 3 changes total score from -96202504.000000 to -96202072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1242182.875000 Penalty: 2330.040527
	Iteration 0F: 2 clusters Score -1242183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1233249.375000 Penalty: 4660.081055
	Iteration 0F: 3 clusters Score -1233249 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1236179.750000 Penalty: 4660.081055
	Iteration 1F: 3 clusters Score -1236180 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1236893.250000 Penalty: 4660.081055
	Iteration 2F: 3 clusters Score -1236893 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1237665.375000 Penalty: 4660.081055
	Iteration 3F: 3 clusters Score -1237665 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1238407.375000 Penalty: 4660.081055
	Iteration 4F: 3 clusters Score -1238407 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1239015.375000 Penalty: 4660.081055
	Iteration 5F: 3 clusters Score -1239015 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1239451.500000 Penalty: 4660.081055
	Iteration 6F: 3 clusters Score -1239452 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1239707.125000 Penalty: 4660.081055
	Iteration 7Q: 3 clusters Score -1239707 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1239869.000000 Penalty: 4660.081055
	Iteration 8Q: 3 clusters Score -1239869 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1239974.750000 Penalty: 4660.081055
	Iteration 9Q: 3 clusters Score -1239975 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1240047.750000 Penalty: 4660.081055
	Iteration 10Q: 3 clusters Score -1240048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1240098.375000 Penalty: 4660.081055
	Iteration 11Q: 3 clusters Score -1240098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1240140.125000 Penalty: 4660.081055
	Iteration 12Q: 3 clusters Score -1240140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1240173.000000 Penalty: 4660.081055
	Iteration 13Q: 3 clusters Score -1240173 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1240199.125000 Penalty: 4660.081055
	Iteration 14Q: 3 clusters Score -1240199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1240217.250000 Penalty: 4660.081055
	Iteration 15Q: 3 clusters Score -1240217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1240225.375000 Penalty: 4660.081055
	Iteration 16Q: 3 clusters Score -1240225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1240233.875000 Penalty: 4660.081055
	Iteration 17Q: 3 clusters Score -1240234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1240239.875000 Penalty: 4660.081055
	Iteration 18Q: 3 clusters Score -1240240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1240240.375000 Penalty: 4660.081055
	Iteration 19Q: 3 clusters Score -1240240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1240240.625000 Penalty: 4660.081055
	Iteration 20F: 3 clusters Score -1240241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1240245.500000 Penalty: 4660.081055
	Iteration 21Q: 3 clusters Score -1240246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1240245.625000 Penalty: 4660.081055
	Iteration 22Q: 3 clusters Score -1240246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1240247.625000 Penalty: 4660.081055
	Iteration 23Q: 3 clusters Score -1240248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1240249.625000 Penalty: 4660.081055
	Iteration 24Q: 3 clusters Score -1240250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1240251.000000 Penalty: 4660.081055
	Iteration 25Q: 3 clusters Score -1240251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1240254.625000 Penalty: 4660.081055
	Iteration 26Q: 3 clusters Score -1240255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1240257.125000 Penalty: 4660.081055
	Iteration 27Q: 3 clusters Score -1240257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1240259.750000 Penalty: 4660.081055
	Iteration 28Q: 3 clusters Score -1240260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1240262.375000 Penalty: 4660.081055
	Iteration 29Q: 3 clusters Score -1240262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1240262.000000 Penalty: 4660.081055
	Iteration 30Q: 3 clusters Score -1240262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1240264.125000 Penalty: 4660.081055
	Iteration 31Q: 3 clusters Score -1240264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1240266.625000 Penalty: 4660.081055
	Iteration 32Q: 3 clusters Score -1240267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1240264.125000 Penalty: 4660.081055
	Iteration 33Q: 3 clusters Score -1240264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1240269.750000 Penalty: 4660.081055
	Iteration 34Q: 3 clusters Score -1240270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1240267.375000 Penalty: 4660.081055
	Iteration 35Q: 3 clusters Score -1240267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1240267.000000 Penalty: 4660.081055
	Iteration 36Q: 3 clusters Score -1240267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1240267.000000 Penalty: 4660.081055
	Iteration 37F: 3 clusters Score -1240267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -728021.687500 Penalty: 2220.117676
	Iteration 0F: 2 clusters Score -728021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -721822.312500 Penalty: 4440.235352
	Iteration 0F: 3 clusters Score -721822.3 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -723757.250000 Penalty: 4440.235352
	Iteration 1F: 3 clusters Score -723757.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -724209.312500 Penalty: 4440.235352
	Iteration 2F: 3 clusters Score -724209.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -724648.625000 Penalty: 4440.235352
	Iteration 3F: 3 clusters Score -724648.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -725058.750000 Penalty: 4440.235352
	Iteration 4F: 3 clusters Score -725058.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -725493.687500 Penalty: 4440.235352
	Iteration 5F: 3 clusters Score -725493.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -725869.500000 Penalty: 4440.235352
	Iteration 6F: 3 clusters Score -725869.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -726194.000000 Penalty: 4440.235352
	Iteration 7Q: 3 clusters Score -726194 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -726474.750000 Penalty: 4440.235352
	Iteration 8Q: 3 clusters Score -726474.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -726708.125000 Penalty: 4440.235352
	Iteration 9Q: 3 clusters Score -726708.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -726906.750000 Penalty: 4440.235352
	Iteration 10Q: 3 clusters Score -726906.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -727067.812500 Penalty: 4440.235352
	Iteration 11Q: 3 clusters Score -727067.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -727147.937500 Penalty: 4440.235352
	Iteration 12Q: 3 clusters Score -727147.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -727189.062500 Penalty: 4440.235352
	Iteration 13Q: 3 clusters Score -727189.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -727216.937500 Penalty: 4440.235352
	Iteration 14Q: 3 clusters Score -727216.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -727236.562500 Penalty: 4440.235352
	Iteration 15Q: 3 clusters Score -727236.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -727247.937500 Penalty: 4440.235352
	Iteration 16Q: 3 clusters Score -727247.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -727258.562500 Penalty: 4440.235352
	Iteration 17Q: 3 clusters Score -727258.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -727266.812500 Penalty: 4440.235352
	Iteration 18Q: 3 clusters Score -727266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -727270.687500 Penalty: 4440.235352
	Iteration 19Q: 3 clusters Score -727270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -727271.937500 Penalty: 4440.235352
	Iteration 20F: 3 clusters Score -727271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -727273.000000 Penalty: 4440.235352
	Iteration 21Q: 3 clusters Score -727273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -727273.250000 Penalty: 4440.235352
	Iteration 22Q: 3 clusters Score -727273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -727273.687500 Penalty: 4440.235352
	Iteration 23Q: 3 clusters Score -727273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -727273.625000 Penalty: 4440.235352
	Iteration 24Q: 3 clusters Score -727273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -727274.000000 Penalty: 4440.235352
	Iteration 25Q: 3 clusters Score -727274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -727274.250000 Penalty: 4440.235352
	Iteration 26Q: 3 clusters Score -727274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -727274.250000 Penalty: 4440.235352
	Iteration 27F: 3 clusters Score -727274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -212755.671875 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -212755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -209974.296875 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -209974.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -210463.984375 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -210464 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -210590.046875 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -210590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -210675.718750 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -210675.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -210731.937500 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -210731.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210784.078125 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -210784.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -210845.515625 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -210845.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -210917.046875 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -210917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -211004.968750 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -211005 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -211122.750000 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -211122.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -211234.953125 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -211235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -211336.984375 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -211337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -211425.484375 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -211425.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -211499.296875 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -211499.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -211584.046875 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -211584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -211658.296875 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -211658.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211714.953125 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -211715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -211754.781250 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -211754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -211775.734375 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -211775.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -211788.593750 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -211788.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -211799.218750 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -211799.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -211817.281250 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -211817.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -211831.625000 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -211831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211837.359375 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -211837.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -211844.281250 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -211844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -211853.515625 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -211853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211858.578125 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -211858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211870.078125 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -211870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211876.484375 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -211876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211882.390625 Penalty: 3834.820068
	Iteration 29Q: 3 clusters Score -211882.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -211889.046875 Penalty: 3834.820068
	Iteration 30Q: 3 clusters Score -211889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211892.593750 Penalty: 3834.820068
	Iteration 31Q: 3 clusters Score -211892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211895.000000 Penalty: 3834.820068
	Iteration 32Q: 3 clusters Score -211895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -211898.171875 Penalty: 3834.820068
	Iteration 33Q: 3 clusters Score -211898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -211905.937500 Penalty: 3834.820068
	Iteration 34Q: 3 clusters Score -211905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211917.500000 Penalty: 3834.820068
	Iteration 35Q: 3 clusters Score -211917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -211929.343750 Penalty: 3834.820068
	Iteration 36Q: 3 clusters Score -211929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211947.078125 Penalty: 3834.820068
	Iteration 37Q: 3 clusters Score -211947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211963.890625 Penalty: 3834.820068
	Iteration 38Q: 3 clusters Score -211963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -211980.078125 Penalty: 3834.820068
	Iteration 39Q: 3 clusters Score -211980.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -211997.875000 Penalty: 3834.820068
	Iteration 40F: 3 clusters Score -211997.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212011.531250 Penalty: 3834.820068
	Iteration 41Q: 3 clusters Score -212011.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212024.156250 Penalty: 3834.820068
	Iteration 42Q: 3 clusters Score -212024.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212036.109375 Penalty: 3834.820068
	Iteration 43Q: 3 clusters Score -212036.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212057.578125 Penalty: 3834.820068
	Iteration 44Q: 3 clusters Score -212057.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212084.156250 Penalty: 3834.820068
	Iteration 45Q: 3 clusters Score -212084.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212126.203125 Penalty: 3834.820068
	Iteration 46Q: 3 clusters Score -212126.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -212164.593750 Penalty: 3834.820068
	Iteration 47Q: 3 clusters Score -212164.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212208.171875 Penalty: 3834.820068
	Iteration 48Q: 3 clusters Score -212208.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212254.843750 Penalty: 3834.820068
	Iteration 49Q: 3 clusters Score -212254.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -212285.375000 Penalty: 3834.820068
	Iteration 50Q: 3 clusters Score -212285.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -212300.796875 Penalty: 3834.820068
	Iteration 51Q: 3 clusters Score -212300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212307.781250 Penalty: 3834.820068
	Iteration 52Q: 3 clusters Score -212307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212314.140625 Penalty: 3834.820068
	Iteration 53Q: 3 clusters Score -212314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -212316.000000 Penalty: 3834.820068
	Iteration 54Q: 3 clusters Score -212316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -212318.625000 Penalty: 3834.820068
	Iteration 55Q: 3 clusters Score -212318.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -212318.625000 Penalty: 3834.820068
	Iteration 56F: 3 clusters Score -212318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -56634.621094 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -56634.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55012.894531 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -55012.89 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55291.683594 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -55291.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55465.308594 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -55465.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55544.210938 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -55544.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55604.531250 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -55604.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55657.675781 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -55657.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55701.027344 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -55701.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55747.949219 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -55747.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55763.121094 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -55763.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55778.578125 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -55778.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55779.835938 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -55779.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55782.863281 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -55782.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55788.894531 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -55788.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55794.296875 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -55794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55797.554688 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -55797.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55797.554688 Penalty: 3213.340576
	Iteration 15F: 3 clusters Score -55797.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Entering Unmasked Estep 
Score: -9121679.000000 Penalty: 2827.774902
	Iteration 0F: 2 clusters Score -9121679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -9061796.000000 Penalty: 5655.549805
	Iteration 0F: 3 clusters Score -9061796 nChanged 42285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -9085710.000000 Penalty: 5655.549805
	Iteration 1F: 3 clusters Score -9085710 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -9086411.000000 Penalty: 5655.549805
	Iteration 2Q: 3 clusters Score -9086411 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -9087169.000000 Penalty: 5655.549805
	Iteration 3Q: 3 clusters Score -9087169 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -9087976.000000 Penalty: 5655.549805
	Iteration 4Q: 3 clusters Score -9087976 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9088925.000000 Penalty: 5655.549805
	Iteration 5Q: 3 clusters Score -9088925 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -9090158.000000 Penalty: 5655.549805
	Iteration 6Q: 3 clusters Score -9090158 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -9091707.000000 Penalty: 5655.549805
	Iteration 7Q: 3 clusters Score -9091707 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -9093592.000000 Penalty: 5655.549805
	Iteration 8Q: 3 clusters Score -9093592 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -9095958.000000 Penalty: 5655.549805
	Iteration 9Q: 3 clusters Score -9095958 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -9098584.000000 Penalty: 5655.549805
	Iteration 10F: 3 clusters Score -9098584 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -9101064.000000 Penalty: 5655.549805
	Iteration 11F: 3 clusters Score -9101064 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -9103120.000000 Penalty: 5655.549805
	Iteration 12Q: 3 clusters Score -9103120 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -9104771.000000 Penalty: 5655.549805
	Iteration 13Q: 3 clusters Score -9104771 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -9106062.000000 Penalty: 5655.549805
	Iteration 14Q: 3 clusters Score -9106062 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -9107164.000000 Penalty: 5655.549805
	Iteration 15Q: 3 clusters Score -9107164 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -9108082.000000 Penalty: 5655.549805
	Iteration 16Q: 3 clusters Score -9108082 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -9109027.000000 Penalty: 5655.549805
	Iteration 17Q: 3 clusters Score -9109027 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -9109960.000000 Penalty: 5655.549805
	Iteration 18Q: 3 clusters Score -9109960 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -9110970.000000 Penalty: 5655.549805
	Iteration 19Q: 3 clusters Score -9110970 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -9112095.000000 Penalty: 5655.549805
	Iteration 20F: 3 clusters Score -9112095 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9113240.000000 Penalty: 5655.549805
	Iteration 21Q: 3 clusters Score -9113240 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -9114394.000000 Penalty: 5655.549805
	Iteration 22Q: 3 clusters Score -9114394 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -9115445.000000 Penalty: 5655.549805
	Iteration 23Q: 3 clusters Score -9115445 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9116458.000000 Penalty: 5655.549805
	Iteration 24Q: 3 clusters Score -9116458 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -9117321.000000 Penalty: 5655.549805
	Iteration 25Q: 3 clusters Score -9117321 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9117993.000000 Penalty: 5655.549805
	Iteration 26Q: 3 clusters Score -9117993 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9118526.000000 Penalty: 5655.549805
	Iteration 27Q: 3 clusters Score -9118526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9118796.000000 Penalty: 5655.549805
	Iteration 28Q: 3 clusters Score -9118796 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9118936.000000 Penalty: 5655.549805
	Iteration 29Q: 3 clusters Score -9118936 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9119040.000000 Penalty: 5655.549805
	Iteration 30Q: 3 clusters Score -9119040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9119115.000000 Penalty: 5655.549805
	Iteration 31Q: 3 clusters Score -9119115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9119149.000000 Penalty: 5655.549805
	Iteration 32Q: 3 clusters Score -9119149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9119169.000000 Penalty: 5655.549805
	Iteration 33Q: 3 clusters Score -9119169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9119204.000000 Penalty: 5655.549805
	Iteration 34Q: 3 clusters Score -9119204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9119217.000000 Penalty: 5655.549805
	Iteration 35Q: 3 clusters Score -9119217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9119218.000000 Penalty: 5655.549805
	Iteration 36Q: 3 clusters Score -9119218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9119220.000000 Penalty: 5655.549805
	Iteration 37Q: 3 clusters Score -9119220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9119227.000000 Penalty: 5655.549805
	Iteration 38Q: 3 clusters Score -9119227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9119232.000000 Penalty: 5655.549805
	Iteration 39Q: 3 clusters Score -9119232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9119226.000000 Penalty: 5655.549805
	Iteration 40F: 3 clusters Score -9119226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9119233.000000 Penalty: 5655.549805
	Iteration 41Q: 3 clusters Score -9119233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9119238.000000 Penalty: 5655.549805
	Iteration 42Q: 3 clusters Score -9119238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9119248.000000 Penalty: 5655.549805
	Iteration 43Q: 3 clusters Score -9119248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9119254.000000 Penalty: 5655.549805
	Iteration 44Q: 3 clusters Score -9119254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9119255.000000 Penalty: 5655.549805
	Iteration 45Q: 3 clusters Score -9119255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9119262.000000 Penalty: 5655.549805
	Iteration 46Q: 3 clusters Score -9119262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9119264.000000 Penalty: 5655.549805
	Iteration 47Q: 3 clusters Score -9119264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9119257.000000 Penalty: 5655.549805
	Iteration 48Q: 3 clusters Score -9119257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9119255.000000 Penalty: 5655.549805
	Iteration 49Q: 3 clusters Score -9119255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9119257.000000 Penalty: 5655.549805
	Iteration 50Q: 3 clusters Score -9119257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9119257.000000 Penalty: 5655.549805
	Iteration 51Q: 3 clusters Score -9119257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9119257.000000 Penalty: 5655.549805
	Iteration 52F: 3 clusters Score -9119257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Entering Unmasked Estep 
Score: -656591.312500 Penalty: 2223.719727
	Iteration 0F: 2 clusters Score -656591.3 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 3874 members 
Entering Unmasked Estep 
Score: -650351.875000 Penalty: 4447.439453
	Iteration 0F: 3 clusters Score -650351.9 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -652381.500000 Penalty: 4447.439453
	Iteration 1F: 3 clusters Score -652381.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -652979.562500 Penalty: 4447.439453
	Iteration 2F: 3 clusters Score -652979.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -653420.750000 Penalty: 4447.439453
	Iteration 3F: 3 clusters Score -653420.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -653757.937500 Penalty: 4447.439453
	Iteration 4F: 3 clusters Score -653757.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -654059.187500 Penalty: 4447.439453
	Iteration 5F: 3 clusters Score -654059.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -654307.687500 Penalty: 4447.439453
	Iteration 6Q: 3 clusters Score -654307.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -654504.437500 Penalty: 4447.439453
	Iteration 7Q: 3 clusters Score -654504.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -654634.500000 Penalty: 4447.439453
	Iteration 8Q: 3 clusters Score -654634.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -654721.125000 Penalty: 4447.439453
	Iteration 9Q: 3 clusters Score -654721.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -654794.312500 Penalty: 4447.439453
	Iteration 10Q: 3 clusters Score -654794.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -654854.125000 Penalty: 4447.439453
	Iteration 11Q: 3 clusters Score -654854.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -654897.937500 Penalty: 4447.439453
	Iteration 12Q: 3 clusters Score -654897.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -654934.250000 Penalty: 4447.439453
	Iteration 13Q: 3 clusters Score -654934.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -654982.812500 Penalty: 4447.439453
	Iteration 14Q: 3 clusters Score -654982.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -655033.937500 Penalty: 4447.439453
	Iteration 15Q: 3 clusters Score -655033.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -655081.250000 Penalty: 4447.439453
	Iteration 16Q: 3 clusters Score -655081.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -655120.312500 Penalty: 4447.439453
	Iteration 17Q: 3 clusters Score -655120.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -655161.687500 Penalty: 4447.439453
	Iteration 18Q: 3 clusters Score -655161.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -655194.875000 Penalty: 4447.439453
	Iteration 19Q: 3 clusters Score -655194.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -655223.562500 Penalty: 4447.439453
	Iteration 20F: 3 clusters Score -655223.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -655249.875000 Penalty: 4447.439453
	Iteration 21Q: 3 clusters Score -655249.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -655272.250000 Penalty: 4447.439453
	Iteration 22Q: 3 clusters Score -655272.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -655297.750000 Penalty: 4447.439453
	Iteration 23Q: 3 clusters Score -655297.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -655330.687500 Penalty: 4447.439453
	Iteration 24Q: 3 clusters Score -655330.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -655363.625000 Penalty: 4447.439453
	Iteration 25Q: 3 clusters Score -655363.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -655392.750000 Penalty: 4447.439453
	Iteration 26Q: 3 clusters Score -655392.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -655414.812500 Penalty: 4447.439453
	Iteration 27Q: 3 clusters Score -655414.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -655438.500000 Penalty: 4447.439453
	Iteration 28Q: 3 clusters Score -655438.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -655459.812500 Penalty: 4447.439453
	Iteration 29Q: 3 clusters Score -655459.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -655474.500000 Penalty: 4447.439453
	Iteration 30Q: 3 clusters Score -655474.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -655490.437500 Penalty: 4447.439453
	Iteration 31Q: 3 clusters Score -655490.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -655500.437500 Penalty: 4447.439453
	Iteration 32Q: 3 clusters Score -655500.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -655508.000000 Penalty: 4447.439453
	Iteration 33Q: 3 clusters Score -655508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -655519.875000 Penalty: 4447.439453
	Iteration 34Q: 3 clusters Score -655519.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -655534.000000 Penalty: 4447.439453
	Iteration 35Q: 3 clusters Score -655534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -655553.375000 Penalty: 4447.439453
	Iteration 36Q: 3 clusters Score -655553.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -655572.437500 Penalty: 4447.439453
	Iteration 37Q: 3 clusters Score -655572.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -655598.937500 Penalty: 4447.439453
	Iteration 38Q: 3 clusters Score -655598.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -655624.250000 Penalty: 4447.439453
	Iteration 39Q: 3 clusters Score -655624.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -655642.250000 Penalty: 4447.439453
	Iteration 40F: 3 clusters Score -655642.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -655660.000000 Penalty: 4447.439453
	Iteration 41Q: 3 clusters Score -655660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -655672.937500 Penalty: 4447.439453
	Iteration 42Q: 3 clusters Score -655672.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -655680.500000 Penalty: 4447.439453
	Iteration 43Q: 3 clusters Score -655680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -655685.750000 Penalty: 4447.439453
	Iteration 44Q: 3 clusters Score -655685.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -655691.625000 Penalty: 4447.439453
	Iteration 45Q: 3 clusters Score -655691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -655694.500000 Penalty: 4447.439453
	Iteration 46Q: 3 clusters Score -655694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -655698.625000 Penalty: 4447.439453
	Iteration 47Q: 3 clusters Score -655698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -655703.187500 Penalty: 4447.439453
	Iteration 48Q: 3 clusters Score -655703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -655703.687500 Penalty: 4447.439453
	Iteration 49Q: 3 clusters Score -655703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -655707.625000 Penalty: 4447.439453
	Iteration 50Q: 3 clusters Score -655707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -655709.875000 Penalty: 4447.439453
	Iteration 51Q: 3 clusters Score -655709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -655712.937500 Penalty: 4447.439453
	Iteration 52Q: 3 clusters Score -655712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -655719.375000 Penalty: 4447.439453
	Iteration 53Q: 3 clusters Score -655719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -655722.750000 Penalty: 4447.439453
	Iteration 54Q: 3 clusters Score -655722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -655727.812500 Penalty: 4447.439453
	Iteration 55Q: 3 clusters Score -655727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -655731.812500 Penalty: 4447.439453
	Iteration 56Q: 3 clusters Score -655731.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -655730.937500 Penalty: 4447.439453
	Iteration 57Q: 3 clusters Score -655730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -655732.750000 Penalty: 4447.439453
	Iteration 58Q: 3 clusters Score -655732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -655734.062500 Penalty: 4447.439453
	Iteration 59Q: 3 clusters Score -655734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -655735.250000 Penalty: 4447.439453
	Iteration 60F: 3 clusters Score -655735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -655737.687500 Penalty: 4447.439453
	Iteration 61Q: 3 clusters Score -655737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -655739.500000 Penalty: 4447.439453
	Iteration 62Q: 3 clusters Score -655739.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -655741.125000 Penalty: 4447.439453
	Iteration 63Q: 3 clusters Score -655741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -655742.562500 Penalty: 4447.439453
	Iteration 64Q: 3 clusters Score -655742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -655744.125000 Penalty: 4447.439453
	Iteration 65Q: 3 clusters Score -655744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -655747.062500 Penalty: 4447.439453
	Iteration 66Q: 3 clusters Score -655747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -655747.312500 Penalty: 4447.439453
	Iteration 67Q: 3 clusters Score -655747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -655747.500000 Penalty: 4447.439453
	Iteration 68Q: 3 clusters Score -655747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -655747.312500 Penalty: 4447.439453
	Iteration 69Q: 3 clusters Score -655747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -655747.312500 Penalty: 4447.439453
	Iteration 70F: 3 clusters Score -655747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Entering Unmasked Estep 
Score: -4456148.500000 Penalty: 2648.191650
	Iteration 0F: 2 clusters Score -4456148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4426640.000000 Penalty: 5296.383301
	Iteration 0F: 3 clusters Score -4426640 nChanged 20041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4437754.500000 Penalty: 5296.383301
	Iteration 1F: 3 clusters Score -4437754 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4438512.000000 Penalty: 5296.383301
	Iteration 2Q: 3 clusters Score -4438512 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -4439476.000000 Penalty: 5296.383301
	Iteration 3F: 3 clusters Score -4439476 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4440889.500000 Penalty: 5296.383301
	Iteration 4F: 3 clusters Score -4440890 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4442955.500000 Penalty: 5296.383301
	Iteration 5F: 3 clusters Score -4442956 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4445376.000000 Penalty: 5296.383301
	Iteration 6F: 3 clusters Score -4445376 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4447710.500000 Penalty: 5296.383301
	Iteration 7F: 3 clusters Score -4447710 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4449752.000000 Penalty: 5296.383301
	Iteration 8F: 3 clusters Score -4449752 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4451277.000000 Penalty: 5296.383301
	Iteration 9Q: 3 clusters Score -4451277 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4452347.000000 Penalty: 5296.383301
	Iteration 10Q: 3 clusters Score -4452347 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4452951.500000 Penalty: 5296.383301
	Iteration 11Q: 3 clusters Score -4452952 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4453314.500000 Penalty: 5296.383301
	Iteration 12Q: 3 clusters Score -4453314 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4453518.000000 Penalty: 5296.383301
	Iteration 13Q: 3 clusters Score -4453518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4453631.000000 Penalty: 5296.383301
	Iteration 14Q: 3 clusters Score -4453631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4453683.500000 Penalty: 5296.383301
	Iteration 15Q: 3 clusters Score -4453684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4453729.000000 Penalty: 5296.383301
	Iteration 16Q: 3 clusters Score -4453729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4453767.000000 Penalty: 5296.383301
	Iteration 17Q: 3 clusters Score -4453767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4453787.000000 Penalty: 5296.383301
	Iteration 18Q: 3 clusters Score -4453787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4453802.000000 Penalty: 5296.383301
	Iteration 19Q: 3 clusters Score -4453802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4453806.000000 Penalty: 5296.383301
	Iteration 20F: 3 clusters Score -4453806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4453815.500000 Penalty: 5296.383301
	Iteration 21Q: 3 clusters Score -4453816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4453821.000000 Penalty: 5296.383301
	Iteration 22Q: 3 clusters Score -4453821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4453821.000000 Penalty: 5296.383301
	Iteration 23Q: 3 clusters Score -4453821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4453828.500000 Penalty: 5296.383301
	Iteration 24Q: 3 clusters Score -4453828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4453826.000000 Penalty: 5296.383301
	Iteration 25Q: 3 clusters Score -4453826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4453825.500000 Penalty: 5296.383301
	Iteration 26Q: 3 clusters Score -4453826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4453827.000000 Penalty: 5296.383301
	Iteration 27Q: 3 clusters Score -4453827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4453832.000000 Penalty: 5296.383301
	Iteration 28Q: 3 clusters Score -4453832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4453832.000000 Penalty: 5296.383301
	Iteration 29F: 3 clusters Score -4453832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Entering Unmasked Estep 
Score: -490833.250000 Penalty: 2123.796387
	Iteration 0F: 2 clusters Score -490833.2 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 2573 members 
Entering Unmasked Estep 
Score: -486161.375000 Penalty: 4247.592773
	Iteration 0F: 3 clusters Score -486161.4 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -487371.312500 Penalty: 4247.592773
	Iteration 1F: 3 clusters Score -487371.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -487695.687500 Penalty: 4247.592773
	Iteration 2F: 3 clusters Score -487695.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -487986.843750 Penalty: 4247.592773
	Iteration 3F: 3 clusters Score -487986.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -488362.875000 Penalty: 4247.592773
	Iteration 4F: 3 clusters Score -488362.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -488922.625000 Penalty: 4247.592773
	Iteration 5F: 3 clusters Score -488922.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -489770.531250 Penalty: 4247.592773
	Iteration 6F: 3 clusters Score -489770.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -490680.281250 Penalty: 4247.592773
	Iteration 7F: 3 clusters Score -490680.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -491559.156250 Penalty: 4247.592773
	Iteration 8F: 3 clusters Score -491559.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -492416.437500 Penalty: 4247.592773
	Iteration 9F: 3 clusters Score -492416.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -492945.250000 Penalty: 4247.592773
	Iteration 10Q: 3 clusters Score -492945.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -493200.125000 Penalty: 4247.592773
	Iteration 11Q: 3 clusters Score -493200.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -493313.281250 Penalty: 4247.592773
	Iteration 12Q: 3 clusters Score -493313.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -493364.125000 Penalty: 4247.592773
	Iteration 13Q: 3 clusters Score -493364.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -493413.468750 Penalty: 4247.592773
	Iteration 14Q: 3 clusters Score -493413.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -493486.375000 Penalty: 4247.592773
	Iteration 15Q: 3 clusters Score -493486.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -493628.156250 Penalty: 4247.592773
	Iteration 16Q: 3 clusters Score -493628.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -493889.437500 Penalty: 4247.592773
	Iteration 17Q: 3 clusters Score -493889.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -494138.968750 Penalty: 4247.592773
	Iteration 18Q: 3 clusters Score -494139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -494303.562500 Penalty: 4247.592773
	Iteration 19Q: 3 clusters Score -494303.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -494517.281250 Penalty: 4247.592773
	Iteration 20F: 3 clusters Score -494517.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -494713.750000 Penalty: 4247.592773
	Iteration 21Q: 3 clusters Score -494713.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -494784.281250 Penalty: 4247.592773
	Iteration 22Q: 3 clusters Score -494784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -494794.218750 Penalty: 4247.592773
	Iteration 23Q: 3 clusters Score -494794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -494800.968750 Penalty: 4247.592773
	Iteration 24Q: 3 clusters Score -494801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -494808.875000 Penalty: 4247.592773
	Iteration 25Q: 3 clusters Score -494808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -494813.406250 Penalty: 4247.592773
	Iteration 26Q: 3 clusters Score -494813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -494817.781250 Penalty: 4247.592773
	Iteration 27Q: 3 clusters Score -494817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -494823.750000 Penalty: 4247.592773
	Iteration 28Q: 3 clusters Score -494823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -494829.437500 Penalty: 4247.592773
	Iteration 29Q: 3 clusters Score -494829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -494834.093750 Penalty: 4247.592773
	Iteration 30Q: 3 clusters Score -494834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -494834.937500 Penalty: 4247.592773
	Iteration 31Q: 3 clusters Score -494834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -494834.937500 Penalty: 4247.592773
	Iteration 32F: 3 clusters Score -494834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 11072 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23202 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 2536 members 
Entering Unmasked Estep 
Score: -96205224.000000 Penalty: 191812.093750
Splitting cluster 11 changes total score from -96202504.000000 to -96205224.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 12 (210418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210418 members 
Entering Unmasked Estep 
Score: -21663186.000000 Penalty: 3039.699219
	Iteration 0F: 2 clusters Score -2.166319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -21521792.000000 Penalty: 6079.398438
	Iteration 0F: 3 clusters Score -2.152179e+07 nChanged 101234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -21582622.000000 Penalty: 6079.398438
	Iteration 1F: 3 clusters Score -2.158262e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 111815 members 
Entering Unmasked Estep 
Score: -21586436.000000 Penalty: 6079.398438
	Iteration 2Q: 3 clusters Score -2.158644e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -21592276.000000 Penalty: 6079.398438
	Iteration 3F: 3 clusters Score -2.159228e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 121310 members 
Entering Unmasked Estep 
Score: -21599528.000000 Penalty: 6079.398438
	Iteration 4F: 3 clusters Score -2.159953e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 126624 members 
Entering Unmasked Estep 
Score: -21607612.000000 Penalty: 6079.398438
	Iteration 5F: 3 clusters Score -2.160761e+07 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -21614184.000000 Penalty: 6079.398438
	Iteration 6F: 3 clusters Score -2.161418e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 136006 members 
Entering Unmasked Estep 
Score: -21618338.000000 Penalty: 6079.398438
	Iteration 7F: 3 clusters Score -2.161834e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -21620714.000000 Penalty: 6079.398438
	Iteration 8Q: 3 clusters Score -2.162071e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 143587 members 
Entering Unmasked Estep 
Score: -21622180.000000 Penalty: 6079.398438
	Iteration 9Q: 3 clusters Score -2.162218e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 147519 members 
Entering Unmasked Estep 
Score: -21623478.000000 Penalty: 6079.398438
	Iteration 10Q: 3 clusters Score -2.162348e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -21624646.000000 Penalty: 6079.398438
	Iteration 11Q: 3 clusters Score -2.162465e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -21626132.000000 Penalty: 6079.398438
	Iteration 12Q: 3 clusters Score -2.162613e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -21627766.000000 Penalty: 6079.398438
	Iteration 13Q: 3 clusters Score -2.162777e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -21630102.000000 Penalty: 6079.398438
	Iteration 14Q: 3 clusters Score -2.16301e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
Score: -21633330.000000 Penalty: 6079.398438
	Iteration 15Q: 3 clusters Score -2.163333e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 181533 members 
Entering Unmasked Estep 
Score: -21637362.000000 Penalty: 6079.398438
	Iteration 16Q: 3 clusters Score -2.163736e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -21642286.000000 Penalty: 6079.398438
	Iteration 17Q: 3 clusters Score -2.164229e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -21648258.000000 Penalty: 6079.398438
	Iteration 18Q: 3 clusters Score -2.164826e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 202376 members 
Entering Unmasked Estep 
Score: -21653486.000000 Penalty: 6079.398438
	Iteration 19Q: 3 clusters Score -2.165349e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 206429 members 
Entering Unmasked Estep 
Score: -21657016.000000 Penalty: 6079.398438
	Iteration 20F: 3 clusters Score -2.165702e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 208543 members 
Entering Unmasked Estep 
Score: -21658892.000000 Penalty: 6079.398438
	Iteration 21Q: 3 clusters Score -2.165889e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 209438 members 
Entering Unmasked Estep 
Score: -21659694.000000 Penalty: 6079.398438
	Iteration 22Q: 3 clusters Score -2.165969e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 209789 members 
Entering Unmasked Estep 
Score: -21660088.000000 Penalty: 6079.398438
	Iteration 23Q: 3 clusters Score -2.166009e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 209927 members 
Entering Unmasked Estep 
Score: -21660216.000000 Penalty: 6079.398438
	Iteration 24Q: 3 clusters Score -2.166022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 209982 members 
Entering Unmasked Estep 
Score: -21660324.000000 Penalty: 6079.398438
	Iteration 25Q: 3 clusters Score -2.166032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210017 members 
Entering Unmasked Estep 
Score: -21660378.000000 Penalty: 6079.398438
	Iteration 26Q: 3 clusters Score -2.166038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 210040 members 
Entering Unmasked Estep 
Score: -21660414.000000 Penalty: 6079.398438
	Iteration 27Q: 3 clusters Score -2.166041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 210052 members 
Entering Unmasked Estep 
Score: -21660446.000000 Penalty: 6079.398438
	Iteration 28Q: 3 clusters Score -2.166045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 210059 members 
Entering Unmasked Estep 
Score: -21660460.000000 Penalty: 6079.398438
	Iteration 29Q: 3 clusters Score -2.166046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 210068 members 
Entering Unmasked Estep 
Score: -21660462.000000 Penalty: 6079.398438
	Iteration 30Q: 3 clusters Score -2.166046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -21660472.000000 Penalty: 6079.398438
	Iteration 31Q: 3 clusters Score -2.166047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -21660470.000000 Penalty: 6079.398438
	Iteration 32Q: 3 clusters Score -2.166047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 210069 members 
Entering Unmasked Estep 
Score: -21660482.000000 Penalty: 6079.398438
	Iteration 33Q: 3 clusters Score -2.166048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 210069 members 
Entering Unmasked Estep 
Score: -21660478.000000 Penalty: 6079.398438
	Iteration 34Q: 3 clusters Score -2.166048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -21660486.000000 Penalty: 6079.398438
	Iteration 35Q: 3 clusters Score -2.166049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 210072 members 
Entering Unmasked Estep 
Score: -21660482.000000 Penalty: 6079.398438
	Iteration 36Q: 3 clusters Score -2.166048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -21660482.000000 Penalty: 6079.398438
	Iteration 37Q: 3 clusters Score -2.166048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 210072 members 
Entering Unmasked Estep 
Score: -21660486.000000 Penalty: 6079.398438
	Iteration 38Q: 3 clusters Score -2.166049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 210073 members 
Entering Unmasked Estep 
Score: -21660484.000000 Penalty: 6079.398438
	Iteration 39Q: 3 clusters Score -2.166048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210074 members 
Entering Unmasked Estep 
Score: -21660482.000000 Penalty: 6079.398438
	Iteration 40F: 3 clusters Score -2.166048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210075 members 
Entering Unmasked Estep 
Score: -21660488.000000 Penalty: 6079.398438
	Iteration 41Q: 3 clusters Score -2.166049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210074 members 
Entering Unmasked Estep 
Score: -21660490.000000 Penalty: 6079.398438
	Iteration 42Q: 3 clusters Score -2.166049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210074 members 
Entering Unmasked Estep 
Score: -21660490.000000 Penalty: 6079.398438
	Iteration 43F: 3 clusters Score -2.166049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Entering Unmasked Estep 
Score: -2422391.000000 Penalty: 2501.899902
	Iteration 0F: 2 clusters Score -2422391 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 11950 members 
Entering Unmasked Estep 
Score: -2405746.500000 Penalty: 5003.799805
	Iteration 0F: 3 clusters Score -2405746 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2411702.000000 Penalty: 5003.799805
	Iteration 1F: 3 clusters Score -2411702 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2412373.250000 Penalty: 5003.799805
	Iteration 2F: 3 clusters Score -2412373 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2413134.000000 Penalty: 5003.799805
	Iteration 3F: 3 clusters Score -2413134 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2413973.000000 Penalty: 5003.799805
	Iteration 4F: 3 clusters Score -2413973 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2414856.750000 Penalty: 5003.799805
	Iteration 5F: 3 clusters Score -2414857 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2415809.000000 Penalty: 5003.799805
	Iteration 6F: 3 clusters Score -2415809 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2416742.500000 Penalty: 5003.799805
	Iteration 7F: 3 clusters Score -2416742 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2417491.250000 Penalty: 5003.799805
	Iteration 8F: 3 clusters Score -2417491 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2418069.250000 Penalty: 5003.799805
	Iteration 9Q: 3 clusters Score -2418069 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2418509.250000 Penalty: 5003.799805
	Iteration 10Q: 3 clusters Score -2418509 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2418804.500000 Penalty: 5003.799805
	Iteration 11Q: 3 clusters Score -2418804 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2419082.250000 Penalty: 5003.799805
	Iteration 12Q: 3 clusters Score -2419082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2419306.500000 Penalty: 5003.799805
	Iteration 13Q: 3 clusters Score -2419306 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2419508.000000 Penalty: 5003.799805
	Iteration 14Q: 3 clusters Score -2419508 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2419684.500000 Penalty: 5003.799805
	Iteration 15Q: 3 clusters Score -2419684 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2419843.750000 Penalty: 5003.799805
	Iteration 16Q: 3 clusters Score -2419844 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2419958.750000 Penalty: 5003.799805
	Iteration 17Q: 3 clusters Score -2419959 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2420052.250000 Penalty: 5003.799805
	Iteration 18Q: 3 clusters Score -2420052 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2420135.750000 Penalty: 5003.799805
	Iteration 19Q: 3 clusters Score -2420136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2420205.250000 Penalty: 5003.799805
	Iteration 20F: 3 clusters Score -2420205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2420265.750000 Penalty: 5003.799805
	Iteration 21Q: 3 clusters Score -2420266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2420295.750000 Penalty: 5003.799805
	Iteration 22Q: 3 clusters Score -2420296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2420316.500000 Penalty: 5003.799805
	Iteration 23Q: 3 clusters Score -2420316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2420337.500000 Penalty: 5003.799805
	Iteration 24Q: 3 clusters Score -2420338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2420359.250000 Penalty: 5003.799805
	Iteration 25Q: 3 clusters Score -2420359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2420387.250000 Penalty: 5003.799805
	Iteration 26Q: 3 clusters Score -2420387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2420405.000000 Penalty: 5003.799805
	Iteration 27Q: 3 clusters Score -2420405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2420417.500000 Penalty: 5003.799805
	Iteration 28Q: 3 clusters Score -2420418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2420447.000000 Penalty: 5003.799805
	Iteration 29Q: 3 clusters Score -2420447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2420464.500000 Penalty: 5003.799805
	Iteration 30Q: 3 clusters Score -2420464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2420496.750000 Penalty: 5003.799805
	Iteration 31Q: 3 clusters Score -2420497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2420519.750000 Penalty: 5003.799805
	Iteration 32Q: 3 clusters Score -2420520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2420544.500000 Penalty: 5003.799805
	Iteration 33Q: 3 clusters Score -2420544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2420575.250000 Penalty: 5003.799805
	Iteration 34Q: 3 clusters Score -2420575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2420593.500000 Penalty: 5003.799805
	Iteration 35Q: 3 clusters Score -2420594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2420611.250000 Penalty: 5003.799805
	Iteration 36Q: 3 clusters Score -2420611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2420627.500000 Penalty: 5003.799805
	Iteration 37Q: 3 clusters Score -2420628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2420639.000000 Penalty: 5003.799805
	Iteration 38Q: 3 clusters Score -2420639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2420643.250000 Penalty: 5003.799805
	Iteration 39Q: 3 clusters Score -2420643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2420648.500000 Penalty: 5003.799805
	Iteration 40F: 3 clusters Score -2420648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2420651.000000 Penalty: 5003.799805
	Iteration 41Q: 3 clusters Score -2420651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2420647.000000 Penalty: 5003.799805
	Iteration 42Q: 3 clusters Score -2420647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2420655.250000 Penalty: 5003.799805
	Iteration 43Q: 3 clusters Score -2420655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2420661.000000 Penalty: 5003.799805
	Iteration 44Q: 3 clusters Score -2420661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2420661.500000 Penalty: 5003.799805
	Iteration 45Q: 3 clusters Score -2420662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2420662.000000 Penalty: 5003.799805
	Iteration 46Q: 3 clusters Score -2420662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2420666.500000 Penalty: 5003.799805
	Iteration 47Q: 3 clusters Score -2420666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2420664.750000 Penalty: 5003.799805
	Iteration 48Q: 3 clusters Score -2420665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2420666.000000 Penalty: 5003.799805
	Iteration 49Q: 3 clusters Score -2420666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2420667.250000 Penalty: 5003.799805
	Iteration 50Q: 3 clusters Score -2420667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2420671.750000 Penalty: 5003.799805
	Iteration 51Q: 3 clusters Score -2420672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2420674.000000 Penalty: 5003.799805
	Iteration 52Q: 3 clusters Score -2420674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2420674.000000 Penalty: 5003.799805
	Iteration 53F: 3 clusters Score -2420674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -279144.125000 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -279144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -275969.781250 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -275969.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -276723.375000 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -276723.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -276961.812500 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -276961.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -277159.000000 Penalty: 3966.173340
	Iteration 3F: 3 clusters Score -277159 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -277312.468750 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -277312.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -277417.000000 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -277417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -277494.281250 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -277494.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -277543.281250 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -277543.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -277576.437500 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -277576.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -277599.968750 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -277600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -277624.062500 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -277624.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -277644.156250 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -277644.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -277661.843750 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -277661.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -277675.656250 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -277675.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -277685.687500 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -277685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -277691.937500 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -277691.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -277696.375000 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -277696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277698.406250 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -277698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -277701.156250 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -277701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -277702.437500 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -277702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -277704.281250 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -277704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -277705.687500 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -277705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277706.156250 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -277706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -277706.625000 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -277706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -277708.562500 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -277708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277708.937500 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -277708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277708.937500 Penalty: 3966.173340
	Iteration 26F: 3 clusters Score -277708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -904106.312500 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -904106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -897263.937500 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -897263.9 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -899261.875000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -899261.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -899662.937500 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -899662.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -900019.437500 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -900019.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -900354.062500 Penalty: 4499.596680
	Iteration 4F: 3 clusters Score -900354.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -900695.125000 Penalty: 4499.596680
	Iteration 5F: 3 clusters Score -900695.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -900992.562500 Penalty: 4499.596680
	Iteration 6F: 3 clusters Score -900992.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -901269.312500 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -901269.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -901501.812500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -901501.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -901677.937500 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -901677.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -901826.125000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -901826.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -901938.375000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -901938.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -902023.812500 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -902023.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -902091.500000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -902091.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -902145.187500 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -902145.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -902182.437500 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -902182.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -902209.312500 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -902209.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -902229.000000 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -902229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -902244.375000 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -902244.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -902258.750000 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -902258.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -902272.062500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -902272.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -902279.750000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -902279.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -902291.937500 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -902291.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -902303.937500 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -902303.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -902313.687500 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -902313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -902320.500000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -902320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -902320.125000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -902320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -902321.125000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -902321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -902322.187500 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -902322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -902323.750000 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -902323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -902324.625000 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -902324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -902325.437500 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -902325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -902325.937500 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -902325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -902327.250000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -902327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -902331.375000 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -902331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -902334.625000 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -902334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -902335.062500 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -902335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -902337.312500 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -902337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -902339.937500 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -902339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -902344.062500 Penalty: 4499.596680
	Iteration 39Q: 3 clusters Score -902344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -902343.687500 Penalty: 4499.596680
	Iteration 40F: 3 clusters Score -902343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -902345.562500 Penalty: 4499.596680
	Iteration 41Q: 3 clusters Score -902345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -902345.562500 Penalty: 4499.596680
	Iteration 42F: 3 clusters Score -902345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -507376.187500 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -507376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -502764.687500 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -502764.7 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -503910.437500 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -503910.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -504146.093750 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -504146.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -504339.312500 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -504339.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504510.531250 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -504510.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -504666.062500 Penalty: 4236.484863
	Iteration 5Q: 3 clusters Score -504666.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -504845.062500 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -504845.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -505063.156250 Penalty: 4236.484863
	Iteration 7F: 3 clusters Score -505063.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -505288.031250 Penalty: 4236.484863
	Iteration 8F: 3 clusters Score -505288 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -505471.875000 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -505471.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -505593.125000 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -505593.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -505670.406250 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -505670.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -505727.718750 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -505727.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -505764.031250 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -505764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -505787.125000 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -505787.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -505802.781250 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -505802.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -505817.593750 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -505817.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -505830.375000 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -505830.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -505841.000000 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -505841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -505845.343750 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -505845.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -505849.500000 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -505849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -505853.468750 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -505853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -505853.156250 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -505853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -505854.218750 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -505854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -505854.906250 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -505854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -505854.437500 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -505854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -505854.437500 Penalty: 4236.484863
	Iteration 26F: 3 clusters Score -505854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Entering Unmasked Estep 
Score: -5770277.500000 Penalty: 2712.678223
	Iteration 0F: 2 clusters Score -5770278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5732467.000000 Penalty: 5425.356445
	Iteration 0F: 3 clusters Score -5732467 nChanged 26051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5746929.000000 Penalty: 5425.356445
	Iteration 1F: 3 clusters Score -5746929 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -5747449.000000 Penalty: 5425.356445
	Iteration 2Q: 3 clusters Score -5747449 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5748020.000000 Penalty: 5425.356445
	Iteration 3Q: 3 clusters Score -5748020 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -5748568.500000 Penalty: 5425.356445
	Iteration 4Q: 3 clusters Score -5748568 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5749324.500000 Penalty: 5425.356445
	Iteration 5Q: 3 clusters Score -5749324 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -5750281.500000 Penalty: 5425.356445
	Iteration 6Q: 3 clusters Score -5750282 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5751745.000000 Penalty: 5425.356445
	Iteration 7Q: 3 clusters Score -5751745 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5753846.500000 Penalty: 5425.356445
	Iteration 8F: 3 clusters Score -5753846 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5756629.500000 Penalty: 5425.356445
	Iteration 9F: 3 clusters Score -5756630 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -5759738.000000 Penalty: 5425.356445
	Iteration 10F: 3 clusters Score -5759738 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5762673.500000 Penalty: 5425.356445
	Iteration 11F: 3 clusters Score -5762674 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5765027.500000 Penalty: 5425.356445
	Iteration 12Q: 3 clusters Score -5765028 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5766508.000000 Penalty: 5425.356445
	Iteration 13Q: 3 clusters Score -5766508 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5767232.500000 Penalty: 5425.356445
	Iteration 14Q: 3 clusters Score -5767232 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5767613.000000 Penalty: 5425.356445
	Iteration 15Q: 3 clusters Score -5767613 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5767789.500000 Penalty: 5425.356445
	Iteration 16Q: 3 clusters Score -5767790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5767877.500000 Penalty: 5425.356445
	Iteration 17Q: 3 clusters Score -5767878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5767936.000000 Penalty: 5425.356445
	Iteration 18Q: 3 clusters Score -5767936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5767974.500000 Penalty: 5425.356445
	Iteration 19Q: 3 clusters Score -5767974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5767997.000000 Penalty: 5425.356445
	Iteration 20F: 3 clusters Score -5767997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5768026.000000 Penalty: 5425.356445
	Iteration 21Q: 3 clusters Score -5768026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5768037.500000 Penalty: 5425.356445
	Iteration 22Q: 3 clusters Score -5768038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5768045.500000 Penalty: 5425.356445
	Iteration 23Q: 3 clusters Score -5768046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5768046.500000 Penalty: 5425.356445
	Iteration 24Q: 3 clusters Score -5768046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5768054.500000 Penalty: 5425.356445
	Iteration 25Q: 3 clusters Score -5768054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5768057.000000 Penalty: 5425.356445
	Iteration 26Q: 3 clusters Score -5768057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5768057.000000 Penalty: 5425.356445
	Iteration 27F: 3 clusters Score -5768057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -886487.000000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -886487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -879710.812500 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -879710.8 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -881638.750000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -881638.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -881949.312500 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -881949.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -882191.187500 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -882191.2 nChanged 406
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: -882389.125000 Penalty: 4499.995605
	Iteration 4Q: 3 clusters Score -882389.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -882582.437500 Penalty: 4499.995605
	Iteration 5Q: 3 clusters Score -882582.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -882770.625000 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -882770.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -882971.062500 Penalty: 4499.995605
	Iteration 7Q: 3 clusters Score -882971.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -883142.875000 Penalty: 4499.995605
	Iteration 8Q: 3 clusters Score -883142.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -883314.500000 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -883314.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -883475.375000 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -883475.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -883616.812500 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -883616.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -883757.562500 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -883757.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -883891.437500 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -883891.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -884002.375000 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -884002.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -884091.125000 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -884091.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -884171.687500 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -884171.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -884248.625000 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -884248.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -884318.187500 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -884318.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -884381.875000 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -884381.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -884416.812500 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -884416.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -884440.437500 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -884440.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -884451.437500 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -884451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -884462.937500 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -884462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -884471.000000 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -884471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -884483.187500 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -884483.2 nChanged 16
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: -884492.625000 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -884492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -884496.375000 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -884496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -884499.937500 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -884499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -884503.312500 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -884503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -884504.375000 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -884504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -884504.937500 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -884504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -884507.500000 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -884507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -884511.562500 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -884511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -884511.187500 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -884511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -884511.875000 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -884511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -884512.500000 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -884512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -884513.750000 Penalty: 4499.995605
	Iteration 37Q: 3 clusters Score -884513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -884516.437500 Penalty: 4499.995605
	Iteration 38Q: 3 clusters Score -884516.4 nChanged 6
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: -884520.125000 Penalty: 4499.995605
	Iteration 39Q: 3 clusters Score -884520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -884525.625000 Penalty: 4499.995605
	Iteration 40F: 3 clusters Score -884525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -884526.750000 Penalty: 4499.995605
	Iteration 41Q: 3 clusters Score -884526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -884528.687500 Penalty: 4499.995605
	Iteration 42Q: 3 clusters Score -884528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -884529.062500 Penalty: 4499.995605
	Iteration 43Q: 3 clusters Score -884529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -884529.875000 Penalty: 4499.995605
	Iteration 44Q: 3 clusters Score -884529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -884529.875000 Penalty: 4499.995605
	Iteration 45F: 3 clusters Score -884529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Entering Unmasked Estep 
Score: -1101640.875000 Penalty: 2309.419434
	Iteration 0F: 2 clusters Score -1101641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1093305.375000 Penalty: 4618.838867
	Iteration 0F: 3 clusters Score -1093305 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1096086.125000 Penalty: 4618.838867
	Iteration 1F: 3 clusters Score -1096086 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1096814.875000 Penalty: 4618.838867
	Iteration 2F: 3 clusters Score -1096815 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1097468.250000 Penalty: 4618.838867
	Iteration 3F: 3 clusters Score -1097468 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1098020.250000 Penalty: 4618.838867
	Iteration 4F: 3 clusters Score -1098020 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1098603.125000 Penalty: 4618.838867
	Iteration 5F: 3 clusters Score -1098603 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1099163.625000 Penalty: 4618.838867
	Iteration 6F: 3 clusters Score -1099164 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1099709.875000 Penalty: 4618.838867
	Iteration 7F: 3 clusters Score -1099710 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1100358.875000 Penalty: 4618.838867
	Iteration 8F: 3 clusters Score -1100359 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1101152.000000 Penalty: 4618.838867
	Iteration 9F: 3 clusters Score -1101152 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1101964.375000 Penalty: 4618.838867
	Iteration 10F: 3 clusters Score -1101964 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1102675.750000 Penalty: 4618.838867
	Iteration 11Q: 3 clusters Score -1102676 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1103237.000000 Penalty: 4618.838867
	Iteration 12Q: 3 clusters Score -1103237 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1103471.250000 Penalty: 4618.838867
	Iteration 13Q: 3 clusters Score -1103471 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1103534.125000 Penalty: 4618.838867
	Iteration 14Q: 3 clusters Score -1103534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1103548.250000 Penalty: 4618.838867
	Iteration 15Q: 3 clusters Score -1103548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1103554.625000 Penalty: 4618.838867
	Iteration 16Q: 3 clusters Score -1103555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1103556.250000 Penalty: 4618.838867
	Iteration 17Q: 3 clusters Score -1103556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1103555.375000 Penalty: 4618.838867
	Iteration 18Q: 3 clusters Score -1103555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1103555.625000 Penalty: 4618.838867
	Iteration 19Q: 3 clusters Score -1103556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1103555.625000 Penalty: 4618.838867
	Iteration 20F: 3 clusters Score -1103556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 23202 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 2536 members 
Mstep: Class 57 contains 7305 members 
Entering Unmasked Estep 
Score: -96205808.000000 Penalty: 195237.312500
Splitting cluster 19 changes total score from -96202504.000000 to -96205808.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 20 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -894919.125000 Penalty: 2265.926758
	Iteration 0F: 2 clusters Score -894919.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -887792.937500 Penalty: 4531.853516
	Iteration 0F: 3 clusters Score -887792.9 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -889871.250000 Penalty: 4531.853516
	Iteration 1F: 3 clusters Score -889871.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -890157.000000 Penalty: 4531.853516
	Iteration 2F: 3 clusters Score -890157 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -890360.125000 Penalty: 4531.853516
	Iteration 3Q: 3 clusters Score -890360.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -890534.625000 Penalty: 4531.853516
	Iteration 4Q: 3 clusters Score -890534.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -890684.250000 Penalty: 4531.853516
	Iteration 5Q: 3 clusters Score -890684.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -890813.187500 Penalty: 4531.853516
	Iteration 6Q: 3 clusters Score -890813.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -890913.812500 Penalty: 4531.853516
	Iteration 7Q: 3 clusters Score -890913.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -891012.937500 Penalty: 4531.853516
	Iteration 8Q: 3 clusters Score -891012.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -891121.375000 Penalty: 4531.853516
	Iteration 9Q: 3 clusters Score -891121.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -891272.500000 Penalty: 4531.853516
	Iteration 10Q: 3 clusters Score -891272.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -891458.750000 Penalty: 4531.853516
	Iteration 11Q: 3 clusters Score -891458.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -891711.312500 Penalty: 4531.853516
	Iteration 12Q: 3 clusters Score -891711.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -891994.562500 Penalty: 4531.853516
	Iteration 13Q: 3 clusters Score -891994.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -892272.812500 Penalty: 4531.853516
	Iteration 14Q: 3 clusters Score -892272.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -892558.375000 Penalty: 4531.853516
	Iteration 15Q: 3 clusters Score -892558.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -892747.250000 Penalty: 4531.853516
	Iteration 16Q: 3 clusters Score -892747.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -892863.250000 Penalty: 4531.853516
	Iteration 17Q: 3 clusters Score -892863.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -892927.750000 Penalty: 4531.853516
	Iteration 18Q: 3 clusters Score -892927.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -892967.312500 Penalty: 4531.853516
	Iteration 19Q: 3 clusters Score -892967.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -892995.750000 Penalty: 4531.853516
	Iteration 20F: 3 clusters Score -892995.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -893009.437500 Penalty: 4531.853516
	Iteration 21Q: 3 clusters Score -893009.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -893026.687500 Penalty: 4531.853516
	Iteration 22Q: 3 clusters Score -893026.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -893043.812500 Penalty: 4531.853516
	Iteration 23Q: 3 clusters Score -893043.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -893056.250000 Penalty: 4531.853516
	Iteration 24Q: 3 clusters Score -893056.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -893067.062500 Penalty: 4531.853516
	Iteration 25Q: 3 clusters Score -893067.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -893079.062500 Penalty: 4531.853516
	Iteration 26Q: 3 clusters Score -893079.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -893085.562500 Penalty: 4531.853516
	Iteration 27Q: 3 clusters Score -893085.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -893090.562500 Penalty: 4531.853516
	Iteration 28Q: 3 clusters Score -893090.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -893094.250000 Penalty: 4531.853516
	Iteration 29Q: 3 clusters Score -893094.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -893098.937500 Penalty: 4531.853516
	Iteration 30Q: 3 clusters Score -893098.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -893103.937500 Penalty: 4531.853516
	Iteration 31Q: 3 clusters Score -893103.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -893111.250000 Penalty: 4531.853516
	Iteration 32Q: 3 clusters Score -893111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -893115.312500 Penalty: 4531.853516
	Iteration 33Q: 3 clusters Score -893115.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -893116.625000 Penalty: 4531.853516
	Iteration 34Q: 3 clusters Score -893116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -893119.625000 Penalty: 4531.853516
	Iteration 35Q: 3 clusters Score -893119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -893123.812500 Penalty: 4531.853516
	Iteration 36Q: 3 clusters Score -893123.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -893124.937500 Penalty: 4531.853516
	Iteration 37Q: 3 clusters Score -893124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -893130.000000 Penalty: 4531.853516
	Iteration 38Q: 3 clusters Score -893130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -893133.312500 Penalty: 4531.853516
	Iteration 39Q: 3 clusters Score -893133.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -893140.062500 Penalty: 4531.853516
	Iteration 40F: 3 clusters Score -893140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -893143.750000 Penalty: 4531.853516
	Iteration 41Q: 3 clusters Score -893143.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -893144.812500 Penalty: 4531.853516
	Iteration 42Q: 3 clusters Score -893144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -893147.500000 Penalty: 4531.853516
	Iteration 43Q: 3 clusters Score -893147.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -893151.562500 Penalty: 4531.853516
	Iteration 44Q: 3 clusters Score -893151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -893154.875000 Penalty: 4531.853516
	Iteration 45Q: 3 clusters Score -893154.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -893158.687500 Penalty: 4531.853516
	Iteration 46Q: 3 clusters Score -893158.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -893163.562500 Penalty: 4531.853516
	Iteration 47Q: 3 clusters Score -893163.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -893167.062500 Penalty: 4531.853516
	Iteration 48Q: 3 clusters Score -893167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -893169.250000 Penalty: 4531.853516
	Iteration 49Q: 3 clusters Score -893169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -893170.250000 Penalty: 4531.853516
	Iteration 50Q: 3 clusters Score -893170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -893171.937500 Penalty: 4531.853516
	Iteration 51Q: 3 clusters Score -893171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -893173.437500 Penalty: 4531.853516
	Iteration 52Q: 3 clusters Score -893173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -893174.812500 Penalty: 4531.853516
	Iteration 53Q: 3 clusters Score -893174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -893171.937500 Penalty: 4531.853516
	Iteration 54Q: 3 clusters Score -893171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -893173.125000 Penalty: 4531.853516
	Iteration 55Q: 3 clusters Score -893173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -893173.125000 Penalty: 4531.853516
	Iteration 56F: 3 clusters Score -893173.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -183247.203125 Penalty: 1865.823364
	Iteration 0F: 2 clusters Score -183247.2 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 929 members 
Entering Unmasked Estep 
Score: -180742.468750 Penalty: 3731.646729
	Iteration 0F: 3 clusters Score -180742.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -181236.718750 Penalty: 3731.646729
	Iteration 1F: 3 clusters Score -181236.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -181452.718750 Penalty: 3731.646729
	Iteration 2F: 3 clusters Score -181452.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -181656.531250 Penalty: 3731.646729
	Iteration 3F: 3 clusters Score -181656.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -181860.015625 Penalty: 3731.646729
	Iteration 4F: 3 clusters Score -181860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -182096.578125 Penalty: 3731.646729
	Iteration 5F: 3 clusters Score -182096.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182270.203125 Penalty: 3731.646729
	Iteration 6F: 3 clusters Score -182270.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -182386.718750 Penalty: 3731.646729
	Iteration 7Q: 3 clusters Score -182386.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -182430.718750 Penalty: 3731.646729
	Iteration 8Q: 3 clusters Score -182430.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -182447.562500 Penalty: 3731.646729
	Iteration 9Q: 3 clusters Score -182447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -182456.750000 Penalty: 3731.646729
	Iteration 10Q: 3 clusters Score -182456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -182459.781250 Penalty: 3731.646729
	Iteration 11Q: 3 clusters Score -182459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -182461.578125 Penalty: 3731.646729
	Iteration 12Q: 3 clusters Score -182461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -182463.312500 Penalty: 3731.646729
	Iteration 13Q: 3 clusters Score -182463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -182464.515625 Penalty: 3731.646729
	Iteration 14Q: 3 clusters Score -182464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -182464.812500 Penalty: 3731.646729
	Iteration 15Q: 3 clusters Score -182464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -182465.781250 Penalty: 3731.646729
	Iteration 16Q: 3 clusters Score -182465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -182465.781250 Penalty: 3731.646729
	Iteration 17F: 3 clusters Score -182465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Entering Unmasked Estep 
Score: -822831.125000 Penalty: 2226.144531
	Iteration 0F: 2 clusters Score -822831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -816402.000000 Penalty: 4452.289062
	Iteration 0F: 3 clusters Score -816402 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -818210.812500 Penalty: 4452.289062
	Iteration 1F: 3 clusters Score -818210.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -818464.937500 Penalty: 4452.289062
	Iteration 2F: 3 clusters Score -818464.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -818659.937500 Penalty: 4452.289062
	Iteration 3F: 3 clusters Score -818659.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -818787.750000 Penalty: 4452.289062
	Iteration 4Q: 3 clusters Score -818787.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -818895.562500 Penalty: 4452.289062
	Iteration 5Q: 3 clusters Score -818895.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -818986.062500 Penalty: 4452.289062
	Iteration 6Q: 3 clusters Score -818986.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -819067.750000 Penalty: 4452.289062
	Iteration 7Q: 3 clusters Score -819067.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -819153.687500 Penalty: 4452.289062
	Iteration 8Q: 3 clusters Score -819153.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -819239.000000 Penalty: 4452.289062
	Iteration 9Q: 3 clusters Score -819239 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -819310.062500 Penalty: 4452.289062
	Iteration 10Q: 3 clusters Score -819310.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -819390.937500 Penalty: 4452.289062
	Iteration 11Q: 3 clusters Score -819390.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -819483.187500 Penalty: 4452.289062
	Iteration 12Q: 3 clusters Score -819483.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -819592.250000 Penalty: 4452.289062
	Iteration 13Q: 3 clusters Score -819592.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -819699.812500 Penalty: 4452.289062
	Iteration 14Q: 3 clusters Score -819699.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -819805.625000 Penalty: 4452.289062
	Iteration 15Q: 3 clusters Score -819805.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -819920.875000 Penalty: 4452.289062
	Iteration 16Q: 3 clusters Score -819920.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -820035.062500 Penalty: 4452.289062
	Iteration 17Q: 3 clusters Score -820035.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -820184.062500 Penalty: 4452.289062
	Iteration 18Q: 3 clusters Score -820184.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -820343.375000 Penalty: 4452.289062
	Iteration 19Q: 3 clusters Score -820343.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -820474.625000 Penalty: 4452.289062
	Iteration 20F: 3 clusters Score -820474.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -820579.437500 Penalty: 4452.289062
	Iteration 21Q: 3 clusters Score -820579.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -820670.500000 Penalty: 4452.289062
	Iteration 22Q: 3 clusters Score -820670.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -820745.062500 Penalty: 4452.289062
	Iteration 23Q: 3 clusters Score -820745.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -820798.125000 Penalty: 4452.289062
	Iteration 24Q: 3 clusters Score -820798.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -820842.000000 Penalty: 4452.289062
	Iteration 25Q: 3 clusters Score -820842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -820867.562500 Penalty: 4452.289062
	Iteration 26Q: 3 clusters Score -820867.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -820897.625000 Penalty: 4452.289062
	Iteration 27Q: 3 clusters Score -820897.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -820924.812500 Penalty: 4452.289062
	Iteration 28Q: 3 clusters Score -820924.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -820944.312500 Penalty: 4452.289062
	Iteration 29Q: 3 clusters Score -820944.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -820955.000000 Penalty: 4452.289062
	Iteration 30Q: 3 clusters Score -820955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -820968.437500 Penalty: 4452.289062
	Iteration 31Q: 3 clusters Score -820968.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -820980.375000 Penalty: 4452.289062
	Iteration 32Q: 3 clusters Score -820980.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -820989.687500 Penalty: 4452.289062
	Iteration 33Q: 3 clusters Score -820989.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -820997.312500 Penalty: 4452.289062
	Iteration 34Q: 3 clusters Score -820997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -821004.375000 Penalty: 4452.289062
	Iteration 35Q: 3 clusters Score -821004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -821014.437500 Penalty: 4452.289062
	Iteration 36Q: 3 clusters Score -821014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -821019.687500 Penalty: 4452.289062
	Iteration 37Q: 3 clusters Score -821019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -821023.937500 Penalty: 4452.289062
	Iteration 38Q: 3 clusters Score -821023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -821027.937500 Penalty: 4452.289062
	Iteration 39Q: 3 clusters Score -821027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -821033.250000 Penalty: 4452.289062
	Iteration 40F: 3 clusters Score -821033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -821040.750000 Penalty: 4452.289062
	Iteration 41Q: 3 clusters Score -821040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -821045.687500 Penalty: 4452.289062
	Iteration 42Q: 3 clusters Score -821045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -821049.062500 Penalty: 4452.289062
	Iteration 43Q: 3 clusters Score -821049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -821054.375000 Penalty: 4452.289062
	Iteration 44Q: 3 clusters Score -821054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -821055.750000 Penalty: 4452.289062
	Iteration 45Q: 3 clusters Score -821055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -821058.937500 Penalty: 4452.289062
	Iteration 46Q: 3 clusters Score -821058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -821058.250000 Penalty: 4452.289062
	Iteration 47Q: 3 clusters Score -821058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -821058.812500 Penalty: 4452.289062
	Iteration 48Q: 3 clusters Score -821058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -821058.812500 Penalty: 4452.289062
	Iteration 49F: 3 clusters Score -821058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -752835.125000 Penalty: 2225.139404
	Iteration 0F: 2 clusters Score -752835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -746489.437500 Penalty: 4450.278809
	Iteration 0F: 3 clusters Score -746489.4 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -748302.000000 Penalty: 4450.278809
	Iteration 1F: 3 clusters Score -748302 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -748734.125000 Penalty: 4450.278809
	Iteration 2F: 3 clusters Score -748734.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -749044.875000 Penalty: 4450.278809
	Iteration 3F: 3 clusters Score -749044.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -749280.250000 Penalty: 4450.278809
	Iteration 4F: 3 clusters Score -749280.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -749460.625000 Penalty: 4450.278809
	Iteration 5Q: 3 clusters Score -749460.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -749627.750000 Penalty: 4450.278809
	Iteration 6Q: 3 clusters Score -749627.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -749821.500000 Penalty: 4450.278809
	Iteration 7Q: 3 clusters Score -749821.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -750023.562500 Penalty: 4450.278809
	Iteration 8Q: 3 clusters Score -750023.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -750221.750000 Penalty: 4450.278809
	Iteration 9Q: 3 clusters Score -750221.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -750415.062500 Penalty: 4450.278809
	Iteration 10Q: 3 clusters Score -750415.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -750565.500000 Penalty: 4450.278809
	Iteration 11Q: 3 clusters Score -750565.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -750671.187500 Penalty: 4450.278809
	Iteration 12Q: 3 clusters Score -750671.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -750750.000000 Penalty: 4450.278809
	Iteration 13Q: 3 clusters Score -750750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -750810.000000 Penalty: 4450.278809
	Iteration 14Q: 3 clusters Score -750810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -750844.375000 Penalty: 4450.278809
	Iteration 15Q: 3 clusters Score -750844.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -750876.250000 Penalty: 4450.278809
	Iteration 16Q: 3 clusters Score -750876.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -750891.500000 Penalty: 4450.278809
	Iteration 17Q: 3 clusters Score -750891.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -750902.750000 Penalty: 4450.278809
	Iteration 18Q: 3 clusters Score -750902.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -750912.875000 Penalty: 4450.278809
	Iteration 19Q: 3 clusters Score -750912.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -750926.062500 Penalty: 4450.278809
	Iteration 20F: 3 clusters Score -750926.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -750936.750000 Penalty: 4450.278809
	Iteration 21Q: 3 clusters Score -750936.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -750942.000000 Penalty: 4450.278809
	Iteration 22Q: 3 clusters Score -750942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -750949.937500 Penalty: 4450.278809
	Iteration 23Q: 3 clusters Score -750949.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -750959.125000 Penalty: 4450.278809
	Iteration 24Q: 3 clusters Score -750959.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -750969.812500 Penalty: 4450.278809
	Iteration 25Q: 3 clusters Score -750969.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -750978.187500 Penalty: 4450.278809
	Iteration 26Q: 3 clusters Score -750978.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -750981.375000 Penalty: 4450.278809
	Iteration 27Q: 3 clusters Score -750981.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -750990.187500 Penalty: 4450.278809
	Iteration 28Q: 3 clusters Score -750990.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -750997.875000 Penalty: 4450.278809
	Iteration 29Q: 3 clusters Score -750997.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -751003.875000 Penalty: 4450.278809
	Iteration 30Q: 3 clusters Score -751003.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -751009.000000 Penalty: 4450.278809
	Iteration 31Q: 3 clusters Score -751009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -751013.937500 Penalty: 4450.278809
	Iteration 32Q: 3 clusters Score -751013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -751020.250000 Penalty: 4450.278809
	Iteration 33Q: 3 clusters Score -751020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -751021.625000 Penalty: 4450.278809
	Iteration 34Q: 3 clusters Score -751021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -751023.500000 Penalty: 4450.278809
	Iteration 35Q: 3 clusters Score -751023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -751024.375000 Penalty: 4450.278809
	Iteration 36Q: 3 clusters Score -751024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -751027.625000 Penalty: 4450.278809
	Iteration 37Q: 3 clusters Score -751027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -751029.250000 Penalty: 4450.278809
	Iteration 38Q: 3 clusters Score -751029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -751030.812500 Penalty: 4450.278809
	Iteration 39Q: 3 clusters Score -751030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -751033.625000 Penalty: 4450.278809
	Iteration 40F: 3 clusters Score -751033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -751034.937500 Penalty: 4450.278809
	Iteration 41Q: 3 clusters Score -751034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -751033.812500 Penalty: 4450.278809
	Iteration 42Q: 3 clusters Score -751033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -751032.812500 Penalty: 4450.278809
	Iteration 43Q: 3 clusters Score -751032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -751032.812500 Penalty: 4450.278809
	Iteration 44F: 3 clusters Score -751032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Entering Unmasked Estep 
Score: -1513556.500000 Penalty: 2385.479248
	Iteration 0F: 2 clusters Score -1513556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1502731.750000 Penalty: 4770.958496
	Iteration 0F: 3 clusters Score -1502732 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1506268.875000 Penalty: 4770.958496
	Iteration 1F: 3 clusters Score -1506269 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1506784.625000 Penalty: 4770.958496
	Iteration 2F: 3 clusters Score -1506785 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1507230.875000 Penalty: 4770.958496
	Iteration 3F: 3 clusters Score -1507231 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1507626.500000 Penalty: 4770.958496
	Iteration 4F: 3 clusters Score -1507626 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1508023.875000 Penalty: 4770.958496
	Iteration 5F: 3 clusters Score -1508024 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1508376.250000 Penalty: 4770.958496
	Iteration 6Q: 3 clusters Score -1508376 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1508641.125000 Penalty: 4770.958496
	Iteration 7Q: 3 clusters Score -1508641 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1508858.875000 Penalty: 4770.958496
	Iteration 8Q: 3 clusters Score -1508859 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1509014.000000 Penalty: 4770.958496
	Iteration 9Q: 3 clusters Score -1509014 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1509159.375000 Penalty: 4770.958496
	Iteration 10Q: 3 clusters Score -1509159 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1509263.750000 Penalty: 4770.958496
	Iteration 11Q: 3 clusters Score -1509264 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1509329.375000 Penalty: 4770.958496
	Iteration 12Q: 3 clusters Score -1509329 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1509394.500000 Penalty: 4770.958496
	Iteration 13Q: 3 clusters Score -1509394 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1509443.625000 Penalty: 4770.958496
	Iteration 14Q: 3 clusters Score -1509444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1509487.375000 Penalty: 4770.958496
	Iteration 15Q: 3 clusters Score -1509487 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1509533.875000 Penalty: 4770.958496
	Iteration 16Q: 3 clusters Score -1509534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1509564.250000 Penalty: 4770.958496
	Iteration 17Q: 3 clusters Score -1509564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1509592.875000 Penalty: 4770.958496
	Iteration 18Q: 3 clusters Score -1509593 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1509619.000000 Penalty: 4770.958496
	Iteration 19Q: 3 clusters Score -1509619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1509654.875000 Penalty: 4770.958496
	Iteration 20F: 3 clusters Score -1509655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1509673.750000 Penalty: 4770.958496
	Iteration 21Q: 3 clusters Score -1509674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1509702.750000 Penalty: 4770.958496
	Iteration 22Q: 3 clusters Score -1509703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1509715.375000 Penalty: 4770.958496
	Iteration 23Q: 3 clusters Score -1509715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1509737.625000 Penalty: 4770.958496
	Iteration 24Q: 3 clusters Score -1509738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1509759.500000 Penalty: 4770.958496
	Iteration 25Q: 3 clusters Score -1509760 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1509779.375000 Penalty: 4770.958496
	Iteration 26Q: 3 clusters Score -1509779 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1509806.625000 Penalty: 4770.958496
	Iteration 27Q: 3 clusters Score -1509807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1509845.250000 Penalty: 4770.958496
	Iteration 28Q: 3 clusters Score -1509845 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1509887.250000 Penalty: 4770.958496
	Iteration 29Q: 3 clusters Score -1509887 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1509938.250000 Penalty: 4770.958496
	Iteration 30Q: 3 clusters Score -1509938 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1509981.250000 Penalty: 4770.958496
	Iteration 31Q: 3 clusters Score -1509981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1510019.625000 Penalty: 4770.958496
	Iteration 32Q: 3 clusters Score -1510020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1510058.375000 Penalty: 4770.958496
	Iteration 33Q: 3 clusters Score -1510058 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1510104.500000 Penalty: 4770.958496
	Iteration 34Q: 3 clusters Score -1510104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1510150.625000 Penalty: 4770.958496
	Iteration 35Q: 3 clusters Score -1510151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1510199.500000 Penalty: 4770.958496
	Iteration 36Q: 3 clusters Score -1510200 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1510250.500000 Penalty: 4770.958496
	Iteration 37Q: 3 clusters Score -1510250 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1510303.125000 Penalty: 4770.958496
	Iteration 38Q: 3 clusters Score -1510303 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1510346.500000 Penalty: 4770.958496
	Iteration 39Q: 3 clusters Score -1510346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1510400.250000 Penalty: 4770.958496
	Iteration 40F: 3 clusters Score -1510400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1510453.875000 Penalty: 4770.958496
	Iteration 41Q: 3 clusters Score -1510454 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1510519.250000 Penalty: 4770.958496
	Iteration 42Q: 3 clusters Score -1510519 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1510589.625000 Penalty: 4770.958496
	Iteration 43Q: 3 clusters Score -1510590 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1510663.125000 Penalty: 4770.958496
	Iteration 44Q: 3 clusters Score -1510663 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1510779.875000 Penalty: 4770.958496
	Iteration 45Q: 3 clusters Score -1510780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1510892.000000 Penalty: 4770.958496
	Iteration 46Q: 3 clusters Score -1510892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1510980.500000 Penalty: 4770.958496
	Iteration 47Q: 3 clusters Score -1510980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1511057.875000 Penalty: 4770.958496
	Iteration 48Q: 3 clusters Score -1511058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1511125.750000 Penalty: 4770.958496
	Iteration 49Q: 3 clusters Score -1511126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1511170.875000 Penalty: 4770.958496
	Iteration 50Q: 3 clusters Score -1511171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1511204.250000 Penalty: 4770.958496
	Iteration 51Q: 3 clusters Score -1511204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1511239.375000 Penalty: 4770.958496
	Iteration 52Q: 3 clusters Score -1511239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1511276.875000 Penalty: 4770.958496
	Iteration 53Q: 3 clusters Score -1511277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1511306.375000 Penalty: 4770.958496
	Iteration 54Q: 3 clusters Score -1511306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1511324.375000 Penalty: 4770.958496
	Iteration 55Q: 3 clusters Score -1511324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1511335.500000 Penalty: 4770.958496
	Iteration 56Q: 3 clusters Score -1511336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1511350.000000 Penalty: 4770.958496
	Iteration 57Q: 3 clusters Score -1511350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1511358.625000 Penalty: 4770.958496
	Iteration 58Q: 3 clusters Score -1511359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1511370.750000 Penalty: 4770.958496
	Iteration 59Q: 3 clusters Score -1511371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1511376.125000 Penalty: 4770.958496
	Iteration 60F: 3 clusters Score -1511376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1511382.250000 Penalty: 4770.958496
	Iteration 61Q: 3 clusters Score -1511382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1511392.750000 Penalty: 4770.958496
	Iteration 62Q: 3 clusters Score -1511393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1511397.500000 Penalty: 4770.958496
	Iteration 63Q: 3 clusters Score -1511398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1511404.750000 Penalty: 4770.958496
	Iteration 64Q: 3 clusters Score -1511405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1511415.625000 Penalty: 4770.958496
	Iteration 65Q: 3 clusters Score -1511416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1511418.500000 Penalty: 4770.958496
	Iteration 66Q: 3 clusters Score -1511418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1511423.750000 Penalty: 4770.958496
	Iteration 67Q: 3 clusters Score -1511424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1511432.500000 Penalty: 4770.958496
	Iteration 68Q: 3 clusters Score -1511432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1511440.125000 Penalty: 4770.958496
	Iteration 69Q: 3 clusters Score -1511440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1511440.875000 Penalty: 4770.958496
	Iteration 70Q: 3 clusters Score -1511441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1511442.875000 Penalty: 4770.958496
	Iteration 71Q: 3 clusters Score -1511443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1511448.875000 Penalty: 4770.958496
	Iteration 72Q: 3 clusters Score -1511449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1511448.625000 Penalty: 4770.958496
	Iteration 73Q: 3 clusters Score -1511449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1511448.625000 Penalty: 4770.958496
	Iteration 74Q: 3 clusters Score -1511449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1511450.125000 Penalty: 4770.958496
	Iteration 75Q: 3 clusters Score -1511450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1511450.125000 Penalty: 4770.958496
	Iteration 76F: 3 clusters Score -1511450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -324295.968750 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -324296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -320470.125000 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -320470.1 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -321739.968750 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -321740 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -322242.531250 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -322242.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -322544.625000 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -322544.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -322748.406250 Penalty: 4104.712891
	Iteration 4F: 3 clusters Score -322748.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -322908.812500 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -322908.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -323039.937500 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -323039.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -323118.687500 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -323118.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -323164.781250 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -323164.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -323193.500000 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -323193.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -323211.687500 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -323211.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -323234.812500 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -323234.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -323276.125000 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -323276.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -323328.968750 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -323329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -323396.281250 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -323396.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -323473.968750 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -323474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -323544.875000 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -323544.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -323635.531250 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -323635.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -323708.500000 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -323708.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -323777.156250 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -323777.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -323807.968750 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -323808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -323834.312500 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -323834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -323854.343750 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -323854.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -323863.843750 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -323863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -323874.531250 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -323874.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -323886.843750 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -323886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -323897.656250 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -323897.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -323907.000000 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -323907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -323911.812500 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -323911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -323917.093750 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -323917.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -323922.781250 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -323922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -323928.500000 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -323928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -323930.406250 Penalty: 4104.712891
	Iteration 32Q: 3 clusters Score -323930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -323932.250000 Penalty: 4104.712891
	Iteration 33Q: 3 clusters Score -323932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -323934.281250 Penalty: 4104.712891
	Iteration 34Q: 3 clusters Score -323934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -323935.218750 Penalty: 4104.712891
	Iteration 35Q: 3 clusters Score -323935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -323936.281250 Penalty: 4104.712891
	Iteration 36Q: 3 clusters Score -323936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -323936.406250 Penalty: 4104.712891
	Iteration 37Q: 3 clusters Score -323936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -323937.812500 Penalty: 4104.712891
	Iteration 38Q: 3 clusters Score -323937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -323937.812500 Penalty: 4104.712891
	Iteration 39F: 3 clusters Score -323937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Entering Unmasked Estep 
Score: -4403255.000000 Penalty: 2646.500000
	Iteration 0F: 2 clusters Score -4403255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4374194.500000 Penalty: 5293.000000
	Iteration 0F: 3 clusters Score -4374194 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4385227.500000 Penalty: 5293.000000
	Iteration 1F: 3 clusters Score -4385228 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -4385876.500000 Penalty: 5293.000000
	Iteration 2Q: 3 clusters Score -4385876 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4386581.500000 Penalty: 5293.000000
	Iteration 3Q: 3 clusters Score -4386582 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4387431.500000 Penalty: 5293.000000
	Iteration 4Q: 3 clusters Score -4387432 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4388637.000000 Penalty: 5293.000000
	Iteration 5F: 3 clusters Score -4388637 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4390222.500000 Penalty: 5293.000000
	Iteration 6F: 3 clusters Score -4390222 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4392260.500000 Penalty: 5293.000000
	Iteration 7F: 3 clusters Score -4392260 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -4394332.500000 Penalty: 5293.000000
	Iteration 8F: 3 clusters Score -4394332 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4396250.500000 Penalty: 5293.000000
	Iteration 9F: 3 clusters Score -4396250 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4397696.500000 Penalty: 5293.000000
	Iteration 10Q: 3 clusters Score -4397696 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -4398730.000000 Penalty: 5293.000000
	Iteration 11Q: 3 clusters Score -4398730 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4399447.000000 Penalty: 5293.000000
	Iteration 12Q: 3 clusters Score -4399447 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4399864.000000 Penalty: 5293.000000
	Iteration 13Q: 3 clusters Score -4399864 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -4400181.000000 Penalty: 5293.000000
	Iteration 14Q: 3 clusters Score -4400181 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -4400421.500000 Penalty: 5293.000000
	Iteration 15Q: 3 clusters Score -4400422 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4400589.500000 Penalty: 5293.000000
	Iteration 16Q: 3 clusters Score -4400590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -4400716.500000 Penalty: 5293.000000
	Iteration 17Q: 3 clusters Score -4400716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -4400807.000000 Penalty: 5293.000000
	Iteration 18Q: 3 clusters Score -4400807 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -4400884.500000 Penalty: 5293.000000
	Iteration 19Q: 3 clusters Score -4400884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -4400949.000000 Penalty: 5293.000000
	Iteration 20F: 3 clusters Score -4400949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -4401009.000000 Penalty: 5293.000000
	Iteration 21Q: 3 clusters Score -4401009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -4401050.000000 Penalty: 5293.000000
	Iteration 22Q: 3 clusters Score -4401050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -4401075.000000 Penalty: 5293.000000
	Iteration 23Q: 3 clusters Score -4401075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4401090.000000 Penalty: 5293.000000
	Iteration 24Q: 3 clusters Score -4401090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4401093.000000 Penalty: 5293.000000
	Iteration 25Q: 3 clusters Score -4401093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -4401106.500000 Penalty: 5293.000000
	Iteration 26Q: 3 clusters Score -4401106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -4401110.000000 Penalty: 5293.000000
	Iteration 27Q: 3 clusters Score -4401110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4401112.500000 Penalty: 5293.000000
	Iteration 28Q: 3 clusters Score -4401112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -4401118.500000 Penalty: 5293.000000
	Iteration 29Q: 3 clusters Score -4401118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4401127.000000 Penalty: 5293.000000
	Iteration 30Q: 3 clusters Score -4401127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -4401131.000000 Penalty: 5293.000000
	Iteration 31Q: 3 clusters Score -4401131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -4401134.500000 Penalty: 5293.000000
	Iteration 32Q: 3 clusters Score -4401134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -4401139.500000 Penalty: 5293.000000
	Iteration 33Q: 3 clusters Score -4401140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -4401143.000000 Penalty: 5293.000000
	Iteration 34Q: 3 clusters Score -4401143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4401148.000000 Penalty: 5293.000000
	Iteration 35Q: 3 clusters Score -4401148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -4401158.000000 Penalty: 5293.000000
	Iteration 36Q: 3 clusters Score -4401158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -4401163.000000 Penalty: 5293.000000
	Iteration 37Q: 3 clusters Score -4401163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4401162.500000 Penalty: 5293.000000
	Iteration 38Q: 3 clusters Score -4401162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4401170.000000 Penalty: 5293.000000
	Iteration 39Q: 3 clusters Score -4401170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4401173.500000 Penalty: 5293.000000
	Iteration 40F: 3 clusters Score -4401174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4401177.500000 Penalty: 5293.000000
	Iteration 41Q: 3 clusters Score -4401178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -4401175.500000 Penalty: 5293.000000
	Iteration 42Q: 3 clusters Score -4401176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4401168.500000 Penalty: 5293.000000
	Iteration 43Q: 3 clusters Score -4401168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -4401172.500000 Penalty: 5293.000000
	Iteration 44Q: 3 clusters Score -4401172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4401182.500000 Penalty: 5293.000000
	Iteration 45Q: 3 clusters Score -4401182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4401183.500000 Penalty: 5293.000000
	Iteration 46Q: 3 clusters Score -4401184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -4401177.500000 Penalty: 5293.000000
	Iteration 47Q: 3 clusters Score -4401178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -4401180.000000 Penalty: 5293.000000
	Iteration 48Q: 3 clusters Score -4401180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4401181.500000 Penalty: 5293.000000
	Iteration 49Q: 3 clusters Score -4401182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -4401183.000000 Penalty: 5293.000000
	Iteration 50Q: 3 clusters Score -4401183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -4401180.500000 Penalty: 5293.000000
	Iteration 51Q: 3 clusters Score -4401180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4401180.500000 Penalty: 5293.000000
	Iteration 52Q: 3 clusters Score -4401180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4401180.500000 Penalty: 5293.000000
	Iteration 53F: 3 clusters Score -4401180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -503645.812500 Penalty: 2123.464844
	Iteration 0F: 2 clusters Score -503645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -498973.062500 Penalty: 4246.929688
	Iteration 0F: 3 clusters Score -498973.1 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -500244.312500 Penalty: 4246.929688
	Iteration 1F: 3 clusters Score -500244.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -500729.906250 Penalty: 4246.929688
	Iteration 2F: 3 clusters Score -500729.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -501351.437500 Penalty: 4246.929688
	Iteration 3F: 3 clusters Score -501351.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -501982.000000 Penalty: 4246.929688
	Iteration 4F: 3 clusters Score -501982 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -502352.593750 Penalty: 4246.929688
	Iteration 5F: 3 clusters Score -502352.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -502564.875000 Penalty: 4246.929688
	Iteration 6F: 3 clusters Score -502564.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -502702.562500 Penalty: 4246.929688
	Iteration 7Q: 3 clusters Score -502702.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -502786.812500 Penalty: 4246.929688
	Iteration 8Q: 3 clusters Score -502786.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -502828.968750 Penalty: 4246.929688
	Iteration 9Q: 3 clusters Score -502829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -502854.250000 Penalty: 4246.929688
	Iteration 10Q: 3 clusters Score -502854.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -502873.875000 Penalty: 4246.929688
	Iteration 11Q: 3 clusters Score -502873.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -502891.406250 Penalty: 4246.929688
	Iteration 12Q: 3 clusters Score -502891.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -502905.812500 Penalty: 4246.929688
	Iteration 13Q: 3 clusters Score -502905.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -502917.750000 Penalty: 4246.929688
	Iteration 14Q: 3 clusters Score -502917.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -502926.843750 Penalty: 4246.929688
	Iteration 15Q: 3 clusters Score -502926.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -502931.531250 Penalty: 4246.929688
	Iteration 16Q: 3 clusters Score -502931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -502937.062500 Penalty: 4246.929688
	Iteration 17Q: 3 clusters Score -502937.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -502941.687500 Penalty: 4246.929688
	Iteration 18Q: 3 clusters Score -502941.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -502948.343750 Penalty: 4246.929688
	Iteration 19Q: 3 clusters Score -502948.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -502953.468750 Penalty: 4246.929688
	Iteration 20F: 3 clusters Score -502953.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -502958.437500 Penalty: 4246.929688
	Iteration 21Q: 3 clusters Score -502958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -502962.187500 Penalty: 4246.929688
	Iteration 22Q: 3 clusters Score -502962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -502968.281250 Penalty: 4246.929688
	Iteration 23Q: 3 clusters Score -502968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -502970.781250 Penalty: 4246.929688
	Iteration 24Q: 3 clusters Score -502970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -502974.312500 Penalty: 4246.929688
	Iteration 25Q: 3 clusters Score -502974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -502975.625000 Penalty: 4246.929688
	Iteration 26Q: 3 clusters Score -502975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -502976.187500 Penalty: 4246.929688
	Iteration 27Q: 3 clusters Score -502976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -502977.937500 Penalty: 4246.929688
	Iteration 28Q: 3 clusters Score -502977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -502978.093750 Penalty: 4246.929688
	Iteration 29Q: 3 clusters Score -502978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502979.656250 Penalty: 4246.929688
	Iteration 30Q: 3 clusters Score -502979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -502979.812500 Penalty: 4246.929688
	Iteration 31Q: 3 clusters Score -502979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -502979.281250 Penalty: 4246.929688
	Iteration 32Q: 3 clusters Score -502979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -502979.031250 Penalty: 4246.929688
	Iteration 33Q: 3 clusters Score -502979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -502979.875000 Penalty: 4246.929688
	Iteration 34Q: 3 clusters Score -502979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -502981.656250 Penalty: 4246.929688
	Iteration 35Q: 3 clusters Score -502981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -502982.875000 Penalty: 4246.929688
	Iteration 36Q: 3 clusters Score -502982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -502982.750000 Penalty: 4246.929688
	Iteration 37Q: 3 clusters Score -502982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -502983.156250 Penalty: 4246.929688
	Iteration 38Q: 3 clusters Score -502983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -502983.406250 Penalty: 4246.929688
	Iteration 39Q: 3 clusters Score -502983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -502985.875000 Penalty: 4246.929688
	Iteration 40F: 3 clusters Score -502985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -502986.468750 Penalty: 4246.929688
	Iteration 41Q: 3 clusters Score -502986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -502987.812500 Penalty: 4246.929688
	Iteration 42Q: 3 clusters Score -502987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -502988.468750 Penalty: 4246.929688
	Iteration 43Q: 3 clusters Score -502988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -502988.562500 Penalty: 4246.929688
	Iteration 44Q: 3 clusters Score -502988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -502989.406250 Penalty: 4246.929688
	Iteration 45Q: 3 clusters Score -502989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -502989.531250 Penalty: 4246.929688
	Iteration 46Q: 3 clusters Score -502989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -502990.062500 Penalty: 4246.929688
	Iteration 47Q: 3 clusters Score -502990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -502990.156250 Penalty: 4246.929688
	Iteration 48Q: 3 clusters Score -502990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -502989.875000 Penalty: 4246.929688
	Iteration 49Q: 3 clusters Score -502989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -502990.156250 Penalty: 4246.929688
	Iteration 50Q: 3 clusters Score -502990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -502990.437500 Penalty: 4246.929688
	Iteration 51Q: 3 clusters Score -502990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -502991.625000 Penalty: 4246.929688
	Iteration 52Q: 3 clusters Score -502991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -502992.562500 Penalty: 4246.929688
	Iteration 53Q: 3 clusters Score -502992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -502992.968750 Penalty: 4246.929688
	Iteration 54Q: 3 clusters Score -502993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -502992.750000 Penalty: 4246.929688
	Iteration 55Q: 3 clusters Score -502992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502992.531250 Penalty: 4246.929688
	Iteration 56Q: 3 clusters Score -502992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -502993.125000 Penalty: 4246.929688
	Iteration 57Q: 3 clusters Score -502993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -502993.125000 Penalty: 4246.929688
	Iteration 58F: 3 clusters Score -502993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (35125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Entering Unmasked Estep 
Score: -3649903.250000 Penalty: 2595.733643
	Iteration 0F: 2 clusters Score -3649903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3626001.500000 Penalty: 5191.467285
	Iteration 0F: 3 clusters Score -3626002 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3634725.000000 Penalty: 5191.467285
	Iteration 1F: 3 clusters Score -3634725 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3635542.250000 Penalty: 5191.467285
	Iteration 2F: 3 clusters Score -3635542 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3636681.000000 Penalty: 5191.467285
	Iteration 3F: 3 clusters Score -3636681 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3638256.250000 Penalty: 5191.467285
	Iteration 4F: 3 clusters Score -3638256 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3640184.000000 Penalty: 5191.467285
	Iteration 5F: 3 clusters Score -3640184 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3642181.750000 Penalty: 5191.467285
	Iteration 6F: 3 clusters Score -3642182 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3643870.000000 Penalty: 5191.467285
	Iteration 7F: 3 clusters Score -3643870 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3645233.750000 Penalty: 5191.467285
	Iteration 8Q: 3 clusters Score -3645234 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3646311.500000 Penalty: 5191.467285
	Iteration 9Q: 3 clusters Score -3646312 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3646935.000000 Penalty: 5191.467285
	Iteration 10Q: 3 clusters Score -3646935 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3647270.500000 Penalty: 5191.467285
	Iteration 11Q: 3 clusters Score -3647270 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3647476.250000 Penalty: 5191.467285
	Iteration 12Q: 3 clusters Score -3647476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3647605.750000 Penalty: 5191.467285
	Iteration 13Q: 3 clusters Score -3647606 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3647691.000000 Penalty: 5191.467285
	Iteration 14Q: 3 clusters Score -3647691 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3647763.000000 Penalty: 5191.467285
	Iteration 15Q: 3 clusters Score -3647763 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -3647824.250000 Penalty: 5191.467285
	Iteration 16Q: 3 clusters Score -3647824 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3647858.250000 Penalty: 5191.467285
	Iteration 17Q: 3 clusters Score -3647858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3647884.000000 Penalty: 5191.467285
	Iteration 18Q: 3 clusters Score -3647884 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3647910.250000 Penalty: 5191.467285
	Iteration 19Q: 3 clusters Score -3647910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3647929.250000 Penalty: 5191.467285
	Iteration 20F: 3 clusters Score -3647929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3647947.500000 Penalty: 5191.467285
	Iteration 21Q: 3 clusters Score -3647948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3647952.000000 Penalty: 5191.467285
	Iteration 22Q: 3 clusters Score -3647952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3647973.500000 Penalty: 5191.467285
	Iteration 23Q: 3 clusters Score -3647974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3647986.250000 Penalty: 5191.467285
	Iteration 24Q: 3 clusters Score -3647986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3648009.250000 Penalty: 5191.467285
	Iteration 25Q: 3 clusters Score -3648009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3648033.250000 Penalty: 5191.467285
	Iteration 26Q: 3 clusters Score -3648033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3648047.000000 Penalty: 5191.467285
	Iteration 27Q: 3 clusters Score -3648047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3648068.500000 Penalty: 5191.467285
	Iteration 28Q: 3 clusters Score -3648068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3648083.250000 Penalty: 5191.467285
	Iteration 29Q: 3 clusters Score -3648083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3648093.000000 Penalty: 5191.467285
	Iteration 30Q: 3 clusters Score -3648093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3648100.750000 Penalty: 5191.467285
	Iteration 31Q: 3 clusters Score -3648101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3648099.250000 Penalty: 5191.467285
	Iteration 32Q: 3 clusters Score -3648099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -3648112.500000 Penalty: 5191.467285
	Iteration 33Q: 3 clusters Score -3648112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3648120.250000 Penalty: 5191.467285
	Iteration 34Q: 3 clusters Score -3648120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -3648126.500000 Penalty: 5191.467285
	Iteration 35Q: 3 clusters Score -3648126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3648149.750000 Penalty: 5191.467285
	Iteration 36Q: 3 clusters Score -3648150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3648154.000000 Penalty: 5191.467285
	Iteration 37Q: 3 clusters Score -3648154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3648160.000000 Penalty: 5191.467285
	Iteration 38Q: 3 clusters Score -3648160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -3648160.000000 Penalty: 5191.467285
	Iteration 39Q: 3 clusters Score -3648160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3648166.000000 Penalty: 5191.467285
	Iteration 40F: 3 clusters Score -3648166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3648169.000000 Penalty: 5191.467285
	Iteration 41Q: 3 clusters Score -3648169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3648179.250000 Penalty: 5191.467285
	Iteration 42Q: 3 clusters Score -3648179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3648182.500000 Penalty: 5191.467285
	Iteration 43Q: 3 clusters Score -3648182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3648184.250000 Penalty: 5191.467285
	Iteration 44Q: 3 clusters Score -3648184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3648191.000000 Penalty: 5191.467285
	Iteration 45Q: 3 clusters Score -3648191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -3648188.500000 Penalty: 5191.467285
	Iteration 46Q: 3 clusters Score -3648188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3648189.500000 Penalty: 5191.467285
	Iteration 47Q: 3 clusters Score -3648190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -3648194.500000 Penalty: 5191.467285
	Iteration 48Q: 3 clusters Score -3648194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3648192.500000 Penalty: 5191.467285
	Iteration 49Q: 3 clusters Score -3648192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -3648198.500000 Penalty: 5191.467285
	Iteration 50Q: 3 clusters Score -3648198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3648199.500000 Penalty: 5191.467285
	Iteration 51Q: 3 clusters Score -3648200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3648203.250000 Penalty: 5191.467285
	Iteration 52Q: 3 clusters Score -3648203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -3648203.750000 Penalty: 5191.467285
	Iteration 53Q: 3 clusters Score -3648204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -3648199.000000 Penalty: 5191.467285
	Iteration 54Q: 3 clusters Score -3648199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3648200.500000 Penalty: 5191.467285
	Iteration 55Q: 3 clusters Score -3648200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3648199.500000 Penalty: 5191.467285
	Iteration 56Q: 3 clusters Score -3648200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -3648209.500000 Penalty: 5191.467285
	Iteration 57Q: 3 clusters Score -3648210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -3648217.000000 Penalty: 5191.467285
	Iteration 58Q: 3 clusters Score -3648217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3648211.500000 Penalty: 5191.467285
	Iteration 59Q: 3 clusters Score -3648212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3648218.500000 Penalty: 5191.467285
	Iteration 60F: 3 clusters Score -3648218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3648228.250000 Penalty: 5191.467285
	Iteration 61Q: 3 clusters Score -3648228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -3648235.500000 Penalty: 5191.467285
	Iteration 62Q: 3 clusters Score -3648236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3648243.750000 Penalty: 5191.467285
	Iteration 63Q: 3 clusters Score -3648244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -3648240.250000 Penalty: 5191.467285
	Iteration 64Q: 3 clusters Score -3648240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3648241.250000 Penalty: 5191.467285
	Iteration 65Q: 3 clusters Score -3648241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3648245.000000 Penalty: 5191.467285
	Iteration 66Q: 3 clusters Score -3648245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3648255.000000 Penalty: 5191.467285
	Iteration 67Q: 3 clusters Score -3648255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3648253.500000 Penalty: 5191.467285
	Iteration 68Q: 3 clusters Score -3648254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -3648252.000000 Penalty: 5191.467285
	Iteration 69Q: 3 clusters Score -3648252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3648256.500000 Penalty: 5191.467285
	Iteration 70Q: 3 clusters Score -3648256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3648257.000000 Penalty: 5191.467285
	Iteration 71Q: 3 clusters Score -3648257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -3648256.000000 Penalty: 5191.467285
	Iteration 72Q: 3 clusters Score -3648256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3648254.750000 Penalty: 5191.467285
	Iteration 73Q: 3 clusters Score -3648255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3648254.750000 Penalty: 5191.467285
	Iteration 74F: 3 clusters Score -3648255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Entering Unmasked Estep 
Score: -2626464.500000 Penalty: 2515.077393
	Iteration 0F: 2 clusters Score -2626464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2608915.750000 Penalty: 5030.154785
	Iteration 0F: 3 clusters Score -2608916 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2615027.000000 Penalty: 5030.154785
	Iteration 1F: 3 clusters Score -2615027 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2615457.000000 Penalty: 5030.154785
	Iteration 2F: 3 clusters Score -2615457 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2615812.500000 Penalty: 5030.154785
	Iteration 3Q: 3 clusters Score -2615812 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2616163.500000 Penalty: 5030.154785
	Iteration 4Q: 3 clusters Score -2616164 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2616536.000000 Penalty: 5030.154785
	Iteration 5Q: 3 clusters Score -2616536 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2616963.500000 Penalty: 5030.154785
	Iteration 6Q: 3 clusters Score -2616964 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2617544.750000 Penalty: 5030.154785
	Iteration 7Q: 3 clusters Score -2617545 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2618332.500000 Penalty: 5030.154785
	Iteration 8F: 3 clusters Score -2618332 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2619265.750000 Penalty: 5030.154785
	Iteration 9F: 3 clusters Score -2619266 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2620395.750000 Penalty: 5030.154785
	Iteration 10F: 3 clusters Score -2620396 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2621488.750000 Penalty: 5030.154785
	Iteration 11F: 3 clusters Score -2621489 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2622390.750000 Penalty: 5030.154785
	Iteration 12Q: 3 clusters Score -2622391 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2623101.750000 Penalty: 5030.154785
	Iteration 13Q: 3 clusters Score -2623102 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2623627.250000 Penalty: 5030.154785
	Iteration 14Q: 3 clusters Score -2623627 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2623957.750000 Penalty: 5030.154785
	Iteration 15Q: 3 clusters Score -2623958 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2624147.250000 Penalty: 5030.154785
	Iteration 16Q: 3 clusters Score -2624147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2624241.500000 Penalty: 5030.154785
	Iteration 17Q: 3 clusters Score -2624242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2624292.750000 Penalty: 5030.154785
	Iteration 18Q: 3 clusters Score -2624293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2624320.000000 Penalty: 5030.154785
	Iteration 19Q: 3 clusters Score -2624320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2624336.500000 Penalty: 5030.154785
	Iteration 20F: 3 clusters Score -2624336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2624355.500000 Penalty: 5030.154785
	Iteration 21Q: 3 clusters Score -2624356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2624373.500000 Penalty: 5030.154785
	Iteration 22Q: 3 clusters Score -2624374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2624386.750000 Penalty: 5030.154785
	Iteration 23Q: 3 clusters Score -2624387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2624385.250000 Penalty: 5030.154785
	Iteration 24Q: 3 clusters Score -2624385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2624393.250000 Penalty: 5030.154785
	Iteration 25Q: 3 clusters Score -2624393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2624396.750000 Penalty: 5030.154785
	Iteration 26Q: 3 clusters Score -2624397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2624401.250000 Penalty: 5030.154785
	Iteration 27Q: 3 clusters Score -2624401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2624400.250000 Penalty: 5030.154785
	Iteration 28Q: 3 clusters Score -2624400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2624411.500000 Penalty: 5030.154785
	Iteration 29Q: 3 clusters Score -2624412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2624412.250000 Penalty: 5030.154785
	Iteration 30Q: 3 clusters Score -2624412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2624421.000000 Penalty: 5030.154785
	Iteration 31Q: 3 clusters Score -2624421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2624428.750000 Penalty: 5030.154785
	Iteration 32Q: 3 clusters Score -2624429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2624426.500000 Penalty: 5030.154785
	Iteration 33Q: 3 clusters Score -2624426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2624426.500000 Penalty: 5030.154785
	Iteration 34Q: 3 clusters Score -2624426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2624427.000000 Penalty: 5030.154785
	Iteration 35Q: 3 clusters Score -2624427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2624427.000000 Penalty: 5030.154785
	Iteration 36Q: 3 clusters Score -2624427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2624430.750000 Penalty: 5030.154785
	Iteration 37Q: 3 clusters Score -2624431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2624434.250000 Penalty: 5030.154785
	Iteration 38Q: 3 clusters Score -2624434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2624435.000000 Penalty: 5030.154785
	Iteration 39Q: 3 clusters Score -2624435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2624441.000000 Penalty: 5030.154785
	Iteration 40F: 3 clusters Score -2624441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2624443.250000 Penalty: 5030.154785
	Iteration 41Q: 3 clusters Score -2624443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2624444.000000 Penalty: 5030.154785
	Iteration 42Q: 3 clusters Score -2624444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2624443.750000 Penalty: 5030.154785
	Iteration 43Q: 3 clusters Score -2624444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2624446.500000 Penalty: 5030.154785
	Iteration 44Q: 3 clusters Score -2624446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2624446.500000 Penalty: 5030.154785
	Iteration 45F: 3 clusters Score -2624446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -364235.125000 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -364235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -360459.343750 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -360459.3 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361341.062500 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -361341.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -361548.125000 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -361548.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -361749.656250 Penalty: 4091.789551
	Iteration 3F: 3 clusters Score -361749.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -361944.437500 Penalty: 4091.789551
	Iteration 4Q: 3 clusters Score -361944.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -362180.687500 Penalty: 4091.789551
	Iteration 5F: 3 clusters Score -362180.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -362390.406250 Penalty: 4091.789551
	Iteration 6F: 3 clusters Score -362390.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -362629.375000 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -362629.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -362875.187500 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -362875.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -363050.000000 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -363050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -363189.812500 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -363189.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -363266.312500 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -363266.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -363333.718750 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -363333.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -363401.250000 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -363401.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -363453.093750 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -363453.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -363487.125000 Penalty: 4091.789551
	Iteration 15Q: 3 clusters Score -363487.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -363518.250000 Penalty: 4091.789551
	Iteration 16Q: 3 clusters Score -363518.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -363557.343750 Penalty: 4091.789551
	Iteration 17Q: 3 clusters Score -363557.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -363590.843750 Penalty: 4091.789551
	Iteration 18Q: 3 clusters Score -363590.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -363623.406250 Penalty: 4091.789551
	Iteration 19Q: 3 clusters Score -363623.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -363659.625000 Penalty: 4091.789551
	Iteration 20F: 3 clusters Score -363659.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -363681.500000 Penalty: 4091.789551
	Iteration 21Q: 3 clusters Score -363681.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -363695.125000 Penalty: 4091.789551
	Iteration 22Q: 3 clusters Score -363695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -363702.281250 Penalty: 4091.789551
	Iteration 23Q: 3 clusters Score -363702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -363709.781250 Penalty: 4091.789551
	Iteration 24Q: 3 clusters Score -363709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -363715.125000 Penalty: 4091.789551
	Iteration 25Q: 3 clusters Score -363715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -363720.281250 Penalty: 4091.789551
	Iteration 26Q: 3 clusters Score -363720.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -363723.812500 Penalty: 4091.789551
	Iteration 27Q: 3 clusters Score -363723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -363727.031250 Penalty: 4091.789551
	Iteration 28Q: 3 clusters Score -363727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -363731.531250 Penalty: 4091.789551
	Iteration 29Q: 3 clusters Score -363731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -363733.718750 Penalty: 4091.789551
	Iteration 30Q: 3 clusters Score -363733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -363733.718750 Penalty: 4091.789551
	Iteration 31F: 3 clusters Score -363733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Entering Unmasked Estep 
Score: -1378160.250000 Penalty: 2364.077148
	Iteration 0F: 2 clusters Score -1378160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1368026.125000 Penalty: 4728.154297
	Iteration 0F: 3 clusters Score -1368026 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1371694.875000 Penalty: 4728.154297
	Iteration 1F: 3 clusters Score -1371695 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1372685.000000 Penalty: 4728.154297
	Iteration 2F: 3 clusters Score -1372685 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1373797.500000 Penalty: 4728.154297
	Iteration 3F: 3 clusters Score -1373798 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1374801.750000 Penalty: 4728.154297
	Iteration 4F: 3 clusters Score -1374802 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1375530.875000 Penalty: 4728.154297
	Iteration 5F: 3 clusters Score -1375531 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1376002.125000 Penalty: 4728.154297
	Iteration 6F: 3 clusters Score -1376002 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1376322.000000 Penalty: 4728.154297
	Iteration 7Q: 3 clusters Score -1376322 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1376516.250000 Penalty: 4728.154297
	Iteration 8Q: 3 clusters Score -1376516 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1376657.750000 Penalty: 4728.154297
	Iteration 9Q: 3 clusters Score -1376658 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1376775.625000 Penalty: 4728.154297
	Iteration 10Q: 3 clusters Score -1376776 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1376870.375000 Penalty: 4728.154297
	Iteration 11Q: 3 clusters Score -1376870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1376949.500000 Penalty: 4728.154297
	Iteration 12Q: 3 clusters Score -1376950 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1377011.875000 Penalty: 4728.154297
	Iteration 13Q: 3 clusters Score -1377012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1377047.625000 Penalty: 4728.154297
	Iteration 14Q: 3 clusters Score -1377048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1377081.750000 Penalty: 4728.154297
	Iteration 15Q: 3 clusters Score -1377082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1377106.125000 Penalty: 4728.154297
	Iteration 16Q: 3 clusters Score -1377106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1377141.250000 Penalty: 4728.154297
	Iteration 17Q: 3 clusters Score -1377141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1377158.375000 Penalty: 4728.154297
	Iteration 18Q: 3 clusters Score -1377158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1377175.250000 Penalty: 4728.154297
	Iteration 19Q: 3 clusters Score -1377175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1377216.125000 Penalty: 4728.154297
	Iteration 20F: 3 clusters Score -1377216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1377247.625000 Penalty: 4728.154297
	Iteration 21Q: 3 clusters Score -1377248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1377284.750000 Penalty: 4728.154297
	Iteration 22Q: 3 clusters Score -1377285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1377331.875000 Penalty: 4728.154297
	Iteration 23Q: 3 clusters Score -1377332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1377401.125000 Penalty: 4728.154297
	Iteration 24Q: 3 clusters Score -1377401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1377509.000000 Penalty: 4728.154297
	Iteration 25Q: 3 clusters Score -1377509 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1377616.250000 Penalty: 4728.154297
	Iteration 26Q: 3 clusters Score -1377616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1377697.125000 Penalty: 4728.154297
	Iteration 27Q: 3 clusters Score -1377697 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1377748.875000 Penalty: 4728.154297
	Iteration 28Q: 3 clusters Score -1377749 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1377790.375000 Penalty: 4728.154297
	Iteration 29Q: 3 clusters Score -1377790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1377819.125000 Penalty: 4728.154297
	Iteration 30Q: 3 clusters Score -1377819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1377829.625000 Penalty: 4728.154297
	Iteration 31Q: 3 clusters Score -1377830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1377833.875000 Penalty: 4728.154297
	Iteration 32Q: 3 clusters Score -1377834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1377836.750000 Penalty: 4728.154297
	Iteration 33Q: 3 clusters Score -1377837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1377842.125000 Penalty: 4728.154297
	Iteration 34Q: 3 clusters Score -1377842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1377842.000000 Penalty: 4728.154297
	Iteration 35Q: 3 clusters Score -1377842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1377844.500000 Penalty: 4728.154297
	Iteration 36Q: 3 clusters Score -1377844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1377845.250000 Penalty: 4728.154297
	Iteration 37Q: 3 clusters Score -1377845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1377847.000000 Penalty: 4728.154297
	Iteration 38Q: 3 clusters Score -1377847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1377852.000000 Penalty: 4728.154297
	Iteration 39Q: 3 clusters Score -1377852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1377851.875000 Penalty: 4728.154297
	Iteration 40F: 3 clusters Score -1377852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1377849.875000 Penalty: 4728.154297
	Iteration 41Q: 3 clusters Score -1377850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1377853.125000 Penalty: 4728.154297
	Iteration 42Q: 3 clusters Score -1377853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1377851.625000 Penalty: 4728.154297
	Iteration 43Q: 3 clusters Score -1377852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1377851.625000 Penalty: 4728.154297
	Iteration 44F: 3 clusters Score -1377852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -638701.437500 Penalty: 2199.680420
	Iteration 0F: 2 clusters Score -638701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -632806.687500 Penalty: 4399.360840
	Iteration 0F: 3 clusters Score -632806.7 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -634482.375000 Penalty: 4399.360840
	Iteration 1F: 3 clusters Score -634482.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -634896.562500 Penalty: 4399.360840
	Iteration 2F: 3 clusters Score -634896.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -635336.562500 Penalty: 4399.360840
	Iteration 3F: 3 clusters Score -635336.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -635791.875000 Penalty: 4399.360840
	Iteration 4F: 3 clusters Score -635791.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -636168.125000 Penalty: 4399.360840
	Iteration 5F: 3 clusters Score -636168.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -636478.375000 Penalty: 4399.360840
	Iteration 6Q: 3 clusters Score -636478.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -636807.375000 Penalty: 4399.360840
	Iteration 7Q: 3 clusters Score -636807.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -637117.062500 Penalty: 4399.360840
	Iteration 8Q: 3 clusters Score -637117.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -637360.000000 Penalty: 4399.360840
	Iteration 9Q: 3 clusters Score -637360 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -637530.625000 Penalty: 4399.360840
	Iteration 10Q: 3 clusters Score -637530.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -637661.937500 Penalty: 4399.360840
	Iteration 11Q: 3 clusters Score -637661.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -637765.812500 Penalty: 4399.360840
	Iteration 12Q: 3 clusters Score -637765.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -637829.187500 Penalty: 4399.360840
	Iteration 13Q: 3 clusters Score -637829.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -637866.250000 Penalty: 4399.360840
	Iteration 14Q: 3 clusters Score -637866.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -637889.312500 Penalty: 4399.360840
	Iteration 15Q: 3 clusters Score -637889.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -637907.062500 Penalty: 4399.360840
	Iteration 16Q: 3 clusters Score -637907.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -637922.312500 Penalty: 4399.360840
	Iteration 17Q: 3 clusters Score -637922.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -637928.875000 Penalty: 4399.360840
	Iteration 18Q: 3 clusters Score -637928.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -637937.062500 Penalty: 4399.360840
	Iteration 19Q: 3 clusters Score -637937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -637944.812500 Penalty: 4399.360840
	Iteration 20F: 3 clusters Score -637944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -637952.125000 Penalty: 4399.360840
	Iteration 21Q: 3 clusters Score -637952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -637953.812500 Penalty: 4399.360840
	Iteration 22Q: 3 clusters Score -637953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -637960.437500 Penalty: 4399.360840
	Iteration 23Q: 3 clusters Score -637960.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -637965.125000 Penalty: 4399.360840
	Iteration 24Q: 3 clusters Score -637965.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -637969.625000 Penalty: 4399.360840
	Iteration 25Q: 3 clusters Score -637969.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -637976.562500 Penalty: 4399.360840
	Iteration 26Q: 3 clusters Score -637976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -637983.750000 Penalty: 4399.360840
	Iteration 27Q: 3 clusters Score -637983.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -637991.812500 Penalty: 4399.360840
	Iteration 28Q: 3 clusters Score -637991.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -637998.250000 Penalty: 4399.360840
	Iteration 29Q: 3 clusters Score -637998.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -638006.250000 Penalty: 4399.360840
	Iteration 30Q: 3 clusters Score -638006.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -638012.562500 Penalty: 4399.360840
	Iteration 31Q: 3 clusters Score -638012.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -638020.687500 Penalty: 4399.360840
	Iteration 32Q: 3 clusters Score -638020.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -638026.937500 Penalty: 4399.360840
	Iteration 33Q: 3 clusters Score -638026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -638033.125000 Penalty: 4399.360840
	Iteration 34Q: 3 clusters Score -638033.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -638040.375000 Penalty: 4399.360840
	Iteration 35Q: 3 clusters Score -638040.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -638052.000000 Penalty: 4399.360840
	Iteration 36Q: 3 clusters Score -638052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -638058.062500 Penalty: 4399.360840
	Iteration 37Q: 3 clusters Score -638058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -638065.687500 Penalty: 4399.360840
	Iteration 38Q: 3 clusters Score -638065.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -638070.187500 Penalty: 4399.360840
	Iteration 39Q: 3 clusters Score -638070.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -638076.000000 Penalty: 4399.360840
	Iteration 40F: 3 clusters Score -638076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -638084.937500 Penalty: 4399.360840
	Iteration 41Q: 3 clusters Score -638084.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -638090.375000 Penalty: 4399.360840
	Iteration 42Q: 3 clusters Score -638090.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -638093.437500 Penalty: 4399.360840
	Iteration 43Q: 3 clusters Score -638093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -638097.500000 Penalty: 4399.360840
	Iteration 44Q: 3 clusters Score -638097.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -638100.125000 Penalty: 4399.360840
	Iteration 45Q: 3 clusters Score -638100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -638101.062500 Penalty: 4399.360840
	Iteration 46Q: 3 clusters Score -638101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -638102.437500 Penalty: 4399.360840
	Iteration 47Q: 3 clusters Score -638102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -638105.000000 Penalty: 4399.360840
	Iteration 48Q: 3 clusters Score -638105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -638106.500000 Penalty: 4399.360840
	Iteration 49Q: 3 clusters Score -638106.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -638111.562500 Penalty: 4399.360840
	Iteration 50Q: 3 clusters Score -638111.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -638118.500000 Penalty: 4399.360840
	Iteration 51Q: 3 clusters Score -638118.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -638125.062500 Penalty: 4399.360840
	Iteration 52Q: 3 clusters Score -638125.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -638130.500000 Penalty: 4399.360840
	Iteration 53Q: 3 clusters Score -638130.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -638132.312500 Penalty: 4399.360840
	Iteration 54Q: 3 clusters Score -638132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -638137.125000 Penalty: 4399.360840
	Iteration 55Q: 3 clusters Score -638137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -638137.625000 Penalty: 4399.360840
	Iteration 56Q: 3 clusters Score -638137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -638139.312500 Penalty: 4399.360840
	Iteration 57Q: 3 clusters Score -638139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -638139.625000 Penalty: 4399.360840
	Iteration 58Q: 3 clusters Score -638139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -638140.375000 Penalty: 4399.360840
	Iteration 59Q: 3 clusters Score -638140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -638142.062500 Penalty: 4399.360840
	Iteration 60F: 3 clusters Score -638142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -638142.312500 Penalty: 4399.360840
	Iteration 61Q: 3 clusters Score -638142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -638142.750000 Penalty: 4399.360840
	Iteration 62Q: 3 clusters Score -638142.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -638142.750000 Penalty: 4399.360840
	Iteration 63F: 3 clusters Score -638142.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (76420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Entering Unmasked Estep 
Score: -7832654.500000 Penalty: 2788.511963
	Iteration 0F: 2 clusters Score -7832654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -7781307.500000 Penalty: 5577.023926
	Iteration 0F: 3 clusters Score -7781308 nChanged 36094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -7802053.000000 Penalty: 5577.023926
	Iteration 1F: 3 clusters Score -7802053 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7802877.500000 Penalty: 5577.023926
	Iteration 2Q: 3 clusters Score -7802878 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -7804001.500000 Penalty: 5577.023926
	Iteration 3Q: 3 clusters Score -7804002 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7805644.500000 Penalty: 5577.023926
	Iteration 4Q: 3 clusters Score -7805644 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -7808189.500000 Penalty: 5577.023926
	Iteration 5F: 3 clusters Score -7808190 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -7811576.500000 Penalty: 5577.023926
	Iteration 6F: 3 clusters Score -7811576 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -7815328.000000 Penalty: 5577.023926
	Iteration 7F: 3 clusters Score -7815328 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -7818833.000000 Penalty: 5577.023926
	Iteration 8F: 3 clusters Score -7818833 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -7821793.500000 Penalty: 5577.023926
	Iteration 9F: 3 clusters Score -7821794 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -7824047.000000 Penalty: 5577.023926
	Iteration 10Q: 3 clusters Score -7824047 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -7826117.000000 Penalty: 5577.023926
	Iteration 11Q: 3 clusters Score -7826117 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7827844.500000 Penalty: 5577.023926
	Iteration 12Q: 3 clusters Score -7827844 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7829028.500000 Penalty: 5577.023926
	Iteration 13Q: 3 clusters Score -7829028 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7829619.000000 Penalty: 5577.023926
	Iteration 14Q: 3 clusters Score -7829619 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7829859.000000 Penalty: 5577.023926
	Iteration 15Q: 3 clusters Score -7829859 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7830035.500000 Penalty: 5577.023926
	Iteration 16Q: 3 clusters Score -7830036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7830142.000000 Penalty: 5577.023926
	Iteration 17Q: 3 clusters Score -7830142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7830207.000000 Penalty: 5577.023926
	Iteration 18Q: 3 clusters Score -7830207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7830251.000000 Penalty: 5577.023926
	Iteration 19Q: 3 clusters Score -7830251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7830276.500000 Penalty: 5577.023926
	Iteration 20F: 3 clusters Score -7830276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7830294.500000 Penalty: 5577.023926
	Iteration 21Q: 3 clusters Score -7830294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7830292.000000 Penalty: 5577.023926
	Iteration 22Q: 3 clusters Score -7830292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7830293.000000 Penalty: 5577.023926
	Iteration 23Q: 3 clusters Score -7830293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7830288.500000 Penalty: 5577.023926
	Iteration 24Q: 3 clusters Score -7830288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7830295.000000 Penalty: 5577.023926
	Iteration 25Q: 3 clusters Score -7830295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7830295.000000 Penalty: 5577.023926
	Iteration 26F: 3 clusters Score -7830295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -982516.000000 Penalty: 2282.846680
	Iteration 0F: 2 clusters Score -982516 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 4979 members 
Entering Unmasked Estep 
Score: -975007.000000 Penalty: 4565.693359
	Iteration 0F: 3 clusters Score -975007 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -977360.187500 Penalty: 4565.693359
	Iteration 1F: 3 clusters Score -977360.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -977793.187500 Penalty: 4565.693359
	Iteration 2F: 3 clusters Score -977793.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -978168.500000 Penalty: 4565.693359
	Iteration 3F: 3 clusters Score -978168.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -978609.062500 Penalty: 4565.693359
	Iteration 4F: 3 clusters Score -978609.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -979105.000000 Penalty: 4565.693359
	Iteration 5F: 3 clusters Score -979105 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -979615.687500 Penalty: 4565.693359
	Iteration 6F: 3 clusters Score -979615.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -980010.250000 Penalty: 4565.693359
	Iteration 7F: 3 clusters Score -980010.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -980323.062500 Penalty: 4565.693359
	Iteration 8Q: 3 clusters Score -980323.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -980576.375000 Penalty: 4565.693359
	Iteration 9Q: 3 clusters Score -980576.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -980768.562500 Penalty: 4565.693359
	Iteration 10Q: 3 clusters Score -980768.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -980905.625000 Penalty: 4565.693359
	Iteration 11Q: 3 clusters Score -980905.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -981004.062500 Penalty: 4565.693359
	Iteration 12Q: 3 clusters Score -981004.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -981100.750000 Penalty: 4565.693359
	Iteration 13Q: 3 clusters Score -981100.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -981165.062500 Penalty: 4565.693359
	Iteration 14Q: 3 clusters Score -981165.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -981207.062500 Penalty: 4565.693359
	Iteration 15Q: 3 clusters Score -981207.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -981243.937500 Penalty: 4565.693359
	Iteration 16Q: 3 clusters Score -981243.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -981276.937500 Penalty: 4565.693359
	Iteration 17Q: 3 clusters Score -981276.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -981302.875000 Penalty: 4565.693359
	Iteration 18Q: 3 clusters Score -981302.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -981328.875000 Penalty: 4565.693359
	Iteration 19Q: 3 clusters Score -981328.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -981353.937500 Penalty: 4565.693359
	Iteration 20F: 3 clusters Score -981353.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -981376.625000 Penalty: 4565.693359
	Iteration 21Q: 3 clusters Score -981376.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -981397.750000 Penalty: 4565.693359
	Iteration 22Q: 3 clusters Score -981397.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -981413.187500 Penalty: 4565.693359
	Iteration 23Q: 3 clusters Score -981413.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -981434.187500 Penalty: 4565.693359
	Iteration 24Q: 3 clusters Score -981434.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -981457.562500 Penalty: 4565.693359
	Iteration 25Q: 3 clusters Score -981457.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -981472.312500 Penalty: 4565.693359
	Iteration 26Q: 3 clusters Score -981472.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -981480.250000 Penalty: 4565.693359
	Iteration 27Q: 3 clusters Score -981480.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -981489.937500 Penalty: 4565.693359
	Iteration 28Q: 3 clusters Score -981489.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -981496.812500 Penalty: 4565.693359
	Iteration 29Q: 3 clusters Score -981496.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -981502.375000 Penalty: 4565.693359
	Iteration 30Q: 3 clusters Score -981502.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -981511.437500 Penalty: 4565.693359
	Iteration 31Q: 3 clusters Score -981511.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -981519.062500 Penalty: 4565.693359
	Iteration 32Q: 3 clusters Score -981519.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -981524.937500 Penalty: 4565.693359
	Iteration 33Q: 3 clusters Score -981524.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -981528.187500 Penalty: 4565.693359
	Iteration 34Q: 3 clusters Score -981528.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -981536.937500 Penalty: 4565.693359
	Iteration 35Q: 3 clusters Score -981536.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -981547.625000 Penalty: 4565.693359
	Iteration 36Q: 3 clusters Score -981547.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -981552.437500 Penalty: 4565.693359
	Iteration 37Q: 3 clusters Score -981552.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -981557.562500 Penalty: 4565.693359
	Iteration 38Q: 3 clusters Score -981557.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -981565.125000 Penalty: 4565.693359
	Iteration 39Q: 3 clusters Score -981565.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -981569.562500 Penalty: 4565.693359
	Iteration 40F: 3 clusters Score -981569.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -981575.312500 Penalty: 4565.693359
	Iteration 41Q: 3 clusters Score -981575.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -981581.750000 Penalty: 4565.693359
	Iteration 42Q: 3 clusters Score -981581.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -981586.500000 Penalty: 4565.693359
	Iteration 43Q: 3 clusters Score -981586.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -981593.687500 Penalty: 4565.693359
	Iteration 44Q: 3 clusters Score -981593.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -981596.375000 Penalty: 4565.693359
	Iteration 45Q: 3 clusters Score -981596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -981599.500000 Penalty: 4565.693359
	Iteration 46Q: 3 clusters Score -981599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -981601.375000 Penalty: 4565.693359
	Iteration 47Q: 3 clusters Score -981601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -981603.500000 Penalty: 4565.693359
	Iteration 48Q: 3 clusters Score -981603.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -981607.687500 Penalty: 4565.693359
	Iteration 49Q: 3 clusters Score -981607.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -981607.375000 Penalty: 4565.693359
	Iteration 50Q: 3 clusters Score -981607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -981608.500000 Penalty: 4565.693359
	Iteration 51Q: 3 clusters Score -981608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -981608.625000 Penalty: 4565.693359
	Iteration 52Q: 3 clusters Score -981608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -981610.625000 Penalty: 4565.693359
	Iteration 53Q: 3 clusters Score -981610.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -981612.500000 Penalty: 4565.693359
	Iteration 54Q: 3 clusters Score -981612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -981614.312500 Penalty: 4565.693359
	Iteration 55Q: 3 clusters Score -981614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -981617.562500 Penalty: 4565.693359
	Iteration 56Q: 3 clusters Score -981617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -981617.625000 Penalty: 4565.693359
	Iteration 57Q: 3 clusters Score -981617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -981618.125000 Penalty: 4565.693359
	Iteration 58Q: 3 clusters Score -981618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -981620.312500 Penalty: 4565.693359
	Iteration 59Q: 3 clusters Score -981620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -981618.250000 Penalty: 4565.693359
	Iteration 60F: 3 clusters Score -981618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -981621.125000 Penalty: 4565.693359
	Iteration 61Q: 3 clusters Score -981621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -981623.625000 Penalty: 4565.693359
	Iteration 62Q: 3 clusters Score -981623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -981624.312500 Penalty: 4565.693359
	Iteration 63Q: 3 clusters Score -981624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -981623.750000 Penalty: 4565.693359
	Iteration 64Q: 3 clusters Score -981623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -981624.375000 Penalty: 4565.693359
	Iteration 65Q: 3 clusters Score -981624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -981624.937500 Penalty: 4565.693359
	Iteration 66Q: 3 clusters Score -981624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -981625.250000 Penalty: 4565.693359
	Iteration 67Q: 3 clusters Score -981625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -981627.250000 Penalty: 4565.693359
	Iteration 68Q: 3 clusters Score -981627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -981628.062500 Penalty: 4565.693359
	Iteration 69Q: 3 clusters Score -981628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -981627.625000 Penalty: 4565.693359
	Iteration 70Q: 3 clusters Score -981627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -981628.687500 Penalty: 4565.693359
	Iteration 71Q: 3 clusters Score -981628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -981626.562500 Penalty: 4565.693359
	Iteration 72Q: 3 clusters Score -981626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -981627.062500 Penalty: 4565.693359
	Iteration 73Q: 3 clusters Score -981627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -981628.187500 Penalty: 4565.693359
	Iteration 74Q: 3 clusters Score -981628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -981628.562500 Penalty: 4565.693359
	Iteration 75Q: 3 clusters Score -981628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -981630.312500 Penalty: 4565.693359
	Iteration 76Q: 3 clusters Score -981630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -981631.750000 Penalty: 4565.693359
	Iteration 77Q: 3 clusters Score -981631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -981632.875000 Penalty: 4565.693359
	Iteration 78Q: 3 clusters Score -981632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -981636.437500 Penalty: 4565.693359
	Iteration 79Q: 3 clusters Score -981636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -981637.500000 Penalty: 4565.693359
	Iteration 80F: 3 clusters Score -981637.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -981635.937500 Penalty: 4565.693359
	Iteration 81Q: 3 clusters Score -981635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -981636.937500 Penalty: 4565.693359
	Iteration 82Q: 3 clusters Score -981636.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -981639.812500 Penalty: 4565.693359
	Iteration 83Q: 3 clusters Score -981639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -981640.000000 Penalty: 4565.693359
	Iteration 84Q: 3 clusters Score -981640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -981640.375000 Penalty: 4565.693359
	Iteration 85Q: 3 clusters Score -981640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -981642.125000 Penalty: 4565.693359
	Iteration 86Q: 3 clusters Score -981642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -981645.000000 Penalty: 4565.693359
	Iteration 87Q: 3 clusters Score -981645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -981644.187500 Penalty: 4565.693359
	Iteration 88Q: 3 clusters Score -981644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -981648.375000 Penalty: 4565.693359
	Iteration 89Q: 3 clusters Score -981648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -981647.062500 Penalty: 4565.693359
	Iteration 90Q: 3 clusters Score -981647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -981649.312500 Penalty: 4565.693359
	Iteration 91Q: 3 clusters Score -981649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -981650.750000 Penalty: 4565.693359
	Iteration 92Q: 3 clusters Score -981650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -981653.062500 Penalty: 4565.693359
	Iteration 93Q: 3 clusters Score -981653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -981653.187500 Penalty: 4565.693359
	Iteration 94Q: 3 clusters Score -981653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -981652.562500 Penalty: 4565.693359
	Iteration 95Q: 3 clusters Score -981652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -981653.625000 Penalty: 4565.693359
	Iteration 96Q: 3 clusters Score -981653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -981654.000000 Penalty: 4565.693359
	Iteration 97Q: 3 clusters Score -981654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -981652.875000 Penalty: 4565.693359
	Iteration 98Q: 3 clusters Score -981652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -981652.750000 Penalty: 4565.693359
	Iteration 99Q: 3 clusters Score -981652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -981652.875000 Penalty: 4565.693359
	Iteration 100F: 3 clusters Score -981652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -981654.187500 Penalty: 4565.693359
	Iteration 101Q: 3 clusters Score -981654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -981654.187500 Penalty: 4565.693359
	Iteration 102F: 3 clusters Score -981654.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -347614.781250 Penalty: 2024.586792
	Iteration 0F: 2 clusters Score -347614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -344038.687500 Penalty: 4049.173584
	Iteration 0F: 3 clusters Score -344038.7 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -344928.906250 Penalty: 4049.173584
	Iteration 1F: 3 clusters Score -344928.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -345228.812500 Penalty: 4049.173584
	Iteration 2F: 3 clusters Score -345228.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -345438.781250 Penalty: 4049.173584
	Iteration 3F: 3 clusters Score -345438.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -345651.156250 Penalty: 4049.173584
	Iteration 4F: 3 clusters Score -345651.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -345870.031250 Penalty: 4049.173584
	Iteration 5F: 3 clusters Score -345870 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -346079.812500 Penalty: 4049.173584
	Iteration 6Q: 3 clusters Score -346079.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -346327.531250 Penalty: 4049.173584
	Iteration 7Q: 3 clusters Score -346327.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -346560.437500 Penalty: 4049.173584
	Iteration 8Q: 3 clusters Score -346560.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -346700.437500 Penalty: 4049.173584
	Iteration 9Q: 3 clusters Score -346700.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -346759.343750 Penalty: 4049.173584
	Iteration 10Q: 3 clusters Score -346759.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -346789.343750 Penalty: 4049.173584
	Iteration 11Q: 3 clusters Score -346789.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -346807.125000 Penalty: 4049.173584
	Iteration 12Q: 3 clusters Score -346807.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346826.906250 Penalty: 4049.173584
	Iteration 13Q: 3 clusters Score -346826.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -346837.437500 Penalty: 4049.173584
	Iteration 14Q: 3 clusters Score -346837.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -346842.031250 Penalty: 4049.173584
	Iteration 15Q: 3 clusters Score -346842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -346845.812500 Penalty: 4049.173584
	Iteration 16Q: 3 clusters Score -346845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -346847.000000 Penalty: 4049.173584
	Iteration 17Q: 3 clusters Score -346847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346849.812500 Penalty: 4049.173584
	Iteration 18Q: 3 clusters Score -346849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -346850.500000 Penalty: 4049.173584
	Iteration 19Q: 3 clusters Score -346850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346850.718750 Penalty: 4049.173584
	Iteration 20F: 3 clusters Score -346850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346850.843750 Penalty: 4049.173584
	Iteration 21Q: 3 clusters Score -346850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346853.406250 Penalty: 4049.173584
	Iteration 22Q: 3 clusters Score -346853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -346855.062500 Penalty: 4049.173584
	Iteration 23Q: 3 clusters Score -346855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -346858.343750 Penalty: 4049.173584
	Iteration 24Q: 3 clusters Score -346858.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -346858.625000 Penalty: 4049.173584
	Iteration 25Q: 3 clusters Score -346858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -346858.937500 Penalty: 4049.173584
	Iteration 26Q: 3 clusters Score -346858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -346859.718750 Penalty: 4049.173584
	Iteration 27Q: 3 clusters Score -346859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -346859.718750 Penalty: 4049.173584
	Iteration 28F: 3 clusters Score -346859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -402280.687500 Penalty: 2074.282471
	Iteration 0F: 2 clusters Score -402280.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -398220.187500 Penalty: 4148.564941
	Iteration 0F: 3 clusters Score -398220.2 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -399312.781250 Penalty: 4148.564941
	Iteration 1F: 3 clusters Score -399312.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -399696.437500 Penalty: 4148.564941
	Iteration 2F: 3 clusters Score -399696.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -400055.187500 Penalty: 4148.564941
	Iteration 3F: 3 clusters Score -400055.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -400328.562500 Penalty: 4148.564941
	Iteration 4F: 3 clusters Score -400328.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -400565.687500 Penalty: 4148.564941
	Iteration 5F: 3 clusters Score -400565.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -400724.718750 Penalty: 4148.564941
	Iteration 6Q: 3 clusters Score -400724.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400821.843750 Penalty: 4148.564941
	Iteration 7Q: 3 clusters Score -400821.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -400884.000000 Penalty: 4148.564941
	Iteration 8Q: 3 clusters Score -400884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -400928.812500 Penalty: 4148.564941
	Iteration 9Q: 3 clusters Score -400928.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -400961.406250 Penalty: 4148.564941
	Iteration 10Q: 3 clusters Score -400961.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -400988.875000 Penalty: 4148.564941
	Iteration 11Q: 3 clusters Score -400988.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -401012.843750 Penalty: 4148.564941
	Iteration 12Q: 3 clusters Score -401012.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -401032.125000 Penalty: 4148.564941
	Iteration 13Q: 3 clusters Score -401032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -401048.250000 Penalty: 4148.564941
	Iteration 14Q: 3 clusters Score -401048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -401054.906250 Penalty: 4148.564941
	Iteration 15Q: 3 clusters Score -401054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -401060.000000 Penalty: 4148.564941
	Iteration 16Q: 3 clusters Score -401060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -401069.718750 Penalty: 4148.564941
	Iteration 17Q: 3 clusters Score -401069.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -401079.906250 Penalty: 4148.564941
	Iteration 18Q: 3 clusters Score -401079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -401085.062500 Penalty: 4148.564941
	Iteration 19Q: 3 clusters Score -401085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -401091.531250 Penalty: 4148.564941
	Iteration 20F: 3 clusters Score -401091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -401095.031250 Penalty: 4148.564941
	Iteration 21Q: 3 clusters Score -401095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -401098.156250 Penalty: 4148.564941
	Iteration 22Q: 3 clusters Score -401098.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -401100.968750 Penalty: 4148.564941
	Iteration 23Q: 3 clusters Score -401101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -401103.468750 Penalty: 4148.564941
	Iteration 24Q: 3 clusters Score -401103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -401104.843750 Penalty: 4148.564941
	Iteration 25Q: 3 clusters Score -401104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -401106.468750 Penalty: 4148.564941
	Iteration 26Q: 3 clusters Score -401106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -401106.968750 Penalty: 4148.564941
	Iteration 27Q: 3 clusters Score -401107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -401106.968750 Penalty: 4148.564941
	Iteration 28F: 3 clusters Score -401107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -123096.718750 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -123096.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120961.765625 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -120961.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121741.070312 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -121741.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122296.046875 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -122296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122771.625000 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -122771.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123006.062500 Penalty: 3592.072998
	Iteration 4F: 3 clusters Score -123006.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123224.156250 Penalty: 3592.072998
	Iteration 5F: 3 clusters Score -123224.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -123405.882812 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -123405.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123527.695312 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -123527.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -123680.203125 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -123680.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123813.679688 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -123813.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123899.898438 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -123899.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123985.039062 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -123985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124134.781250 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -124134.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -124374.007812 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -124374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124885.992188 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -124886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125210.882812 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -125210.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125324.429688 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -125324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125327.156250 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -125327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125333.593750 Penalty: 3592.072998
	Iteration 18F: 3 clusters Score -125333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125338.265625 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -125338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125338.265625 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -125338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 23202 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 2536 members 
Mstep: Class 57 contains 7305 members 
Mstep: Class 58 contains 513 members 
Entering Unmasked Estep 
Score: -96206184.000000 Penalty: 198662.531250
Splitting cluster 37 changes total score from -96202504.000000 to -96206184.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 38 (23202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Entering Unmasked Estep 
Score: -2144224.000000 Penalty: 2492.894287
	Iteration 0F: 2 clusters Score -2144224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2128089.750000 Penalty: 4985.788574
	Iteration 0F: 3 clusters Score -2128090 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2134025.250000 Penalty: 4985.788574
	Iteration 1F: 3 clusters Score -2134025 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2135095.250000 Penalty: 4985.788574
	Iteration 2F: 3 clusters Score -2135095 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2136401.000000 Penalty: 4985.788574
	Iteration 3F: 3 clusters Score -2136401 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2137705.000000 Penalty: 4985.788574
	Iteration 4F: 3 clusters Score -2137705 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2138794.000000 Penalty: 4985.788574
	Iteration 5F: 3 clusters Score -2138794 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2139777.500000 Penalty: 4985.788574
	Iteration 6F: 3 clusters Score -2139778 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2140645.750000 Penalty: 4985.788574
	Iteration 7F: 3 clusters Score -2140646 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2141335.000000 Penalty: 4985.788574
	Iteration 8Q: 3 clusters Score -2141335 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2141973.000000 Penalty: 4985.788574
	Iteration 9Q: 3 clusters Score -2141973 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2142577.750000 Penalty: 4985.788574
	Iteration 10Q: 3 clusters Score -2142578 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2143125.000000 Penalty: 4985.788574
	Iteration 11Q: 3 clusters Score -2143125 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2143548.500000 Penalty: 4985.788574
	Iteration 12Q: 3 clusters Score -2143548 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2143822.750000 Penalty: 4985.788574
	Iteration 13Q: 3 clusters Score -2143823 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2143996.000000 Penalty: 4985.788574
	Iteration 14Q: 3 clusters Score -2143996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2144101.250000 Penalty: 4985.788574
	Iteration 15Q: 3 clusters Score -2144101 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2144164.750000 Penalty: 4985.788574
	Iteration 16Q: 3 clusters Score -2144165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2144224.750000 Penalty: 4985.788574
	Iteration 17Q: 3 clusters Score -2144225 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2144262.000000 Penalty: 4985.788574
	Iteration 18Q: 3 clusters Score -2144262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2144293.000000 Penalty: 4985.788574
	Iteration 19Q: 3 clusters Score -2144293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2144315.000000 Penalty: 4985.788574
	Iteration 20F: 3 clusters Score -2144315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2144336.500000 Penalty: 4985.788574
	Iteration 21Q: 3 clusters Score -2144336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2144346.750000 Penalty: 4985.788574
	Iteration 22Q: 3 clusters Score -2144347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2144354.250000 Penalty: 4985.788574
	Iteration 23Q: 3 clusters Score -2144354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2144359.500000 Penalty: 4985.788574
	Iteration 24Q: 3 clusters Score -2144360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2144356.750000 Penalty: 4985.788574
	Iteration 25Q: 3 clusters Score -2144357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2144362.250000 Penalty: 4985.788574
	Iteration 26Q: 3 clusters Score -2144362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2144369.250000 Penalty: 4985.788574
	Iteration 27Q: 3 clusters Score -2144369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2144372.750000 Penalty: 4985.788574
	Iteration 28Q: 3 clusters Score -2144373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2144374.750000 Penalty: 4985.788574
	Iteration 29Q: 3 clusters Score -2144375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2144378.500000 Penalty: 4985.788574
	Iteration 30Q: 3 clusters Score -2144378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2144387.250000 Penalty: 4985.788574
	Iteration 31Q: 3 clusters Score -2144387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2144384.750000 Penalty: 4985.788574
	Iteration 32Q: 3 clusters Score -2144385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2144389.000000 Penalty: 4985.788574
	Iteration 33Q: 3 clusters Score -2144389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2144386.500000 Penalty: 4985.788574
	Iteration 34Q: 3 clusters Score -2144386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2144386.750000 Penalty: 4985.788574
	Iteration 35Q: 3 clusters Score -2144387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2144385.500000 Penalty: 4985.788574
	Iteration 36Q: 3 clusters Score -2144386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2144387.750000 Penalty: 4985.788574
	Iteration 37Q: 3 clusters Score -2144388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2144387.750000 Penalty: 4985.788574
	Iteration 38F: 3 clusters Score -2144388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 2536 members 
Mstep: Class 57 contains 7305 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 20983 members 
Entering Unmasked Estep 
Score: -96205456.000000 Penalty: 202087.734375
Splitting cluster 38 changes total score from -96202504.000000 to -96205456.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 39 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -300739.156250 Penalty: 2004.205811
	Iteration 0F: 2 clusters Score -300739.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -297319.343750 Penalty: 4008.411621
	Iteration 0F: 3 clusters Score -297319.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -298217.781250 Penalty: 4008.411621
	Iteration 1F: 3 clusters Score -298217.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -298580.250000 Penalty: 4008.411621
	Iteration 2F: 3 clusters Score -298580.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -298864.437500 Penalty: 4008.411621
	Iteration 3F: 3 clusters Score -298864.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -299127.906250 Penalty: 4008.411621
	Iteration 4F: 3 clusters Score -299127.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -299322.062500 Penalty: 4008.411621
	Iteration 5Q: 3 clusters Score -299322.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -299476.218750 Penalty: 4008.411621
	Iteration 6Q: 3 clusters Score -299476.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -299605.125000 Penalty: 4008.411621
	Iteration 7Q: 3 clusters Score -299605.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -299722.187500 Penalty: 4008.411621
	Iteration 8Q: 3 clusters Score -299722.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -299840.250000 Penalty: 4008.411621
	Iteration 9Q: 3 clusters Score -299840.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -299958.187500 Penalty: 4008.411621
	Iteration 10Q: 3 clusters Score -299958.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -300086.687500 Penalty: 4008.411621
	Iteration 11Q: 3 clusters Score -300086.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -300237.531250 Penalty: 4008.411621
	Iteration 12Q: 3 clusters Score -300237.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -300389.531250 Penalty: 4008.411621
	Iteration 13Q: 3 clusters Score -300389.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -300490.218750 Penalty: 4008.411621
	Iteration 14Q: 3 clusters Score -300490.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -300574.281250 Penalty: 4008.411621
	Iteration 15Q: 3 clusters Score -300574.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -300643.406250 Penalty: 4008.411621
	Iteration 16Q: 3 clusters Score -300643.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -300697.187500 Penalty: 4008.411621
	Iteration 17Q: 3 clusters Score -300697.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -300726.593750 Penalty: 4008.411621
	Iteration 18Q: 3 clusters Score -300726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -300743.562500 Penalty: 4008.411621
	Iteration 19Q: 3 clusters Score -300743.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -300759.750000 Penalty: 4008.411621
	Iteration 20F: 3 clusters Score -300759.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -300766.500000 Penalty: 4008.411621
	Iteration 21Q: 3 clusters Score -300766.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -300774.406250 Penalty: 4008.411621
	Iteration 22Q: 3 clusters Score -300774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -300781.906250 Penalty: 4008.411621
	Iteration 23Q: 3 clusters Score -300781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -300785.593750 Penalty: 4008.411621
	Iteration 24Q: 3 clusters Score -300785.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -300791.718750 Penalty: 4008.411621
	Iteration 25Q: 3 clusters Score -300791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -300796.218750 Penalty: 4008.411621
	Iteration 26Q: 3 clusters Score -300796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -300797.218750 Penalty: 4008.411621
	Iteration 27Q: 3 clusters Score -300797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -300797.906250 Penalty: 4008.411621
	Iteration 28Q: 3 clusters Score -300797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -300799.718750 Penalty: 4008.411621
	Iteration 29Q: 3 clusters Score -300799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -300800.250000 Penalty: 4008.411621
	Iteration 30Q: 3 clusters Score -300800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -300800.250000 Penalty: 4008.411621
	Iteration 31F: 3 clusters Score -300800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 978 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 849 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 2536 members 
Mstep: Class 57 contains 7305 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 20983 members 
Mstep: Class 60 contains 2256 members 
Entering Unmasked Estep 
Score: -96204176.000000 Penalty: 205512.953125
Splitting cluster 39 changes total score from -96202504.000000 to -96204176.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 40 (3918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Entering Unmasked Estep 
Score: -385436.656250 Penalty: 2051.787354
	Iteration 0F: 2 clusters Score -385436.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -381526.312500 Penalty: 4103.574707
	Iteration 0F: 3 clusters Score -381526.3 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -382377.718750 Penalty: 4103.574707
	Iteration 1F: 3 clusters Score -382377.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -382549.625000 Penalty: 4103.574707
	Iteration 2F: 3 clusters Score -382549.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382646.750000 Penalty: 4103.574707
	Iteration 3Q: 3 clusters Score -382646.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -382715.781250 Penalty: 4103.574707
	Iteration 4Q: 3 clusters Score -382715.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -382768.718750 Penalty: 4103.574707
	Iteration 5Q: 3 clusters Score -382768.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -382806.531250 Penalty: 4103.574707
	Iteration 6Q: 3 clusters Score -382806.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -382830.687500 Penalty: 4103.574707
	Iteration 7Q: 3 clusters Score -382830.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -382851.312500 Penalty: 4103.574707
	Iteration 8Q: 3 clusters Score -382851.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -382878.000000 Penalty: 4103.574707
	Iteration 9Q: 3 clusters Score -382878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -382901.156250 Penalty: 4103.574707
	Iteration 10Q: 3 clusters Score -382901.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -382921.937500 Penalty: 4103.574707
	Iteration 11Q: 3 clusters Score -382921.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -382936.593750 Penalty: 4103.574707
	Iteration 12Q: 3 clusters Score -382936.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -382950.031250 Penalty: 4103.574707
	Iteration 13Q: 3 clusters Score -382950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -382959.812500 Penalty: 4103.574707
	Iteration 14Q: 3 clusters Score -382959.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -382967.062500 Penalty: 4103.574707
	Iteration 15Q: 3 clusters Score -382967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -382969.125000 Penalty: 4103.574707
	Iteration 16Q: 3 clusters Score -382969.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -382972.437500 Penalty: 4103.574707
	Iteration 17Q: 3 clusters Score -382972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382974.031250 Penalty: 4103.574707
	Iteration 18Q: 3 clusters Score -382974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -382974.687500 Penalty: 4103.574707
	Iteration 19Q: 3 clusters Score -382974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -382976.125000 Penalty: 4103.574707
	Iteration 20F: 3 clusters Score -382976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -382976.937500 Penalty: 4103.574707
	Iteration 21Q: 3 clusters Score -382976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -382976.937500 Penalty: 4103.574707
	Iteration 22F: 3 clusters Score -382976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -638489.875000 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -638489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -632122.875000 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -632122.9 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -634399.812500 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -634399.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -635110.562500 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -635110.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -635717.125000 Penalty: 4456.097168
	Iteration 3F: 3 clusters Score -635717.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -636172.250000 Penalty: 4456.097168
	Iteration 4F: 3 clusters Score -636172.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -636490.687500 Penalty: 4456.097168
	Iteration 5F: 3 clusters Score -636490.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -636727.750000 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -636727.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -636897.375000 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -636897.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -637006.375000 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -637006.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -637100.312500 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -637100.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -637178.375000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -637178.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -637251.375000 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -637251.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -637312.062500 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -637312.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -637358.500000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -637358.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -637396.750000 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -637396.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -637431.125000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -637431.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -637462.875000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -637462.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -637495.250000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -637495.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -637523.937500 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -637523.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -637554.375000 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -637554.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -637575.000000 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -637575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -637607.062500 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -637607.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -637646.437500 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -637646.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -637683.875000 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -637683.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -637720.250000 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -637720.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -637763.500000 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -637763.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -637805.062500 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -637805.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -637836.375000 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -637836.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -637856.625000 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -637856.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -637871.062500 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -637871.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -637892.375000 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -637892.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -637916.500000 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -637916.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -637939.062500 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -637939.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -637957.562500 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -637957.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -637974.312500 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -637974.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -637984.187500 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -637984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -637992.812500 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -637992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -637997.562500 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -637997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -638000.625000 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -638000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -638001.812500 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -638001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -638002.125000 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -638002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -638002.500000 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -638002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -638004.250000 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -638004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -638005.625000 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -638005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -638007.312500 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -638007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -638008.812500 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -638008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -638011.062500 Penalty: 4456.097168
	Iteration 46Q: 3 clusters Score -638011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -638012.750000 Penalty: 4456.097168
	Iteration 47Q: 3 clusters Score -638012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -638014.187500 Penalty: 4456.097168
	Iteration 48Q: 3 clusters Score -638014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -638015.312500 Penalty: 4456.097168
	Iteration 49Q: 3 clusters Score -638015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -638016.687500 Penalty: 4456.097168
	Iteration 50Q: 3 clusters Score -638016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -638018.750000 Penalty: 4456.097168
	Iteration 51Q: 3 clusters Score -638018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -638021.375000 Penalty: 4456.097168
	Iteration 52Q: 3 clusters Score -638021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -638021.250000 Penalty: 4456.097168
	Iteration 53Q: 3 clusters Score -638021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -638021.687500 Penalty: 4456.097168
	Iteration 54Q: 3 clusters Score -638021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -638022.250000 Penalty: 4456.097168
	Iteration 55Q: 3 clusters Score -638022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -638022.250000 Penalty: 4456.097168
	Iteration 56F: 3 clusters Score -638022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (31557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Entering Unmasked Estep 
Score: -3151617.250000 Penalty: 2569.168457
	Iteration 0F: 2 clusters Score -3151617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3129921.000000 Penalty: 5138.336914
	Iteration 0F: 3 clusters Score -3129921 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3137725.250000 Penalty: 5138.336914
	Iteration 1F: 3 clusters Score -3137725 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3138160.250000 Penalty: 5138.336914
	Iteration 2Q: 3 clusters Score -3138160 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3138554.750000 Penalty: 5138.336914
	Iteration 3Q: 3 clusters Score -3138555 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3138984.750000 Penalty: 5138.336914
	Iteration 4Q: 3 clusters Score -3138985 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3139453.500000 Penalty: 5138.336914
	Iteration 5Q: 3 clusters Score -3139454 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3140137.500000 Penalty: 5138.336914
	Iteration 6Q: 3 clusters Score -3140138 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3141122.750000 Penalty: 5138.336914
	Iteration 7F: 3 clusters Score -3141123 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3142455.500000 Penalty: 5138.336914
	Iteration 8F: 3 clusters Score -3142456 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3144104.000000 Penalty: 5138.336914
	Iteration 9F: 3 clusters Score -3144104 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3145833.000000 Penalty: 5138.336914
	Iteration 10F: 3 clusters Score -3145833 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3147156.500000 Penalty: 5138.336914
	Iteration 11Q: 3 clusters Score -3147156 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3148147.250000 Penalty: 5138.336914
	Iteration 12Q: 3 clusters Score -3148147 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3148696.500000 Penalty: 5138.336914
	Iteration 13Q: 3 clusters Score -3148696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3148995.250000 Penalty: 5138.336914
	Iteration 14Q: 3 clusters Score -3148995 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3149164.750000 Penalty: 5138.336914
	Iteration 15Q: 3 clusters Score -3149165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3149253.750000 Penalty: 5138.336914
	Iteration 16Q: 3 clusters Score -3149254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3149306.500000 Penalty: 5138.336914
	Iteration 17Q: 3 clusters Score -3149306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3149336.500000 Penalty: 5138.336914
	Iteration 18Q: 3 clusters Score -3149336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3149362.500000 Penalty: 5138.336914
	Iteration 19Q: 3 clusters Score -3149362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3149405.750000 Penalty: 5138.336914
	Iteration 20F: 3 clusters Score -3149406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3149420.500000 Penalty: 5138.336914
	Iteration 21Q: 3 clusters Score -3149420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3149426.250000 Penalty: 5138.336914
	Iteration 22Q: 3 clusters Score -3149426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3149431.500000 Penalty: 5138.336914
	Iteration 23Q: 3 clusters Score -3149432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3149436.500000 Penalty: 5138.336914
	Iteration 24Q: 3 clusters Score -3149436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3149433.500000 Penalty: 5138.336914
	Iteration 25Q: 3 clusters Score -3149434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3149433.500000 Penalty: 5138.336914
	Iteration 26Q: 3 clusters Score -3149434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3149435.500000 Penalty: 5138.336914
	Iteration 27Q: 3 clusters Score -3149436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3149434.500000 Penalty: 5138.336914
	Iteration 28Q: 3 clusters Score -3149434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3149439.750000 Penalty: 5138.336914
	Iteration 29Q: 3 clusters Score -3149440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3149445.500000 Penalty: 5138.336914
	Iteration 30Q: 3 clusters Score -3149446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3149446.750000 Penalty: 5138.336914
	Iteration 31Q: 3 clusters Score -3149447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3149444.750000 Penalty: 5138.336914
	Iteration 32Q: 3 clusters Score -3149445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3149444.750000 Penalty: 5138.336914
	Iteration 33Q: 3 clusters Score -3149445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3149445.500000 Penalty: 5138.336914
	Iteration 34Q: 3 clusters Score -3149446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3149445.500000 Penalty: 5138.336914
	Iteration 35F: 3 clusters Score -3149446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -177710.140625 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -177710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175177.734375 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -175177.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175668.093750 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -175668.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175837.390625 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -175837.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175965.265625 Penalty: 3738.565186
	Iteration 3F: 3 clusters Score -175965.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176067.406250 Penalty: 3738.565186
	Iteration 4Q: 3 clusters Score -176067.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176159.468750 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -176159.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176227.562500 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -176227.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176269.656250 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -176269.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176297.187500 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -176297.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176317.218750 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -176317.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176330.812500 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -176330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176336.015625 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -176336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -176341.984375 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -176342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176347.828125 Penalty: 3738.565186
	Iteration 13Q: 3 clusters Score -176347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176351.468750 Penalty: 3738.565186
	Iteration 14Q: 3 clusters Score -176351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176355.015625 Penalty: 3738.565186
	Iteration 15Q: 3 clusters Score -176355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176360.625000 Penalty: 3738.565186
	Iteration 16Q: 3 clusters Score -176360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176364.546875 Penalty: 3738.565186
	Iteration 17Q: 3 clusters Score -176364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176366.890625 Penalty: 3738.565186
	Iteration 18Q: 3 clusters Score -176366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176367.593750 Penalty: 3738.565186
	Iteration 19Q: 3 clusters Score -176367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -176370.406250 Penalty: 3738.565186
	Iteration 20F: 3 clusters Score -176370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176372.265625 Penalty: 3738.565186
	Iteration 21Q: 3 clusters Score -176372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176373.171875 Penalty: 3738.565186
	Iteration 22Q: 3 clusters Score -176373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176374.140625 Penalty: 3738.565186
	Iteration 23Q: 3 clusters Score -176374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176376.140625 Penalty: 3738.565186
	Iteration 24Q: 3 clusters Score -176376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176377.796875 Penalty: 3738.565186
	Iteration 25Q: 3 clusters Score -176377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176377.796875 Penalty: 3738.565186
	Iteration 26F: 3 clusters Score -176377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -243602.015625 Penalty: 1927.433716
	Iteration 0F: 2 clusters Score -243602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -240727.218750 Penalty: 3854.867432
	Iteration 0F: 3 clusters Score -240727.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -241258.375000 Penalty: 3854.867432
	Iteration 1F: 3 clusters Score -241258.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -241383.390625 Penalty: 3854.867432
	Iteration 2F: 3 clusters Score -241383.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -241438.078125 Penalty: 3854.867432
	Iteration 3Q: 3 clusters Score -241438.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241489.937500 Penalty: 3854.867432
	Iteration 4Q: 3 clusters Score -241489.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -241528.421875 Penalty: 3854.867432
	Iteration 5Q: 3 clusters Score -241528.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -241550.125000 Penalty: 3854.867432
	Iteration 6Q: 3 clusters Score -241550.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241560.859375 Penalty: 3854.867432
	Iteration 7Q: 3 clusters Score -241560.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -241566.078125 Penalty: 3854.867432
	Iteration 8Q: 3 clusters Score -241566.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -241572.234375 Penalty: 3854.867432
	Iteration 9Q: 3 clusters Score -241572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -241581.312500 Penalty: 3854.867432
	Iteration 10Q: 3 clusters Score -241581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -241586.109375 Penalty: 3854.867432
	Iteration 11Q: 3 clusters Score -241586.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -241592.734375 Penalty: 3854.867432
	Iteration 12Q: 3 clusters Score -241592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -241597.921875 Penalty: 3854.867432
	Iteration 13Q: 3 clusters Score -241597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -241600.703125 Penalty: 3854.867432
	Iteration 14Q: 3 clusters Score -241600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -241602.796875 Penalty: 3854.867432
	Iteration 15Q: 3 clusters Score -241602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -241603.906250 Penalty: 3854.867432
	Iteration 16Q: 3 clusters Score -241603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -241605.656250 Penalty: 3854.867432
	Iteration 17Q: 3 clusters Score -241605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -241605.937500 Penalty: 3854.867432
	Iteration 18Q: 3 clusters Score -241605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -241606.437500 Penalty: 3854.867432
	Iteration 19Q: 3 clusters Score -241606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -241606.640625 Penalty: 3854.867432
	Iteration 20F: 3 clusters Score -241606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -241607.031250 Penalty: 3854.867432
	Iteration 21Q: 3 clusters Score -241607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -241607.031250 Penalty: 3854.867432
	Iteration 22F: 3 clusters Score -241607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -439550.750000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -439550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -435391.750000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -435391.8 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -436404.000000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -436404 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -436621.875000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -436621.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -436763.531250 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -436763.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -436873.625000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -436873.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -436956.781250 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -436956.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -437033.593750 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -437033.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -437106.062500 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -437106.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -437155.250000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -437155.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -437199.750000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -437199.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -437249.312500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -437249.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -437308.093750 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -437308.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -437378.218750 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -437378.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -437456.625000 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -437456.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -437529.968750 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -437530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -437590.531250 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -437590.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -437649.906250 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -437649.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -437713.812500 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -437713.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -437761.156250 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -437761.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -437798.187500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -437798.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -437837.375000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -437837.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -437868.875000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -437868.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -437901.656250 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -437901.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -437928.531250 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -437928.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -437954.062500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -437954.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -437972.156250 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -437972.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -437990.000000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -437990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -438004.875000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -438004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -438015.687500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -438015.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -438026.406250 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -438026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -438033.062500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -438033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -438034.156250 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -438034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -438035.812500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -438035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -438036.937500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -438036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -438037.625000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -438037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -438037.625000 Penalty: 4164.156738
	Iteration 35F: 3 clusters Score -438037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -551404.687500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -551404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -546385.500000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -546385.5 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -547807.437500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -547807.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -548303.187500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -548303.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -548692.312500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -548692.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -549043.937500 Penalty: 4301.383301
	Iteration 4F: 3 clusters Score -549043.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -549258.562500 Penalty: 4301.383301
	Iteration 5F: 3 clusters Score -549258.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -549412.375000 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -549412.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -549516.062500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -549516.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -549602.812500 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -549602.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -549657.187500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -549657.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -549720.062500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -549720.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -549778.437500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -549778.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -549832.250000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -549832.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -549892.500000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -549892.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -549932.937500 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -549932.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -549967.250000 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -549967.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -549990.937500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -549990.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -550028.562500 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -550028.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -550063.437500 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -550063.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -550086.187500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -550086.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -550106.500000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -550106.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -550118.500000 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -550118.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -550129.062500 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -550129.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -550135.937500 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -550135.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -550140.500000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -550140.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -550141.562500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -550141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -550144.625000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -550144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -550147.500000 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -550147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -550149.437500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -550149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -550151.187500 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -550151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -550151.750000 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -550151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -550152.875000 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -550152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -550153.625000 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -550153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -550153.875000 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -550153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -550155.500000 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -550155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -550155.437500 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -550155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -550155.875000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -550155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -550156.375000 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -550156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -550157.687500 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -550157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -550159.062500 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -550159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -550159.562500 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -550159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -550159.125000 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -550159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -550159.562500 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -550159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -550159.562500 Penalty: 4301.383301
	Iteration 43F: 3 clusters Score -550159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -70758.039062 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -70758.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68992.812500 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -68992.81 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69510.414062 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -69510.41 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70307.343750 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -70307.34 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71370.890625 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -71370.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72259.234375 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -72259.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73214.226562 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -73214.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73244.210938 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -73244.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73246.429688 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -73246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73246.429688 Penalty: 3345.053223
	Iteration 8F: 3 clusters Score -73246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 978 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 551 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 2536 members 
Mstep: Class 57 contains 7305 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 20983 members 
Mstep: Class 60 contains 2256 members 
Mstep: Class 61 contains 298 members 
Entering Unmasked Estep 
Score: -96204952.000000 Penalty: 208938.171875
Splitting cluster 47 changes total score from -96202504.000000 to -96204952.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 48 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -544147.625000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -544147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -539274.187500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -539274.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -540503.062500 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -540503.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -540752.937500 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -540752.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -540900.312500 Penalty: 4292.553711
	Iteration 3Q: 3 clusters Score -540900.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -541034.125000 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -541034.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -541160.125000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -541160.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541283.250000 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -541283.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -541392.312500 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -541392.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -541507.312500 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -541507.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -541605.125000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -541605.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -541680.812500 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -541680.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -541749.437500 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -541749.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -541807.750000 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -541807.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -541859.000000 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -541859 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -541899.750000 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -541899.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -541929.500000 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -541929.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -541957.000000 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -541957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -541982.750000 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -541982.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -542004.187500 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -542004.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -542027.125000 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -542027.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -542043.000000 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -542043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -542056.750000 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -542056.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -542066.375000 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -542066.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -542077.812500 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -542077.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -542086.250000 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -542086.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -542094.250000 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -542094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -542103.500000 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -542103.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -542118.687500 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -542118.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -542131.875000 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -542131.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -542148.250000 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -542148.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -542165.187500 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -542165.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -542185.937500 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -542185.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -542199.375000 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -542199.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -542212.062500 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -542212.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -542231.625000 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -542231.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -542263.000000 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -542263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -542294.000000 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -542294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -542325.562500 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -542325.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -542359.500000 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -542359.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -542390.000000 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -542390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -542411.625000 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -542411.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -542426.187500 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -542426.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -542441.562500 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -542441.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -542452.312500 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -542452.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -542465.375000 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -542465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -542475.000000 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -542475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -542482.562500 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -542482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -542493.750000 Penalty: 4292.553711
	Iteration 47Q: 3 clusters Score -542493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -542499.375000 Penalty: 4292.553711
	Iteration 48Q: 3 clusters Score -542499.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -542507.250000 Penalty: 4292.553711
	Iteration 49Q: 3 clusters Score -542507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -542508.812500 Penalty: 4292.553711
	Iteration 50Q: 3 clusters Score -542508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -542512.000000 Penalty: 4292.553711
	Iteration 51Q: 3 clusters Score -542512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -542513.250000 Penalty: 4292.553711
	Iteration 52Q: 3 clusters Score -542513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -542515.687500 Penalty: 4292.553711
	Iteration 53Q: 3 clusters Score -542515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -542517.562500 Penalty: 4292.553711
	Iteration 54Q: 3 clusters Score -542517.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -542521.500000 Penalty: 4292.553711
	Iteration 55Q: 3 clusters Score -542521.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -542526.687500 Penalty: 4292.553711
	Iteration 56Q: 3 clusters Score -542526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -542530.875000 Penalty: 4292.553711
	Iteration 57Q: 3 clusters Score -542530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -542533.875000 Penalty: 4292.553711
	Iteration 58Q: 3 clusters Score -542533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -542534.375000 Penalty: 4292.553711
	Iteration 59Q: 3 clusters Score -542534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -542534.625000 Penalty: 4292.553711
	Iteration 60F: 3 clusters Score -542534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -542534.437500 Penalty: 4292.553711
	Iteration 61Q: 3 clusters Score -542534.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -542534.437500 Penalty: 4292.553711
	Iteration 62F: 3 clusters Score -542534.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -332996.687500 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -332996.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -329088.031250 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -329088 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -330158.375000 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -330158.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -330487.750000 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -330487.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -330743.562500 Penalty: 4127.787109
	Iteration 3F: 3 clusters Score -330743.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -330930.531250 Penalty: 4127.787109
	Iteration 4F: 3 clusters Score -330930.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -331098.875000 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -331098.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -331221.187500 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -331221.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -331333.437500 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -331333.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -331425.968750 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -331426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -331491.187500 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -331491.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -331567.781250 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -331567.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -331625.968750 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -331626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -331682.843750 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -331682.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -331725.000000 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -331725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -331753.937500 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -331753.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -331770.062500 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -331770.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -331780.000000 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -331780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -331786.468750 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -331786.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -331794.687500 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -331794.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -331806.437500 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -331806.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -331817.906250 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -331817.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -331829.968750 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -331830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -331844.437500 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -331844.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -331856.812500 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -331856.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -331866.562500 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -331866.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -331886.000000 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -331886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -331902.968750 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -331903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -331916.468750 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -331916.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -331931.125000 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -331931.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -331939.718750 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -331939.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -331948.781250 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -331948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -331955.625000 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -331955.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -331964.437500 Penalty: 4127.787109
	Iteration 32Q: 3 clusters Score -331964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -331973.000000 Penalty: 4127.787109
	Iteration 33Q: 3 clusters Score -331973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -331983.250000 Penalty: 4127.787109
	Iteration 34Q: 3 clusters Score -331983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -331994.218750 Penalty: 4127.787109
	Iteration 35Q: 3 clusters Score -331994.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -332007.437500 Penalty: 4127.787109
	Iteration 36Q: 3 clusters Score -332007.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -332017.500000 Penalty: 4127.787109
	Iteration 37Q: 3 clusters Score -332017.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -332028.968750 Penalty: 4127.787109
	Iteration 38Q: 3 clusters Score -332029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -332035.093750 Penalty: 4127.787109
	Iteration 39Q: 3 clusters Score -332035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -332040.187500 Penalty: 4127.787109
	Iteration 40F: 3 clusters Score -332040.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -332048.437500 Penalty: 4127.787109
	Iteration 41Q: 3 clusters Score -332048.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -332054.781250 Penalty: 4127.787109
	Iteration 42Q: 3 clusters Score -332054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -332059.781250 Penalty: 4127.787109
	Iteration 43Q: 3 clusters Score -332059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -332064.000000 Penalty: 4127.787109
	Iteration 44Q: 3 clusters Score -332064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -332068.875000 Penalty: 4127.787109
	Iteration 45Q: 3 clusters Score -332068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -332072.000000 Penalty: 4127.787109
	Iteration 46Q: 3 clusters Score -332072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -332075.812500 Penalty: 4127.787109
	Iteration 47Q: 3 clusters Score -332075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -332076.656250 Penalty: 4127.787109
	Iteration 48Q: 3 clusters Score -332076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -332076.718750 Penalty: 4127.787109
	Iteration 49Q: 3 clusters Score -332076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -332076.718750 Penalty: 4127.787109
	Iteration 50F: 3 clusters Score -332076.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -389209.250000 Penalty: 2057.543701
	Iteration 0F: 2 clusters Score -389209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -385325.718750 Penalty: 4115.087402
	Iteration 0F: 3 clusters Score -385325.7 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -386191.562500 Penalty: 4115.087402
	Iteration 1F: 3 clusters Score -386191.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -386354.718750 Penalty: 4115.087402
	Iteration 2F: 3 clusters Score -386354.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -386474.156250 Penalty: 4115.087402
	Iteration 3Q: 3 clusters Score -386474.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -386597.968750 Penalty: 4115.087402
	Iteration 4Q: 3 clusters Score -386598 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -386863.218750 Penalty: 4115.087402
	Iteration 5Q: 3 clusters Score -386863.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -387399.468750 Penalty: 4115.087402
	Iteration 6F: 3 clusters Score -387399.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -387769.343750 Penalty: 4115.087402
	Iteration 7F: 3 clusters Score -387769.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -388087.812500 Penalty: 4115.087402
	Iteration 8F: 3 clusters Score -388087.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -388269.062500 Penalty: 4115.087402
	Iteration 9Q: 3 clusters Score -388269.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -388354.093750 Penalty: 4115.087402
	Iteration 10Q: 3 clusters Score -388354.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -388398.656250 Penalty: 4115.087402
	Iteration 11Q: 3 clusters Score -388398.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -388430.562500 Penalty: 4115.087402
	Iteration 12Q: 3 clusters Score -388430.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -388451.375000 Penalty: 4115.087402
	Iteration 13Q: 3 clusters Score -388451.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -388465.406250 Penalty: 4115.087402
	Iteration 14Q: 3 clusters Score -388465.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -388478.093750 Penalty: 4115.087402
	Iteration 15Q: 3 clusters Score -388478.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -388487.312500 Penalty: 4115.087402
	Iteration 16Q: 3 clusters Score -388487.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -388496.187500 Penalty: 4115.087402
	Iteration 17Q: 3 clusters Score -388496.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -388502.312500 Penalty: 4115.087402
	Iteration 18Q: 3 clusters Score -388502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -388505.812500 Penalty: 4115.087402
	Iteration 19Q: 3 clusters Score -388505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -388509.437500 Penalty: 4115.087402
	Iteration 20F: 3 clusters Score -388509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -388510.875000 Penalty: 4115.087402
	Iteration 21Q: 3 clusters Score -388510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -388511.906250 Penalty: 4115.087402
	Iteration 22Q: 3 clusters Score -388511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -388512.375000 Penalty: 4115.087402
	Iteration 23Q: 3 clusters Score -388512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -388511.875000 Penalty: 4115.087402
	Iteration 24Q: 3 clusters Score -388511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -388513.187500 Penalty: 4115.087402
	Iteration 25Q: 3 clusters Score -388513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -388513.187500 Penalty: 4115.087402
	Iteration 26F: 3 clusters Score -388513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -937030.687500 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -937030.7 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 4448 members 
Entering Unmasked Estep 
Score: -930023.812500 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -930023.8 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -932128.937500 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -932128.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -932544.500000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -932544.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -932916.250000 Penalty: 4511.530273
	Iteration 3F: 3 clusters Score -932916.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -933321.562500 Penalty: 4511.530273
	Iteration 4F: 3 clusters Score -933321.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -933732.312500 Penalty: 4511.530273
	Iteration 5F: 3 clusters Score -933732.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -934083.687500 Penalty: 4511.530273
	Iteration 6F: 3 clusters Score -934083.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -934362.875000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -934362.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -934545.312500 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -934545.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -934650.750000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -934650.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -934718.500000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -934718.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -934759.750000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -934759.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -934783.187500 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -934783.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -934798.250000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -934798.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -934814.125000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -934814.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -934823.875000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -934823.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -934835.937500 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -934835.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -934853.062500 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -934853.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -934859.562500 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -934859.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -934866.875000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -934866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -934873.062500 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -934873.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -934877.625000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -934877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -934879.875000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -934879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -934884.062500 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -934884.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -934884.812500 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -934884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -934891.562500 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -934891.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -934895.750000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -934895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -934900.875000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -934900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -934902.937500 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -934902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -934902.250000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -934902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -934900.562500 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -934900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -934903.250000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -934903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -934903.875000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -934903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -934904.187500 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -934904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -934905.375000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -934905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -934904.062500 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -934904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -934904.062500 Penalty: 4511.530273
	Iteration 36F: 3 clusters Score -934904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (36684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Entering Unmasked Estep 
Score: -3365633.500000 Penalty: 2606.503662
	Iteration 0F: 2 clusters Score -3365634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3340539.250000 Penalty: 5213.007324
	Iteration 0F: 3 clusters Score -3340539 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3349985.250000 Penalty: 5213.007324
	Iteration 1F: 3 clusters Score -3349985 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3350903.000000 Penalty: 5213.007324
	Iteration 2F: 3 clusters Score -3350903 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3351969.750000 Penalty: 5213.007324
	Iteration 3F: 3 clusters Score -3351970 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3353269.750000 Penalty: 5213.007324
	Iteration 4F: 3 clusters Score -3353270 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3354868.750000 Penalty: 5213.007324
	Iteration 5F: 3 clusters Score -3354869 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3356762.250000 Penalty: 5213.007324
	Iteration 6F: 3 clusters Score -3356762 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3358737.000000 Penalty: 5213.007324
	Iteration 7F: 3 clusters Score -3358737 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3360505.750000 Penalty: 5213.007324
	Iteration 8F: 3 clusters Score -3360506 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -3361722.750000 Penalty: 5213.007324
	Iteration 9Q: 3 clusters Score -3361723 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -3362470.250000 Penalty: 5213.007324
	Iteration 10Q: 3 clusters Score -3362470 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -3362880.500000 Penalty: 5213.007324
	Iteration 11Q: 3 clusters Score -3362880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -3363085.000000 Penalty: 5213.007324
	Iteration 12Q: 3 clusters Score -3363085 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3363198.250000 Penalty: 5213.007324
	Iteration 13Q: 3 clusters Score -3363198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3363251.250000 Penalty: 5213.007324
	Iteration 14Q: 3 clusters Score -3363251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -3363300.750000 Penalty: 5213.007324
	Iteration 15Q: 3 clusters Score -3363301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -3363329.500000 Penalty: 5213.007324
	Iteration 16Q: 3 clusters Score -3363330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -3363346.500000 Penalty: 5213.007324
	Iteration 17Q: 3 clusters Score -3363346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -3363359.000000 Penalty: 5213.007324
	Iteration 18Q: 3 clusters Score -3363359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -3363370.750000 Penalty: 5213.007324
	Iteration 19Q: 3 clusters Score -3363371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -3363374.250000 Penalty: 5213.007324
	Iteration 20F: 3 clusters Score -3363374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -3363377.250000 Penalty: 5213.007324
	Iteration 21Q: 3 clusters Score -3363377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -3363388.500000 Penalty: 5213.007324
	Iteration 22Q: 3 clusters Score -3363388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -3363384.000000 Penalty: 5213.007324
	Iteration 23Q: 3 clusters Score -3363384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3363386.750000 Penalty: 5213.007324
	Iteration 24Q: 3 clusters Score -3363387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -3363391.000000 Penalty: 5213.007324
	Iteration 25Q: 3 clusters Score -3363391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3363389.250000 Penalty: 5213.007324
	Iteration 26Q: 3 clusters Score -3363389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3363391.250000 Penalty: 5213.007324
	Iteration 27Q: 3 clusters Score -3363391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -3363392.500000 Penalty: 5213.007324
	Iteration 28Q: 3 clusters Score -3363392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3363392.750000 Penalty: 5213.007324
	Iteration 29Q: 3 clusters Score -3363393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -3363394.500000 Penalty: 5213.007324
	Iteration 30Q: 3 clusters Score -3363394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -3363398.250000 Penalty: 5213.007324
	Iteration 31Q: 3 clusters Score -3363398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -3363401.250000 Penalty: 5213.007324
	Iteration 32Q: 3 clusters Score -3363401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -3363406.250000 Penalty: 5213.007324
	Iteration 33Q: 3 clusters Score -3363406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3363412.250000 Penalty: 5213.007324
	Iteration 34Q: 3 clusters Score -3363412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3363417.500000 Penalty: 5213.007324
	Iteration 35Q: 3 clusters Score -3363418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3363417.500000 Penalty: 5213.007324
	Iteration 36F: 3 clusters Score -3363418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -326189.812500 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -326189.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -322746.687500 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -322746.7 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -323447.656250 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -323447.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -323609.625000 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -323609.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -323716.562500 Penalty: 4008.564941
	Iteration 3Q: 3 clusters Score -323716.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -323788.312500 Penalty: 4008.564941
	Iteration 4Q: 3 clusters Score -323788.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -323849.093750 Penalty: 4008.564941
	Iteration 5Q: 3 clusters Score -323849.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -323885.843750 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -323885.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -323916.781250 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -323916.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -323943.343750 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -323943.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -323968.218750 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -323968.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -323991.750000 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -323991.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -324017.687500 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -324017.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -324058.500000 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -324058.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -324106.531250 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -324106.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324148.500000 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -324148.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -324192.468750 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -324192.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -324229.031250 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -324229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -324261.187500 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -324261.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -324283.656250 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -324283.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -324302.593750 Penalty: 4008.564941
	Iteration 19Q: 3 clusters Score -324302.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -324324.562500 Penalty: 4008.564941
	Iteration 20F: 3 clusters Score -324324.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -324348.593750 Penalty: 4008.564941
	Iteration 21Q: 3 clusters Score -324348.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -324368.125000 Penalty: 4008.564941
	Iteration 22Q: 3 clusters Score -324368.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -324379.593750 Penalty: 4008.564941
	Iteration 23Q: 3 clusters Score -324379.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -324391.500000 Penalty: 4008.564941
	Iteration 24Q: 3 clusters Score -324391.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -324404.937500 Penalty: 4008.564941
	Iteration 25Q: 3 clusters Score -324404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -324413.750000 Penalty: 4008.564941
	Iteration 26Q: 3 clusters Score -324413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -324421.031250 Penalty: 4008.564941
	Iteration 27Q: 3 clusters Score -324421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -324425.343750 Penalty: 4008.564941
	Iteration 28Q: 3 clusters Score -324425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -324429.812500 Penalty: 4008.564941
	Iteration 29Q: 3 clusters Score -324429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -324433.593750 Penalty: 4008.564941
	Iteration 30Q: 3 clusters Score -324433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -324437.562500 Penalty: 4008.564941
	Iteration 31Q: 3 clusters Score -324437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -324438.812500 Penalty: 4008.564941
	Iteration 32Q: 3 clusters Score -324438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -324439.187500 Penalty: 4008.564941
	Iteration 33Q: 3 clusters Score -324439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -324442.000000 Penalty: 4008.564941
	Iteration 34Q: 3 clusters Score -324442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -324443.468750 Penalty: 4008.564941
	Iteration 35Q: 3 clusters Score -324443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -324444.125000 Penalty: 4008.564941
	Iteration 36Q: 3 clusters Score -324444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -324444.343750 Penalty: 4008.564941
	Iteration 37Q: 3 clusters Score -324444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -324444.156250 Penalty: 4008.564941
	Iteration 38Q: 3 clusters Score -324444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -324445.000000 Penalty: 4008.564941
	Iteration 39Q: 3 clusters Score -324445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -324446.406250 Penalty: 4008.564941
	Iteration 40F: 3 clusters Score -324446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -231515.984375 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -231516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -228734.500000 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -228734.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -229257.609375 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -229257.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -229414.687500 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -229414.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -229529.906250 Penalty: 3852.982666
	Iteration 3Q: 3 clusters Score -229529.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -229635.218750 Penalty: 3852.982666
	Iteration 4Q: 3 clusters Score -229635.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -229711.312500 Penalty: 3852.982666
	Iteration 5Q: 3 clusters Score -229711.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -229788.390625 Penalty: 3852.982666
	Iteration 6Q: 3 clusters Score -229788.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -229862.890625 Penalty: 3852.982666
	Iteration 7Q: 3 clusters Score -229862.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -229957.921875 Penalty: 3852.982666
	Iteration 8Q: 3 clusters Score -229957.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -230022.625000 Penalty: 3852.982666
	Iteration 9Q: 3 clusters Score -230022.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -230079.156250 Penalty: 3852.982666
	Iteration 10Q: 3 clusters Score -230079.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -230135.937500 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -230135.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -230174.703125 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -230174.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -230197.046875 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -230197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -230207.156250 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -230207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230212.687500 Penalty: 3852.982666
	Iteration 15Q: 3 clusters Score -230212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -230215.562500 Penalty: 3852.982666
	Iteration 16Q: 3 clusters Score -230215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -230217.187500 Penalty: 3852.982666
	Iteration 17Q: 3 clusters Score -230217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -230218.859375 Penalty: 3852.982666
	Iteration 18Q: 3 clusters Score -230218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -230220.234375 Penalty: 3852.982666
	Iteration 19Q: 3 clusters Score -230220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -230222.359375 Penalty: 3852.982666
	Iteration 20F: 3 clusters Score -230222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -230223.906250 Penalty: 3852.982666
	Iteration 21Q: 3 clusters Score -230223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -230226.343750 Penalty: 3852.982666
	Iteration 22Q: 3 clusters Score -230226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -230228.234375 Penalty: 3852.982666
	Iteration 23Q: 3 clusters Score -230228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230229.734375 Penalty: 3852.982666
	Iteration 24Q: 3 clusters Score -230229.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -230230.796875 Penalty: 3852.982666
	Iteration 25Q: 3 clusters Score -230230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230231.000000 Penalty: 3852.982666
	Iteration 26Q: 3 clusters Score -230231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230231.000000 Penalty: 3852.982666
	Iteration 27F: 3 clusters Score -230231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -611760.375000 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -611760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -606462.562500 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -606462.6 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -607879.250000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -607879.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -608195.000000 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -608195 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -608446.500000 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -608446.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -608687.312500 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -608687.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -608888.625000 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -608888.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -609056.000000 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -609056 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -609198.250000 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -609198.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -609317.500000 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -609317.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -609422.312500 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -609422.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -609491.312500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -609491.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -609549.062500 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -609549.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -609589.875000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -609589.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -609623.875000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -609623.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -609653.062500 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -609653.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -609671.187500 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -609671.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -609690.812500 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -609690.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -609705.000000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -609705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -609719.062500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -609719.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -609731.687500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -609731.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -609741.812500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -609741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -609745.687500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -609745.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -609749.562500 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -609749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -609751.187500 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -609751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -609754.500000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -609754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -609756.375000 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -609756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -609757.375000 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -609757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -609759.750000 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -609759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -609760.687500 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -609760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -609761.562500 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -609761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -609760.437500 Penalty: 4332.341797
	Iteration 30Q: 3 clusters Score -609760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -609760.437500 Penalty: 4332.341797
	Iteration 31F: 3 clusters Score -609760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 61113 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89529 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43399 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8713 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 25373 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 76420 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 3511 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 978 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 7975 members 
Mstep: Class 42 contains 31557 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 5838 members 
Mstep: Class 47 contains 551 members 
Mstep: Class 48 contains 5735 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 4010 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36684 members 
Mstep: Class 53 contains 3235 members 
Mstep: Class 54 contains 2364 members 
Mstep: Class 55 contains 6214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96206864.000000 Penalty: 208938.171875
Iteration 119Q: 62 clusters Score -9.620686e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 61120 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 12031 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89778 members 
Mstep: Class 9 contains 7935 members 
Mstep: Class 10 contains 43393 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 210423 members 
Mstep: Class 13 contains 24056 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 8709 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 56289 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 9312 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 7895 members 
Mstep: Class 24 contains 15045 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 43163 members 
Mstep: Class 27 contains 5235 members 
Mstep: Class 28 contains 35115 members 
Mstep: Class 29 contains 25376 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 13820 members 
Mstep: Class 32 contains 7111 members 
Mstep: Class 33 contains 76387 members 
Mstep: Class 34 contains 9940 members 
Mstep: Class 35 contains 3531 members 
Mstep: Class 36 contains 4320 members 
Mstep: Class 37 contains 899 members 
Mstep: Class 38 contains 2344 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 8055 members 
Mstep: Class 42 contains 31602 members 
Mstep: Class 43 contains 1873 members 
Mstep: Class 44 contains 2372 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 5839 members 
Mstep: Class 47 contains 554 members 
Mstep: Class 48 contains 5769 members 
Mstep: Class 49 contains 4198 members 
Mstep: Class 50 contains 4080 members 
Mstep: Class 51 contains 8936 members 
Mstep: Class 52 contains 36722 members 
Mstep: Class 53 contains 3239 members 
Mstep: Class 54 contains 2346 members 
Mstep: Class 55 contains 6150 members 
Mstep: Class 56 contains 2373 members 
Mstep: Class 57 contains 7083 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 20366 members 
Mstep: Class 60 contains 2123 members 
Mstep: Class 61 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96209480.000000 Penalty: 208938.171875
Iteration 120F: 62 clusters Score -9.620948e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 60876 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89679 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 43382 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 210418 members 
Mstep: Class 13 contains 24005 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 56281 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 9307 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 7917 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 43172 members 
Mstep: Class 27 contains 5233 members 
Mstep: Class 28 contains 35111 members 
Mstep: Class 29 contains 25377 members 
Mstep: Class 30 contains 3852 members 
Mstep: Class 31 contains 13807 members 
Mstep: Class 32 contains 7082 members 
Mstep: Class 33 contains 76353 members 
Mstep: Class 34 contains 9869 members 
Mstep: Class 35 contains 3553 members 
Mstep: Class 36 contains 4291 members 
Mstep: Class 37 contains 901 members 
Mstep: Class 38 contains 2388 members 
Mstep: Class 39 contains 1113 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 8042 members 
Mstep: Class 42 contains 31612 members 
Mstep: Class 43 contains 1869 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 5841 members 
Mstep: Class 47 contains 556 members 
Mstep: Class 48 contains 5795 members 
Mstep: Class 49 contains 4164 members 
Mstep: Class 50 contains 4118 members 
Mstep: Class 51 contains 8927 members 
Mstep: Class 52 contains 36671 members 
Mstep: Class 53 contains 3244 members 
Mstep: Class 54 contains 2342 members 
Mstep: Class 55 contains 6111 members 
Mstep: Class 56 contains 2664 members 
Mstep: Class 57 contains 7123 members 
Mstep: Class 58 contains 515 members 
Mstep: Class 59 contains 20452 members 
Mstep: Class 60 contains 2286 members 
Mstep: Class 61 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96210688.000000 Penalty: 208938.171875
Iteration 121Q: 62 clusters Score -9.621069e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 60710 members 
Mstep: Class 3 contains 528 members 
Mstep: Class 4 contains 12027 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 89606 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 43372 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 210424 members 
Mstep: Class 13 contains 23965 members 
Mstep: Class 14 contains 2959 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 56287 members 
Mstep: Class 18 contains 8756 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 9312 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 7920 members 
Mstep: Class 23 contains 7810 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 3882 members 
Mstep: Class 26 contains 43168 members 
Mstep: Class 27 contains 5233 members 
Mstep: Class 28 contains 35112 members 
Mstep: Class 29 contains 25382 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 13812 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 76328 members 
Mstep: Class 34 contains 9821 members 
Mstep: Class 35 contains 3583 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 903 members 
Mstep: Class 38 contains 2408 members 
Mstep: Class 39 contains 1151 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 8073 members 
Mstep: Class 42 contains 31639 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 2373 members 
Mstep: Class 45 contains 4459 members 
Mstep: Class 46 contains 5842 members 
Mstep: Class 47 contains 558 members 
Mstep: Class 48 contains 5814 members 
Mstep: Class 49 contains 4146 members 
Mstep: Class 50 contains 4140 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36629 members 
Mstep: Class 53 contains 3248 members 
Mstep: Class 54 contains 2337 members 
Mstep: Class 55 contains 6093 members 
Mstep: Class 56 contains 2764 members 
Mstep: Class 57 contains 7129 members 
Mstep: Class 58 contains 515 members 
Mstep: Class 59 contains 20489 members 
Mstep: Class 60 contains 2376 members 
Mstep: Class 61 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96210912.000000 Penalty: 208938.171875
Iteration 122Q: 62 clusters Score -9.621091e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 60623 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 89555 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 43360 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 210430 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5121 members 
Mstep: Class 17 contains 56297 members 
Mstep: Class 18 contains 8758 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 9310 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3876 members 
Mstep: Class 26 contains 43169 members 
Mstep: Class 27 contains 5233 members 
Mstep: Class 28 contains 35108 members 
Mstep: Class 29 contains 25386 members 
Mstep: Class 30 contains 3863 members 
Mstep: Class 31 contains 13816 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 76317 members 
Mstep: Class 34 contains 9773 members 
Mstep: Class 35 contains 3624 members 
Mstep: Class 36 contains 4279 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 2429 members 
Mstep: Class 39 contains 1181 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 8126 members 
Mstep: Class 42 contains 31667 members 
Mstep: Class 43 contains 1866 members 
Mstep: Class 44 contains 2374 members 
Mstep: Class 45 contains 4470 members 
Mstep: Class 46 contains 5846 members 
Mstep: Class 47 contains 560 members 
Mstep: Class 48 contains 5831 members 
Mstep: Class 49 contains 4142 members 
Mstep: Class 50 contains 4151 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 36581 members 
Mstep: Class 53 contains 3252 members 
Mstep: Class 54 contains 2336 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 2811 members 
Mstep: Class 57 contains 7131 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 20505 members 
Mstep: Class 60 contains 2420 members 
Mstep: Class 61 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211312.000000 Penalty: 208938.171875
Iteration 123Q: 62 clusters Score -9.621131e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 60515 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 89532 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 43352 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 210437 members 
Mstep: Class 13 contains 23903 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 5120 members 
Mstep: Class 17 contains 56306 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 9311 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 43162 members 
Mstep: Class 27 contains 5232 members 
Mstep: Class 28 contains 35103 members 
Mstep: Class 29 contains 25388 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 13818 members 
Mstep: Class 32 contains 7033 members 
Mstep: Class 33 contains 76306 members 
Mstep: Class 34 contains 9727 members 
Mstep: Class 35 contains 3672 members 
Mstep: Class 36 contains 4279 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2446 members 
Mstep: Class 39 contains 1208 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 8178 members 
Mstep: Class 42 contains 31690 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 2374 members 
Mstep: Class 45 contains 4480 members 
Mstep: Class 46 contains 5848 members 
Mstep: Class 47 contains 562 members 
Mstep: Class 48 contains 5848 members 
Mstep: Class 49 contains 4135 members 
Mstep: Class 50 contains 4159 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36529 members 
Mstep: Class 53 contains 3260 members 
Mstep: Class 54 contains 2340 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 2858 members 
Mstep: Class 57 contains 7133 members 
Mstep: Class 58 contains 512 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 2473 members 
Mstep: Class 61 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211568.000000 Penalty: 208938.171875
Iteration 124Q: 62 clusters Score -9.621157e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 60437 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 7828 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89502 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 43336 members 
Mstep: Class 11 contains 2536 members 
Mstep: Class 12 contains 210428 members 
Mstep: Class 13 contains 23866 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 56315 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 9320 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 7783 members 
Mstep: Class 24 contains 15047 members 
Mstep: Class 25 contains 3870 members 
Mstep: Class 26 contains 43155 members 
Mstep: Class 27 contains 5234 members 
Mstep: Class 28 contains 35097 members 
Mstep: Class 29 contains 25387 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 13819 members 
Mstep: Class 32 contains 7030 members 
Mstep: Class 33 contains 76288 members 
Mstep: Class 34 contains 9707 members 
Mstep: Class 35 contains 3707 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2458 members 
Mstep: Class 39 contains 1235 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 8221 members 
Mstep: Class 42 contains 31716 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 2375 members 
Mstep: Class 45 contains 4490 members 
Mstep: Class 46 contains 5850 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5864 members 
Mstep: Class 49 contains 4126 members 
Mstep: Class 50 contains 4166 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 36502 members 
Mstep: Class 53 contains 3263 members 
Mstep: Class 54 contains 2343 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 2874 members 
Mstep: Class 57 contains 7143 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 2508 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211560.000000 Penalty: 208938.171875
Iteration 125Q: 62 clusters Score -9.621156e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 60358 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 89486 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 43322 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 210425 members 
Mstep: Class 13 contains 23822 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5117 members 
Mstep: Class 17 contains 56321 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 9323 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 7778 members 
Mstep: Class 24 contains 15045 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 43149 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 35093 members 
Mstep: Class 29 contains 25392 members 
Mstep: Class 30 contains 3873 members 
Mstep: Class 31 contains 13823 members 
Mstep: Class 32 contains 7018 members 
Mstep: Class 33 contains 76273 members 
Mstep: Class 34 contains 9686 members 
Mstep: Class 35 contains 3745 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2467 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8276 members 
Mstep: Class 42 contains 31728 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 2376 members 
Mstep: Class 45 contains 4493 members 
Mstep: Class 46 contains 5856 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5883 members 
Mstep: Class 49 contains 4121 members 
Mstep: Class 50 contains 4169 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 36485 members 
Mstep: Class 53 contains 3266 members 
Mstep: Class 54 contains 2345 members 
Mstep: Class 55 contains 6005 members 
Mstep: Class 56 contains 2889 members 
Mstep: Class 57 contains 7150 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20488 members 
Mstep: Class 60 contains 2539 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211576.000000 Penalty: 208938.171875
Iteration 126Q: 62 clusters Score -9.621158e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 60305 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12021 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89466 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 43314 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 210415 members 
Mstep: Class 13 contains 23771 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 5116 members 
Mstep: Class 17 contains 56329 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3862 members 
Mstep: Class 26 contains 43145 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 35087 members 
Mstep: Class 29 contains 25397 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 13828 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 76261 members 
Mstep: Class 34 contains 9676 members 
Mstep: Class 35 contains 3768 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2476 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8322 members 
Mstep: Class 42 contains 31741 members 
Mstep: Class 43 contains 1866 members 
Mstep: Class 44 contains 2376 members 
Mstep: Class 45 contains 4492 members 
Mstep: Class 46 contains 5859 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5898 members 
Mstep: Class 49 contains 4125 members 
Mstep: Class 50 contains 4173 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 36452 members 
Mstep: Class 53 contains 3267 members 
Mstep: Class 54 contains 2347 members 
Mstep: Class 55 contains 6001 members 
Mstep: Class 56 contains 2904 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20478 members 
Mstep: Class 60 contains 2569 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211696.000000 Penalty: 208938.171875
Iteration 127Q: 62 clusters Score -9.62117e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 60258 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89451 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 43304 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 210415 members 
Mstep: Class 13 contains 23729 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5115 members 
Mstep: Class 17 contains 56331 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 4243 members 
Mstep: Class 20 contains 9327 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 15046 members 
Mstep: Class 25 contains 3859 members 
Mstep: Class 26 contains 43140 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 35080 members 
Mstep: Class 29 contains 25400 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 7004 members 
Mstep: Class 33 contains 76252 members 
Mstep: Class 34 contains 9664 members 
Mstep: Class 35 contains 3782 members 
Mstep: Class 36 contains 4288 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2482 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 8370 members 
Mstep: Class 42 contains 31761 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 2376 members 
Mstep: Class 45 contains 4490 members 
Mstep: Class 46 contains 5862 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5908 members 
Mstep: Class 49 contains 4117 members 
Mstep: Class 50 contains 4176 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 36413 members 
Mstep: Class 53 contains 3266 members 
Mstep: Class 54 contains 2348 members 
Mstep: Class 55 contains 6003 members 
Mstep: Class 56 contains 2914 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20470 members 
Mstep: Class 60 contains 2606 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211928.000000 Penalty: 208938.171875
Iteration 128Q: 62 clusters Score -9.621193e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 60210 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 7845 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89441 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 43289 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 210421 members 
Mstep: Class 13 contains 23697 members 
Mstep: Class 14 contains 2934 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5113 members 
Mstep: Class 17 contains 56333 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 4261 members 
Mstep: Class 20 contains 9326 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7947 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 15044 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 43140 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 35074 members 
Mstep: Class 29 contains 25398 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 13834 members 
Mstep: Class 32 contains 7020 members 
Mstep: Class 33 contains 76245 members 
Mstep: Class 34 contains 9644 members 
Mstep: Class 35 contains 3796 members 
Mstep: Class 36 contains 4291 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2489 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 8411 members 
Mstep: Class 42 contains 31782 members 
Mstep: Class 43 contains 1866 members 
Mstep: Class 44 contains 2376 members 
Mstep: Class 45 contains 4482 members 
Mstep: Class 46 contains 5868 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5919 members 
Mstep: Class 49 contains 4112 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 36383 members 
Mstep: Class 53 contains 3267 members 
Mstep: Class 54 contains 2346 members 
Mstep: Class 55 contains 6025 members 
Mstep: Class 56 contains 2913 members 
Mstep: Class 57 contains 7156 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20464 members 
Mstep: Class 60 contains 2634 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212048.000000 Penalty: 208938.171875
Iteration 129Q: 62 clusters Score -9.621205e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 60182 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89436 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 43274 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 210421 members 
Mstep: Class 13 contains 23669 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5111 members 
Mstep: Class 17 contains 56334 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 9324 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 7815 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 3861 members 
Mstep: Class 26 contains 43133 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 35067 members 
Mstep: Class 29 contains 25394 members 
Mstep: Class 30 contains 3878 members 
Mstep: Class 31 contains 13837 members 
Mstep: Class 32 contains 7016 members 
Mstep: Class 33 contains 76234 members 
Mstep: Class 34 contains 9625 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2493 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 3922 members 
Mstep: Class 41 contains 8449 members 
Mstep: Class 42 contains 31804 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 2376 members 
Mstep: Class 45 contains 4479 members 
Mstep: Class 46 contains 5871 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4105 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 36360 members 
Mstep: Class 53 contains 3269 members 
Mstep: Class 54 contains 2347 members 
Mstep: Class 55 contains 6062 members 
Mstep: Class 56 contains 2914 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20458 members 
Mstep: Class 60 contains 2668 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211928.000000 Penalty: 208938.171875
Iteration 130Q: 62 clusters Score -9.621193e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 60143 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89428 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210429 members 
Mstep: Class 13 contains 23638 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 17 contains 56336 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 9324 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 15041 members 
Mstep: Class 25 contains 3864 members 
Mstep: Class 26 contains 43127 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 35062 members 
Mstep: Class 29 contains 25393 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 13839 members 
Mstep: Class 32 contains 7014 members 
Mstep: Class 33 contains 76225 members 
Mstep: Class 34 contains 9598 members 
Mstep: Class 35 contains 3812 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2496 members 
Mstep: Class 39 contains 1334 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 8481 members 
Mstep: Class 42 contains 31830 members 
Mstep: Class 43 contains 1864 members 
Mstep: Class 44 contains 2376 members 
Mstep: Class 45 contains 4475 members 
Mstep: Class 46 contains 5871 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5931 members 
Mstep: Class 49 contains 4101 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36337 members 
Mstep: Class 53 contains 3271 members 
Mstep: Class 54 contains 2348 members 
Mstep: Class 55 contains 6106 members 
Mstep: Class 56 contains 2917 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20453 members 
Mstep: Class 60 contains 2693 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211944.000000 Penalty: 208938.171875
Iteration 131Q: 62 clusters Score -9.621194e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 60116 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89419 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 43254 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210425 members 
Mstep: Class 13 contains 23611 members 
Mstep: Class 14 contains 2930 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 17 contains 56342 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 9326 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 7814 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 3859 members 
Mstep: Class 26 contains 43124 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 35055 members 
Mstep: Class 29 contains 25395 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 13845 members 
Mstep: Class 32 contains 7024 members 
Mstep: Class 33 contains 76223 members 
Mstep: Class 34 contains 9580 members 
Mstep: Class 35 contains 3819 members 
Mstep: Class 36 contains 4289 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 1348 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 8509 members 
Mstep: Class 42 contains 31850 members 
Mstep: Class 43 contains 1864 members 
Mstep: Class 44 contains 2377 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5878 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5934 members 
Mstep: Class 49 contains 4109 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8916 members 
Mstep: Class 52 contains 36320 members 
Mstep: Class 53 contains 3270 members 
Mstep: Class 54 contains 2346 members 
Mstep: Class 55 contains 6134 members 
Mstep: Class 56 contains 2922 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20455 members 
Mstep: Class 60 contains 2715 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211896.000000 Penalty: 208938.171875
Iteration 132Q: 62 clusters Score -9.62119e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 60086 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89413 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 43250 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210424 members 
Mstep: Class 13 contains 23583 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 17 contains 56347 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 9324 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 3854 members 
Mstep: Class 26 contains 43120 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 35047 members 
Mstep: Class 29 contains 25395 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 13851 members 
Mstep: Class 32 contains 7031 members 
Mstep: Class 33 contains 76217 members 
Mstep: Class 34 contains 9568 members 
Mstep: Class 35 contains 3826 members 
Mstep: Class 36 contains 4290 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2498 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8537 members 
Mstep: Class 42 contains 31875 members 
Mstep: Class 43 contains 1864 members 
Mstep: Class 44 contains 2379 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5883 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5933 members 
Mstep: Class 49 contains 4109 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8914 members 
Mstep: Class 52 contains 36301 members 
Mstep: Class 53 contains 3270 members 
Mstep: Class 54 contains 2346 members 
Mstep: Class 55 contains 6157 members 
Mstep: Class 56 contains 2924 members 
Mstep: Class 57 contains 7152 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20460 members 
Mstep: Class 60 contains 2735 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96211984.000000 Penalty: 208938.171875
Iteration 133Q: 62 clusters Score -9.621198e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 60051 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89405 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 43246 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210424 members 
Mstep: Class 13 contains 23554 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 17 contains 56350 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4288 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 7829 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 3844 members 
Mstep: Class 26 contains 43115 members 
Mstep: Class 27 contains 5239 members 
Mstep: Class 28 contains 35038 members 
Mstep: Class 29 contains 25397 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 13858 members 
Mstep: Class 32 contains 7032 members 
Mstep: Class 33 contains 76211 members 
Mstep: Class 34 contains 9552 members 
Mstep: Class 35 contains 3826 members 
Mstep: Class 36 contains 4286 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2499 members 
Mstep: Class 39 contains 1374 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8566 members 
Mstep: Class 42 contains 31897 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5886 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5935 members 
Mstep: Class 49 contains 4106 members 
Mstep: Class 50 contains 4176 members 
Mstep: Class 51 contains 8916 members 
Mstep: Class 52 contains 36264 members 
Mstep: Class 53 contains 3274 members 
Mstep: Class 54 contains 2346 members 
Mstep: Class 55 contains 6193 members 
Mstep: Class 56 contains 2924 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20464 members 
Mstep: Class 60 contains 2758 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212304.000000 Penalty: 208938.171875
Iteration 134Q: 62 clusters Score -9.62123e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 60033 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89404 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 43242 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210423 members 
Mstep: Class 13 contains 23528 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 56350 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4292 members 
Mstep: Class 20 contains 9330 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7836 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 3843 members 
Mstep: Class 26 contains 43112 members 
Mstep: Class 27 contains 5239 members 
Mstep: Class 28 contains 35030 members 
Mstep: Class 29 contains 25398 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 13862 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 76211 members 
Mstep: Class 34 contains 9538 members 
Mstep: Class 35 contains 3825 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2499 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8601 members 
Mstep: Class 42 contains 31914 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4475 members 
Mstep: Class 46 contains 5887 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5930 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 36246 members 
Mstep: Class 53 contains 3274 members 
Mstep: Class 54 contains 2347 members 
Mstep: Class 55 contains 6218 members 
Mstep: Class 56 contains 2925 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20466 members 
Mstep: Class 60 contains 2782 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212312.000000 Penalty: 208938.171875
Iteration 135Q: 62 clusters Score -9.621231e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 60017 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 89401 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 43241 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210423 members 
Mstep: Class 13 contains 23503 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56352 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 9333 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7835 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 43108 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 35023 members 
Mstep: Class 29 contains 25398 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 13866 members 
Mstep: Class 32 contains 7048 members 
Mstep: Class 33 contains 76209 members 
Mstep: Class 34 contains 9527 members 
Mstep: Class 35 contains 3827 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2499 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8639 members 
Mstep: Class 42 contains 31932 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5887 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5932 members 
Mstep: Class 49 contains 4096 members 
Mstep: Class 50 contains 4178 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 36230 members 
Mstep: Class 53 contains 3278 members 
Mstep: Class 54 contains 2347 members 
Mstep: Class 55 contains 6234 members 
Mstep: Class 56 contains 2925 members 
Mstep: Class 57 contains 7151 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20467 members 
Mstep: Class 60 contains 2801 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212496.000000 Penalty: 208938.171875
Iteration 136Q: 62 clusters Score -9.62125e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 60000 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 89400 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 43240 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 210417 members 
Mstep: Class 13 contains 23477 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56357 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 9336 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 15039 members 
Mstep: Class 25 contains 3825 members 
Mstep: Class 26 contains 43103 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 35018 members 
Mstep: Class 29 contains 25398 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 13877 members 
Mstep: Class 32 contains 7037 members 
Mstep: Class 33 contains 76209 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 3830 members 
Mstep: Class 36 contains 4288 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2499 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8672 members 
Mstep: Class 42 contains 31959 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5887 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5936 members 
Mstep: Class 49 contains 4093 members 
Mstep: Class 50 contains 4178 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 36207 members 
Mstep: Class 53 contains 3279 members 
Mstep: Class 54 contains 2348 members 
Mstep: Class 55 contains 6249 members 
Mstep: Class 56 contains 2925 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20470 members 
Mstep: Class 60 contains 2821 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212640.000000 Penalty: 208938.171875
Iteration 137Q: 62 clusters Score -9.621264e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 59980 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12015 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 89395 members 
Mstep: Class 9 contains 7737 members 
Mstep: Class 10 contains 43238 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 12 contains 210422 members 
Mstep: Class 13 contains 23463 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56361 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 15037 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 43102 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 35008 members 
Mstep: Class 29 contains 25400 members 
Mstep: Class 30 contains 3878 members 
Mstep: Class 31 contains 13894 members 
Mstep: Class 32 contains 7016 members 
Mstep: Class 33 contains 76209 members 
Mstep: Class 34 contains 9500 members 
Mstep: Class 35 contains 3832 members 
Mstep: Class 36 contains 4292 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2503 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8705 members 
Mstep: Class 42 contains 31976 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5889 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5938 members 
Mstep: Class 49 contains 4086 members 
Mstep: Class 50 contains 4181 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 36198 members 
Mstep: Class 53 contains 3280 members 
Mstep: Class 54 contains 2348 members 
Mstep: Class 55 contains 6262 members 
Mstep: Class 56 contains 2928 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20467 members 
Mstep: Class 60 contains 2844 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212568.000000 Penalty: 208938.171875
Iteration 138Q: 62 clusters Score -9.621257e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 59954 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 89390 members 
Mstep: Class 9 contains 7743 members 
Mstep: Class 10 contains 43236 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 210429 members 
Mstep: Class 13 contains 23441 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56361 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7833 members 
Mstep: Class 24 contains 15035 members 
Mstep: Class 25 contains 3813 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 35000 members 
Mstep: Class 29 contains 25399 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 13900 members 
Mstep: Class 32 contains 7000 members 
Mstep: Class 33 contains 76209 members 
Mstep: Class 34 contains 9483 members 
Mstep: Class 35 contains 3833 members 
Mstep: Class 36 contains 4292 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2507 members 
Mstep: Class 39 contains 1409 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8741 members 
Mstep: Class 42 contains 31993 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5890 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5938 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 4180 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36181 members 
Mstep: Class 53 contains 3285 members 
Mstep: Class 54 contains 2352 members 
Mstep: Class 55 contains 6282 members 
Mstep: Class 56 contains 2931 members 
Mstep: Class 57 contains 7155 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20462 members 
Mstep: Class 60 contains 2863 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212704.000000 Penalty: 208938.171875
Iteration 139Q: 62 clusters Score -9.62127e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 59922 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 89386 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 43236 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 210434 members 
Mstep: Class 13 contains 23428 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 56362 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 9333 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 15037 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 34995 members 
Mstep: Class 29 contains 25400 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 13909 members 
Mstep: Class 32 contains 6981 members 
Mstep: Class 33 contains 76211 members 
Mstep: Class 34 contains 9466 members 
Mstep: Class 35 contains 3835 members 
Mstep: Class 36 contains 4292 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1412 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8782 members 
Mstep: Class 42 contains 32007 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5894 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4065 members 
Mstep: Class 50 contains 4180 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36178 members 
Mstep: Class 53 contains 3290 members 
Mstep: Class 54 contains 2354 members 
Mstep: Class 55 contains 6282 members 
Mstep: Class 56 contains 2936 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20462 members 
Mstep: Class 60 contains 2882 members 
Mstep: Class 61 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212872.000000 Penalty: 208938.171875
Iteration 140F: 62 clusters Score -9.621287e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 59895 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 673 members 
Mstep: Class 8 contains 89384 members 
Mstep: Class 9 contains 7754 members 
Mstep: Class 10 contains 43236 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 210436 members 
Mstep: Class 13 contains 23416 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 56364 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 9333 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7846 members 
Mstep: Class 24 contains 15035 members 
Mstep: Class 25 contains 3799 members 
Mstep: Class 26 contains 43107 members 
Mstep: Class 27 contains 5240 members 
Mstep: Class 28 contains 34988 members 
Mstep: Class 29 contains 25402 members 
Mstep: Class 30 contains 3878 members 
Mstep: Class 31 contains 13921 members 
Mstep: Class 32 contains 6958 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9453 members 
Mstep: Class 35 contains 3834 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1418 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8811 members 
Mstep: Class 42 contains 32019 members 
Mstep: Class 43 contains 1861 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5897 members 
Mstep: Class 47 contains 564 members 
Mstep: Class 48 contains 5940 members 
Mstep: Class 49 contains 4059 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36151 members 
Mstep: Class 53 contains 3293 members 
Mstep: Class 54 contains 2354 members 
Mstep: Class 55 contains 6293 members 
Mstep: Class 56 contains 2936 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20463 members 
Mstep: Class 60 contains 2915 members 
Mstep: Class 61 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212912.000000 Penalty: 208938.171875
Iteration 141Q: 62 clusters Score -9.621291e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 59865 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 7845 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 89381 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 43232 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 210441 members 
Mstep: Class 13 contains 23410 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 56365 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 15032 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 43107 members 
Mstep: Class 27 contains 5240 members 
Mstep: Class 28 contains 34984 members 
Mstep: Class 29 contains 25404 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 13929 members 
Mstep: Class 32 contains 6936 members 
Mstep: Class 33 contains 76196 members 
Mstep: Class 34 contains 9444 members 
Mstep: Class 35 contains 3835 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1427 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 8836 members 
Mstep: Class 42 contains 32028 members 
Mstep: Class 43 contains 1860 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5900 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4052 members 
Mstep: Class 50 contains 4176 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 36122 members 
Mstep: Class 53 contains 3298 members 
Mstep: Class 54 contains 2355 members 
Mstep: Class 55 contains 6301 members 
Mstep: Class 56 contains 2937 members 
Mstep: Class 57 contains 7156 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20466 members 
Mstep: Class 60 contains 2946 members 
Mstep: Class 61 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213288.000000 Penalty: 208938.171875
Iteration 142Q: 62 clusters Score -9.621329e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 59822 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 89380 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 43233 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 210443 members 
Mstep: Class 13 contains 23405 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56366 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 9339 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 15029 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 43104 members 
Mstep: Class 27 contains 5242 members 
Mstep: Class 28 contains 34975 members 
Mstep: Class 29 contains 25407 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 13948 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 76196 members 
Mstep: Class 34 contains 9436 members 
Mstep: Class 35 contains 3837 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1430 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8879 members 
Mstep: Class 42 contains 32042 members 
Mstep: Class 43 contains 1860 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5900 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5945 members 
Mstep: Class 49 contains 4053 members 
Mstep: Class 50 contains 4177 members 
Mstep: Class 51 contains 8925 members 
Mstep: Class 52 contains 36097 members 
Mstep: Class 53 contains 3303 members 
Mstep: Class 54 contains 2355 members 
Mstep: Class 55 contains 6304 members 
Mstep: Class 56 contains 2935 members 
Mstep: Class 57 contains 7157 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20466 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213296.000000 Penalty: 208938.171875
Iteration 143Q: 62 clusters Score -9.62133e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 59796 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 89376 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 43232 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 210451 members 
Mstep: Class 13 contains 23397 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56367 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 9347 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 43102 members 
Mstep: Class 27 contains 5242 members 
Mstep: Class 28 contains 34965 members 
Mstep: Class 29 contains 25410 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 13957 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 76195 members 
Mstep: Class 34 contains 9431 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1437 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 8908 members 
Mstep: Class 42 contains 32056 members 
Mstep: Class 43 contains 1860 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4475 members 
Mstep: Class 46 contains 5899 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5947 members 
Mstep: Class 49 contains 4061 members 
Mstep: Class 50 contains 4175 members 
Mstep: Class 51 contains 8925 members 
Mstep: Class 52 contains 36066 members 
Mstep: Class 53 contains 3310 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6308 members 
Mstep: Class 56 contains 2936 members 
Mstep: Class 57 contains 7158 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20470 members 
Mstep: Class 60 contains 3004 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213280.000000 Penalty: 208938.171875
Iteration 144Q: 62 clusters Score -9.621328e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 59771 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 89373 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 12 contains 210450 members 
Mstep: Class 13 contains 23392 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56365 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 9351 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7849 members 
Mstep: Class 24 contains 15026 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43100 members 
Mstep: Class 27 contains 5244 members 
Mstep: Class 28 contains 34961 members 
Mstep: Class 29 contains 25412 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 13966 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 76198 members 
Mstep: Class 34 contains 9425 members 
Mstep: Class 35 contains 3842 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3926 members 
Mstep: Class 41 contains 8937 members 
Mstep: Class 42 contains 32068 members 
Mstep: Class 43 contains 1860 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4475 members 
Mstep: Class 46 contains 5899 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5947 members 
Mstep: Class 49 contains 4064 members 
Mstep: Class 50 contains 4175 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36048 members 
Mstep: Class 53 contains 3317 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6314 members 
Mstep: Class 56 contains 2939 members 
Mstep: Class 57 contains 7155 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20471 members 
Mstep: Class 60 contains 3031 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213312.000000 Penalty: 208938.171875
Iteration 145Q: 62 clusters Score -9.621331e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 59748 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 12003 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 89368 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 210442 members 
Mstep: Class 13 contains 23385 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56364 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 9361 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 15026 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 43096 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 34959 members 
Mstep: Class 29 contains 25411 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 13975 members 
Mstep: Class 32 contains 6804 members 
Mstep: Class 33 contains 76199 members 
Mstep: Class 34 contains 9420 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2508 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3926 members 
Mstep: Class 41 contains 8966 members 
Mstep: Class 42 contains 32075 members 
Mstep: Class 43 contains 1860 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5897 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5954 members 
Mstep: Class 49 contains 4073 members 
Mstep: Class 50 contains 4171 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 36028 members 
Mstep: Class 53 contains 3323 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6320 members 
Mstep: Class 56 contains 2942 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20479 members 
Mstep: Class 60 contains 3058 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213432.000000 Penalty: 208938.171875
Iteration 146Q: 62 clusters Score -9.621343e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 59722 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11999 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 89364 members 
Mstep: Class 9 contains 7761 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 210440 members 
Mstep: Class 13 contains 23387 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56362 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7954 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43092 members 
Mstep: Class 27 contains 5248 members 
Mstep: Class 28 contains 34954 members 
Mstep: Class 29 contains 25409 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 13982 members 
Mstep: Class 32 contains 6782 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9415 members 
Mstep: Class 35 contains 3842 members 
Mstep: Class 36 contains 4278 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2509 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3927 members 
Mstep: Class 41 contains 8982 members 
Mstep: Class 42 contains 32088 members 
Mstep: Class 43 contains 1861 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5897 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5959 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 4164 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 36003 members 
Mstep: Class 53 contains 3329 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6323 members 
Mstep: Class 56 contains 2945 members 
Mstep: Class 57 contains 7153 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20487 members 
Mstep: Class 60 contains 3080 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213496.000000 Penalty: 208938.171875
Iteration 147Q: 62 clusters Score -9.62135e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 59696 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11992 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 89363 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 43226 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 210443 members 
Mstep: Class 13 contains 23381 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56362 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 9372 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 43087 members 
Mstep: Class 27 contains 5251 members 
Mstep: Class 28 contains 34951 members 
Mstep: Class 29 contains 25410 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 13987 members 
Mstep: Class 32 contains 6767 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9406 members 
Mstep: Class 35 contains 3843 members 
Mstep: Class 36 contains 4277 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2510 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 8998 members 
Mstep: Class 42 contains 32106 members 
Mstep: Class 43 contains 1864 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5895 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5961 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 4157 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35998 members 
Mstep: Class 53 contains 3331 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6331 members 
Mstep: Class 56 contains 2949 members 
Mstep: Class 57 contains 7154 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20486 members 
Mstep: Class 60 contains 3097 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213472.000000 Penalty: 208938.171875
Iteration 148Q: 62 clusters Score -9.621347e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 59663 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 89362 members 
Mstep: Class 9 contains 7767 members 
Mstep: Class 10 contains 43222 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 210448 members 
Mstep: Class 13 contains 23379 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56365 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 9372 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7860 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 43085 members 
Mstep: Class 27 contains 5259 members 
Mstep: Class 28 contains 34947 members 
Mstep: Class 29 contains 25416 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 13995 members 
Mstep: Class 32 contains 6741 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9399 members 
Mstep: Class 35 contains 3843 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2512 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3927 members 
Mstep: Class 41 contains 9023 members 
Mstep: Class 42 contains 32115 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5897 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 4143 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35992 members 
Mstep: Class 53 contains 3333 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6333 members 
Mstep: Class 56 contains 2954 members 
Mstep: Class 57 contains 7151 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20484 members 
Mstep: Class 60 contains 3113 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213472.000000 Penalty: 208938.171875
Iteration 149Q: 62 clusters Score -9.621347e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 59629 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11984 members 
Mstep: Class 5 contains 7846 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 692 members 
Mstep: Class 8 contains 89358 members 
Mstep: Class 9 contains 7778 members 
Mstep: Class 10 contains 43217 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 210449 members 
Mstep: Class 13 contains 23372 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56368 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 9379 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7859 members 
Mstep: Class 24 contains 15028 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 43083 members 
Mstep: Class 27 contains 5280 members 
Mstep: Class 28 contains 34942 members 
Mstep: Class 29 contains 25419 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 14005 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9393 members 
Mstep: Class 35 contains 3843 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2513 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 9050 members 
Mstep: Class 42 contains 32128 members 
Mstep: Class 43 contains 1866 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5900 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5975 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 4122 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 35987 members 
Mstep: Class 53 contains 3338 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6337 members 
Mstep: Class 56 contains 2957 members 
Mstep: Class 57 contains 7150 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20481 members 
Mstep: Class 60 contains 3125 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213504.000000 Penalty: 208938.171875
Iteration 150Q: 62 clusters Score -9.62135e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 59597 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11981 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 89354 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 43213 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 210452 members 
Mstep: Class 13 contains 23359 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56367 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 43083 members 
Mstep: Class 27 contains 5319 members 
Mstep: Class 28 contains 34939 members 
Mstep: Class 29 contains 25419 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 14018 members 
Mstep: Class 32 contains 6673 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9387 members 
Mstep: Class 35 contains 3844 members 
Mstep: Class 36 contains 4281 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2513 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3927 members 
Mstep: Class 41 contains 9083 members 
Mstep: Class 42 contains 32145 members 
Mstep: Class 43 contains 1869 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5903 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5985 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 4079 members 
Mstep: Class 51 contains 8925 members 
Mstep: Class 52 contains 35983 members 
Mstep: Class 53 contains 3343 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6348 members 
Mstep: Class 56 contains 2957 members 
Mstep: Class 57 contains 7149 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20480 members 
Mstep: Class 60 contains 3132 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96213632.000000 Penalty: 208938.171875
Iteration 151Q: 62 clusters Score -9.621363e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 59579 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 89349 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 43208 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 210450 members 
Mstep: Class 13 contains 23350 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56358 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 9392 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 15023 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 43083 members 
Mstep: Class 27 contains 5378 members 
Mstep: Class 28 contains 34939 members 
Mstep: Class 29 contains 25416 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 14032 members 
Mstep: Class 32 contains 6630 members 
Mstep: Class 33 contains 76205 members 
Mstep: Class 34 contains 9380 members 
Mstep: Class 35 contains 3844 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2514 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3927 members 
Mstep: Class 41 contains 9109 members 
Mstep: Class 42 contains 32163 members 
Mstep: Class 43 contains 1872 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5904 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5992 members 
Mstep: Class 49 contains 4085 members 
Mstep: Class 50 contains 4016 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 35971 members 
Mstep: Class 53 contains 3346 members 
Mstep: Class 54 contains 2356 members 
Mstep: Class 55 contains 6361 members 
Mstep: Class 56 contains 2962 members 
Mstep: Class 57 contains 7148 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20479 members 
Mstep: Class 60 contains 3145 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214120.000000 Penalty: 208938.171875
Iteration 152Q: 62 clusters Score -9.621412e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 59564 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 89347 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 210444 members 
Mstep: Class 13 contains 23337 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56357 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9400 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 15024 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 43082 members 
Mstep: Class 27 contains 5459 members 
Mstep: Class 28 contains 34941 members 
Mstep: Class 29 contains 25414 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 14045 members 
Mstep: Class 32 contains 6584 members 
Mstep: Class 33 contains 76205 members 
Mstep: Class 34 contains 9375 members 
Mstep: Class 35 contains 3845 members 
Mstep: Class 36 contains 4279 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2516 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 9137 members 
Mstep: Class 42 contains 32177 members 
Mstep: Class 43 contains 1871 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5903 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5997 members 
Mstep: Class 49 contains 4087 members 
Mstep: Class 50 contains 3940 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35957 members 
Mstep: Class 53 contains 3347 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6372 members 
Mstep: Class 56 contains 2963 members 
Mstep: Class 57 contains 7148 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20474 members 
Mstep: Class 60 contains 3155 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214240.000000 Penalty: 208938.171875
Iteration 153Q: 62 clusters Score -9.621424e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 59561 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11978 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89344 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 43195 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 210443 members 
Mstep: Class 13 contains 23329 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56358 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 9405 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7849 members 
Mstep: Class 24 contains 15026 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 43080 members 
Mstep: Class 27 contains 5506 members 
Mstep: Class 28 contains 34937 members 
Mstep: Class 29 contains 25414 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 14056 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 76205 members 
Mstep: Class 34 contains 9369 members 
Mstep: Class 35 contains 3843 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2518 members 
Mstep: Class 39 contains 1442 members 
Mstep: Class 40 contains 3929 members 
Mstep: Class 41 contains 9154 members 
Mstep: Class 42 contains 32191 members 
Mstep: Class 43 contains 1866 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5906 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6003 members 
Mstep: Class 49 contains 4082 members 
Mstep: Class 50 contains 3894 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35950 members 
Mstep: Class 53 contains 3348 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6379 members 
Mstep: Class 56 contains 2965 members 
Mstep: Class 57 contains 7146 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20475 members 
Mstep: Class 60 contains 3170 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214184.000000 Penalty: 208938.171875
Iteration 154Q: 62 clusters Score -9.621418e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 59556 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89339 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 43189 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 210442 members 
Mstep: Class 13 contains 23321 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56363 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 15026 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 43079 members 
Mstep: Class 27 contains 5516 members 
Mstep: Class 28 contains 34930 members 
Mstep: Class 29 contains 25414 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14066 members 
Mstep: Class 32 contains 6500 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9363 members 
Mstep: Class 35 contains 3842 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3931 members 
Mstep: Class 41 contains 9182 members 
Mstep: Class 42 contains 32196 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5907 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6008 members 
Mstep: Class 49 contains 4080 members 
Mstep: Class 50 contains 3882 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35951 members 
Mstep: Class 53 contains 3353 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6384 members 
Mstep: Class 56 contains 2967 members 
Mstep: Class 57 contains 7147 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20475 members 
Mstep: Class 60 contains 3182 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214432.000000 Penalty: 208938.171875
Iteration 155Q: 62 clusters Score -9.621443e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 59535 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89337 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 210445 members 
Mstep: Class 13 contains 23312 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 56368 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9418 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 43077 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 25417 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14080 members 
Mstep: Class 32 contains 6462 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9358 members 
Mstep: Class 35 contains 3842 members 
Mstep: Class 36 contains 4281 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3931 members 
Mstep: Class 41 contains 9206 members 
Mstep: Class 42 contains 32213 members 
Mstep: Class 43 contains 1860 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5908 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6013 members 
Mstep: Class 49 contains 4077 members 
Mstep: Class 50 contains 3874 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 35941 members 
Mstep: Class 53 contains 3357 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6390 members 
Mstep: Class 56 contains 2967 members 
Mstep: Class 57 contains 7147 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20475 members 
Mstep: Class 60 contains 3188 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214352.000000 Penalty: 208938.171875
Iteration 156Q: 62 clusters Score -9.621435e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 59522 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11971 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89337 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 210453 members 
Mstep: Class 13 contains 23307 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 56370 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 9426 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 43078 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 25416 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14100 members 
Mstep: Class 32 contains 6431 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9355 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 9230 members 
Mstep: Class 42 contains 32226 members 
Mstep: Class 43 contains 1859 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4477 members 
Mstep: Class 46 contains 5909 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6016 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 3876 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35931 members 
Mstep: Class 53 contains 3361 members 
Mstep: Class 54 contains 2357 members 
Mstep: Class 55 contains 6389 members 
Mstep: Class 56 contains 2967 members 
Mstep: Class 57 contains 7147 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20479 members 
Mstep: Class 60 contains 3189 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214360.000000 Penalty: 208938.171875
Iteration 157Q: 62 clusters Score -9.621436e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 59505 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89334 members 
Mstep: Class 9 contains 7806 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 210455 members 
Mstep: Class 13 contains 23307 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9433 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 15026 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 43075 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 34914 members 
Mstep: Class 29 contains 25416 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14106 members 
Mstep: Class 32 contains 6405 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9352 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 9249 members 
Mstep: Class 42 contains 32240 members 
Mstep: Class 43 contains 1859 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5911 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6017 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 3878 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35919 members 
Mstep: Class 53 contains 3367 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6391 members 
Mstep: Class 56 contains 2967 members 
Mstep: Class 57 contains 7147 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20483 members 
Mstep: Class 60 contains 3193 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214336.000000 Penalty: 208938.171875
Iteration 158Q: 62 clusters Score -9.621434e+07 nChanged 173
Entering ConstructFrom: 
Score: -96214336.000000 Penalty: 208938.171875
Entering ConstructFrom: 
Trying to split cluster 1 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -605047.500000 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -605047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -599594.312500 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -599594.3 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -601068.812500 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -601068.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -601318.875000 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -601318.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -601481.000000 Penalty: 4350.137695
	Iteration 3Q: 3 clusters Score -601481 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -601602.250000 Penalty: 4350.137695
	Iteration 4Q: 3 clusters Score -601602.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -601732.000000 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -601732 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -601860.125000 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -601860.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -601983.000000 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -601983 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -602115.187500 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -602115.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -602244.750000 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -602244.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -602375.750000 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -602375.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -602505.000000 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -602505 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -602636.812500 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -602636.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -602768.562500 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -602768.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -602899.312500 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -602899.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -603042.062500 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -603042.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -603207.375000 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -603207.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -603367.312500 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -603367.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -603530.750000 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -603530.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -603683.937500 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -603683.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -603809.500000 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -603809.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -603903.312500 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -603903.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -603980.437500 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -603980.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -604037.000000 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -604037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -604087.125000 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -604087.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -604121.125000 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -604121.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -604149.625000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -604149.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -604170.062500 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -604170.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -604190.375000 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -604190.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -604212.687500 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -604212.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -604237.562500 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -604237.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -604268.062500 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -604268.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -604297.687500 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -604297.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -604328.562500 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -604328.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -604369.000000 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -604369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -604401.750000 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -604401.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -604437.375000 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -604437.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -604462.312500 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -604462.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -604478.000000 Penalty: 4350.137695
	Iteration 38Q: 3 clusters Score -604478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -604489.875000 Penalty: 4350.137695
	Iteration 39Q: 3 clusters Score -604489.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -604500.750000 Penalty: 4350.137695
	Iteration 40F: 3 clusters Score -604500.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -604505.250000 Penalty: 4350.137695
	Iteration 41Q: 3 clusters Score -604505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -604509.500000 Penalty: 4350.137695
	Iteration 42Q: 3 clusters Score -604509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -604512.250000 Penalty: 4350.137695
	Iteration 43Q: 3 clusters Score -604512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -604512.000000 Penalty: 4350.137695
	Iteration 44Q: 3 clusters Score -604512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -604516.625000 Penalty: 4350.137695
	Iteration 45Q: 3 clusters Score -604516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -604520.187500 Penalty: 4350.137695
	Iteration 46Q: 3 clusters Score -604520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -604521.437500 Penalty: 4350.137695
	Iteration 47Q: 3 clusters Score -604521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -604522.125000 Penalty: 4350.137695
	Iteration 48Q: 3 clusters Score -604522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -604523.500000 Penalty: 4350.137695
	Iteration 49Q: 3 clusters Score -604523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -604525.375000 Penalty: 4350.137695
	Iteration 50Q: 3 clusters Score -604525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -604525.500000 Penalty: 4350.137695
	Iteration 51Q: 3 clusters Score -604525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -604525.500000 Penalty: 4350.137695
	Iteration 52F: 3 clusters Score -604525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Entering Unmasked Estep 
Score: -5528234.500000 Penalty: 2726.386963
	Iteration 0F: 2 clusters Score -5528234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -5488345.000000 Penalty: 5452.773926
	Iteration 0F: 3 clusters Score -5488345 nChanged 27713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5504846.000000 Penalty: 5452.773926
	Iteration 1F: 3 clusters Score -5504846 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -5506386.500000 Penalty: 5452.773926
	Iteration 2F: 3 clusters Score -5506386 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -5508267.000000 Penalty: 5452.773926
	Iteration 3F: 3 clusters Score -5508267 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -5510147.500000 Penalty: 5452.773926
	Iteration 4F: 3 clusters Score -5510148 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5511984.000000 Penalty: 5452.773926
	Iteration 5F: 3 clusters Score -5511984 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5513513.000000 Penalty: 5452.773926
	Iteration 6F: 3 clusters Score -5513513 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5514696.000000 Penalty: 5452.773926
	Iteration 7Q: 3 clusters Score -5514696 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5515671.000000 Penalty: 5452.773926
	Iteration 8Q: 3 clusters Score -5515671 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -5516386.500000 Penalty: 5452.773926
	Iteration 9Q: 3 clusters Score -5516386 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5517008.000000 Penalty: 5452.773926
	Iteration 10Q: 3 clusters Score -5517008 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5517389.000000 Penalty: 5452.773926
	Iteration 11Q: 3 clusters Score -5517389 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -5517819.500000 Penalty: 5452.773926
	Iteration 12Q: 3 clusters Score -5517820 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -5518153.000000 Penalty: 5452.773926
	Iteration 13Q: 3 clusters Score -5518153 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -5518447.500000 Penalty: 5452.773926
	Iteration 14Q: 3 clusters Score -5518448 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5518677.500000 Penalty: 5452.773926
	Iteration 15Q: 3 clusters Score -5518678 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5518853.500000 Penalty: 5452.773926
	Iteration 16Q: 3 clusters Score -5518854 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -5518973.000000 Penalty: 5452.773926
	Iteration 17Q: 3 clusters Score -5518973 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5519089.500000 Penalty: 5452.773926
	Iteration 18Q: 3 clusters Score -5519090 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5519166.000000 Penalty: 5452.773926
	Iteration 19Q: 3 clusters Score -5519166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -5519214.500000 Penalty: 5452.773926
	Iteration 20F: 3 clusters Score -5519214 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5519229.500000 Penalty: 5452.773926
	Iteration 21Q: 3 clusters Score -5519230 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -5519243.000000 Penalty: 5452.773926
	Iteration 22Q: 3 clusters Score -5519243 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5519275.500000 Penalty: 5452.773926
	Iteration 23Q: 3 clusters Score -5519276 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -5519297.000000 Penalty: 5452.773926
	Iteration 24Q: 3 clusters Score -5519297 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -5519313.500000 Penalty: 5452.773926
	Iteration 25Q: 3 clusters Score -5519314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -5519337.500000 Penalty: 5452.773926
	Iteration 26Q: 3 clusters Score -5519338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -5519359.500000 Penalty: 5452.773926
	Iteration 27Q: 3 clusters Score -5519360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -5519356.000000 Penalty: 5452.773926
	Iteration 28Q: 3 clusters Score -5519356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -5519365.500000 Penalty: 5452.773926
	Iteration 29Q: 3 clusters Score -5519366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5519381.000000 Penalty: 5452.773926
	Iteration 30Q: 3 clusters Score -5519381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -5519377.000000 Penalty: 5452.773926
	Iteration 31Q: 3 clusters Score -5519377 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5519379.500000 Penalty: 5452.773926
	Iteration 32Q: 3 clusters Score -5519380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -5519398.000000 Penalty: 5452.773926
	Iteration 33Q: 3 clusters Score -5519398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -5519419.500000 Penalty: 5452.773926
	Iteration 34Q: 3 clusters Score -5519420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5519408.000000 Penalty: 5452.773926
	Iteration 35Q: 3 clusters Score -5519408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5519421.000000 Penalty: 5452.773926
	Iteration 36Q: 3 clusters Score -5519421 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5519422.000000 Penalty: 5452.773926
	Iteration 37Q: 3 clusters Score -5519422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -5519442.000000 Penalty: 5452.773926
	Iteration 38Q: 3 clusters Score -5519442 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -5519447.500000 Penalty: 5452.773926
	Iteration 39Q: 3 clusters Score -5519448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5519453.500000 Penalty: 5452.773926
	Iteration 40F: 3 clusters Score -5519454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -5519461.500000 Penalty: 5452.773926
	Iteration 41Q: 3 clusters Score -5519462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -5519478.000000 Penalty: 5452.773926
	Iteration 42Q: 3 clusters Score -5519478 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5519478.000000 Penalty: 5452.773926
	Iteration 43Q: 3 clusters Score -5519478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5519480.000000 Penalty: 5452.773926
	Iteration 44Q: 3 clusters Score -5519480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5519519.000000 Penalty: 5452.773926
	Iteration 45Q: 3 clusters Score -5519519 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -5519522.000000 Penalty: 5452.773926
	Iteration 46Q: 3 clusters Score -5519522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5519532.000000 Penalty: 5452.773926
	Iteration 47Q: 3 clusters Score -5519532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5519555.500000 Penalty: 5452.773926
	Iteration 48Q: 3 clusters Score -5519556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5519552.500000 Penalty: 5452.773926
	Iteration 49Q: 3 clusters Score -5519552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5519549.000000 Penalty: 5452.773926
	Iteration 50Q: 3 clusters Score -5519549 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -5519561.500000 Penalty: 5452.773926
	Iteration 51Q: 3 clusters Score -5519562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5519577.500000 Penalty: 5452.773926
	Iteration 52Q: 3 clusters Score -5519578 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -5519594.000000 Penalty: 5452.773926
	Iteration 53Q: 3 clusters Score -5519594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5519621.000000 Penalty: 5452.773926
	Iteration 54Q: 3 clusters Score -5519621 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -5519633.000000 Penalty: 5452.773926
	Iteration 55Q: 3 clusters Score -5519633 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5519661.000000 Penalty: 5452.773926
	Iteration 56Q: 3 clusters Score -5519661 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5519697.000000 Penalty: 5452.773926
	Iteration 57Q: 3 clusters Score -5519697 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -5519709.500000 Penalty: 5452.773926
	Iteration 58Q: 3 clusters Score -5519710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5519724.500000 Penalty: 5452.773926
	Iteration 59Q: 3 clusters Score -5519724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5519741.500000 Penalty: 5452.773926
	Iteration 60F: 3 clusters Score -5519742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5519764.500000 Penalty: 5452.773926
	Iteration 61Q: 3 clusters Score -5519764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -5519774.000000 Penalty: 5452.773926
	Iteration 62Q: 3 clusters Score -5519774 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -5519798.500000 Penalty: 5452.773926
	Iteration 63Q: 3 clusters Score -5519798 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5519817.500000 Penalty: 5452.773926
	Iteration 64Q: 3 clusters Score -5519818 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5519874.500000 Penalty: 5452.773926
	Iteration 65Q: 3 clusters Score -5519874 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -5519925.500000 Penalty: 5452.773926
	Iteration 66Q: 3 clusters Score -5519926 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5519970.000000 Penalty: 5452.773926
	Iteration 67Q: 3 clusters Score -5519970 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5519997.500000 Penalty: 5452.773926
	Iteration 68Q: 3 clusters Score -5519998 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -5520057.000000 Penalty: 5452.773926
	Iteration 69Q: 3 clusters Score -5520057 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5520110.500000 Penalty: 5452.773926
	Iteration 70Q: 3 clusters Score -5520110 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5520181 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5520284 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5520383 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5520514 nChanged 594
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Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5520706 nChanged 661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5520919 nChanged 730
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Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5521120 nChanged 774
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Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5521348 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5521660 nChanged 895
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5522072 nChanged 1008
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5522520 nChanged 976
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5522970 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5523434 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5523990 nChanged 1062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5524527 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5525082 nChanged 970
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5525696 nChanged 921
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5526250 nChanged 842
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -5526811.500000 Penalty: 5452.773926
	Iteration 89Q: 3 clusters Score -5526812 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -5527290.500000 Penalty: 5452.773926
	Iteration 90Q: 3 clusters Score -5527290 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5527664 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5527960 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -5528177.000000 Penalty: 5452.773926
	Iteration 93Q: 3 clusters Score -5528177 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -5528291.500000 Penalty: 5452.773926
	Iteration 94Q: 3 clusters Score -5528292 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -5528407.500000 Penalty: 5452.773926
	Iteration 95Q: 3 clusters Score -5528408 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5528502 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -5528559.000000 Penalty: 5452.773926
	Iteration 97Q: 3 clusters Score -5528559 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5528630 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -5528703.500000 Penalty: 5452.773926
	Iteration 99Q: 3 clusters Score -5528704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -5528835.500000 Penalty: 5452.773926
	Iteration 100F: 3 clusters Score -5528836 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -5528920.000000 Penalty: 5452.773926
	Iteration 101Q: 3 clusters Score -5528920 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -5528991.500000 Penalty: 5452.773926
	Iteration 102Q: 3 clusters Score -5528992 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -5529078.000000 Penalty: 5452.773926
	Iteration 103Q: 3 clusters Score -5529078 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -5529141.000000 Penalty: 5452.773926
	Iteration 104Q: 3 clusters Score -5529141 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -5529226.500000 Penalty: 5452.773926
	Iteration 105Q: 3 clusters Score -5529226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -5529270.000000 Penalty: 5452.773926
	Iteration 106Q: 3 clusters Score -5529270 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -5529300.000000 Penalty: 5452.773926
	Iteration 107Q: 3 clusters Score -5529300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -5529326.500000 Penalty: 5452.773926
	Iteration 108Q: 3 clusters Score -5529326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -5529342.000000 Penalty: 5452.773926
	Iteration 109Q: 3 clusters Score -5529342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -5529346.500000 Penalty: 5452.773926
	Iteration 110Q: 3 clusters Score -5529346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -5529345.500000 Penalty: 5452.773926
	Iteration 111Q: 3 clusters Score -5529346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -5529351.500000 Penalty: 5452.773926
	Iteration 112Q: 3 clusters Score -5529352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -5529359.500000 Penalty: 5452.773926
	Iteration 113Q: 3 clusters Score -5529360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -5529369.000000 Penalty: 5452.773926
	Iteration 114Q: 3 clusters Score -5529369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -5529379.000000 Penalty: 5452.773926
	Iteration 115Q: 3 clusters Score -5529379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -5529375.500000 Penalty: 5452.773926
	Iteration 116Q: 3 clusters Score -5529376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -5529384.000000 Penalty: 5452.773926
	Iteration 117Q: 3 clusters Score -5529384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -5529369.500000 Penalty: 5452.773926
	Iteration 118Q: 3 clusters Score -5529370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -5529377.000000 Penalty: 5452.773926
	Iteration 119Q: 3 clusters Score -5529377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -5529378.500000 Penalty: 5452.773926
	Iteration 120F: 3 clusters Score -5529378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -5529378.000000 Penalty: 5452.773926
	Iteration 121Q: 3 clusters Score -5529378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -5529375.000000 Penalty: 5452.773926
	Iteration 122Q: 3 clusters Score -5529375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -5529384.000000 Penalty: 5452.773926
	Iteration 123Q: 3 clusters Score -5529384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -5529389.500000 Penalty: 5452.773926
	Iteration 124Q: 3 clusters Score -5529390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -5529396.500000 Penalty: 5452.773926
	Iteration 125Q: 3 clusters Score -5529396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -5529408.000000 Penalty: 5452.773926
	Iteration 126Q: 3 clusters Score -5529408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -5529406.500000 Penalty: 5452.773926
	Iteration 127Q: 3 clusters Score -5529406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -5529420.500000 Penalty: 5452.773926
	Iteration 128Q: 3 clusters Score -5529420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -5529438.500000 Penalty: 5452.773926
	Iteration 129Q: 3 clusters Score -5529438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -5529427.500000 Penalty: 5452.773926
	Iteration 130Q: 3 clusters Score -5529428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -5529428.500000 Penalty: 5452.773926
	Iteration 131Q: 3 clusters Score -5529428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -5529423.000000 Penalty: 5452.773926
	Iteration 132Q: 3 clusters Score -5529423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -5529424.500000 Penalty: 5452.773926
	Iteration 133Q: 3 clusters Score -5529424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -5529423.000000 Penalty: 5452.773926
	Iteration 134Q: 3 clusters Score -5529423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -5529426.000000 Penalty: 5452.773926
	Iteration 135Q: 3 clusters Score -5529426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -5529434.000000 Penalty: 5452.773926
	Iteration 136Q: 3 clusters Score -5529434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -5529435.000000 Penalty: 5452.773926
	Iteration 137Q: 3 clusters Score -5529435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -5529427.500000 Penalty: 5452.773926
	Iteration 138Q: 3 clusters Score -5529428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -5529422.500000 Penalty: 5452.773926
	Iteration 139Q: 3 clusters Score -5529422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -5529424.500000 Penalty: 5452.773926
	Iteration 140F: 3 clusters Score -5529424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -5529436.500000 Penalty: 5452.773926
	Iteration 141Q: 3 clusters Score -5529436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -5529435.000000 Penalty: 5452.773926
	Iteration 142Q: 3 clusters Score -5529435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -5529429.000000 Penalty: 5452.773926
	Iteration 143Q: 3 clusters Score -5529429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -5529440.000000 Penalty: 5452.773926
	Iteration 144Q: 3 clusters Score -5529440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -5529435.000000 Penalty: 5452.773926
	Iteration 145Q: 3 clusters Score -5529435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -5529434.000000 Penalty: 5452.773926
	Iteration 146Q: 3 clusters Score -5529434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -5529437.000000 Penalty: 5452.773926
	Iteration 147Q: 3 clusters Score -5529437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -5529438.500000 Penalty: 5452.773926
	Iteration 148Q: 3 clusters Score -5529438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -5529440.500000 Penalty: 5452.773926
	Iteration 149Q: 3 clusters Score -5529440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -5529437.500000 Penalty: 5452.773926
	Iteration 150Q: 3 clusters Score -5529438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -5529441.500000 Penalty: 5452.773926
	Iteration 151Q: 3 clusters Score -5529442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -5529441.500000 Penalty: 5452.773926
	Iteration 152F: 3 clusters Score -5529442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11967 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89331 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 43172 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 210465 members 
Mstep: Class 13 contains 23304 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56371 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 34908 members 
Mstep: Class 29 contains 25416 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14111 members 
Mstep: Class 32 contains 6395 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9352 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 32249 members 
Mstep: Class 43 contains 1859 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5914 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6022 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3879 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35911 members 
Mstep: Class 53 contains 3370 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6394 members 
Mstep: Class 56 contains 2968 members 
Mstep: Class 57 contains 7146 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20486 members 
Mstep: Class 60 contains 3197 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 55776 members 
Entering Unmasked Estep 
Score: -96214680.000000 Penalty: 212363.390625
Splitting cluster 2 changes total score from -96214336.000000 to -96214680.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 3 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -41680.050781 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -41680.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40297.199219 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -40297.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40631.945312 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -40631.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40920.292969 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -40920.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -41063.386719 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -41063.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41166.500000 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -41166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41227.207031 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -41227.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41334.214844 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -41334.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41368.398438 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -41368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41373.910156 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -41373.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41399.578125 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -41399.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41418.531250 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -41418.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41444.707031 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -41444.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41444.707031 Penalty: 3104.752441
	Iteration 12F: 3 clusters Score -41444.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Entering Unmasked Estep 
Score: -1235628.000000 Penalty: 2328.697266
	Iteration 0F: 2 clusters Score -1235628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1226602.625000 Penalty: 4657.394531
	Iteration 0F: 3 clusters Score -1226603 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1229269.750000 Penalty: 4657.394531
	Iteration 1F: 3 clusters Score -1229270 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1229595.500000 Penalty: 4657.394531
	Iteration 2F: 3 clusters Score -1229596 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1229843.625000 Penalty: 4657.394531
	Iteration 3Q: 3 clusters Score -1229844 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1230085.250000 Penalty: 4657.394531
	Iteration 4Q: 3 clusters Score -1230085 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1230333.625000 Penalty: 4657.394531
	Iteration 5Q: 3 clusters Score -1230334 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1230586.500000 Penalty: 4657.394531
	Iteration 6Q: 3 clusters Score -1230586 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1230908.000000 Penalty: 4657.394531
	Iteration 7Q: 3 clusters Score -1230908 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1231304.250000 Penalty: 4657.394531
	Iteration 8Q: 3 clusters Score -1231304 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1231814.750000 Penalty: 4657.394531
	Iteration 9F: 3 clusters Score -1231815 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1232336.625000 Penalty: 4657.394531
	Iteration 10F: 3 clusters Score -1232337 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1232810.375000 Penalty: 4657.394531
	Iteration 11F: 3 clusters Score -1232810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1233158.125000 Penalty: 4657.394531
	Iteration 12Q: 3 clusters Score -1233158 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1233360.500000 Penalty: 4657.394531
	Iteration 13Q: 3 clusters Score -1233360 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1233481.750000 Penalty: 4657.394531
	Iteration 14Q: 3 clusters Score -1233482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1233571.500000 Penalty: 4657.394531
	Iteration 15Q: 3 clusters Score -1233572 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1233649.875000 Penalty: 4657.394531
	Iteration 16Q: 3 clusters Score -1233650 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1233718.625000 Penalty: 4657.394531
	Iteration 17Q: 3 clusters Score -1233719 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1233765.125000 Penalty: 4657.394531
	Iteration 18Q: 3 clusters Score -1233765 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1233816.125000 Penalty: 4657.394531
	Iteration 19Q: 3 clusters Score -1233816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1233869.875000 Penalty: 4657.394531
	Iteration 20F: 3 clusters Score -1233870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1233924.500000 Penalty: 4657.394531
	Iteration 21Q: 3 clusters Score -1233924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1233970.375000 Penalty: 4657.394531
	Iteration 22Q: 3 clusters Score -1233970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1234021.125000 Penalty: 4657.394531
	Iteration 23Q: 3 clusters Score -1234021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1234072.125000 Penalty: 4657.394531
	Iteration 24Q: 3 clusters Score -1234072 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1234111.375000 Penalty: 4657.394531
	Iteration 25Q: 3 clusters Score -1234111 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1234162.125000 Penalty: 4657.394531
	Iteration 26Q: 3 clusters Score -1234162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1234226.625000 Penalty: 4657.394531
	Iteration 27Q: 3 clusters Score -1234227 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1234277.500000 Penalty: 4657.394531
	Iteration 28Q: 3 clusters Score -1234278 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1234319.125000 Penalty: 4657.394531
	Iteration 29Q: 3 clusters Score -1234319 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1234372.375000 Penalty: 4657.394531
	Iteration 30Q: 3 clusters Score -1234372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1234426.750000 Penalty: 4657.394531
	Iteration 31Q: 3 clusters Score -1234427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1234478.875000 Penalty: 4657.394531
	Iteration 32Q: 3 clusters Score -1234479 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1234520.375000 Penalty: 4657.394531
	Iteration 33Q: 3 clusters Score -1234520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1234555.000000 Penalty: 4657.394531
	Iteration 34Q: 3 clusters Score -1234555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1234575.375000 Penalty: 4657.394531
	Iteration 35Q: 3 clusters Score -1234575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1234591.125000 Penalty: 4657.394531
	Iteration 36Q: 3 clusters Score -1234591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1234600.625000 Penalty: 4657.394531
	Iteration 37Q: 3 clusters Score -1234601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1234613.500000 Penalty: 4657.394531
	Iteration 38Q: 3 clusters Score -1234614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1234619.375000 Penalty: 4657.394531
	Iteration 39Q: 3 clusters Score -1234619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1234625.750000 Penalty: 4657.394531
	Iteration 40F: 3 clusters Score -1234626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1234628.125000 Penalty: 4657.394531
	Iteration 41Q: 3 clusters Score -1234628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1234637.000000 Penalty: 4657.394531
	Iteration 42Q: 3 clusters Score -1234637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1234644.750000 Penalty: 4657.394531
	Iteration 43Q: 3 clusters Score -1234645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1234650.375000 Penalty: 4657.394531
	Iteration 44Q: 3 clusters Score -1234650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1234654.625000 Penalty: 4657.394531
	Iteration 45Q: 3 clusters Score -1234655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1234656.500000 Penalty: 4657.394531
	Iteration 46Q: 3 clusters Score -1234656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1234664.750000 Penalty: 4657.394531
	Iteration 47Q: 3 clusters Score -1234665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1234669.000000 Penalty: 4657.394531
	Iteration 48Q: 3 clusters Score -1234669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1234676.750000 Penalty: 4657.394531
	Iteration 49Q: 3 clusters Score -1234677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1234681.000000 Penalty: 4657.394531
	Iteration 50Q: 3 clusters Score -1234681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1234683.875000 Penalty: 4657.394531
	Iteration 51Q: 3 clusters Score -1234684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1234687.000000 Penalty: 4657.394531
	Iteration 52Q: 3 clusters Score -1234687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1234694.125000 Penalty: 4657.394531
	Iteration 53Q: 3 clusters Score -1234694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1234698.375000 Penalty: 4657.394531
	Iteration 54Q: 3 clusters Score -1234698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1234699.500000 Penalty: 4657.394531
	Iteration 55Q: 3 clusters Score -1234700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1234708.625000 Penalty: 4657.394531
	Iteration 56Q: 3 clusters Score -1234709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1234705.375000 Penalty: 4657.394531
	Iteration 57Q: 3 clusters Score -1234705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1234710.125000 Penalty: 4657.394531
	Iteration 58Q: 3 clusters Score -1234710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1234707.125000 Penalty: 4657.394531
	Iteration 59Q: 3 clusters Score -1234707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1234710.625000 Penalty: 4657.394531
	Iteration 60F: 3 clusters Score -1234711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1234713.500000 Penalty: 4657.394531
	Iteration 61Q: 3 clusters Score -1234714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1234717.125000 Penalty: 4657.394531
	Iteration 62Q: 3 clusters Score -1234717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1234721.000000 Penalty: 4657.394531
	Iteration 63Q: 3 clusters Score -1234721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1234716.000000 Penalty: 4657.394531
	Iteration 64Q: 3 clusters Score -1234716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1234721.625000 Penalty: 4657.394531
	Iteration 65Q: 3 clusters Score -1234722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1234726.375000 Penalty: 4657.394531
	Iteration 66Q: 3 clusters Score -1234726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1234728.625000 Penalty: 4657.394531
	Iteration 67Q: 3 clusters Score -1234729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1234734.625000 Penalty: 4657.394531
	Iteration 68Q: 3 clusters Score -1234735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1234734.625000 Penalty: 4657.394531
	Iteration 69Q: 3 clusters Score -1234735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1234735.125000 Penalty: 4657.394531
	Iteration 70Q: 3 clusters Score -1234735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1234733.625000 Penalty: 4657.394531
	Iteration 71Q: 3 clusters Score -1234734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1234737.125000 Penalty: 4657.394531
	Iteration 72Q: 3 clusters Score -1234737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1234738.500000 Penalty: 4657.394531
	Iteration 73Q: 3 clusters Score -1234738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1234738.500000 Penalty: 4657.394531
	Iteration 74Q: 3 clusters Score -1234738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1234741.000000 Penalty: 4657.394531
	Iteration 75Q: 3 clusters Score -1234741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1234738.375000 Penalty: 4657.394531
	Iteration 76Q: 3 clusters Score -1234738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1234740.750000 Penalty: 4657.394531
	Iteration 77Q: 3 clusters Score -1234741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1234739.875000 Penalty: 4657.394531
	Iteration 78Q: 3 clusters Score -1234740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1234741.500000 Penalty: 4657.394531
	Iteration 79Q: 3 clusters Score -1234742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1234742.000000 Penalty: 4657.394531
	Iteration 80F: 3 clusters Score -1234742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1234742.875000 Penalty: 4657.394531
	Iteration 81Q: 3 clusters Score -1234743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1234742.875000 Penalty: 4657.394531
	Iteration 82F: 3 clusters Score -1234743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Entering Unmasked Estep 
Score: -741142.312500 Penalty: 2224.351807
	Iteration 0F: 2 clusters Score -741142.3 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 3985 members 
Entering Unmasked Estep 
Score: -734810.875000 Penalty: 4448.703613
	Iteration 0F: 3 clusters Score -734810.9 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -736589.125000 Penalty: 4448.703613
	Iteration 1F: 3 clusters Score -736589.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -736943.375000 Penalty: 4448.703613
	Iteration 2F: 3 clusters Score -736943.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -737238.437500 Penalty: 4448.703613
	Iteration 3F: 3 clusters Score -737238.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -737491.750000 Penalty: 4448.703613
	Iteration 4Q: 3 clusters Score -737491.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -737712.437500 Penalty: 4448.703613
	Iteration 5Q: 3 clusters Score -737712.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -737910.937500 Penalty: 4448.703613
	Iteration 6Q: 3 clusters Score -737910.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -738104.125000 Penalty: 4448.703613
	Iteration 7Q: 3 clusters Score -738104.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -738279.125000 Penalty: 4448.703613
	Iteration 8Q: 3 clusters Score -738279.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -738442.687500 Penalty: 4448.703613
	Iteration 9Q: 3 clusters Score -738442.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -738618.312500 Penalty: 4448.703613
	Iteration 10Q: 3 clusters Score -738618.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -738758.937500 Penalty: 4448.703613
	Iteration 11Q: 3 clusters Score -738758.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -738887.625000 Penalty: 4448.703613
	Iteration 12Q: 3 clusters Score -738887.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -739002.312500 Penalty: 4448.703613
	Iteration 13Q: 3 clusters Score -739002.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -739090.187500 Penalty: 4448.703613
	Iteration 14Q: 3 clusters Score -739090.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -739158.312500 Penalty: 4448.703613
	Iteration 15Q: 3 clusters Score -739158.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -739202.750000 Penalty: 4448.703613
	Iteration 16Q: 3 clusters Score -739202.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -739242.687500 Penalty: 4448.703613
	Iteration 17Q: 3 clusters Score -739242.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -739286.687500 Penalty: 4448.703613
	Iteration 18Q: 3 clusters Score -739286.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -739322.812500 Penalty: 4448.703613
	Iteration 19Q: 3 clusters Score -739322.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -739349.500000 Penalty: 4448.703613
	Iteration 20F: 3 clusters Score -739349.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -739364.437500 Penalty: 4448.703613
	Iteration 21Q: 3 clusters Score -739364.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -739382.937500 Penalty: 4448.703613
	Iteration 22Q: 3 clusters Score -739382.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -739392.500000 Penalty: 4448.703613
	Iteration 23Q: 3 clusters Score -739392.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -739400.750000 Penalty: 4448.703613
	Iteration 24Q: 3 clusters Score -739400.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -739408.812500 Penalty: 4448.703613
	Iteration 25Q: 3 clusters Score -739408.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -739413.687500 Penalty: 4448.703613
	Iteration 26Q: 3 clusters Score -739413.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -739420.250000 Penalty: 4448.703613
	Iteration 27Q: 3 clusters Score -739420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -739425.062500 Penalty: 4448.703613
	Iteration 28Q: 3 clusters Score -739425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -739430.125000 Penalty: 4448.703613
	Iteration 29Q: 3 clusters Score -739430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -739433.250000 Penalty: 4448.703613
	Iteration 30Q: 3 clusters Score -739433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -739435.312500 Penalty: 4448.703613
	Iteration 31Q: 3 clusters Score -739435.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -739435.500000 Penalty: 4448.703613
	Iteration 32Q: 3 clusters Score -739435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -739441.500000 Penalty: 4448.703613
	Iteration 33Q: 3 clusters Score -739441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -739442.250000 Penalty: 4448.703613
	Iteration 34Q: 3 clusters Score -739442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -739446.875000 Penalty: 4448.703613
	Iteration 35Q: 3 clusters Score -739446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -739445.312500 Penalty: 4448.703613
	Iteration 36Q: 3 clusters Score -739445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -739445.750000 Penalty: 4448.703613
	Iteration 37Q: 3 clusters Score -739445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -739445.125000 Penalty: 4448.703613
	Iteration 38Q: 3 clusters Score -739445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -739446.125000 Penalty: 4448.703613
	Iteration 39Q: 3 clusters Score -739446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -739449.937500 Penalty: 4448.703613
	Iteration 40F: 3 clusters Score -739449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -739451.000000 Penalty: 4448.703613
	Iteration 41Q: 3 clusters Score -739451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -739448.687500 Penalty: 4448.703613
	Iteration 42Q: 3 clusters Score -739448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -739449.625000 Penalty: 4448.703613
	Iteration 43Q: 3 clusters Score -739449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -739449.937500 Penalty: 4448.703613
	Iteration 44Q: 3 clusters Score -739449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -739450.125000 Penalty: 4448.703613
	Iteration 45Q: 3 clusters Score -739450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -739451.187500 Penalty: 4448.703613
	Iteration 46Q: 3 clusters Score -739451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -739451.125000 Penalty: 4448.703613
	Iteration 47Q: 3 clusters Score -739451.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -739451.125000 Penalty: 4448.703613
	Iteration 48F: 3 clusters Score -739451.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -201196.671875 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -201196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198519.687500 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -198519.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -198969.062500 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -198969.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -199091.984375 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -199092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -199158.968750 Penalty: 3802.910400
	Iteration 3Q: 3 clusters Score -199159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -199201.031250 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -199201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -199230.953125 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -199231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -199257.343750 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -199257.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -199274.484375 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -199274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -199284.562500 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -199284.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -199299.671875 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -199299.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -199315.062500 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -199315.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -199325.500000 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -199325.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -199335.296875 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -199335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -199342.437500 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -199342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -199348.687500 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -199348.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -199359.093750 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -199359.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -199369.796875 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -199369.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199384.531250 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -199384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199387.906250 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -199387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199389.421875 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -199389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199390.812500 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -199390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199391.593750 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -199391.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199391.593750 Penalty: 3802.910400
	Iteration 22F: 3 clusters Score -199391.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -61427.023438 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -61427.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59778.660156 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -59778.66 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60023.140625 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -60023.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60126.972656 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -60126.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60281.847656 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -60281.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60379.597656 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -60379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60455.929688 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -60455.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60504.089844 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -60504.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -60551.292969 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -60551.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60580.656250 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -60580.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -60598.949219 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -60598.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -60610.804688 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -60610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60617.656250 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -60617.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60623.093750 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -60623.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60623.093750 Penalty: 3253.569092
	Iteration 13F: 3 clusters Score -60623.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Entering Unmasked Estep 
Score: -9102399.000000 Penalty: 2827.225586
	Iteration 0F: 2 clusters Score -9102399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -9042306.000000 Penalty: 5654.451172
	Iteration 0F: 3 clusters Score -9042306 nChanged 42309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -9066463.000000 Penalty: 5654.451172
	Iteration 1F: 3 clusters Score -9066463 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -9067264.000000 Penalty: 5654.451172
	Iteration 2Q: 3 clusters Score -9067264 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -9068326.000000 Penalty: 5654.451172
	Iteration 3Q: 3 clusters Score -9068326 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -9070183.000000 Penalty: 5654.451172
	Iteration 4Q: 3 clusters Score -9070183 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -9073130.000000 Penalty: 5654.451172
	Iteration 5F: 3 clusters Score -9073130 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -9077484.000000 Penalty: 5654.451172
	Iteration 6F: 3 clusters Score -9077484 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -9082869.000000 Penalty: 5654.451172
	Iteration 7F: 3 clusters Score -9082869 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -9088399.000000 Penalty: 5654.451172
	Iteration 8F: 3 clusters Score -9088399 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -9093073.000000 Penalty: 5654.451172
	Iteration 9F: 3 clusters Score -9093073 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -9096534.000000 Penalty: 5654.451172
	Iteration 10Q: 3 clusters Score -9096534 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9098425.000000 Penalty: 5654.451172
	Iteration 11Q: 3 clusters Score -9098425 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9099246.000000 Penalty: 5654.451172
	Iteration 12Q: 3 clusters Score -9099246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9099564.000000 Penalty: 5654.451172
	Iteration 13Q: 3 clusters Score -9099564 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9099665.000000 Penalty: 5654.451172
	Iteration 14Q: 3 clusters Score -9099665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9099726.000000 Penalty: 5654.451172
	Iteration 15Q: 3 clusters Score -9099726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9099761.000000 Penalty: 5654.451172
	Iteration 16Q: 3 clusters Score -9099761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9099778.000000 Penalty: 5654.451172
	Iteration 17Q: 3 clusters Score -9099778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9099794.000000 Penalty: 5654.451172
	Iteration 18Q: 3 clusters Score -9099794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9099797.000000 Penalty: 5654.451172
	Iteration 19Q: 3 clusters Score -9099797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9099814.000000 Penalty: 5654.451172
	Iteration 20F: 3 clusters Score -9099814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9099829.000000 Penalty: 5654.451172
	Iteration 21Q: 3 clusters Score -9099829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9099835.000000 Penalty: 5654.451172
	Iteration 22Q: 3 clusters Score -9099835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9099835.000000 Penalty: 5654.451172
	Iteration 23Q: 3 clusters Score -9099835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9099839.000000 Penalty: 5654.451172
	Iteration 24Q: 3 clusters Score -9099839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9099839.000000 Penalty: 5654.451172
	Iteration 25F: 3 clusters Score -9099839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -668085.562500 Penalty: 2223.149170
	Iteration 0F: 2 clusters Score -668085.6 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 3922 members 
Entering Unmasked Estep 
Score: -661813.000000 Penalty: 4446.298340
	Iteration 0F: 3 clusters Score -661813 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -663850.312500 Penalty: 4446.298340
	Iteration 1F: 3 clusters Score -663850.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -664474.625000 Penalty: 4446.298340
	Iteration 2F: 3 clusters Score -664474.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -664922.375000 Penalty: 4446.298340
	Iteration 3F: 3 clusters Score -664922.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -665230.187500 Penalty: 4446.298340
	Iteration 4F: 3 clusters Score -665230.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -665473.250000 Penalty: 4446.298340
	Iteration 5Q: 3 clusters Score -665473.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -665685.875000 Penalty: 4446.298340
	Iteration 6Q: 3 clusters Score -665685.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -665835.375000 Penalty: 4446.298340
	Iteration 7Q: 3 clusters Score -665835.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -665938.687500 Penalty: 4446.298340
	Iteration 8Q: 3 clusters Score -665938.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -666023.625000 Penalty: 4446.298340
	Iteration 9Q: 3 clusters Score -666023.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -666082.375000 Penalty: 4446.298340
	Iteration 10Q: 3 clusters Score -666082.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -666138.250000 Penalty: 4446.298340
	Iteration 11Q: 3 clusters Score -666138.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -666174.562500 Penalty: 4446.298340
	Iteration 12Q: 3 clusters Score -666174.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -666210.937500 Penalty: 4446.298340
	Iteration 13Q: 3 clusters Score -666210.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -666245.500000 Penalty: 4446.298340
	Iteration 14Q: 3 clusters Score -666245.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -666268.187500 Penalty: 4446.298340
	Iteration 15Q: 3 clusters Score -666268.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -666282.187500 Penalty: 4446.298340
	Iteration 16Q: 3 clusters Score -666282.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -666294.687500 Penalty: 4446.298340
	Iteration 17Q: 3 clusters Score -666294.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -666298.187500 Penalty: 4446.298340
	Iteration 18Q: 3 clusters Score -666298.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -666304.062500 Penalty: 4446.298340
	Iteration 19Q: 3 clusters Score -666304.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -666312.250000 Penalty: 4446.298340
	Iteration 20F: 3 clusters Score -666312.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -666316.000000 Penalty: 4446.298340
	Iteration 21Q: 3 clusters Score -666316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -666319.000000 Penalty: 4446.298340
	Iteration 22Q: 3 clusters Score -666319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -666320.125000 Penalty: 4446.298340
	Iteration 23Q: 3 clusters Score -666320.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -666323.125000 Penalty: 4446.298340
	Iteration 24Q: 3 clusters Score -666323.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -666328.750000 Penalty: 4446.298340
	Iteration 25Q: 3 clusters Score -666328.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -666330.375000 Penalty: 4446.298340
	Iteration 26Q: 3 clusters Score -666330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -666336.875000 Penalty: 4446.298340
	Iteration 27Q: 3 clusters Score -666336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -666335.937500 Penalty: 4446.298340
	Iteration 28Q: 3 clusters Score -666335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -666340.125000 Penalty: 4446.298340
	Iteration 29Q: 3 clusters Score -666340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -666343.000000 Penalty: 4446.298340
	Iteration 30Q: 3 clusters Score -666343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -666347.687500 Penalty: 4446.298340
	Iteration 31Q: 3 clusters Score -666347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -666350.187500 Penalty: 4446.298340
	Iteration 32Q: 3 clusters Score -666350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -666352.062500 Penalty: 4446.298340
	Iteration 33Q: 3 clusters Score -666352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -666353.562500 Penalty: 4446.298340
	Iteration 34Q: 3 clusters Score -666353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -666355.062500 Penalty: 4446.298340
	Iteration 35Q: 3 clusters Score -666355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -666354.500000 Penalty: 4446.298340
	Iteration 36Q: 3 clusters Score -666354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -666355.687500 Penalty: 4446.298340
	Iteration 37Q: 3 clusters Score -666355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -666355.937500 Penalty: 4446.298340
	Iteration 38Q: 3 clusters Score -666355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -666358.812500 Penalty: 4446.298340
	Iteration 39Q: 3 clusters Score -666358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -666358.875000 Penalty: 4446.298340
	Iteration 40F: 3 clusters Score -666358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -666359.687500 Penalty: 4446.298340
	Iteration 41Q: 3 clusters Score -666359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -666362.375000 Penalty: 4446.298340
	Iteration 42Q: 3 clusters Score -666362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -666362.375000 Penalty: 4446.298340
	Iteration 43Q: 3 clusters Score -666362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -666363.812500 Penalty: 4446.298340
	Iteration 44Q: 3 clusters Score -666363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -666365.187500 Penalty: 4446.298340
	Iteration 45Q: 3 clusters Score -666365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -666365.562500 Penalty: 4446.298340
	Iteration 46Q: 3 clusters Score -666365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -666365.312500 Penalty: 4446.298340
	Iteration 47Q: 3 clusters Score -666365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -666365.312500 Penalty: 4446.298340
	Iteration 48F: 3 clusters Score -666365.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Entering Unmasked Estep 
Score: -4433991.500000 Penalty: 2646.890869
	Iteration 0F: 2 clusters Score -4433992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4404853.000000 Penalty: 5293.781738
	Iteration 0F: 3 clusters Score -4404853 nChanged 19873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4415935.500000 Penalty: 5293.781738
	Iteration 1F: 3 clusters Score -4415936 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4416725.500000 Penalty: 5293.781738
	Iteration 2Q: 3 clusters Score -4416726 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4417709.500000 Penalty: 5293.781738
	Iteration 3F: 3 clusters Score -4417710 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4419060.000000 Penalty: 5293.781738
	Iteration 4F: 3 clusters Score -4419060 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4420782.500000 Penalty: 5293.781738
	Iteration 5F: 3 clusters Score -4420782 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4422536.000000 Penalty: 5293.781738
	Iteration 6F: 3 clusters Score -4422536 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4424039.000000 Penalty: 5293.781738
	Iteration 7F: 3 clusters Score -4424039 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4425275.000000 Penalty: 5293.781738
	Iteration 8Q: 3 clusters Score -4425275 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4426315.000000 Penalty: 5293.781738
	Iteration 9Q: 3 clusters Score -4426315 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4427325.500000 Penalty: 5293.781738
	Iteration 10Q: 3 clusters Score -4427326 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4428233.000000 Penalty: 5293.781738
	Iteration 11Q: 3 clusters Score -4428233 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4429034.500000 Penalty: 5293.781738
	Iteration 12Q: 3 clusters Score -4429034 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4429798.000000 Penalty: 5293.781738
	Iteration 13Q: 3 clusters Score -4429798 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4430411.000000 Penalty: 5293.781738
	Iteration 14Q: 3 clusters Score -4430411 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4430812.000000 Penalty: 5293.781738
	Iteration 15Q: 3 clusters Score -4430812 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4431103.500000 Penalty: 5293.781738
	Iteration 16Q: 3 clusters Score -4431104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4431301.000000 Penalty: 5293.781738
	Iteration 17Q: 3 clusters Score -4431301 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4431413.000000 Penalty: 5293.781738
	Iteration 18Q: 3 clusters Score -4431413 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4431482.000000 Penalty: 5293.781738
	Iteration 19Q: 3 clusters Score -4431482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4431552.000000 Penalty: 5293.781738
	Iteration 20F: 3 clusters Score -4431552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4431601.000000 Penalty: 5293.781738
	Iteration 21Q: 3 clusters Score -4431601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4431630.500000 Penalty: 5293.781738
	Iteration 22Q: 3 clusters Score -4431630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4431650.000000 Penalty: 5293.781738
	Iteration 23Q: 3 clusters Score -4431650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4431665.500000 Penalty: 5293.781738
	Iteration 24Q: 3 clusters Score -4431666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4431691.000000 Penalty: 5293.781738
	Iteration 25Q: 3 clusters Score -4431691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4431698.500000 Penalty: 5293.781738
	Iteration 26Q: 3 clusters Score -4431698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4431704.000000 Penalty: 5293.781738
	Iteration 27Q: 3 clusters Score -4431704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4431708.500000 Penalty: 5293.781738
	Iteration 28Q: 3 clusters Score -4431708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4431719.500000 Penalty: 5293.781738
	Iteration 29Q: 3 clusters Score -4431720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4431724.500000 Penalty: 5293.781738
	Iteration 30Q: 3 clusters Score -4431724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4431729.500000 Penalty: 5293.781738
	Iteration 31Q: 3 clusters Score -4431730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4431729.000000 Penalty: 5293.781738
	Iteration 32Q: 3 clusters Score -4431729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4431734.000000 Penalty: 5293.781738
	Iteration 33Q: 3 clusters Score -4431734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4431739.500000 Penalty: 5293.781738
	Iteration 34Q: 3 clusters Score -4431740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4431738.000000 Penalty: 5293.781738
	Iteration 35Q: 3 clusters Score -4431738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4431737.500000 Penalty: 5293.781738
	Iteration 36Q: 3 clusters Score -4431738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4431734.500000 Penalty: 5293.781738
	Iteration 37Q: 3 clusters Score -4431734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4431734.500000 Penalty: 5293.781738
	Iteration 38F: 3 clusters Score -4431734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -237944.531250 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -237944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -235097.000000 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -235097 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -235707.156250 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -235707.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -235942.562500 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -235942.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236102.046875 Penalty: 3870.098633
	Iteration 3F: 3 clusters Score -236102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -236230.968750 Penalty: 3870.098633
	Iteration 4Q: 3 clusters Score -236231 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -236353.468750 Penalty: 3870.098633
	Iteration 5Q: 3 clusters Score -236353.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -236449.265625 Penalty: 3870.098633
	Iteration 6Q: 3 clusters Score -236449.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -236520.453125 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -236520.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -236580.265625 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -236580.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -236617.671875 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -236617.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -236642.265625 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -236642.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -236656.000000 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -236656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -236666.703125 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -236666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -236671.609375 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -236671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236674.937500 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -236674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -236677.468750 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -236677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -236679.546875 Penalty: 3870.098633
	Iteration 16Q: 3 clusters Score -236679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -236680.687500 Penalty: 3870.098633
	Iteration 17Q: 3 clusters Score -236680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -236680.687500 Penalty: 3870.098633
	Iteration 18F: 3 clusters Score -236680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210465 members 
Entering Unmasked Estep 
Score: -21668050.000000 Penalty: 3039.754395
	Iteration 0F: 2 clusters Score -2.166805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -21526148.000000 Penalty: 6079.508789
	Iteration 0F: 3 clusters Score -2.152615e+07 nChanged 101509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -21585592.000000 Penalty: 6079.508789
	Iteration 1F: 3 clusters Score -2.158559e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -21586300.000000 Penalty: 6079.508789
	Iteration 2Q: 3 clusters Score -2.15863e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -21587052.000000 Penalty: 6079.508789
	Iteration 3Q: 3 clusters Score -2.158705e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -21587936.000000 Penalty: 6079.508789
	Iteration 4Q: 3 clusters Score -2.158794e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -21588868.000000 Penalty: 6079.508789
	Iteration 5Q: 3 clusters Score -2.158887e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -21589904.000000 Penalty: 6079.508789
	Iteration 6Q: 3 clusters Score -2.15899e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -21591064.000000 Penalty: 6079.508789
	Iteration 7Q: 3 clusters Score -2.159106e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -21593250.000000 Penalty: 6079.508789
	Iteration 8Q: 3 clusters Score -2.159325e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 119307 members 
Entering Unmasked Estep 
Score: -21596064.000000 Penalty: 6079.508789
	Iteration 9Q: 3 clusters Score -2.159606e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 126314 members 
Entering Unmasked Estep 
Score: -21600760.000000 Penalty: 6079.508789
	Iteration 10Q: 3 clusters Score -2.160076e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 135783 members 
Entering Unmasked Estep 
Score: -21607668.000000 Penalty: 6079.508789
	Iteration 11F: 3 clusters Score -2.160767e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -21616754.000000 Penalty: 6079.508789
	Iteration 12F: 3 clusters Score -2.161675e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 159664 members 
Entering Unmasked Estep 
Score: -21626832.000000 Penalty: 6079.508789
	Iteration 13F: 3 clusters Score -2.162683e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 171349 members 
Entering Unmasked Estep 
Score: -21636460.000000 Penalty: 6079.508789
	Iteration 14F: 3 clusters Score -2.163646e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 181375 members 
Entering Unmasked Estep 
Score: -21644234.000000 Penalty: 6079.508789
	Iteration 15Q: 3 clusters Score -2.164423e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 189564 members 
Entering Unmasked Estep 
Score: -21650548.000000 Penalty: 6079.508789
	Iteration 16Q: 3 clusters Score -2.165055e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 195956 members 
Entering Unmasked Estep 
Score: -21655172.000000 Penalty: 6079.508789
	Iteration 17Q: 3 clusters Score -2.165517e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 200843 members 
Entering Unmasked Estep 
Score: -21658988.000000 Penalty: 6079.508789
	Iteration 18Q: 3 clusters Score -2.165899e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 204247 members 
Entering Unmasked Estep 
Score: -21661480.000000 Penalty: 6079.508789
	Iteration 19Q: 3 clusters Score -2.166148e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 206493 members 
Entering Unmasked Estep 
Score: -21663028.000000 Penalty: 6079.508789
	Iteration 20F: 3 clusters Score -2.166303e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 207771 members 
Entering Unmasked Estep 
Score: -21664038.000000 Penalty: 6079.508789
	Iteration 21Q: 3 clusters Score -2.166404e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 208499 members 
Entering Unmasked Estep 
Score: -21664516.000000 Penalty: 6079.508789
	Iteration 22Q: 3 clusters Score -2.166452e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 208925 members 
Entering Unmasked Estep 
Score: -21664776.000000 Penalty: 6079.508789
	Iteration 23Q: 3 clusters Score -2.166478e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 209182 members 
Entering Unmasked Estep 
Score: -21664976.000000 Penalty: 6079.508789
	Iteration 24Q: 3 clusters Score -2.166498e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 209351 members 
Entering Unmasked Estep 
Score: -21665108.000000 Penalty: 6079.508789
	Iteration 25Q: 3 clusters Score -2.166511e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 209465 members 
Entering Unmasked Estep 
Score: -21665212.000000 Penalty: 6079.508789
	Iteration 26Q: 3 clusters Score -2.166521e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -21665260.000000 Penalty: 6079.508789
	Iteration 27Q: 3 clusters Score -2.166526e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 209599 members 
Entering Unmasked Estep 
Score: -21665324.000000 Penalty: 6079.508789
	Iteration 28Q: 3 clusters Score -2.166532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 209639 members 
Entering Unmasked Estep 
Score: -21665358.000000 Penalty: 6079.508789
	Iteration 29Q: 3 clusters Score -2.166536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 209678 members 
Entering Unmasked Estep 
Score: -21665404.000000 Penalty: 6079.508789
	Iteration 30Q: 3 clusters Score -2.16654e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 209713 members 
Entering Unmasked Estep 
Score: -21665426.000000 Penalty: 6079.508789
	Iteration 31Q: 3 clusters Score -2.166543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 209737 members 
Entering Unmasked Estep 
Score: -21665458.000000 Penalty: 6079.508789
	Iteration 32Q: 3 clusters Score -2.166546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 209760 members 
Entering Unmasked Estep 
Score: -21665444.000000 Penalty: 6079.508789
	Iteration 33Q: 3 clusters Score -2.166544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 209773 members 
Entering Unmasked Estep 
Score: -21665468.000000 Penalty: 6079.508789
	Iteration 34Q: 3 clusters Score -2.166547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 209784 members 
Entering Unmasked Estep 
Score: -21665476.000000 Penalty: 6079.508789
	Iteration 35Q: 3 clusters Score -2.166548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 209794 members 
Entering Unmasked Estep 
Score: -21665474.000000 Penalty: 6079.508789
	Iteration 36Q: 3 clusters Score -2.166547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 209796 members 
Entering Unmasked Estep 
Score: -21665476.000000 Penalty: 6079.508789
	Iteration 37Q: 3 clusters Score -2.166548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 209803 members 
Entering Unmasked Estep 
Score: -21665492.000000 Penalty: 6079.508789
	Iteration 38Q: 3 clusters Score -2.166549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 209806 members 
Entering Unmasked Estep 
Score: -21665494.000000 Penalty: 6079.508789
	Iteration 39Q: 3 clusters Score -2.166549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 209808 members 
Entering Unmasked Estep 
Score: -21665484.000000 Penalty: 6079.508789
	Iteration 40F: 3 clusters Score -2.166548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 209809 members 
Entering Unmasked Estep 
Score: -21665498.000000 Penalty: 6079.508789
	Iteration 41Q: 3 clusters Score -2.16655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 209811 members 
Entering Unmasked Estep 
Score: -21665502.000000 Penalty: 6079.508789
	Iteration 42Q: 3 clusters Score -2.16655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 209813 members 
Entering Unmasked Estep 
Score: -21665506.000000 Penalty: 6079.508789
	Iteration 43Q: 3 clusters Score -2.166551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 209813 members 
Entering Unmasked Estep 
Score: -21665506.000000 Penalty: 6079.508789
	Iteration 44F: 3 clusters Score -2.166551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Entering Unmasked Estep 
Score: -2349079.000000 Penalty: 2493.982422
	Iteration 0F: 2 clusters Score -2349079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2332764.250000 Penalty: 4987.964844
	Iteration 0F: 3 clusters Score -2332764 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2338784.500000 Penalty: 4987.964844
	Iteration 1F: 3 clusters Score -2338784 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2339636.750000 Penalty: 4987.964844
	Iteration 2F: 3 clusters Score -2339637 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2340676.000000 Penalty: 4987.964844
	Iteration 3F: 3 clusters Score -2340676 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2341953.500000 Penalty: 4987.964844
	Iteration 4F: 3 clusters Score -2341954 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2343324.000000 Penalty: 4987.964844
	Iteration 5F: 3 clusters Score -2343324 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2344501.500000 Penalty: 4987.964844
	Iteration 6F: 3 clusters Score -2344502 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2345448.500000 Penalty: 4987.964844
	Iteration 7F: 3 clusters Score -2345448 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2346148.500000 Penalty: 4987.964844
	Iteration 8Q: 3 clusters Score -2346148 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2346625.000000 Penalty: 4987.964844
	Iteration 9Q: 3 clusters Score -2346625 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2346918.250000 Penalty: 4987.964844
	Iteration 10Q: 3 clusters Score -2346918 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2347105.000000 Penalty: 4987.964844
	Iteration 11Q: 3 clusters Score -2347105 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2347234.000000 Penalty: 4987.964844
	Iteration 12Q: 3 clusters Score -2347234 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2347312.000000 Penalty: 4987.964844
	Iteration 13Q: 3 clusters Score -2347312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2347377.250000 Penalty: 4987.964844
	Iteration 14Q: 3 clusters Score -2347377 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2347426.000000 Penalty: 4987.964844
	Iteration 15Q: 3 clusters Score -2347426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2347443.500000 Penalty: 4987.964844
	Iteration 16Q: 3 clusters Score -2347444 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2347484.000000 Penalty: 4987.964844
	Iteration 17Q: 3 clusters Score -2347484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2347496.500000 Penalty: 4987.964844
	Iteration 18Q: 3 clusters Score -2347496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2347524.250000 Penalty: 4987.964844
	Iteration 19Q: 3 clusters Score -2347524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2347544.750000 Penalty: 4987.964844
	Iteration 20F: 3 clusters Score -2347545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2347571.750000 Penalty: 4987.964844
	Iteration 21Q: 3 clusters Score -2347572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2347595.500000 Penalty: 4987.964844
	Iteration 22Q: 3 clusters Score -2347596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2347617.250000 Penalty: 4987.964844
	Iteration 23Q: 3 clusters Score -2347617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2347641.500000 Penalty: 4987.964844
	Iteration 24Q: 3 clusters Score -2347642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2347661.750000 Penalty: 4987.964844
	Iteration 25Q: 3 clusters Score -2347662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2347684.250000 Penalty: 4987.964844
	Iteration 26Q: 3 clusters Score -2347684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2347714.750000 Penalty: 4987.964844
	Iteration 27Q: 3 clusters Score -2347715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2347752.750000 Penalty: 4987.964844
	Iteration 28Q: 3 clusters Score -2347753 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2347793.500000 Penalty: 4987.964844
	Iteration 29Q: 3 clusters Score -2347794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2347843.750000 Penalty: 4987.964844
	Iteration 30Q: 3 clusters Score -2347844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2347893.250000 Penalty: 4987.964844
	Iteration 31Q: 3 clusters Score -2347893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2347932.500000 Penalty: 4987.964844
	Iteration 32Q: 3 clusters Score -2347932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2347977.500000 Penalty: 4987.964844
	Iteration 33Q: 3 clusters Score -2347978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2348025.250000 Penalty: 4987.964844
	Iteration 34Q: 3 clusters Score -2348025 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2348069.500000 Penalty: 4987.964844
	Iteration 35Q: 3 clusters Score -2348070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2348125.500000 Penalty: 4987.964844
	Iteration 36Q: 3 clusters Score -2348126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2348154.500000 Penalty: 4987.964844
	Iteration 37Q: 3 clusters Score -2348154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2348188.500000 Penalty: 4987.964844
	Iteration 38Q: 3 clusters Score -2348188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2348210.500000 Penalty: 4987.964844
	Iteration 39Q: 3 clusters Score -2348210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2348225.000000 Penalty: 4987.964844
	Iteration 40F: 3 clusters Score -2348225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2348251.000000 Penalty: 4987.964844
	Iteration 41Q: 3 clusters Score -2348251 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2348269.000000 Penalty: 4987.964844
	Iteration 42Q: 3 clusters Score -2348269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2348280.500000 Penalty: 4987.964844
	Iteration 43Q: 3 clusters Score -2348280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2348296.250000 Penalty: 4987.964844
	Iteration 44Q: 3 clusters Score -2348296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2348315.750000 Penalty: 4987.964844
	Iteration 45Q: 3 clusters Score -2348316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2348324.000000 Penalty: 4987.964844
	Iteration 46Q: 3 clusters Score -2348324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2348326.750000 Penalty: 4987.964844
	Iteration 47Q: 3 clusters Score -2348327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2348334.750000 Penalty: 4987.964844
	Iteration 48Q: 3 clusters Score -2348335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2348331.750000 Penalty: 4987.964844
	Iteration 49Q: 3 clusters Score -2348332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2348341.250000 Penalty: 4987.964844
	Iteration 50Q: 3 clusters Score -2348341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2348359.250000 Penalty: 4987.964844
	Iteration 51Q: 3 clusters Score -2348359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2348365.500000 Penalty: 4987.964844
	Iteration 52Q: 3 clusters Score -2348366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2348368.750000 Penalty: 4987.964844
	Iteration 53Q: 3 clusters Score -2348369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2348378.250000 Penalty: 4987.964844
	Iteration 54Q: 3 clusters Score -2348378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2348387.250000 Penalty: 4987.964844
	Iteration 55Q: 3 clusters Score -2348387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2348391.500000 Penalty: 4987.964844
	Iteration 56Q: 3 clusters Score -2348392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2348389.750000 Penalty: 4987.964844
	Iteration 57Q: 3 clusters Score -2348390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2348388.000000 Penalty: 4987.964844
	Iteration 58Q: 3 clusters Score -2348388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2348396.500000 Penalty: 4987.964844
	Iteration 59Q: 3 clusters Score -2348396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2348400.250000 Penalty: 4987.964844
	Iteration 60F: 3 clusters Score -2348400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2348396.750000 Penalty: 4987.964844
	Iteration 61Q: 3 clusters Score -2348397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2348399.250000 Penalty: 4987.964844
	Iteration 62Q: 3 clusters Score -2348399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2348401.250000 Penalty: 4987.964844
	Iteration 63Q: 3 clusters Score -2348401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2348399.250000 Penalty: 4987.964844
	Iteration 64Q: 3 clusters Score -2348399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2348396.750000 Penalty: 4987.964844
	Iteration 65Q: 3 clusters Score -2348397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2348400.500000 Penalty: 4987.964844
	Iteration 66Q: 3 clusters Score -2348400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2348401.250000 Penalty: 4987.964844
	Iteration 67Q: 3 clusters Score -2348401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2348400.250000 Penalty: 4987.964844
	Iteration 68Q: 3 clusters Score -2348400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2348406.250000 Penalty: 4987.964844
	Iteration 69Q: 3 clusters Score -2348406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2348404.500000 Penalty: 4987.964844
	Iteration 70Q: 3 clusters Score -2348404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2348405.500000 Penalty: 4987.964844
	Iteration 71Q: 3 clusters Score -2348406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2348404.000000 Penalty: 4987.964844
	Iteration 72Q: 3 clusters Score -2348404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2348404.750000 Penalty: 4987.964844
	Iteration 73Q: 3 clusters Score -2348405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2348404.750000 Penalty: 4987.964844
	Iteration 74F: 3 clusters Score -2348405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -274511.218750 Penalty: 1979.215454
	Iteration 0F: 2 clusters Score -274511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -271263.906250 Penalty: 3958.430908
	Iteration 0F: 3 clusters Score -271263.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -271919.406250 Penalty: 3958.430908
	Iteration 1F: 3 clusters Score -271919.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -272148.937500 Penalty: 3958.430908
	Iteration 2F: 3 clusters Score -272148.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -272318.062500 Penalty: 3958.430908
	Iteration 3F: 3 clusters Score -272318.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -272487.906250 Penalty: 3958.430908
	Iteration 4F: 3 clusters Score -272487.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -272617.187500 Penalty: 3958.430908
	Iteration 5Q: 3 clusters Score -272617.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -272730.812500 Penalty: 3958.430908
	Iteration 6Q: 3 clusters Score -272730.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -272792.312500 Penalty: 3958.430908
	Iteration 7Q: 3 clusters Score -272792.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -272848.156250 Penalty: 3958.430908
	Iteration 8Q: 3 clusters Score -272848.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -272897.843750 Penalty: 3958.430908
	Iteration 9Q: 3 clusters Score -272897.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -272930.968750 Penalty: 3958.430908
	Iteration 10Q: 3 clusters Score -272931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -272960.968750 Penalty: 3958.430908
	Iteration 11Q: 3 clusters Score -272961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -272986.218750 Penalty: 3958.430908
	Iteration 12Q: 3 clusters Score -272986.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -273012.000000 Penalty: 3958.430908
	Iteration 13Q: 3 clusters Score -273012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -273028.093750 Penalty: 3958.430908
	Iteration 14Q: 3 clusters Score -273028.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -273040.250000 Penalty: 3958.430908
	Iteration 15Q: 3 clusters Score -273040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -273048.968750 Penalty: 3958.430908
	Iteration 16Q: 3 clusters Score -273049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -273056.906250 Penalty: 3958.430908
	Iteration 17Q: 3 clusters Score -273056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -273061.656250 Penalty: 3958.430908
	Iteration 18Q: 3 clusters Score -273061.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -273070.562500 Penalty: 3958.430908
	Iteration 19Q: 3 clusters Score -273070.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -273084.562500 Penalty: 3958.430908
	Iteration 20F: 3 clusters Score -273084.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -273103.125000 Penalty: 3958.430908
	Iteration 21Q: 3 clusters Score -273103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -273117.562500 Penalty: 3958.430908
	Iteration 22Q: 3 clusters Score -273117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -273122.468750 Penalty: 3958.430908
	Iteration 23Q: 3 clusters Score -273122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -273128.156250 Penalty: 3958.430908
	Iteration 24Q: 3 clusters Score -273128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -273131.000000 Penalty: 3958.430908
	Iteration 25Q: 3 clusters Score -273131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -273131.875000 Penalty: 3958.430908
	Iteration 26Q: 3 clusters Score -273131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -273132.437500 Penalty: 3958.430908
	Iteration 27Q: 3 clusters Score -273132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -273132.437500 Penalty: 3958.430908
	Iteration 28Q: 3 clusters Score -273132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -273132.437500 Penalty: 3958.430908
	Iteration 29F: 3 clusters Score -273132.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -904883.562500 Penalty: 2250.026123
	Iteration 0F: 2 clusters Score -904883.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -898000.312500 Penalty: 4500.052246
	Iteration 0F: 3 clusters Score -898000.3 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -899879.125000 Penalty: 4500.052246
	Iteration 1F: 3 clusters Score -899879.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -900185.375000 Penalty: 4500.052246
	Iteration 2F: 3 clusters Score -900185.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -900427.875000 Penalty: 4500.052246
	Iteration 3F: 3 clusters Score -900427.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -900623.750000 Penalty: 4500.052246
	Iteration 4Q: 3 clusters Score -900623.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -900792.187500 Penalty: 4500.052246
	Iteration 5Q: 3 clusters Score -900792.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -900940.062500 Penalty: 4500.052246
	Iteration 6Q: 3 clusters Score -900940.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -901107.187500 Penalty: 4500.052246
	Iteration 7Q: 3 clusters Score -901107.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -901280.250000 Penalty: 4500.052246
	Iteration 8Q: 3 clusters Score -901280.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -901431.562500 Penalty: 4500.052246
	Iteration 9Q: 3 clusters Score -901431.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -901565.312500 Penalty: 4500.052246
	Iteration 10Q: 3 clusters Score -901565.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -901700.500000 Penalty: 4500.052246
	Iteration 11Q: 3 clusters Score -901700.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -901827.187500 Penalty: 4500.052246
	Iteration 12Q: 3 clusters Score -901827.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -901932.000000 Penalty: 4500.052246
	Iteration 13Q: 3 clusters Score -901932 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -902032.312500 Penalty: 4500.052246
	Iteration 14Q: 3 clusters Score -902032.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -902101.937500 Penalty: 4500.052246
	Iteration 15Q: 3 clusters Score -902101.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -902151.000000 Penalty: 4500.052246
	Iteration 16Q: 3 clusters Score -902151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -902186.437500 Penalty: 4500.052246
	Iteration 17Q: 3 clusters Score -902186.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -902219.875000 Penalty: 4500.052246
	Iteration 18Q: 3 clusters Score -902219.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -902239.187500 Penalty: 4500.052246
	Iteration 19Q: 3 clusters Score -902239.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -902263.437500 Penalty: 4500.052246
	Iteration 20F: 3 clusters Score -902263.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -902276.875000 Penalty: 4500.052246
	Iteration 21Q: 3 clusters Score -902276.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -902293.437500 Penalty: 4500.052246
	Iteration 22Q: 3 clusters Score -902293.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -902306.312500 Penalty: 4500.052246
	Iteration 23Q: 3 clusters Score -902306.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -902317.000000 Penalty: 4500.052246
	Iteration 24Q: 3 clusters Score -902317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -902328.062500 Penalty: 4500.052246
	Iteration 25Q: 3 clusters Score -902328.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -902336.875000 Penalty: 4500.052246
	Iteration 26Q: 3 clusters Score -902336.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -902344.687500 Penalty: 4500.052246
	Iteration 27Q: 3 clusters Score -902344.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -902352.062500 Penalty: 4500.052246
	Iteration 28Q: 3 clusters Score -902352.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -902358.312500 Penalty: 4500.052246
	Iteration 29Q: 3 clusters Score -902358.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -902363.812500 Penalty: 4500.052246
	Iteration 30Q: 3 clusters Score -902363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -902367.562500 Penalty: 4500.052246
	Iteration 31Q: 3 clusters Score -902367.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -902371.375000 Penalty: 4500.052246
	Iteration 32Q: 3 clusters Score -902371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -902370.562500 Penalty: 4500.052246
	Iteration 33Q: 3 clusters Score -902370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -902373.750000 Penalty: 4500.052246
	Iteration 34Q: 3 clusters Score -902373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -902374.500000 Penalty: 4500.052246
	Iteration 35Q: 3 clusters Score -902374.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -902375.312500 Penalty: 4500.052246
	Iteration 36Q: 3 clusters Score -902375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -902376.250000 Penalty: 4500.052246
	Iteration 37Q: 3 clusters Score -902376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -902377.687500 Penalty: 4500.052246
	Iteration 38Q: 3 clusters Score -902377.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -902377.812500 Penalty: 4500.052246
	Iteration 39Q: 3 clusters Score -902377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -902380.000000 Penalty: 4500.052246
	Iteration 40F: 3 clusters Score -902380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -902380.687500 Penalty: 4500.052246
	Iteration 41Q: 3 clusters Score -902380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -902379.312500 Penalty: 4500.052246
	Iteration 42Q: 3 clusters Score -902379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -902380.500000 Penalty: 4500.052246
	Iteration 43Q: 3 clusters Score -902380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -902380.437500 Penalty: 4500.052246
	Iteration 44Q: 3 clusters Score -902380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -902379.375000 Penalty: 4500.052246
	Iteration 45Q: 3 clusters Score -902379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -902382.187500 Penalty: 4500.052246
	Iteration 46Q: 3 clusters Score -902382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -902382.437500 Penalty: 4500.052246
	Iteration 47Q: 3 clusters Score -902382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -902380.625000 Penalty: 4500.052246
	Iteration 48Q: 3 clusters Score -902380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -902382.312500 Penalty: 4500.052246
	Iteration 49Q: 3 clusters Score -902382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -902381.875000 Penalty: 4500.052246
	Iteration 50Q: 3 clusters Score -902381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -902382.500000 Penalty: 4500.052246
	Iteration 51Q: 3 clusters Score -902382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -902385.750000 Penalty: 4500.052246
	Iteration 52Q: 3 clusters Score -902385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -902384.937500 Penalty: 4500.052246
	Iteration 53Q: 3 clusters Score -902384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -902387.437500 Penalty: 4500.052246
	Iteration 54Q: 3 clusters Score -902387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -902388.750000 Penalty: 4500.052246
	Iteration 55Q: 3 clusters Score -902388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -902391.687500 Penalty: 4500.052246
	Iteration 56Q: 3 clusters Score -902391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -902389.500000 Penalty: 4500.052246
	Iteration 57Q: 3 clusters Score -902389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -902390.437500 Penalty: 4500.052246
	Iteration 58Q: 3 clusters Score -902390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -902391.125000 Penalty: 4500.052246
	Iteration 59Q: 3 clusters Score -902391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -902391.125000 Penalty: 4500.052246
	Iteration 60F: 3 clusters Score -902391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -902390.125000 Penalty: 4500.052246
	Iteration 61Q: 3 clusters Score -902390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -902392.375000 Penalty: 4500.052246
	Iteration 62Q: 3 clusters Score -902392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -902392.375000 Penalty: 4500.052246
	Iteration 63F: 3 clusters Score -902392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -506042.687500 Penalty: 2117.515137
	Iteration 0F: 2 clusters Score -506042.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -501471.937500 Penalty: 4235.030273
	Iteration 0F: 3 clusters Score -501471.9 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -502568.500000 Penalty: 4235.030273
	Iteration 1F: 3 clusters Score -502568.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -502788.187500 Penalty: 4235.030273
	Iteration 2F: 3 clusters Score -502788.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -502963.937500 Penalty: 4235.030273
	Iteration 3F: 3 clusters Score -502963.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -503129.812500 Penalty: 4235.030273
	Iteration 4Q: 3 clusters Score -503129.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -503333.468750 Penalty: 4235.030273
	Iteration 5Q: 3 clusters Score -503333.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -503528.156250 Penalty: 4235.030273
	Iteration 6Q: 3 clusters Score -503528.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -503670.375000 Penalty: 4235.030273
	Iteration 7Q: 3 clusters Score -503670.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -503831.156250 Penalty: 4235.030273
	Iteration 8Q: 3 clusters Score -503831.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -503981.000000 Penalty: 4235.030273
	Iteration 9Q: 3 clusters Score -503981 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -504100.750000 Penalty: 4235.030273
	Iteration 10Q: 3 clusters Score -504100.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -504225.437500 Penalty: 4235.030273
	Iteration 11Q: 3 clusters Score -504225.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -504336.375000 Penalty: 4235.030273
	Iteration 12Q: 3 clusters Score -504336.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -504433.968750 Penalty: 4235.030273
	Iteration 13Q: 3 clusters Score -504434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -504491.875000 Penalty: 4235.030273
	Iteration 14Q: 3 clusters Score -504491.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -504531.031250 Penalty: 4235.030273
	Iteration 15Q: 3 clusters Score -504531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -504563.625000 Penalty: 4235.030273
	Iteration 16Q: 3 clusters Score -504563.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -504587.062500 Penalty: 4235.030273
	Iteration 17Q: 3 clusters Score -504587.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -504602.125000 Penalty: 4235.030273
	Iteration 18Q: 3 clusters Score -504602.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -504612.406250 Penalty: 4235.030273
	Iteration 19Q: 3 clusters Score -504612.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -504622.968750 Penalty: 4235.030273
	Iteration 20F: 3 clusters Score -504623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -504632.906250 Penalty: 4235.030273
	Iteration 21Q: 3 clusters Score -504632.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -504638.500000 Penalty: 4235.030273
	Iteration 22Q: 3 clusters Score -504638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504645.375000 Penalty: 4235.030273
	Iteration 23Q: 3 clusters Score -504645.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -504651.875000 Penalty: 4235.030273
	Iteration 24Q: 3 clusters Score -504651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -504659.281250 Penalty: 4235.030273
	Iteration 25Q: 3 clusters Score -504659.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -504666.625000 Penalty: 4235.030273
	Iteration 26Q: 3 clusters Score -504666.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -504672.593750 Penalty: 4235.030273
	Iteration 27Q: 3 clusters Score -504672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -504673.250000 Penalty: 4235.030273
	Iteration 28Q: 3 clusters Score -504673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -504674.812500 Penalty: 4235.030273
	Iteration 29Q: 3 clusters Score -504674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -504676.406250 Penalty: 4235.030273
	Iteration 30Q: 3 clusters Score -504676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -504679.406250 Penalty: 4235.030273
	Iteration 31Q: 3 clusters Score -504679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -504681.593750 Penalty: 4235.030273
	Iteration 32Q: 3 clusters Score -504681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -504681.343750 Penalty: 4235.030273
	Iteration 33Q: 3 clusters Score -504681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -504684.906250 Penalty: 4235.030273
	Iteration 34Q: 3 clusters Score -504684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -504686.875000 Penalty: 4235.030273
	Iteration 35Q: 3 clusters Score -504686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -504688.187500 Penalty: 4235.030273
	Iteration 36Q: 3 clusters Score -504688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -504689.500000 Penalty: 4235.030273
	Iteration 37Q: 3 clusters Score -504689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -504689.968750 Penalty: 4235.030273
	Iteration 38Q: 3 clusters Score -504690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -504691.250000 Penalty: 4235.030273
	Iteration 39Q: 3 clusters Score -504691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -504691.625000 Penalty: 4235.030273
	Iteration 40F: 3 clusters Score -504691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -504693.343750 Penalty: 4235.030273
	Iteration 41Q: 3 clusters Score -504693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -504693.156250 Penalty: 4235.030273
	Iteration 42Q: 3 clusters Score -504693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -504693.156250 Penalty: 4235.030273
	Iteration 43F: 3 clusters Score -504693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Entering Unmasked Estep 
Score: -5778582.500000 Penalty: 2713.048096
	Iteration 0F: 2 clusters Score -5778582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -5740802.500000 Penalty: 5426.096191
	Iteration 0F: 3 clusters Score -5740802 nChanged 26170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5755377.500000 Penalty: 5426.096191
	Iteration 1F: 3 clusters Score -5755378 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5755998.500000 Penalty: 5426.096191
	Iteration 2Q: 3 clusters Score -5755998 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5756582.000000 Penalty: 5426.096191
	Iteration 3Q: 3 clusters Score -5756582 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5757398.000000 Penalty: 5426.096191
	Iteration 4Q: 3 clusters Score -5757398 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5758597.500000 Penalty: 5426.096191
	Iteration 5Q: 3 clusters Score -5758598 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5760565.500000 Penalty: 5426.096191
	Iteration 6F: 3 clusters Score -5760566 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -5763748.500000 Penalty: 5426.096191
	Iteration 7F: 3 clusters Score -5763748 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -5767885.500000 Penalty: 5426.096191
	Iteration 8F: 3 clusters Score -5767886 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5771819.000000 Penalty: 5426.096191
	Iteration 9F: 3 clusters Score -5771819 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5774318.000000 Penalty: 5426.096191
	Iteration 10Q: 3 clusters Score -5774318 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5775461.500000 Penalty: 5426.096191
	Iteration 11Q: 3 clusters Score -5775462 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5775905.500000 Penalty: 5426.096191
	Iteration 12Q: 3 clusters Score -5775906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5776071.500000 Penalty: 5426.096191
	Iteration 13Q: 3 clusters Score -5776072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5776151.000000 Penalty: 5426.096191
	Iteration 14Q: 3 clusters Score -5776151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5776177.000000 Penalty: 5426.096191
	Iteration 15Q: 3 clusters Score -5776177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5776200.500000 Penalty: 5426.096191
	Iteration 16Q: 3 clusters Score -5776200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5776203.000000 Penalty: 5426.096191
	Iteration 17Q: 3 clusters Score -5776203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5776209.500000 Penalty: 5426.096191
	Iteration 18Q: 3 clusters Score -5776210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5776212.500000 Penalty: 5426.096191
	Iteration 19Q: 3 clusters Score -5776212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5776215.500000 Penalty: 5426.096191
	Iteration 20F: 3 clusters Score -5776216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -892190.125000 Penalty: 2251.756348
	Iteration 0F: 2 clusters Score -892190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -885292.750000 Penalty: 4503.512695
	Iteration 0F: 3 clusters Score -885292.8 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -887157.750000 Penalty: 4503.512695
	Iteration 1F: 3 clusters Score -887157.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -887433.187500 Penalty: 4503.512695
	Iteration 2F: 3 clusters Score -887433.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -887624.625000 Penalty: 4503.512695
	Iteration 3Q: 3 clusters Score -887624.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -887781.875000 Penalty: 4503.512695
	Iteration 4Q: 3 clusters Score -887781.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -887907.000000 Penalty: 4503.512695
	Iteration 5Q: 3 clusters Score -887907 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -888016.500000 Penalty: 4503.512695
	Iteration 6Q: 3 clusters Score -888016.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -888107.687500 Penalty: 4503.512695
	Iteration 7Q: 3 clusters Score -888107.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -888178.500000 Penalty: 4503.512695
	Iteration 8Q: 3 clusters Score -888178.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -888241.687500 Penalty: 4503.512695
	Iteration 9Q: 3 clusters Score -888241.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -888304.437500 Penalty: 4503.512695
	Iteration 10Q: 3 clusters Score -888304.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -888370.312500 Penalty: 4503.512695
	Iteration 11Q: 3 clusters Score -888370.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -888432.625000 Penalty: 4503.512695
	Iteration 12Q: 3 clusters Score -888432.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -888504.812500 Penalty: 4503.512695
	Iteration 13Q: 3 clusters Score -888504.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -888565.937500 Penalty: 4503.512695
	Iteration 14Q: 3 clusters Score -888565.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -888631.437500 Penalty: 4503.512695
	Iteration 15Q: 3 clusters Score -888631.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -888697.437500 Penalty: 4503.512695
	Iteration 16Q: 3 clusters Score -888697.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -888756.437500 Penalty: 4503.512695
	Iteration 17Q: 3 clusters Score -888756.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -888802.500000 Penalty: 4503.512695
	Iteration 18Q: 3 clusters Score -888802.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -888847.750000 Penalty: 4503.512695
	Iteration 19Q: 3 clusters Score -888847.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -888897.312500 Penalty: 4503.512695
	Iteration 20F: 3 clusters Score -888897.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -888944.687500 Penalty: 4503.512695
	Iteration 21Q: 3 clusters Score -888944.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -889003.812500 Penalty: 4503.512695
	Iteration 22Q: 3 clusters Score -889003.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -889061.562500 Penalty: 4503.512695
	Iteration 23Q: 3 clusters Score -889061.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -889112.437500 Penalty: 4503.512695
	Iteration 24Q: 3 clusters Score -889112.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -889154.375000 Penalty: 4503.512695
	Iteration 25Q: 3 clusters Score -889154.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -889197.500000 Penalty: 4503.512695
	Iteration 26Q: 3 clusters Score -889197.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -889245.812500 Penalty: 4503.512695
	Iteration 27Q: 3 clusters Score -889245.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -889293.250000 Penalty: 4503.512695
	Iteration 28Q: 3 clusters Score -889293.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -889342.750000 Penalty: 4503.512695
	Iteration 29Q: 3 clusters Score -889342.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -889394.437500 Penalty: 4503.512695
	Iteration 30Q: 3 clusters Score -889394.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -889436.687500 Penalty: 4503.512695
	Iteration 31Q: 3 clusters Score -889436.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -889465.625000 Penalty: 4503.512695
	Iteration 32Q: 3 clusters Score -889465.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -889493.875000 Penalty: 4503.512695
	Iteration 33Q: 3 clusters Score -889493.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -889521.375000 Penalty: 4503.512695
	Iteration 34Q: 3 clusters Score -889521.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -889540.312500 Penalty: 4503.512695
	Iteration 35Q: 3 clusters Score -889540.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -889555.375000 Penalty: 4503.512695
	Iteration 36Q: 3 clusters Score -889555.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -889571.187500 Penalty: 4503.512695
	Iteration 37Q: 3 clusters Score -889571.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -889584.812500 Penalty: 4503.512695
	Iteration 38Q: 3 clusters Score -889584.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -889600.250000 Penalty: 4503.512695
	Iteration 39Q: 3 clusters Score -889600.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -889623.250000 Penalty: 4503.512695
	Iteration 40F: 3 clusters Score -889623.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -889640.812500 Penalty: 4503.512695
	Iteration 41Q: 3 clusters Score -889640.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -889661.437500 Penalty: 4503.512695
	Iteration 42Q: 3 clusters Score -889661.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -889678.625000 Penalty: 4503.512695
	Iteration 43Q: 3 clusters Score -889678.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -889690.812500 Penalty: 4503.512695
	Iteration 44Q: 3 clusters Score -889690.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -889699.437500 Penalty: 4503.512695
	Iteration 45Q: 3 clusters Score -889699.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -889709.500000 Penalty: 4503.512695
	Iteration 46Q: 3 clusters Score -889709.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -889719.750000 Penalty: 4503.512695
	Iteration 47Q: 3 clusters Score -889719.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -889733.812500 Penalty: 4503.512695
	Iteration 48Q: 3 clusters Score -889733.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -889744.812500 Penalty: 4503.512695
	Iteration 49Q: 3 clusters Score -889744.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -889761.687500 Penalty: 4503.512695
	Iteration 50Q: 3 clusters Score -889761.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -889781.125000 Penalty: 4503.512695
	Iteration 51Q: 3 clusters Score -889781.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -889801.437500 Penalty: 4503.512695
	Iteration 52Q: 3 clusters Score -889801.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -889824.875000 Penalty: 4503.512695
	Iteration 53Q: 3 clusters Score -889824.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -889840.875000 Penalty: 4503.512695
	Iteration 54Q: 3 clusters Score -889840.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -889859.000000 Penalty: 4503.512695
	Iteration 55Q: 3 clusters Score -889859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -889878.812500 Penalty: 4503.512695
	Iteration 56Q: 3 clusters Score -889878.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -889900.500000 Penalty: 4503.512695
	Iteration 57Q: 3 clusters Score -889900.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -889923.125000 Penalty: 4503.512695
	Iteration 58Q: 3 clusters Score -889923.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -889945.062500 Penalty: 4503.512695
	Iteration 59Q: 3 clusters Score -889945.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -889963.500000 Penalty: 4503.512695
	Iteration 60F: 3 clusters Score -889963.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -889983.000000 Penalty: 4503.512695
	Iteration 61Q: 3 clusters Score -889983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -889993.687500 Penalty: 4503.512695
	Iteration 62Q: 3 clusters Score -889993.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -890011.562500 Penalty: 4503.512695
	Iteration 63Q: 3 clusters Score -890011.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -890026.750000 Penalty: 4503.512695
	Iteration 64Q: 3 clusters Score -890026.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -890046.250000 Penalty: 4503.512695
	Iteration 65Q: 3 clusters Score -890046.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -890067.500000 Penalty: 4503.512695
	Iteration 66Q: 3 clusters Score -890067.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -890088.500000 Penalty: 4503.512695
	Iteration 67Q: 3 clusters Score -890088.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -890105.000000 Penalty: 4503.512695
	Iteration 68Q: 3 clusters Score -890105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -890125.375000 Penalty: 4503.512695
	Iteration 69Q: 3 clusters Score -890125.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -890137.062500 Penalty: 4503.512695
	Iteration 70Q: 3 clusters Score -890137.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -890145.000000 Penalty: 4503.512695
	Iteration 71Q: 3 clusters Score -890145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -890156.812500 Penalty: 4503.512695
	Iteration 72Q: 3 clusters Score -890156.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -890163.312500 Penalty: 4503.512695
	Iteration 73Q: 3 clusters Score -890163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -890168.187500 Penalty: 4503.512695
	Iteration 74Q: 3 clusters Score -890168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -890175.875000 Penalty: 4503.512695
	Iteration 75Q: 3 clusters Score -890175.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -890190.187500 Penalty: 4503.512695
	Iteration 76Q: 3 clusters Score -890190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -890201.125000 Penalty: 4503.512695
	Iteration 77Q: 3 clusters Score -890201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -890203.250000 Penalty: 4503.512695
	Iteration 78Q: 3 clusters Score -890203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -890206.937500 Penalty: 4503.512695
	Iteration 79Q: 3 clusters Score -890206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -890211.437500 Penalty: 4503.512695
	Iteration 80F: 3 clusters Score -890211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -890212.312500 Penalty: 4503.512695
	Iteration 81Q: 3 clusters Score -890212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -890216.875000 Penalty: 4503.512695
	Iteration 82Q: 3 clusters Score -890216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -890219.437500 Penalty: 4503.512695
	Iteration 83Q: 3 clusters Score -890219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -890223.062500 Penalty: 4503.512695
	Iteration 84Q: 3 clusters Score -890223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -890229.312500 Penalty: 4503.512695
	Iteration 85Q: 3 clusters Score -890229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -890229.875000 Penalty: 4503.512695
	Iteration 86Q: 3 clusters Score -890229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -890236.937500 Penalty: 4503.512695
	Iteration 87Q: 3 clusters Score -890236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -890239.562500 Penalty: 4503.512695
	Iteration 88Q: 3 clusters Score -890239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -890242.500000 Penalty: 4503.512695
	Iteration 89Q: 3 clusters Score -890242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -890244.937500 Penalty: 4503.512695
	Iteration 90Q: 3 clusters Score -890244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -890245.687500 Penalty: 4503.512695
	Iteration 91Q: 3 clusters Score -890245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -890247.562500 Penalty: 4503.512695
	Iteration 92Q: 3 clusters Score -890247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -890251.375000 Penalty: 4503.512695
	Iteration 93Q: 3 clusters Score -890251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -890252.937500 Penalty: 4503.512695
	Iteration 94Q: 3 clusters Score -890252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -890258.500000 Penalty: 4503.512695
	Iteration 95Q: 3 clusters Score -890258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -890262.437500 Penalty: 4503.512695
	Iteration 96Q: 3 clusters Score -890262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -890263.687500 Penalty: 4503.512695
	Iteration 97Q: 3 clusters Score -890263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -890266.812500 Penalty: 4503.512695
	Iteration 98Q: 3 clusters Score -890266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -890270.562500 Penalty: 4503.512695
	Iteration 99Q: 3 clusters Score -890270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -890273.375000 Penalty: 4503.512695
	Iteration 100F: 3 clusters Score -890273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -890277.187500 Penalty: 4503.512695
	Iteration 101Q: 3 clusters Score -890277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -890279.875000 Penalty: 4503.512695
	Iteration 102Q: 3 clusters Score -890279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -890281.500000 Penalty: 4503.512695
	Iteration 103Q: 3 clusters Score -890281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -890287.875000 Penalty: 4503.512695
	Iteration 104Q: 3 clusters Score -890287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -890290.062500 Penalty: 4503.512695
	Iteration 105Q: 3 clusters Score -890290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -890290.812500 Penalty: 4503.512695
	Iteration 106Q: 3 clusters Score -890290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -890296.187500 Penalty: 4503.512695
	Iteration 107Q: 3 clusters Score -890296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -890296.375000 Penalty: 4503.512695
	Iteration 108Q: 3 clusters Score -890296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -890296.000000 Penalty: 4503.512695
	Iteration 109Q: 3 clusters Score -890296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -890298.812500 Penalty: 4503.512695
	Iteration 110Q: 3 clusters Score -890298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -890302.937500 Penalty: 4503.512695
	Iteration 111Q: 3 clusters Score -890302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -890303.000000 Penalty: 4503.512695
	Iteration 112Q: 3 clusters Score -890303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -890304.500000 Penalty: 4503.512695
	Iteration 113Q: 3 clusters Score -890304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -890306.750000 Penalty: 4503.512695
	Iteration 114Q: 3 clusters Score -890306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -890307.625000 Penalty: 4503.512695
	Iteration 115Q: 3 clusters Score -890307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -890311.187500 Penalty: 4503.512695
	Iteration 116Q: 3 clusters Score -890311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -890313.937500 Penalty: 4503.512695
	Iteration 117Q: 3 clusters Score -890313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -890314.875000 Penalty: 4503.512695
	Iteration 118Q: 3 clusters Score -890314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -890316.687500 Penalty: 4503.512695
	Iteration 119Q: 3 clusters Score -890316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -890315.312500 Penalty: 4503.512695
	Iteration 120F: 3 clusters Score -890315.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -431338.593750 Penalty: 2076.010742
	Iteration 0F: 2 clusters Score -431338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -427310.468750 Penalty: 4152.021484
	Iteration 0F: 3 clusters Score -427310.5 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -428300.312500 Penalty: 4152.021484
	Iteration 1F: 3 clusters Score -428300.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -428537.062500 Penalty: 4152.021484
	Iteration 2F: 3 clusters Score -428537.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -428702.218750 Penalty: 4152.021484
	Iteration 3F: 3 clusters Score -428702.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -428825.937500 Penalty: 4152.021484
	Iteration 4Q: 3 clusters Score -428825.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -428926.437500 Penalty: 4152.021484
	Iteration 5Q: 3 clusters Score -428926.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -429017.031250 Penalty: 4152.021484
	Iteration 6Q: 3 clusters Score -429017 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -429112.562500 Penalty: 4152.021484
	Iteration 7Q: 3 clusters Score -429112.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -429195.312500 Penalty: 4152.021484
	Iteration 8Q: 3 clusters Score -429195.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -429262.156250 Penalty: 4152.021484
	Iteration 9Q: 3 clusters Score -429262.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -429325.718750 Penalty: 4152.021484
	Iteration 10Q: 3 clusters Score -429325.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -429389.718750 Penalty: 4152.021484
	Iteration 11Q: 3 clusters Score -429389.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -429434.218750 Penalty: 4152.021484
	Iteration 12Q: 3 clusters Score -429434.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -429469.937500 Penalty: 4152.021484
	Iteration 13Q: 3 clusters Score -429469.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -429500.875000 Penalty: 4152.021484
	Iteration 14Q: 3 clusters Score -429500.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -429527.125000 Penalty: 4152.021484
	Iteration 15Q: 3 clusters Score -429527.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -429556.625000 Penalty: 4152.021484
	Iteration 16Q: 3 clusters Score -429556.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -429586.625000 Penalty: 4152.021484
	Iteration 17Q: 3 clusters Score -429586.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -429611.093750 Penalty: 4152.021484
	Iteration 18Q: 3 clusters Score -429611.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -429639.187500 Penalty: 4152.021484
	Iteration 19Q: 3 clusters Score -429639.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -429665.750000 Penalty: 4152.021484
	Iteration 20F: 3 clusters Score -429665.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -429683.031250 Penalty: 4152.021484
	Iteration 21Q: 3 clusters Score -429683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -429695.187500 Penalty: 4152.021484
	Iteration 22Q: 3 clusters Score -429695.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -429704.562500 Penalty: 4152.021484
	Iteration 23Q: 3 clusters Score -429704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -429716.687500 Penalty: 4152.021484
	Iteration 24Q: 3 clusters Score -429716.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -429728.250000 Penalty: 4152.021484
	Iteration 25Q: 3 clusters Score -429728.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -429735.437500 Penalty: 4152.021484
	Iteration 26Q: 3 clusters Score -429735.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -429738.656250 Penalty: 4152.021484
	Iteration 27Q: 3 clusters Score -429738.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -429742.218750 Penalty: 4152.021484
	Iteration 28Q: 3 clusters Score -429742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -429749.375000 Penalty: 4152.021484
	Iteration 29Q: 3 clusters Score -429749.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429755.343750 Penalty: 4152.021484
	Iteration 30Q: 3 clusters Score -429755.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -429759.000000 Penalty: 4152.021484
	Iteration 31Q: 3 clusters Score -429759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -429762.281250 Penalty: 4152.021484
	Iteration 32Q: 3 clusters Score -429762.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -429769.187500 Penalty: 4152.021484
	Iteration 33Q: 3 clusters Score -429769.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -429777.062500 Penalty: 4152.021484
	Iteration 34Q: 3 clusters Score -429777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -429780.406250 Penalty: 4152.021484
	Iteration 35Q: 3 clusters Score -429780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -429783.843750 Penalty: 4152.021484
	Iteration 36Q: 3 clusters Score -429783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -429788.562500 Penalty: 4152.021484
	Iteration 37Q: 3 clusters Score -429788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -429792.718750 Penalty: 4152.021484
	Iteration 38Q: 3 clusters Score -429792.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -429797.781250 Penalty: 4152.021484
	Iteration 39Q: 3 clusters Score -429797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -429811.250000 Penalty: 4152.021484
	Iteration 40F: 3 clusters Score -429811.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -429833.718750 Penalty: 4152.021484
	Iteration 41Q: 3 clusters Score -429833.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -429860.000000 Penalty: 4152.021484
	Iteration 42Q: 3 clusters Score -429860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -429899.343750 Penalty: 4152.021484
	Iteration 43Q: 3 clusters Score -429899.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -429948.750000 Penalty: 4152.021484
	Iteration 44Q: 3 clusters Score -429948.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -430001.093750 Penalty: 4152.021484
	Iteration 45Q: 3 clusters Score -430001.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -430059.812500 Penalty: 4152.021484
	Iteration 46Q: 3 clusters Score -430059.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -430105.906250 Penalty: 4152.021484
	Iteration 47Q: 3 clusters Score -430105.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -430140.875000 Penalty: 4152.021484
	Iteration 48Q: 3 clusters Score -430140.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -430172.000000 Penalty: 4152.021484
	Iteration 49Q: 3 clusters Score -430172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -430195.812500 Penalty: 4152.021484
	Iteration 50Q: 3 clusters Score -430195.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -430211.906250 Penalty: 4152.021484
	Iteration 51Q: 3 clusters Score -430211.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -430226.218750 Penalty: 4152.021484
	Iteration 52Q: 3 clusters Score -430226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -430239.687500 Penalty: 4152.021484
	Iteration 53Q: 3 clusters Score -430239.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -430246.281250 Penalty: 4152.021484
	Iteration 54Q: 3 clusters Score -430246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -430249.468750 Penalty: 4152.021484
	Iteration 55Q: 3 clusters Score -430249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -430251.875000 Penalty: 4152.021484
	Iteration 56Q: 3 clusters Score -430251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -430251.718750 Penalty: 4152.021484
	Iteration 57Q: 3 clusters Score -430251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -430252.156250 Penalty: 4152.021484
	Iteration 58Q: 3 clusters Score -430252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -430252.968750 Penalty: 4152.021484
	Iteration 59Q: 3 clusters Score -430253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -430252.843750 Penalty: 4152.021484
	Iteration 60F: 3 clusters Score -430252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -430255.781250 Penalty: 4152.021484
	Iteration 61Q: 3 clusters Score -430255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -430256.000000 Penalty: 4152.021484
	Iteration 62Q: 3 clusters Score -430256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -430256.843750 Penalty: 4152.021484
	Iteration 63Q: 3 clusters Score -430256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -430258.906250 Penalty: 4152.021484
	Iteration 64Q: 3 clusters Score -430258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -430258.343750 Penalty: 4152.021484
	Iteration 65Q: 3 clusters Score -430258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -430259.218750 Penalty: 4152.021484
	Iteration 66Q: 3 clusters Score -430259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -430259.968750 Penalty: 4152.021484
	Iteration 67Q: 3 clusters Score -430260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -430260.031250 Penalty: 4152.021484
	Iteration 68Q: 3 clusters Score -430260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -430260.250000 Penalty: 4152.021484
	Iteration 69Q: 3 clusters Score -430260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -430260.250000 Penalty: 4152.021484
	Iteration 70F: 3 clusters Score -430260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Entering Unmasked Estep 
Score: -908378.375000 Penalty: 2269.714844
	Iteration 0F: 2 clusters Score -908378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -901045.500000 Penalty: 4539.429688
	Iteration 0F: 3 clusters Score -901045.5 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -903076.625000 Penalty: 4539.429688
	Iteration 1F: 3 clusters Score -903076.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -903362.625000 Penalty: 4539.429688
	Iteration 2F: 3 clusters Score -903362.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -903576.437500 Penalty: 4539.429688
	Iteration 3Q: 3 clusters Score -903576.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -903736.875000 Penalty: 4539.429688
	Iteration 4Q: 3 clusters Score -903736.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -903860.562500 Penalty: 4539.429688
	Iteration 5Q: 3 clusters Score -903860.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -903968.562500 Penalty: 4539.429688
	Iteration 6Q: 3 clusters Score -903968.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -904064.687500 Penalty: 4539.429688
	Iteration 7Q: 3 clusters Score -904064.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -904162.562500 Penalty: 4539.429688
	Iteration 8Q: 3 clusters Score -904162.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -904243.687500 Penalty: 4539.429688
	Iteration 9Q: 3 clusters Score -904243.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -904304.625000 Penalty: 4539.429688
	Iteration 10Q: 3 clusters Score -904304.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -904360.875000 Penalty: 4539.429688
	Iteration 11Q: 3 clusters Score -904360.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -904414.875000 Penalty: 4539.429688
	Iteration 12Q: 3 clusters Score -904414.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -904473.187500 Penalty: 4539.429688
	Iteration 13Q: 3 clusters Score -904473.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -904525.812500 Penalty: 4539.429688
	Iteration 14Q: 3 clusters Score -904525.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -904587.687500 Penalty: 4539.429688
	Iteration 15Q: 3 clusters Score -904587.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -904675.937500 Penalty: 4539.429688
	Iteration 16Q: 3 clusters Score -904675.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -904804.750000 Penalty: 4539.429688
	Iteration 17Q: 3 clusters Score -904804.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -904998.125000 Penalty: 4539.429688
	Iteration 18Q: 3 clusters Score -904998.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -905238.750000 Penalty: 4539.429688
	Iteration 19Q: 3 clusters Score -905238.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -905484.375000 Penalty: 4539.429688
	Iteration 20F: 3 clusters Score -905484.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -905692.375000 Penalty: 4539.429688
	Iteration 21Q: 3 clusters Score -905692.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -905851.812500 Penalty: 4539.429688
	Iteration 22Q: 3 clusters Score -905851.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -905957.250000 Penalty: 4539.429688
	Iteration 23Q: 3 clusters Score -905957.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -906025.000000 Penalty: 4539.429688
	Iteration 24Q: 3 clusters Score -906025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -906066.750000 Penalty: 4539.429688
	Iteration 25Q: 3 clusters Score -906066.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -906099.125000 Penalty: 4539.429688
	Iteration 26Q: 3 clusters Score -906099.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -906114.937500 Penalty: 4539.429688
	Iteration 27Q: 3 clusters Score -906114.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -906130.937500 Penalty: 4539.429688
	Iteration 28Q: 3 clusters Score -906130.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -906141.375000 Penalty: 4539.429688
	Iteration 29Q: 3 clusters Score -906141.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -906149.562500 Penalty: 4539.429688
	Iteration 30Q: 3 clusters Score -906149.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -906161.187500 Penalty: 4539.429688
	Iteration 31Q: 3 clusters Score -906161.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -906170.187500 Penalty: 4539.429688
	Iteration 32Q: 3 clusters Score -906170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -906175.312500 Penalty: 4539.429688
	Iteration 33Q: 3 clusters Score -906175.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -906180.000000 Penalty: 4539.429688
	Iteration 34Q: 3 clusters Score -906180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -906186.000000 Penalty: 4539.429688
	Iteration 35Q: 3 clusters Score -906186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -906188.375000 Penalty: 4539.429688
	Iteration 36Q: 3 clusters Score -906188.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -906193.375000 Penalty: 4539.429688
	Iteration 37Q: 3 clusters Score -906193.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -906195.250000 Penalty: 4539.429688
	Iteration 38Q: 3 clusters Score -906195.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -906202.062500 Penalty: 4539.429688
	Iteration 39Q: 3 clusters Score -906202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -906201.750000 Penalty: 4539.429688
	Iteration 40F: 3 clusters Score -906201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -906207.687500 Penalty: 4539.429688
	Iteration 41Q: 3 clusters Score -906207.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -906209.750000 Penalty: 4539.429688
	Iteration 42Q: 3 clusters Score -906209.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -906209.562500 Penalty: 4539.429688
	Iteration 43Q: 3 clusters Score -906209.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -906214.937500 Penalty: 4539.429688
	Iteration 44Q: 3 clusters Score -906214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -906216.187500 Penalty: 4539.429688
	Iteration 45Q: 3 clusters Score -906216.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -906218.375000 Penalty: 4539.429688
	Iteration 46Q: 3 clusters Score -906218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -906221.687500 Penalty: 4539.429688
	Iteration 47Q: 3 clusters Score -906221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -906223.500000 Penalty: 4539.429688
	Iteration 48Q: 3 clusters Score -906223.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -906224.625000 Penalty: 4539.429688
	Iteration 49Q: 3 clusters Score -906224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -906225.375000 Penalty: 4539.429688
	Iteration 50Q: 3 clusters Score -906225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -906226.312500 Penalty: 4539.429688
	Iteration 51Q: 3 clusters Score -906226.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -906231.375000 Penalty: 4539.429688
	Iteration 52Q: 3 clusters Score -906231.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -906233.562500 Penalty: 4539.429688
	Iteration 53Q: 3 clusters Score -906233.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -906236.750000 Penalty: 4539.429688
	Iteration 54Q: 3 clusters Score -906236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -906239.312500 Penalty: 4539.429688
	Iteration 55Q: 3 clusters Score -906239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -906244.937500 Penalty: 4539.429688
	Iteration 56Q: 3 clusters Score -906244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -906244.750000 Penalty: 4539.429688
	Iteration 57Q: 3 clusters Score -906244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -906250.687500 Penalty: 4539.429688
	Iteration 58Q: 3 clusters Score -906250.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -906251.187500 Penalty: 4539.429688
	Iteration 59Q: 3 clusters Score -906251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -906255.062500 Penalty: 4539.429688
	Iteration 60F: 3 clusters Score -906255.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -906259.750000 Penalty: 4539.429688
	Iteration 61Q: 3 clusters Score -906259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -906263.125000 Penalty: 4539.429688
	Iteration 62Q: 3 clusters Score -906263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -906267.750000 Penalty: 4539.429688
	Iteration 63Q: 3 clusters Score -906267.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -906272.062500 Penalty: 4539.429688
	Iteration 64Q: 3 clusters Score -906272.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -906278.937500 Penalty: 4539.429688
	Iteration 65Q: 3 clusters Score -906278.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -906283.687500 Penalty: 4539.429688
	Iteration 66Q: 3 clusters Score -906283.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -906295.187500 Penalty: 4539.429688
	Iteration 67Q: 3 clusters Score -906295.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -906307.625000 Penalty: 4539.429688
	Iteration 68Q: 3 clusters Score -906307.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -906322.187500 Penalty: 4539.429688
	Iteration 69Q: 3 clusters Score -906322.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -906345.375000 Penalty: 4539.429688
	Iteration 70Q: 3 clusters Score -906345.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -906373.875000 Penalty: 4539.429688
	Iteration 71Q: 3 clusters Score -906373.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -906398.937500 Penalty: 4539.429688
	Iteration 72Q: 3 clusters Score -906398.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -906442.125000 Penalty: 4539.429688
	Iteration 73Q: 3 clusters Score -906442.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -906488.062500 Penalty: 4539.429688
	Iteration 74Q: 3 clusters Score -906488.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -906537.000000 Penalty: 4539.429688
	Iteration 75Q: 3 clusters Score -906537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -906591.875000 Penalty: 4539.429688
	Iteration 76Q: 3 clusters Score -906591.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -906670.875000 Penalty: 4539.429688
	Iteration 77Q: 3 clusters Score -906670.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -906750.250000 Penalty: 4539.429688
	Iteration 78Q: 3 clusters Score -906750.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -906815.500000 Penalty: 4539.429688
	Iteration 79Q: 3 clusters Score -906815.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -906886.125000 Penalty: 4539.429688
	Iteration 80F: 3 clusters Score -906886.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -906958.437500 Penalty: 4539.429688
	Iteration 81Q: 3 clusters Score -906958.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -907007.000000 Penalty: 4539.429688
	Iteration 82Q: 3 clusters Score -907007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -907034.312500 Penalty: 4539.429688
	Iteration 83Q: 3 clusters Score -907034.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -907055.312500 Penalty: 4539.429688
	Iteration 84Q: 3 clusters Score -907055.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -907075.437500 Penalty: 4539.429688
	Iteration 85Q: 3 clusters Score -907075.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -907090.437500 Penalty: 4539.429688
	Iteration 86Q: 3 clusters Score -907090.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -907102.937500 Penalty: 4539.429688
	Iteration 87Q: 3 clusters Score -907102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -907112.187500 Penalty: 4539.429688
	Iteration 88Q: 3 clusters Score -907112.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -907121.187500 Penalty: 4539.429688
	Iteration 89Q: 3 clusters Score -907121.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -907131.875000 Penalty: 4539.429688
	Iteration 90Q: 3 clusters Score -907131.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -907139.750000 Penalty: 4539.429688
	Iteration 91Q: 3 clusters Score -907139.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -907144.625000 Penalty: 4539.429688
	Iteration 92Q: 3 clusters Score -907144.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -907151.250000 Penalty: 4539.429688
	Iteration 93Q: 3 clusters Score -907151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -907153.125000 Penalty: 4539.429688
	Iteration 94Q: 3 clusters Score -907153.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -907156.000000 Penalty: 4539.429688
	Iteration 95Q: 3 clusters Score -907156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -907158.062500 Penalty: 4539.429688
	Iteration 96Q: 3 clusters Score -907158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -907159.937500 Penalty: 4539.429688
	Iteration 97Q: 3 clusters Score -907159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -907159.125000 Penalty: 4539.429688
	Iteration 98Q: 3 clusters Score -907159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -907162.500000 Penalty: 4539.429688
	Iteration 99Q: 3 clusters Score -907162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -907161.750000 Penalty: 4539.429688
	Iteration 100F: 3 clusters Score -907161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -907164.687500 Penalty: 4539.429688
	Iteration 101Q: 3 clusters Score -907164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -907164.250000 Penalty: 4539.429688
	Iteration 102Q: 3 clusters Score -907164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -907164.000000 Penalty: 4539.429688
	Iteration 103Q: 3 clusters Score -907164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -907164.000000 Penalty: 4539.429688
	Iteration 104F: 3 clusters Score -907164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -182586.953125 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -182587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -180072.062500 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -180072.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180519.953125 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -180520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -180615.265625 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -180615.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -180668.687500 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -180668.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -180711.171875 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -180711.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -180731.125000 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -180731.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180748.156250 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -180748.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -180760.890625 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -180760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -180773.281250 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -180773.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -180790.109375 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -180790.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -180800.984375 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -180801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -180810.968750 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -180811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -180817.468750 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -180817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -180820.687500 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -180820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -180824.953125 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -180825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -180827.890625 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -180827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -180828.984375 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -180829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -180829.562500 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -180829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180830.765625 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -180830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180831.109375 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -180831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180831.109375 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -180831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -826813.062500 Penalty: 2227.425781
	Iteration 0F: 2 clusters Score -826813.1 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 3956 members 
Entering Unmasked Estep 
Score: -820408.625000 Penalty: 4454.851562
	Iteration 0F: 3 clusters Score -820408.6 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -822096.562500 Penalty: 4454.851562
	Iteration 1F: 3 clusters Score -822096.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -822314.062500 Penalty: 4454.851562
	Iteration 2F: 3 clusters Score -822314.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -822461.875000 Penalty: 4454.851562
	Iteration 3Q: 3 clusters Score -822461.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -822587.687500 Penalty: 4454.851562
	Iteration 4Q: 3 clusters Score -822587.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -822686.625000 Penalty: 4454.851562
	Iteration 5Q: 3 clusters Score -822686.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -822764.125000 Penalty: 4454.851562
	Iteration 6Q: 3 clusters Score -822764.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -822838.000000 Penalty: 4454.851562
	Iteration 7Q: 3 clusters Score -822838 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -822909.937500 Penalty: 4454.851562
	Iteration 8Q: 3 clusters Score -822909.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -822985.875000 Penalty: 4454.851562
	Iteration 9Q: 3 clusters Score -822985.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -823072.437500 Penalty: 4454.851562
	Iteration 10Q: 3 clusters Score -823072.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -823160.437500 Penalty: 4454.851562
	Iteration 11Q: 3 clusters Score -823160.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -823269.375000 Penalty: 4454.851562
	Iteration 12Q: 3 clusters Score -823269.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -823374.937500 Penalty: 4454.851562
	Iteration 13Q: 3 clusters Score -823374.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -823505.062500 Penalty: 4454.851562
	Iteration 14Q: 3 clusters Score -823505.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -823615.750000 Penalty: 4454.851562
	Iteration 15Q: 3 clusters Score -823615.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -823730.875000 Penalty: 4454.851562
	Iteration 16Q: 3 clusters Score -823730.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -823846.062500 Penalty: 4454.851562
	Iteration 17Q: 3 clusters Score -823846.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -823942.437500 Penalty: 4454.851562
	Iteration 18Q: 3 clusters Score -823942.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -824038.125000 Penalty: 4454.851562
	Iteration 19Q: 3 clusters Score -824038.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -824140.562500 Penalty: 4454.851562
	Iteration 20F: 3 clusters Score -824140.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -824263.625000 Penalty: 4454.851562
	Iteration 21Q: 3 clusters Score -824263.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -824394.875000 Penalty: 4454.851562
	Iteration 22Q: 3 clusters Score -824394.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -824531.062500 Penalty: 4454.851562
	Iteration 23Q: 3 clusters Score -824531.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -824638.625000 Penalty: 4454.851562
	Iteration 24Q: 3 clusters Score -824638.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -824705.687500 Penalty: 4454.851562
	Iteration 25Q: 3 clusters Score -824705.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -824751.312500 Penalty: 4454.851562
	Iteration 26Q: 3 clusters Score -824751.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -824780.687500 Penalty: 4454.851562
	Iteration 27Q: 3 clusters Score -824780.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -824800.812500 Penalty: 4454.851562
	Iteration 28Q: 3 clusters Score -824800.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -824814.062500 Penalty: 4454.851562
	Iteration 29Q: 3 clusters Score -824814.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -824824.062500 Penalty: 4454.851562
	Iteration 30Q: 3 clusters Score -824824.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -824830.312500 Penalty: 4454.851562
	Iteration 31Q: 3 clusters Score -824830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -824836.187500 Penalty: 4454.851562
	Iteration 32Q: 3 clusters Score -824836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -824838.562500 Penalty: 4454.851562
	Iteration 33Q: 3 clusters Score -824838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -824842.312500 Penalty: 4454.851562
	Iteration 34Q: 3 clusters Score -824842.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -824845.125000 Penalty: 4454.851562
	Iteration 35Q: 3 clusters Score -824845.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -824851.562500 Penalty: 4454.851562
	Iteration 36Q: 3 clusters Score -824851.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -824853.500000 Penalty: 4454.851562
	Iteration 37Q: 3 clusters Score -824853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -824856.312500 Penalty: 4454.851562
	Iteration 38Q: 3 clusters Score -824856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -824856.187500 Penalty: 4454.851562
	Iteration 39Q: 3 clusters Score -824856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -824857.437500 Penalty: 4454.851562
	Iteration 40F: 3 clusters Score -824857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -824856.687500 Penalty: 4454.851562
	Iteration 41Q: 3 clusters Score -824856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -824855.562500 Penalty: 4454.851562
	Iteration 42Q: 3 clusters Score -824855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -824855.562500 Penalty: 4454.851562
	Iteration 43F: 3 clusters Score -824855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -750161.375000 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -750161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -743881.000000 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -743881 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -745663.500000 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -745663.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -746014.375000 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -746014.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -746287.437500 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -746287.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -746535.687500 Penalty: 4448.324707
	Iteration 4F: 3 clusters Score -746535.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -746793.812500 Penalty: 4448.324707
	Iteration 5Q: 3 clusters Score -746793.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -747025.125000 Penalty: 4448.324707
	Iteration 6Q: 3 clusters Score -747025.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -747242.812500 Penalty: 4448.324707
	Iteration 7Q: 3 clusters Score -747242.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -747454.375000 Penalty: 4448.324707
	Iteration 8Q: 3 clusters Score -747454.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -747603.812500 Penalty: 4448.324707
	Iteration 9Q: 3 clusters Score -747603.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -747727.250000 Penalty: 4448.324707
	Iteration 10Q: 3 clusters Score -747727.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -747839.437500 Penalty: 4448.324707
	Iteration 11Q: 3 clusters Score -747839.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -747956.562500 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -747956.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -748057.812500 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -748057.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -748141.187500 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -748141.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -748219.312500 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -748219.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -748289.937500 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -748289.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -748362.000000 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -748362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -748413.000000 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -748413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -748460.562500 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -748460.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -748504.437500 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -748504.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -748535.937500 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -748535.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -748567.625000 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -748567.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -748600.312500 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -748600.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -748625.687500 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -748625.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -748652.812500 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -748652.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -748672.312500 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -748672.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -748688.375000 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -748688.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -748704.125000 Penalty: 4448.324707
	Iteration 28Q: 3 clusters Score -748704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -748714.125000 Penalty: 4448.324707
	Iteration 29Q: 3 clusters Score -748714.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -748717.500000 Penalty: 4448.324707
	Iteration 30Q: 3 clusters Score -748717.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -748722.562500 Penalty: 4448.324707
	Iteration 31Q: 3 clusters Score -748722.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -748728.062500 Penalty: 4448.324707
	Iteration 32Q: 3 clusters Score -748728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -748727.812500 Penalty: 4448.324707
	Iteration 33Q: 3 clusters Score -748727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -748729.062500 Penalty: 4448.324707
	Iteration 34Q: 3 clusters Score -748729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -748731.562500 Penalty: 4448.324707
	Iteration 35Q: 3 clusters Score -748731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -748735.437500 Penalty: 4448.324707
	Iteration 36Q: 3 clusters Score -748735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -748734.937500 Penalty: 4448.324707
	Iteration 37Q: 3 clusters Score -748734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -748739.125000 Penalty: 4448.324707
	Iteration 38Q: 3 clusters Score -748739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -748739.500000 Penalty: 4448.324707
	Iteration 39Q: 3 clusters Score -748739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -748739.187500 Penalty: 4448.324707
	Iteration 40F: 3 clusters Score -748739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -748740.000000 Penalty: 4448.324707
	Iteration 41Q: 3 clusters Score -748740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -748740.125000 Penalty: 4448.324707
	Iteration 42Q: 3 clusters Score -748740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -748740.125000 Penalty: 4448.324707
	Iteration 43F: 3 clusters Score -748740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Entering Unmasked Estep 
Score: -1511638.625000 Penalty: 2385.132812
	Iteration 0F: 2 clusters Score -1511639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1500706.000000 Penalty: 4770.265625
	Iteration 0F: 3 clusters Score -1500706 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1504225.625000 Penalty: 4770.265625
	Iteration 1F: 3 clusters Score -1504226 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1504578.250000 Penalty: 4770.265625
	Iteration 2F: 3 clusters Score -1504578 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1504894.875000 Penalty: 4770.265625
	Iteration 3Q: 3 clusters Score -1504895 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1505203.875000 Penalty: 4770.265625
	Iteration 4Q: 3 clusters Score -1505204 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1505470.375000 Penalty: 4770.265625
	Iteration 5Q: 3 clusters Score -1505470 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1505724.875000 Penalty: 4770.265625
	Iteration 6Q: 3 clusters Score -1505725 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1505982.750000 Penalty: 4770.265625
	Iteration 7Q: 3 clusters Score -1505983 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1506258.625000 Penalty: 4770.265625
	Iteration 8Q: 3 clusters Score -1506259 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1506507.125000 Penalty: 4770.265625
	Iteration 9Q: 3 clusters Score -1506507 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1506732.375000 Penalty: 4770.265625
	Iteration 10Q: 3 clusters Score -1506732 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1506940.250000 Penalty: 4770.265625
	Iteration 11Q: 3 clusters Score -1506940 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1507110.250000 Penalty: 4770.265625
	Iteration 12Q: 3 clusters Score -1507110 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1507240.375000 Penalty: 4770.265625
	Iteration 13Q: 3 clusters Score -1507240 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1507353.375000 Penalty: 4770.265625
	Iteration 14Q: 3 clusters Score -1507353 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1507468.250000 Penalty: 4770.265625
	Iteration 15Q: 3 clusters Score -1507468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1507572.375000 Penalty: 4770.265625
	Iteration 16Q: 3 clusters Score -1507572 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1507658.375000 Penalty: 4770.265625
	Iteration 17Q: 3 clusters Score -1507658 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1507734.625000 Penalty: 4770.265625
	Iteration 18Q: 3 clusters Score -1507735 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1507792.750000 Penalty: 4770.265625
	Iteration 19Q: 3 clusters Score -1507793 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1507877.250000 Penalty: 4770.265625
	Iteration 20F: 3 clusters Score -1507877 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1507963.000000 Penalty: 4770.265625
	Iteration 21Q: 3 clusters Score -1507963 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1508066.250000 Penalty: 4770.265625
	Iteration 22Q: 3 clusters Score -1508066 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1508162.375000 Penalty: 4770.265625
	Iteration 23Q: 3 clusters Score -1508162 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1508273.250000 Penalty: 4770.265625
	Iteration 24Q: 3 clusters Score -1508273 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1508392.250000 Penalty: 4770.265625
	Iteration 25Q: 3 clusters Score -1508392 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1508508.875000 Penalty: 4770.265625
	Iteration 26Q: 3 clusters Score -1508509 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1508628.875000 Penalty: 4770.265625
	Iteration 27Q: 3 clusters Score -1508629 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1508774.500000 Penalty: 4770.265625
	Iteration 28Q: 3 clusters Score -1508774 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1508920.000000 Penalty: 4770.265625
	Iteration 29Q: 3 clusters Score -1508920 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1509058.250000 Penalty: 4770.265625
	Iteration 30Q: 3 clusters Score -1509058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1509169.750000 Penalty: 4770.265625
	Iteration 31Q: 3 clusters Score -1509170 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1509282.125000 Penalty: 4770.265625
	Iteration 32Q: 3 clusters Score -1509282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1509382.625000 Penalty: 4770.265625
	Iteration 33Q: 3 clusters Score -1509383 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1509481.750000 Penalty: 4770.265625
	Iteration 34Q: 3 clusters Score -1509482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1509558.125000 Penalty: 4770.265625
	Iteration 35Q: 3 clusters Score -1509558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1509624.750000 Penalty: 4770.265625
	Iteration 36Q: 3 clusters Score -1509625 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1509689.125000 Penalty: 4770.265625
	Iteration 37Q: 3 clusters Score -1509689 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1509734.500000 Penalty: 4770.265625
	Iteration 38Q: 3 clusters Score -1509734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1509782.500000 Penalty: 4770.265625
	Iteration 39Q: 3 clusters Score -1509782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1509827.125000 Penalty: 4770.265625
	Iteration 40F: 3 clusters Score -1509827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1509856.500000 Penalty: 4770.265625
	Iteration 41Q: 3 clusters Score -1509856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1509879.375000 Penalty: 4770.265625
	Iteration 42Q: 3 clusters Score -1509879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1509886.500000 Penalty: 4770.265625
	Iteration 43Q: 3 clusters Score -1509886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1509899.000000 Penalty: 4770.265625
	Iteration 44Q: 3 clusters Score -1509899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1509902.625000 Penalty: 4770.265625
	Iteration 45Q: 3 clusters Score -1509903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1509911.500000 Penalty: 4770.265625
	Iteration 46Q: 3 clusters Score -1509912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1509911.000000 Penalty: 4770.265625
	Iteration 47Q: 3 clusters Score -1509911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1509916.750000 Penalty: 4770.265625
	Iteration 48Q: 3 clusters Score -1509917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1509918.250000 Penalty: 4770.265625
	Iteration 49Q: 3 clusters Score -1509918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1509918.500000 Penalty: 4770.265625
	Iteration 50Q: 3 clusters Score -1509918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1509921.750000 Penalty: 4770.265625
	Iteration 51Q: 3 clusters Score -1509922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1509921.875000 Penalty: 4770.265625
	Iteration 52Q: 3 clusters Score -1509922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1509922.500000 Penalty: 4770.265625
	Iteration 53Q: 3 clusters Score -1509922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1509925.250000 Penalty: 4770.265625
	Iteration 54Q: 3 clusters Score -1509925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1509925.625000 Penalty: 4770.265625
	Iteration 55Q: 3 clusters Score -1509926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1509927.000000 Penalty: 4770.265625
	Iteration 56Q: 3 clusters Score -1509927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1509929.750000 Penalty: 4770.265625
	Iteration 57Q: 3 clusters Score -1509930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1509930.625000 Penalty: 4770.265625
	Iteration 58Q: 3 clusters Score -1509931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1509931.125000 Penalty: 4770.265625
	Iteration 59Q: 3 clusters Score -1509931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1509930.125000 Penalty: 4770.265625
	Iteration 60F: 3 clusters Score -1509930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1509931.875000 Penalty: 4770.265625
	Iteration 61Q: 3 clusters Score -1509932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1509932.375000 Penalty: 4770.265625
	Iteration 62Q: 3 clusters Score -1509932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1509934.375000 Penalty: 4770.265625
	Iteration 63Q: 3 clusters Score -1509934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1509933.625000 Penalty: 4770.265625
	Iteration 64Q: 3 clusters Score -1509934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1509936.250000 Penalty: 4770.265625
	Iteration 65Q: 3 clusters Score -1509936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1509933.500000 Penalty: 4770.265625
	Iteration 66Q: 3 clusters Score -1509934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1509935.000000 Penalty: 4770.265625
	Iteration 67Q: 3 clusters Score -1509935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1509935.000000 Penalty: 4770.265625
	Iteration 68F: 3 clusters Score -1509935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Entering Unmasked Estep 
Score: -312984.781250 Penalty: 2043.091675
	Iteration 0F: 2 clusters Score -312984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -309270.812500 Penalty: 4086.183350
	Iteration 0F: 3 clusters Score -309270.8 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -310474.968750 Penalty: 4086.183350
	Iteration 1F: 3 clusters Score -310475 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -310974.750000 Penalty: 4086.183350
	Iteration 2F: 3 clusters Score -310974.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -311317.656250 Penalty: 4086.183350
	Iteration 3F: 3 clusters Score -311317.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -311527.500000 Penalty: 4086.183350
	Iteration 4F: 3 clusters Score -311527.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -311674.906250 Penalty: 4086.183350
	Iteration 5Q: 3 clusters Score -311674.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -311768.375000 Penalty: 4086.183350
	Iteration 6Q: 3 clusters Score -311768.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -311846.375000 Penalty: 4086.183350
	Iteration 7Q: 3 clusters Score -311846.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -311908.812500 Penalty: 4086.183350
	Iteration 8Q: 3 clusters Score -311908.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -311963.218750 Penalty: 4086.183350
	Iteration 9Q: 3 clusters Score -311963.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -311985.156250 Penalty: 4086.183350
	Iteration 10Q: 3 clusters Score -311985.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -311998.031250 Penalty: 4086.183350
	Iteration 11Q: 3 clusters Score -311998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -312007.093750 Penalty: 4086.183350
	Iteration 12Q: 3 clusters Score -312007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -312012.593750 Penalty: 4086.183350
	Iteration 13Q: 3 clusters Score -312012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -312017.656250 Penalty: 4086.183350
	Iteration 14Q: 3 clusters Score -312017.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -312023.031250 Penalty: 4086.183350
	Iteration 15Q: 3 clusters Score -312023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -312026.781250 Penalty: 4086.183350
	Iteration 16Q: 3 clusters Score -312026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -312033.281250 Penalty: 4086.183350
	Iteration 17Q: 3 clusters Score -312033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -312039.156250 Penalty: 4086.183350
	Iteration 18Q: 3 clusters Score -312039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -312044.375000 Penalty: 4086.183350
	Iteration 19Q: 3 clusters Score -312044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -312051.343750 Penalty: 4086.183350
	Iteration 20F: 3 clusters Score -312051.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -312061.031250 Penalty: 4086.183350
	Iteration 21Q: 3 clusters Score -312061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -312066.968750 Penalty: 4086.183350
	Iteration 22Q: 3 clusters Score -312067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -312075.156250 Penalty: 4086.183350
	Iteration 23Q: 3 clusters Score -312075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -312083.968750 Penalty: 4086.183350
	Iteration 24Q: 3 clusters Score -312084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -312088.218750 Penalty: 4086.183350
	Iteration 25Q: 3 clusters Score -312088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -312091.000000 Penalty: 4086.183350
	Iteration 26Q: 3 clusters Score -312091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -312093.875000 Penalty: 4086.183350
	Iteration 27Q: 3 clusters Score -312093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -312096.406250 Penalty: 4086.183350
	Iteration 28Q: 3 clusters Score -312096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -312101.375000 Penalty: 4086.183350
	Iteration 29Q: 3 clusters Score -312101.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -312114.625000 Penalty: 4086.183350
	Iteration 30Q: 3 clusters Score -312114.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -312122.656250 Penalty: 4086.183350
	Iteration 31Q: 3 clusters Score -312122.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -312134.750000 Penalty: 4086.183350
	Iteration 32Q: 3 clusters Score -312134.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -312146.281250 Penalty: 4086.183350
	Iteration 33Q: 3 clusters Score -312146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -312155.125000 Penalty: 4086.183350
	Iteration 34Q: 3 clusters Score -312155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -312165.031250 Penalty: 4086.183350
	Iteration 35Q: 3 clusters Score -312165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -312178.218750 Penalty: 4086.183350
	Iteration 36Q: 3 clusters Score -312178.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -312184.343750 Penalty: 4086.183350
	Iteration 37Q: 3 clusters Score -312184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -312186.906250 Penalty: 4086.183350
	Iteration 38Q: 3 clusters Score -312186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -312189.281250 Penalty: 4086.183350
	Iteration 39Q: 3 clusters Score -312189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -312192.937500 Penalty: 4086.183350
	Iteration 40F: 3 clusters Score -312192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -312194.718750 Penalty: 4086.183350
	Iteration 41Q: 3 clusters Score -312194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -312195.187500 Penalty: 4086.183350
	Iteration 42Q: 3 clusters Score -312195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -312195.187500 Penalty: 4086.183350
	Iteration 43F: 3 clusters Score -312195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Entering Unmasked Estep 
Score: -4400494.000000 Penalty: 2646.315918
	Iteration 0F: 2 clusters Score -4400494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4371221.500000 Penalty: 5292.631836
	Iteration 0F: 3 clusters Score -4371222 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4382207.500000 Penalty: 5292.631836
	Iteration 1F: 3 clusters Score -4382208 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4382798.000000 Penalty: 5292.631836
	Iteration 2Q: 3 clusters Score -4382798 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4383398.000000 Penalty: 5292.631836
	Iteration 3Q: 3 clusters Score -4383398 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4384171.000000 Penalty: 5292.631836
	Iteration 4Q: 3 clusters Score -4384171 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4385193.000000 Penalty: 5292.631836
	Iteration 5F: 3 clusters Score -4385193 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4386591.500000 Penalty: 5292.631836
	Iteration 6F: 3 clusters Score -4386592 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4388351.500000 Penalty: 5292.631836
	Iteration 7F: 3 clusters Score -4388352 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4390402.000000 Penalty: 5292.631836
	Iteration 8F: 3 clusters Score -4390402 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4392511.000000 Penalty: 5292.631836
	Iteration 9F: 3 clusters Score -4392511 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -4394392.500000 Penalty: 5292.631836
	Iteration 10F: 3 clusters Score -4394392 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4395950.000000 Penalty: 5292.631836
	Iteration 11Q: 3 clusters Score -4395950 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4396982.500000 Penalty: 5292.631836
	Iteration 12Q: 3 clusters Score -4396982 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -4397516.000000 Penalty: 5292.631836
	Iteration 13Q: 3 clusters Score -4397516 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -4397791.000000 Penalty: 5292.631836
	Iteration 14Q: 3 clusters Score -4397791 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -4397944.500000 Penalty: 5292.631836
	Iteration 15Q: 3 clusters Score -4397944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -4398031.500000 Penalty: 5292.631836
	Iteration 16Q: 3 clusters Score -4398032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -4398080.500000 Penalty: 5292.631836
	Iteration 17Q: 3 clusters Score -4398080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -4398115.000000 Penalty: 5292.631836
	Iteration 18Q: 3 clusters Score -4398115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4398128.500000 Penalty: 5292.631836
	Iteration 19Q: 3 clusters Score -4398128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -4398136.500000 Penalty: 5292.631836
	Iteration 20F: 3 clusters Score -4398136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -4398151.500000 Penalty: 5292.631836
	Iteration 21Q: 3 clusters Score -4398152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -4398155.000000 Penalty: 5292.631836
	Iteration 22Q: 3 clusters Score -4398155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -4398166.500000 Penalty: 5292.631836
	Iteration 23Q: 3 clusters Score -4398166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -4398171.000000 Penalty: 5292.631836
	Iteration 24Q: 3 clusters Score -4398171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -4398172.500000 Penalty: 5292.631836
	Iteration 25Q: 3 clusters Score -4398172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4398180.500000 Penalty: 5292.631836
	Iteration 26Q: 3 clusters Score -4398180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4398181.500000 Penalty: 5292.631836
	Iteration 27Q: 3 clusters Score -4398182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -4398179.500000 Penalty: 5292.631836
	Iteration 28Q: 3 clusters Score -4398180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -4398179.000000 Penalty: 5292.631836
	Iteration 29Q: 3 clusters Score -4398179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -4398181.500000 Penalty: 5292.631836
	Iteration 30Q: 3 clusters Score -4398182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -4398189.000000 Penalty: 5292.631836
	Iteration 31Q: 3 clusters Score -4398189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -4398182.500000 Penalty: 5292.631836
	Iteration 32Q: 3 clusters Score -4398182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -4398192.000000 Penalty: 5292.631836
	Iteration 33Q: 3 clusters Score -4398192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -4398192.000000 Penalty: 5292.631836
	Iteration 34F: 3 clusters Score -4398192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -531362.750000 Penalty: 2137.070557
	Iteration 0F: 2 clusters Score -531362.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -526546.125000 Penalty: 4274.141113
	Iteration 0F: 3 clusters Score -526546.1 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -528131.000000 Penalty: 4274.141113
	Iteration 1F: 3 clusters Score -528131 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -528917.375000 Penalty: 4274.141113
	Iteration 2F: 3 clusters Score -528917.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -529613.562500 Penalty: 4274.141113
	Iteration 3F: 3 clusters Score -529613.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -530206.937500 Penalty: 4274.141113
	Iteration 4F: 3 clusters Score -530206.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -530520.500000 Penalty: 4274.141113
	Iteration 5F: 3 clusters Score -530520.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -530682.437500 Penalty: 4274.141113
	Iteration 6Q: 3 clusters Score -530682.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -530771.125000 Penalty: 4274.141113
	Iteration 7Q: 3 clusters Score -530771.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -530844.375000 Penalty: 4274.141113
	Iteration 8Q: 3 clusters Score -530844.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -530868.375000 Penalty: 4274.141113
	Iteration 9Q: 3 clusters Score -530868.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -530888.437500 Penalty: 4274.141113
	Iteration 10Q: 3 clusters Score -530888.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -530902.187500 Penalty: 4274.141113
	Iteration 11Q: 3 clusters Score -530902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -530909.750000 Penalty: 4274.141113
	Iteration 12Q: 3 clusters Score -530909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -530919.125000 Penalty: 4274.141113
	Iteration 13Q: 3 clusters Score -530919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -530923.812500 Penalty: 4274.141113
	Iteration 14Q: 3 clusters Score -530923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -530926.125000 Penalty: 4274.141113
	Iteration 15Q: 3 clusters Score -530926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -530928.687500 Penalty: 4274.141113
	Iteration 16Q: 3 clusters Score -530928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -530930.687500 Penalty: 4274.141113
	Iteration 17Q: 3 clusters Score -530930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -530931.562500 Penalty: 4274.141113
	Iteration 18Q: 3 clusters Score -530931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -530934.187500 Penalty: 4274.141113
	Iteration 19Q: 3 clusters Score -530934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -530936.125000 Penalty: 4274.141113
	Iteration 20F: 3 clusters Score -530936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -530936.375000 Penalty: 4274.141113
	Iteration 21Q: 3 clusters Score -530936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -530936.562500 Penalty: 4274.141113
	Iteration 22Q: 3 clusters Score -530936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -530935.312500 Penalty: 4274.141113
	Iteration 23Q: 3 clusters Score -530935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -530935.312500 Penalty: 4274.141113
	Iteration 24F: 3 clusters Score -530935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Entering Unmasked Estep 
Score: -3627663.500000 Penalty: 2594.196777
	Iteration 0F: 2 clusters Score -3627664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3603838.500000 Penalty: 5188.393555
	Iteration 0F: 3 clusters Score -3603838 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3612731.750000 Penalty: 5188.393555
	Iteration 1F: 3 clusters Score -3612732 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3613469.250000 Penalty: 5188.393555
	Iteration 2Q: 3 clusters Score -3613469 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3614567.500000 Penalty: 5188.393555
	Iteration 3F: 3 clusters Score -3614568 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3616055.000000 Penalty: 5188.393555
	Iteration 4F: 3 clusters Score -3616055 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3617679.000000 Penalty: 5188.393555
	Iteration 5F: 3 clusters Score -3617679 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3619184.500000 Penalty: 5188.393555
	Iteration 6F: 3 clusters Score -3619184 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3620566.750000 Penalty: 5188.393555
	Iteration 7F: 3 clusters Score -3620567 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3621684.000000 Penalty: 5188.393555
	Iteration 8F: 3 clusters Score -3621684 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3622508.250000 Penalty: 5188.393555
	Iteration 9Q: 3 clusters Score -3622508 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3622974.000000 Penalty: 5188.393555
	Iteration 10Q: 3 clusters Score -3622974 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3623227.500000 Penalty: 5188.393555
	Iteration 11Q: 3 clusters Score -3623228 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3623343.000000 Penalty: 5188.393555
	Iteration 12Q: 3 clusters Score -3623343 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3623459.250000 Penalty: 5188.393555
	Iteration 13Q: 3 clusters Score -3623459 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3623534.000000 Penalty: 5188.393555
	Iteration 14Q: 3 clusters Score -3623534 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3623641.000000 Penalty: 5188.393555
	Iteration 15Q: 3 clusters Score -3623641 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3623704.000000 Penalty: 5188.393555
	Iteration 16Q: 3 clusters Score -3623704 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3623781.750000 Penalty: 5188.393555
	Iteration 17Q: 3 clusters Score -3623782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3623854.000000 Penalty: 5188.393555
	Iteration 18Q: 3 clusters Score -3623854 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3623932.750000 Penalty: 5188.393555
	Iteration 19Q: 3 clusters Score -3623933 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3623968.750000 Penalty: 5188.393555
	Iteration 20F: 3 clusters Score -3623969 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3624043.000000 Penalty: 5188.393555
	Iteration 21Q: 3 clusters Score -3624043 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3624085.250000 Penalty: 5188.393555
	Iteration 22Q: 3 clusters Score -3624085 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3624140.500000 Penalty: 5188.393555
	Iteration 23Q: 3 clusters Score -3624140 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3624177.250000 Penalty: 5188.393555
	Iteration 24Q: 3 clusters Score -3624177 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3624229.250000 Penalty: 5188.393555
	Iteration 25Q: 3 clusters Score -3624229 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3624258.250000 Penalty: 5188.393555
	Iteration 26Q: 3 clusters Score -3624258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3624279.750000 Penalty: 5188.393555
	Iteration 27Q: 3 clusters Score -3624280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3624316.000000 Penalty: 5188.393555
	Iteration 28Q: 3 clusters Score -3624316 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3624349.500000 Penalty: 5188.393555
	Iteration 29Q: 3 clusters Score -3624350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3624362.250000 Penalty: 5188.393555
	Iteration 30Q: 3 clusters Score -3624362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -3624386.000000 Penalty: 5188.393555
	Iteration 31Q: 3 clusters Score -3624386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3624408.250000 Penalty: 5188.393555
	Iteration 32Q: 3 clusters Score -3624408 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3624419.250000 Penalty: 5188.393555
	Iteration 33Q: 3 clusters Score -3624419 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3624449.000000 Penalty: 5188.393555
	Iteration 34Q: 3 clusters Score -3624449 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3624464.250000 Penalty: 5188.393555
	Iteration 35Q: 3 clusters Score -3624464 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3624475.500000 Penalty: 5188.393555
	Iteration 36Q: 3 clusters Score -3624476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3624480.000000 Penalty: 5188.393555
	Iteration 37Q: 3 clusters Score -3624480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3624489.750000 Penalty: 5188.393555
	Iteration 38Q: 3 clusters Score -3624490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3624526.250000 Penalty: 5188.393555
	Iteration 39Q: 3 clusters Score -3624526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3624534.750000 Penalty: 5188.393555
	Iteration 40F: 3 clusters Score -3624535 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3624550.000000 Penalty: 5188.393555
	Iteration 41Q: 3 clusters Score -3624550 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3624571.500000 Penalty: 5188.393555
	Iteration 42Q: 3 clusters Score -3624572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3624598.250000 Penalty: 5188.393555
	Iteration 43Q: 3 clusters Score -3624598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3624612.500000 Penalty: 5188.393555
	Iteration 44Q: 3 clusters Score -3624612 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3624643.250000 Penalty: 5188.393555
	Iteration 45Q: 3 clusters Score -3624643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3624668.500000 Penalty: 5188.393555
	Iteration 46Q: 3 clusters Score -3624668 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3624698.500000 Penalty: 5188.393555
	Iteration 47Q: 3 clusters Score -3624698 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3624733.000000 Penalty: 5188.393555
	Iteration 48Q: 3 clusters Score -3624733 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3624749.500000 Penalty: 5188.393555
	Iteration 49Q: 3 clusters Score -3624750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3624770.500000 Penalty: 5188.393555
	Iteration 50Q: 3 clusters Score -3624770 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3624778.500000 Penalty: 5188.393555
	Iteration 51Q: 3 clusters Score -3624778 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3624790.000000 Penalty: 5188.393555
	Iteration 52Q: 3 clusters Score -3624790 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3624833.000000 Penalty: 5188.393555
	Iteration 53Q: 3 clusters Score -3624833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3624856.000000 Penalty: 5188.393555
	Iteration 54Q: 3 clusters Score -3624856 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3624864.000000 Penalty: 5188.393555
	Iteration 55Q: 3 clusters Score -3624864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3624872.750000 Penalty: 5188.393555
	Iteration 56Q: 3 clusters Score -3624873 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3624894.750000 Penalty: 5188.393555
	Iteration 57Q: 3 clusters Score -3624895 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3624919.250000 Penalty: 5188.393555
	Iteration 58Q: 3 clusters Score -3624919 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3624936.250000 Penalty: 5188.393555
	Iteration 59Q: 3 clusters Score -3624936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3624961.250000 Penalty: 5188.393555
	Iteration 60F: 3 clusters Score -3624961 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3624989.500000 Penalty: 5188.393555
	Iteration 61Q: 3 clusters Score -3624990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3625012.250000 Penalty: 5188.393555
	Iteration 62Q: 3 clusters Score -3625012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3625033.000000 Penalty: 5188.393555
	Iteration 63Q: 3 clusters Score -3625033 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3625049.250000 Penalty: 5188.393555
	Iteration 64Q: 3 clusters Score -3625049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3625084.750000 Penalty: 5188.393555
	Iteration 65Q: 3 clusters Score -3625085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3625106.750000 Penalty: 5188.393555
	Iteration 66Q: 3 clusters Score -3625107 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3625125.750000 Penalty: 5188.393555
	Iteration 67Q: 3 clusters Score -3625126 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3625154.500000 Penalty: 5188.393555
	Iteration 68Q: 3 clusters Score -3625154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3625169.250000 Penalty: 5188.393555
	Iteration 69Q: 3 clusters Score -3625169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3625187.000000 Penalty: 5188.393555
	Iteration 70Q: 3 clusters Score -3625187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3625205.250000 Penalty: 5188.393555
	Iteration 71Q: 3 clusters Score -3625205 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3625225.750000 Penalty: 5188.393555
	Iteration 72Q: 3 clusters Score -3625226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3625246.500000 Penalty: 5188.393555
	Iteration 73Q: 3 clusters Score -3625246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3625261.750000 Penalty: 5188.393555
	Iteration 74Q: 3 clusters Score -3625262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3625291.750000 Penalty: 5188.393555
	Iteration 75Q: 3 clusters Score -3625292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3625316.000000 Penalty: 5188.393555
	Iteration 76Q: 3 clusters Score -3625316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3625332.500000 Penalty: 5188.393555
	Iteration 77Q: 3 clusters Score -3625332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3625362.000000 Penalty: 5188.393555
	Iteration 78Q: 3 clusters Score -3625362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3625364.250000 Penalty: 5188.393555
	Iteration 79Q: 3 clusters Score -3625364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3625357.750000 Penalty: 5188.393555
	Iteration 80F: 3 clusters Score -3625358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3625362.250000 Penalty: 5188.393555
	Iteration 81Q: 3 clusters Score -3625362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3625380.750000 Penalty: 5188.393555
	Iteration 82Q: 3 clusters Score -3625381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3625392.250000 Penalty: 5188.393555
	Iteration 83Q: 3 clusters Score -3625392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3625400.750000 Penalty: 5188.393555
	Iteration 84Q: 3 clusters Score -3625401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3625408.750000 Penalty: 5188.393555
	Iteration 85Q: 3 clusters Score -3625409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3625426.250000 Penalty: 5188.393555
	Iteration 86Q: 3 clusters Score -3625426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3625428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3625453.750000 Penalty: 5188.393555
	Iteration 88Q: 3 clusters Score -3625454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3625494.250000 Penalty: 5188.393555
	Iteration 89Q: 3 clusters Score -3625494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3625513.500000 Penalty: 5188.393555
	Iteration 90Q: 3 clusters Score -3625514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3625516.500000 Penalty: 5188.393555
	Iteration 91Q: 3 clusters Score -3625516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3625524.250000 Penalty: 5188.393555
	Iteration 92Q: 3 clusters Score -3625524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3625540.750000 Penalty: 5188.393555
	Iteration 93Q: 3 clusters Score -3625541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3625563.500000 Penalty: 5188.393555
	Iteration 94Q: 3 clusters Score -3625564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3625589.250000 Penalty: 5188.393555
	Iteration 95Q: 3 clusters Score -3625589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3625580.750000 Penalty: 5188.393555
	Iteration 96Q: 3 clusters Score -3625581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3625598.250000 Penalty: 5188.393555
	Iteration 97Q: 3 clusters Score -3625598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3625622.750000 Penalty: 5188.393555
	Iteration 98Q: 3 clusters Score -3625623 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3625634.750000 Penalty: 5188.393555
	Iteration 99Q: 3 clusters Score -3625635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3625645.750000 Penalty: 5188.393555
	Iteration 100F: 3 clusters Score -3625646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3625663.000000 Penalty: 5188.393555
	Iteration 101Q: 3 clusters Score -3625663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3625672.250000 Penalty: 5188.393555
	Iteration 102Q: 3 clusters Score -3625672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3625690.000000 Penalty: 5188.393555
	Iteration 103Q: 3 clusters Score -3625690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3625713.500000 Penalty: 5188.393555
	Iteration 104Q: 3 clusters Score -3625714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3625716.500000 Penalty: 5188.393555
	Iteration 105Q: 3 clusters Score -3625716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3625718.750000 Penalty: 5188.393555
	Iteration 106Q: 3 clusters Score -3625719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3625733.500000 Penalty: 5188.393555
	Iteration 107Q: 3 clusters Score -3625734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3625737.500000 Penalty: 5188.393555
	Iteration 108Q: 3 clusters Score -3625738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3625761.250000 Penalty: 5188.393555
	Iteration 109Q: 3 clusters Score -3625761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3625777.500000 Penalty: 5188.393555
	Iteration 110Q: 3 clusters Score -3625778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3625789.750000 Penalty: 5188.393555
	Iteration 111Q: 3 clusters Score -3625790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3625803.750000 Penalty: 5188.393555
	Iteration 112Q: 3 clusters Score -3625804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3625810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3625815.250000 Penalty: 5188.393555
	Iteration 114Q: 3 clusters Score -3625815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3625828.750000 Penalty: 5188.393555
	Iteration 115Q: 3 clusters Score -3625829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3625849.750000 Penalty: 5188.393555
	Iteration 116Q: 3 clusters Score -3625850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3625854.750000 Penalty: 5188.393555
	Iteration 117Q: 3 clusters Score -3625855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3625872.750000 Penalty: 5188.393555
	Iteration 118Q: 3 clusters Score -3625873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3625888.000000 Penalty: 5188.393555
	Iteration 119Q: 3 clusters Score -3625888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3625890.250000 Penalty: 5188.393555
	Iteration 120F: 3 clusters Score -3625890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3625890.250000 Penalty: 5188.393555
	Iteration 121Q: 3 clusters Score -3625890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3625904.250000 Penalty: 5188.393555
	Iteration 122Q: 3 clusters Score -3625904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3625906.500000 Penalty: 5188.393555
	Iteration 123Q: 3 clusters Score -3625906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3625915.250000 Penalty: 5188.393555
	Iteration 124Q: 3 clusters Score -3625915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3625911.750000 Penalty: 5188.393555
	Iteration 125Q: 3 clusters Score -3625912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3625913.000000 Penalty: 5188.393555
	Iteration 126Q: 3 clusters Score -3625913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -3625915.750000 Penalty: 5188.393555
	Iteration 127Q: 3 clusters Score -3625916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -3625921.000000 Penalty: 5188.393555
	Iteration 128Q: 3 clusters Score -3625921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3625925.000000 Penalty: 5188.393555
	Iteration 129Q: 3 clusters Score -3625925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3625929.500000 Penalty: 5188.393555
	Iteration 130Q: 3 clusters Score -3625930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3625930.000000 Penalty: 5188.393555
	Iteration 131Q: 3 clusters Score -3625930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3625925.500000 Penalty: 5188.393555
	Iteration 132Q: 3 clusters Score -3625926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3625930.750000 Penalty: 5188.393555
	Iteration 133Q: 3 clusters Score -3625931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3625934.750000 Penalty: 5188.393555
	Iteration 134Q: 3 clusters Score -3625935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3625939.750000 Penalty: 5188.393555
	Iteration 135Q: 3 clusters Score -3625940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3625940.500000 Penalty: 5188.393555
	Iteration 136Q: 3 clusters Score -3625940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3625946.000000 Penalty: 5188.393555
	Iteration 137Q: 3 clusters Score -3625946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -3625946.500000 Penalty: 5188.393555
	Iteration 138Q: 3 clusters Score -3625946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3625950.750000 Penalty: 5188.393555
	Iteration 139Q: 3 clusters Score -3625951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3625948.250000 Penalty: 5188.393555
	Iteration 140F: 3 clusters Score -3625948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -3625945.750000 Penalty: 5188.393555
	Iteration 141Q: 3 clusters Score -3625946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3625951.000000 Penalty: 5188.393555
	Iteration 142Q: 3 clusters Score -3625951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3625952.250000 Penalty: 5188.393555
	Iteration 143Q: 3 clusters Score -3625952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3625957.250000 Penalty: 5188.393555
	Iteration 144Q: 3 clusters Score -3625957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -3625956.750000 Penalty: 5188.393555
	Iteration 145Q: 3 clusters Score -3625957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3625957.500000 Penalty: 5188.393555
	Iteration 146Q: 3 clusters Score -3625958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3625962.750000 Penalty: 5188.393555
	Iteration 147Q: 3 clusters Score -3625963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3625967.000000 Penalty: 5188.393555
	Iteration 148Q: 3 clusters Score -3625967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -3625960.750000 Penalty: 5188.393555
	Iteration 149Q: 3 clusters Score -3625961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3625961.250000 Penalty: 5188.393555
	Iteration 150Q: 3 clusters Score -3625961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3625971.500000 Penalty: 5188.393555
	Iteration 151Q: 3 clusters Score -3625972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -3625968.750000 Penalty: 5188.393555
	Iteration 152Q: 3 clusters Score -3625969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3625959.500000 Penalty: 5188.393555
	Iteration 153Q: 3 clusters Score -3625960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -3625961.000000 Penalty: 5188.393555
	Iteration 154Q: 3 clusters Score -3625961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3625961.750000 Penalty: 5188.393555
	Iteration 155Q: 3 clusters Score -3625962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3625969.500000 Penalty: 5188.393555
	Iteration 156Q: 3 clusters Score -3625970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3625966.250000 Penalty: 5188.393555
	Iteration 157Q: 3 clusters Score -3625966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3625964.750000 Penalty: 5188.393555
	Iteration 158Q: 3 clusters Score -3625965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3625961.500000 Penalty: 5188.393555
	Iteration 159Q: 3 clusters Score -3625962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -3625963.250000 Penalty: 5188.393555
	Iteration 160F: 3 clusters Score -3625963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3625959.750000 Penalty: 5188.393555
	Iteration 161Q: 3 clusters Score -3625960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3625959.750000 Penalty: 5188.393555
	Iteration 162Q: 3 clusters Score -3625960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3625961.750000 Penalty: 5188.393555
	Iteration 163Q: 3 clusters Score -3625962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3625967.500000 Penalty: 5188.393555
	Iteration 164Q: 3 clusters Score -3625968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3625960.750000 Penalty: 5188.393555
	Iteration 165Q: 3 clusters Score -3625961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3625960.750000 Penalty: 5188.393555
	Iteration 166F: 3 clusters Score -3625961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Entering Unmasked Estep 
Score: -2630489.500000 Penalty: 2515.497314
	Iteration 0F: 2 clusters Score -2630490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2612871.500000 Penalty: 5030.994629
	Iteration 0F: 3 clusters Score -2612872 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2619058.000000 Penalty: 5030.994629
	Iteration 1F: 3 clusters Score -2619058 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2619513.000000 Penalty: 5030.994629
	Iteration 2Q: 3 clusters Score -2619513 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2620009.250000 Penalty: 5030.994629
	Iteration 3Q: 3 clusters Score -2620009 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2620629.750000 Penalty: 5030.994629
	Iteration 4F: 3 clusters Score -2620630 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2621516.750000 Penalty: 5030.994629
	Iteration 5F: 3 clusters Score -2621517 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2622660.500000 Penalty: 5030.994629
	Iteration 6F: 3 clusters Score -2622660 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2624010.750000 Penalty: 5030.994629
	Iteration 7F: 3 clusters Score -2624011 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2625421 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2626561.500000 Penalty: 5030.994629
	Iteration 9Q: 3 clusters Score -2626562 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2627418.500000 Penalty: 5030.994629
	Iteration 10Q: 3 clusters Score -2627418 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2628021 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2628440 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2628774.250000 Penalty: 5030.994629
	Iteration 13Q: 3 clusters Score -2628774 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2629022.000000 Penalty: 5030.994629
	Iteration 14Q: 3 clusters Score -2629022 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2629176.250000 Penalty: 5030.994629
	Iteration 15Q: 3 clusters Score -2629176 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2629286.500000 Penalty: 5030.994629
	Iteration 16Q: 3 clusters Score -2629286 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2629347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2629375.750000 Penalty: 5030.994629
	Iteration 18Q: 3 clusters Score -2629376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2629405.500000 Penalty: 5030.994629
	Iteration 19Q: 3 clusters Score -2629406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2629435.250000 Penalty: 5030.994629
	Iteration 20F: 3 clusters Score -2629435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2629448.000000 Penalty: 5030.994629
	Iteration 21Q: 3 clusters Score -2629448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2629459.000000 Penalty: 5030.994629
	Iteration 22Q: 3 clusters Score -2629459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2629460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2629463.500000 Penalty: 5030.994629
	Iteration 24Q: 3 clusters Score -2629464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2629468.250000 Penalty: 5030.994629
	Iteration 25Q: 3 clusters Score -2629468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2629464.750000 Penalty: 5030.994629
	Iteration 26Q: 3 clusters Score -2629465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2629464.750000 Penalty: 5030.994629
	Iteration 27Q: 3 clusters Score -2629465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2629467.500000 Penalty: 5030.994629
	Iteration 28Q: 3 clusters Score -2629468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2629474.000000 Penalty: 5030.994629
	Iteration 29Q: 3 clusters Score -2629474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2629475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2629488.000000 Penalty: 5030.994629
	Iteration 31Q: 3 clusters Score -2629488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2629492.000000 Penalty: 5030.994629
	Iteration 32Q: 3 clusters Score -2629492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2629490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2629488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2629490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2629496.500000 Penalty: 5030.994629
	Iteration 36Q: 3 clusters Score -2629496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2629493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2629485.750000 Penalty: 5030.994629
	Iteration 38Q: 3 clusters Score -2629486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2629490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2629499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2629502.250000 Penalty: 5030.994629
	Iteration 41Q: 3 clusters Score -2629502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2629500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2629501.500000 Penalty: 5030.994629
	Iteration 43Q: 3 clusters Score -2629502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2629504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2629511.750000 Penalty: 5030.994629
	Iteration 45Q: 3 clusters Score -2629512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2629502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2629509.000000 Penalty: 5030.994629
	Iteration 47Q: 3 clusters Score -2629509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2629518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2629524.750000 Penalty: 5030.994629
	Iteration 49Q: 3 clusters Score -2629525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2629530.250000 Penalty: 5030.994629
	Iteration 50Q: 3 clusters Score -2629530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2629527.750000 Penalty: 5030.994629
	Iteration 51Q: 3 clusters Score -2629528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2629525.500000 Penalty: 5030.994629
	Iteration 52Q: 3 clusters Score -2629526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2629532.750000 Penalty: 5030.994629
	Iteration 53Q: 3 clusters Score -2629533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2629535.750000 Penalty: 5030.994629
	Iteration 54Q: 3 clusters Score -2629536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2629540.250000 Penalty: 5030.994629
	Iteration 55Q: 3 clusters Score -2629540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2629546.000000 Penalty: 5030.994629
	Iteration 56Q: 3 clusters Score -2629546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2629547.500000 Penalty: 5030.994629
	Iteration 57Q: 3 clusters Score -2629548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2629540.250000 Penalty: 5030.994629
	Iteration 58Q: 3 clusters Score -2629540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2629540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2629546.000000 Penalty: 5030.994629
	Iteration 60F: 3 clusters Score -2629546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2629551.750000 Penalty: 5030.994629
	Iteration 61Q: 3 clusters Score -2629552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2629559.500000 Penalty: 5030.994629
	Iteration 62Q: 3 clusters Score -2629560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2629560.000000 Penalty: 5030.994629
	Iteration 63Q: 3 clusters Score -2629560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2629562.750000 Penalty: 5030.994629
	Iteration 64Q: 3 clusters Score -2629563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2629569.000000 Penalty: 5030.994629
	Iteration 65Q: 3 clusters Score -2629569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2629571.250000 Penalty: 5030.994629
	Iteration 66Q: 3 clusters Score -2629571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2629579.000000 Penalty: 5030.994629
	Iteration 67Q: 3 clusters Score -2629579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2629585.750000 Penalty: 5030.994629
	Iteration 68Q: 3 clusters Score -2629586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2629600.250000 Penalty: 5030.994629
	Iteration 69Q: 3 clusters Score -2629600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2629601.000000 Penalty: 5030.994629
	Iteration 70Q: 3 clusters Score -2629601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2629609.000000 Penalty: 5030.994629
	Iteration 71Q: 3 clusters Score -2629609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2629622.000000 Penalty: 5030.994629
	Iteration 72Q: 3 clusters Score -2629622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2629631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2629637.250000 Penalty: 5030.994629
	Iteration 74Q: 3 clusters Score -2629637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2629637.750000 Penalty: 5030.994629
	Iteration 75Q: 3 clusters Score -2629638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2629636.750000 Penalty: 5030.994629
	Iteration 76Q: 3 clusters Score -2629637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2629647.000000 Penalty: 5030.994629
	Iteration 77Q: 3 clusters Score -2629647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2629645.250000 Penalty: 5030.994629
	Iteration 78Q: 3 clusters Score -2629645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2629652.500000 Penalty: 5030.994629
	Iteration 79Q: 3 clusters Score -2629652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2629651.750000 Penalty: 5030.994629
	Iteration 80F: 3 clusters Score -2629652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2629653.000000 Penalty: 5030.994629
	Iteration 81Q: 3 clusters Score -2629653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2629663.500000 Penalty: 5030.994629
	Iteration 82Q: 3 clusters Score -2629664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2629660.250000 Penalty: 5030.994629
	Iteration 83Q: 3 clusters Score -2629660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2629661.250000 Penalty: 5030.994629
	Iteration 84Q: 3 clusters Score -2629661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2629657.250000 Penalty: 5030.994629
	Iteration 85Q: 3 clusters Score -2629657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2629660.500000 Penalty: 5030.994629
	Iteration 86Q: 3 clusters Score -2629660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2629658.500000 Penalty: 5030.994629
	Iteration 87Q: 3 clusters Score -2629658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2629658.500000 Penalty: 5030.994629
	Iteration 88Q: 3 clusters Score -2629658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2629656.500000 Penalty: 5030.994629
	Iteration 89Q: 3 clusters Score -2629656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2629654.750000 Penalty: 5030.994629
	Iteration 90Q: 3 clusters Score -2629655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2629655.500000 Penalty: 5030.994629
	Iteration 91Q: 3 clusters Score -2629656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2629654.000000 Penalty: 5030.994629
	Iteration 92Q: 3 clusters Score -2629654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2629656.500000 Penalty: 5030.994629
	Iteration 93Q: 3 clusters Score -2629656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2629661.500000 Penalty: 5030.994629
	Iteration 94Q: 3 clusters Score -2629662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2629655.250000 Penalty: 5030.994629
	Iteration 95Q: 3 clusters Score -2629655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2629663.250000 Penalty: 5030.994629
	Iteration 96Q: 3 clusters Score -2629663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2629660.000000 Penalty: 5030.994629
	Iteration 97Q: 3 clusters Score -2629660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2629661.250000 Penalty: 5030.994629
	Iteration 98Q: 3 clusters Score -2629661 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -2629661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -370593.250000 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -370593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -366755.812500 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -366755.8 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -367729.062500 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -367729.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -368022.406250 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -368022.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -368311.656250 Penalty: 4100.909180
	Iteration 3F: 3 clusters Score -368311.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -368589.906250 Penalty: 4100.909180
	Iteration 4F: 3 clusters Score -368589.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -368813.406250 Penalty: 4100.909180
	Iteration 5F: 3 clusters Score -368813.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -368992.656250 Penalty: 4100.909180
	Iteration 6F: 3 clusters Score -368992.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -369137.906250 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -369137.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -369257.968750 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -369258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -369371.750000 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -369371.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -369492.156250 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -369492.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -369601.812500 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -369601.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -369702.343750 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -369702.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -369808.468750 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -369808.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -369889.687500 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -369889.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369948.187500 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -369948.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -369988.875000 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -369988.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -370016.375000 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -370016.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -370035.781250 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -370035.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -370053.812500 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -370053.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -370064.875000 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -370064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -370074.062500 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -370074.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -370080.812500 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -370080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370086.125000 Penalty: 4100.909180
	Iteration 23Q: 3 clusters Score -370086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -370092.406250 Penalty: 4100.909180
	Iteration 24Q: 3 clusters Score -370092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -370094.687500 Penalty: 4100.909180
	Iteration 25Q: 3 clusters Score -370094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -370095.906250 Penalty: 4100.909180
	Iteration 26Q: 3 clusters Score -370095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -370095.500000 Penalty: 4100.909180
	Iteration 27Q: 3 clusters Score -370095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -370096.937500 Penalty: 4100.909180
	Iteration 28Q: 3 clusters Score -370096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -370097.031250 Penalty: 4100.909180
	Iteration 29Q: 3 clusters Score -370097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370097.687500 Penalty: 4100.909180
	Iteration 30Q: 3 clusters Score -370097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -370097.781250 Penalty: 4100.909180
	Iteration 31Q: 3 clusters Score -370097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -370097.437500 Penalty: 4100.909180
	Iteration 32Q: 3 clusters Score -370097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -370097.437500 Penalty: 4100.909180
	Iteration 33F: 3 clusters Score -370097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Entering Unmasked Estep 
Score: -1406250.750000 Penalty: 2369.568115
	Iteration 0F: 2 clusters Score -1406251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1396093.500000 Penalty: 4739.136230
	Iteration 0F: 3 clusters Score -1396094 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1399872.875000 Penalty: 4739.136230
	Iteration 1F: 3 clusters Score -1399873 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1400740.750000 Penalty: 4739.136230
	Iteration 2F: 3 clusters Score -1400741 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1401570.000000 Penalty: 4739.136230
	Iteration 3F: 3 clusters Score -1401570 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1402400.750000 Penalty: 4739.136230
	Iteration 4F: 3 clusters Score -1402401 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1403046.000000 Penalty: 4739.136230
	Iteration 5F: 3 clusters Score -1403046 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1403479.250000 Penalty: 4739.136230
	Iteration 6F: 3 clusters Score -1403479 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1403786.000000 Penalty: 4739.136230
	Iteration 7Q: 3 clusters Score -1403786 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1403991.375000 Penalty: 4739.136230
	Iteration 8Q: 3 clusters Score -1403991 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1404135.500000 Penalty: 4739.136230
	Iteration 9Q: 3 clusters Score -1404136 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1404239.000000 Penalty: 4739.136230
	Iteration 10Q: 3 clusters Score -1404239 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1404320.875000 Penalty: 4739.136230
	Iteration 11Q: 3 clusters Score -1404321 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1404392.500000 Penalty: 4739.136230
	Iteration 12Q: 3 clusters Score -1404392 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1404442.375000 Penalty: 4739.136230
	Iteration 13Q: 3 clusters Score -1404442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1404484.375000 Penalty: 4739.136230
	Iteration 14Q: 3 clusters Score -1404484 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1404529.500000 Penalty: 4739.136230
	Iteration 15Q: 3 clusters Score -1404530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1404580.875000 Penalty: 4739.136230
	Iteration 16Q: 3 clusters Score -1404581 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1404667.375000 Penalty: 4739.136230
	Iteration 17Q: 3 clusters Score -1404667 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1404773.625000 Penalty: 4739.136230
	Iteration 18Q: 3 clusters Score -1404774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1404875.875000 Penalty: 4739.136230
	Iteration 19Q: 3 clusters Score -1404876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1404971.750000 Penalty: 4739.136230
	Iteration 20F: 3 clusters Score -1404972 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1405050.000000 Penalty: 4739.136230
	Iteration 21Q: 3 clusters Score -1405050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1405090.250000 Penalty: 4739.136230
	Iteration 22Q: 3 clusters Score -1405090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1405118.750000 Penalty: 4739.136230
	Iteration 23Q: 3 clusters Score -1405119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1405140.500000 Penalty: 4739.136230
	Iteration 24Q: 3 clusters Score -1405140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1405157.500000 Penalty: 4739.136230
	Iteration 25Q: 3 clusters Score -1405158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1405172.250000 Penalty: 4739.136230
	Iteration 26Q: 3 clusters Score -1405172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1405177.125000 Penalty: 4739.136230
	Iteration 27Q: 3 clusters Score -1405177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1405182.250000 Penalty: 4739.136230
	Iteration 28Q: 3 clusters Score -1405182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1405184.000000 Penalty: 4739.136230
	Iteration 29Q: 3 clusters Score -1405184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1405188.125000 Penalty: 4739.136230
	Iteration 30Q: 3 clusters Score -1405188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1405189.500000 Penalty: 4739.136230
	Iteration 31Q: 3 clusters Score -1405190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1405189.625000 Penalty: 4739.136230
	Iteration 32Q: 3 clusters Score -1405190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1405194.500000 Penalty: 4739.136230
	Iteration 33Q: 3 clusters Score -1405194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1405192.250000 Penalty: 4739.136230
	Iteration 34Q: 3 clusters Score -1405192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1405196.500000 Penalty: 4739.136230
	Iteration 35Q: 3 clusters Score -1405196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1405199.125000 Penalty: 4739.136230
	Iteration 36Q: 3 clusters Score -1405199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1405201.375000 Penalty: 4739.136230
	Iteration 37Q: 3 clusters Score -1405201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1405202.750000 Penalty: 4739.136230
	Iteration 38Q: 3 clusters Score -1405203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1405202.125000 Penalty: 4739.136230
	Iteration 39Q: 3 clusters Score -1405202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1405202.875000 Penalty: 4739.136230
	Iteration 40F: 3 clusters Score -1405203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1405204.375000 Penalty: 4739.136230
	Iteration 41Q: 3 clusters Score -1405204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1405209.250000 Penalty: 4739.136230
	Iteration 42Q: 3 clusters Score -1405209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1405209.250000 Penalty: 4739.136230
	Iteration 43Q: 3 clusters Score -1405209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1405208.125000 Penalty: 4739.136230
	Iteration 44Q: 3 clusters Score -1405208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1405215.000000 Penalty: 4739.136230
	Iteration 45Q: 3 clusters Score -1405215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1405214.125000 Penalty: 4739.136230
	Iteration 46Q: 3 clusters Score -1405214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1405211.000000 Penalty: 4739.136230
	Iteration 47Q: 3 clusters Score -1405211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1405214.875000 Penalty: 4739.136230
	Iteration 48Q: 3 clusters Score -1405215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1405216.250000 Penalty: 4739.136230
	Iteration 49Q: 3 clusters Score -1405216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1405215.500000 Penalty: 4739.136230
	Iteration 50Q: 3 clusters Score -1405216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1405215.000000 Penalty: 4739.136230
	Iteration 51Q: 3 clusters Score -1405215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1405215.000000 Penalty: 4739.136230
	Iteration 52Q: 3 clusters Score -1405215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1405214.250000 Penalty: 4739.136230
	Iteration 53Q: 3 clusters Score -1405214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1405214.875000 Penalty: 4739.136230
	Iteration 54Q: 3 clusters Score -1405215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1405215.375000 Penalty: 4739.136230
	Iteration 55Q: 3 clusters Score -1405215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1405215.375000 Penalty: 4739.136230
	Iteration 56F: 3 clusters Score -1405215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Entering Unmasked Estep 
Score: -574640.562500 Penalty: 2173.291260
	Iteration 0F: 2 clusters Score -574640.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -569300.625000 Penalty: 4346.582520
	Iteration 0F: 3 clusters Score -569300.6 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -570760.250000 Penalty: 4346.582520
	Iteration 1F: 3 clusters Score -570760.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -571080.000000 Penalty: 4346.582520
	Iteration 2F: 3 clusters Score -571080 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -571345.750000 Penalty: 4346.582520
	Iteration 3F: 3 clusters Score -571345.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -571612.812500 Penalty: 4346.582520
	Iteration 4F: 3 clusters Score -571612.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -571872.000000 Penalty: 4346.582520
	Iteration 5F: 3 clusters Score -571872 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -572129.625000 Penalty: 4346.582520
	Iteration 6Q: 3 clusters Score -572129.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -572331.562500 Penalty: 4346.582520
	Iteration 7Q: 3 clusters Score -572331.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -572480.375000 Penalty: 4346.582520
	Iteration 8Q: 3 clusters Score -572480.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -572584.187500 Penalty: 4346.582520
	Iteration 9Q: 3 clusters Score -572584.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -572664.562500 Penalty: 4346.582520
	Iteration 10Q: 3 clusters Score -572664.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -572724.125000 Penalty: 4346.582520
	Iteration 11Q: 3 clusters Score -572724.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -572782.250000 Penalty: 4346.582520
	Iteration 12Q: 3 clusters Score -572782.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -572843.812500 Penalty: 4346.582520
	Iteration 13Q: 3 clusters Score -572843.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -572907.625000 Penalty: 4346.582520
	Iteration 14Q: 3 clusters Score -572907.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -572968.500000 Penalty: 4346.582520
	Iteration 15Q: 3 clusters Score -572968.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -573023.250000 Penalty: 4346.582520
	Iteration 16Q: 3 clusters Score -573023.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -573065.062500 Penalty: 4346.582520
	Iteration 17Q: 3 clusters Score -573065.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -573098.375000 Penalty: 4346.582520
	Iteration 18Q: 3 clusters Score -573098.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -573137.375000 Penalty: 4346.582520
	Iteration 19Q: 3 clusters Score -573137.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -573166.687500 Penalty: 4346.582520
	Iteration 20F: 3 clusters Score -573166.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -573202.062500 Penalty: 4346.582520
	Iteration 21Q: 3 clusters Score -573202.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -573234.250000 Penalty: 4346.582520
	Iteration 22Q: 3 clusters Score -573234.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -573277.875000 Penalty: 4346.582520
	Iteration 23Q: 3 clusters Score -573277.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -573334.562500 Penalty: 4346.582520
	Iteration 24Q: 3 clusters Score -573334.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -573386.375000 Penalty: 4346.582520
	Iteration 25Q: 3 clusters Score -573386.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -573453.437500 Penalty: 4346.582520
	Iteration 26Q: 3 clusters Score -573453.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -573539.125000 Penalty: 4346.582520
	Iteration 27Q: 3 clusters Score -573539.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -573621.375000 Penalty: 4346.582520
	Iteration 28Q: 3 clusters Score -573621.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -573711.750000 Penalty: 4346.582520
	Iteration 29Q: 3 clusters Score -573711.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -573787.250000 Penalty: 4346.582520
	Iteration 30Q: 3 clusters Score -573787.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -573834.250000 Penalty: 4346.582520
	Iteration 31Q: 3 clusters Score -573834.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -573873.625000 Penalty: 4346.582520
	Iteration 32Q: 3 clusters Score -573873.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -573907.187500 Penalty: 4346.582520
	Iteration 33Q: 3 clusters Score -573907.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573939.687500 Penalty: 4346.582520
	Iteration 34Q: 3 clusters Score -573939.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -573971.312500 Penalty: 4346.582520
	Iteration 35Q: 3 clusters Score -573971.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -574015.000000 Penalty: 4346.582520
	Iteration 36Q: 3 clusters Score -574015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -574061.062500 Penalty: 4346.582520
	Iteration 37Q: 3 clusters Score -574061.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -574086.750000 Penalty: 4346.582520
	Iteration 38Q: 3 clusters Score -574086.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -574114.062500 Penalty: 4346.582520
	Iteration 39Q: 3 clusters Score -574114.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -574140.000000 Penalty: 4346.582520
	Iteration 40F: 3 clusters Score -574140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -574156.250000 Penalty: 4346.582520
	Iteration 41Q: 3 clusters Score -574156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -574166.312500 Penalty: 4346.582520
	Iteration 42Q: 3 clusters Score -574166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -574170.500000 Penalty: 4346.582520
	Iteration 43Q: 3 clusters Score -574170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -574172.937500 Penalty: 4346.582520
	Iteration 44Q: 3 clusters Score -574172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -574175.562500 Penalty: 4346.582520
	Iteration 45Q: 3 clusters Score -574175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -574178.062500 Penalty: 4346.582520
	Iteration 46Q: 3 clusters Score -574178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -574178.812500 Penalty: 4346.582520
	Iteration 47Q: 3 clusters Score -574178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -574178.812500 Penalty: 4346.582520
	Iteration 48F: 3 clusters Score -574178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -7811923.000000 Penalty: 2787.803467
	Iteration 0F: 2 clusters Score -7811923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7760707.500000 Penalty: 5575.606934
	Iteration 0F: 3 clusters Score -7760708 nChanged 35864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7781179.500000 Penalty: 5575.606934
	Iteration 1F: 3 clusters Score -7781180 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -7782028.500000 Penalty: 5575.606934
	Iteration 2Q: 3 clusters Score -7782028 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -7783011.500000 Penalty: 5575.606934
	Iteration 3Q: 3 clusters Score -7783012 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -7784476.000000 Penalty: 5575.606934
	Iteration 4Q: 3 clusters Score -7784476 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -7786828.000000 Penalty: 5575.606934
	Iteration 5F: 3 clusters Score -7786828 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -7790551.000000 Penalty: 5575.606934
	Iteration 6F: 3 clusters Score -7790551 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -7795060.000000 Penalty: 5575.606934
	Iteration 7F: 3 clusters Score -7795060 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -7799427.000000 Penalty: 5575.606934
	Iteration 8F: 3 clusters Score -7799427 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -7802842.000000 Penalty: 5575.606934
	Iteration 9F: 3 clusters Score -7802842 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7805516.000000 Penalty: 5575.606934
	Iteration 10Q: 3 clusters Score -7805516 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7807227.000000 Penalty: 5575.606934
	Iteration 11Q: 3 clusters Score -7807227 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7808287.500000 Penalty: 5575.606934
	Iteration 12Q: 3 clusters Score -7808288 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7808857.000000 Penalty: 5575.606934
	Iteration 13Q: 3 clusters Score -7808857 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7809164.500000 Penalty: 5575.606934
	Iteration 14Q: 3 clusters Score -7809164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7809324.500000 Penalty: 5575.606934
	Iteration 15Q: 3 clusters Score -7809324 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7809398.000000 Penalty: 5575.606934
	Iteration 16Q: 3 clusters Score -7809398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7809425.000000 Penalty: 5575.606934
	Iteration 17Q: 3 clusters Score -7809425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7809453.000000 Penalty: 5575.606934
	Iteration 18Q: 3 clusters Score -7809453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7809490.500000 Penalty: 5575.606934
	Iteration 19Q: 3 clusters Score -7809490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7809507.000000 Penalty: 5575.606934
	Iteration 20F: 3 clusters Score -7809507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7809522.000000 Penalty: 5575.606934
	Iteration 21Q: 3 clusters Score -7809522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7809539.000000 Penalty: 5575.606934
	Iteration 22Q: 3 clusters Score -7809539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7809539.500000 Penalty: 5575.606934
	Iteration 23Q: 3 clusters Score -7809540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7809546.500000 Penalty: 5575.606934
	Iteration 24Q: 3 clusters Score -7809546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7809555.000000 Penalty: 5575.606934
	Iteration 25Q: 3 clusters Score -7809555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7809557.500000 Penalty: 5575.606934
	Iteration 26Q: 3 clusters Score -7809558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7809565.000000 Penalty: 5575.606934
	Iteration 27Q: 3 clusters Score -7809565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7809573.000000 Penalty: 5575.606934
	Iteration 28Q: 3 clusters Score -7809573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7809582.000000 Penalty: 5575.606934
	Iteration 29Q: 3 clusters Score -7809582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7809581.500000 Penalty: 5575.606934
	Iteration 30Q: 3 clusters Score -7809582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7809599.000000 Penalty: 5575.606934
	Iteration 31Q: 3 clusters Score -7809599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7809597.000000 Penalty: 5575.606934
	Iteration 32Q: 3 clusters Score -7809597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7809601.000000 Penalty: 5575.606934
	Iteration 33Q: 3 clusters Score -7809601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7809601.000000 Penalty: 5575.606934
	Iteration 34F: 3 clusters Score -7809601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -924437.562500 Penalty: 2267.549805
	Iteration 0F: 2 clusters Score -924437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -917208.937500 Penalty: 4535.099609
	Iteration 0F: 3 clusters Score -917208.9 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -919368.187500 Penalty: 4535.099609
	Iteration 1F: 3 clusters Score -919368.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -919799.875000 Penalty: 4535.099609
	Iteration 2F: 3 clusters Score -919799.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -920107.125000 Penalty: 4535.099609
	Iteration 3F: 3 clusters Score -920107.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -920421.937500 Penalty: 4535.099609
	Iteration 4F: 3 clusters Score -920421.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -920714.937500 Penalty: 4535.099609
	Iteration 5F: 3 clusters Score -920714.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -920995.562500 Penalty: 4535.099609
	Iteration 6Q: 3 clusters Score -920995.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -921256.312500 Penalty: 4535.099609
	Iteration 7Q: 3 clusters Score -921256.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -921542.062500 Penalty: 4535.099609
	Iteration 8Q: 3 clusters Score -921542.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -921838.937500 Penalty: 4535.099609
	Iteration 9Q: 3 clusters Score -921838.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -922078.750000 Penalty: 4535.099609
	Iteration 10Q: 3 clusters Score -922078.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -922265.875000 Penalty: 4535.099609
	Iteration 11Q: 3 clusters Score -922265.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -922427.187500 Penalty: 4535.099609
	Iteration 12Q: 3 clusters Score -922427.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -922559.250000 Penalty: 4535.099609
	Iteration 13Q: 3 clusters Score -922559.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -922662.312500 Penalty: 4535.099609
	Iteration 14Q: 3 clusters Score -922662.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -922739.812500 Penalty: 4535.099609
	Iteration 15Q: 3 clusters Score -922739.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -922826.312500 Penalty: 4535.099609
	Iteration 16Q: 3 clusters Score -922826.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -922898.250000 Penalty: 4535.099609
	Iteration 17Q: 3 clusters Score -922898.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -922980.875000 Penalty: 4535.099609
	Iteration 18Q: 3 clusters Score -922980.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -923058.812500 Penalty: 4535.099609
	Iteration 19Q: 3 clusters Score -923058.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -923130.875000 Penalty: 4535.099609
	Iteration 20F: 3 clusters Score -923130.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -923202.000000 Penalty: 4535.099609
	Iteration 21Q: 3 clusters Score -923202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -923264.125000 Penalty: 4535.099609
	Iteration 22Q: 3 clusters Score -923264.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -923311.625000 Penalty: 4535.099609
	Iteration 23Q: 3 clusters Score -923311.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -923349.562500 Penalty: 4535.099609
	Iteration 24Q: 3 clusters Score -923349.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -923384.312500 Penalty: 4535.099609
	Iteration 25Q: 3 clusters Score -923384.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -923415.687500 Penalty: 4535.099609
	Iteration 26Q: 3 clusters Score -923415.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -923443.687500 Penalty: 4535.099609
	Iteration 27Q: 3 clusters Score -923443.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -923471.375000 Penalty: 4535.099609
	Iteration 28Q: 3 clusters Score -923471.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -923487.250000 Penalty: 4535.099609
	Iteration 29Q: 3 clusters Score -923487.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -923496.000000 Penalty: 4535.099609
	Iteration 30Q: 3 clusters Score -923496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -923501.375000 Penalty: 4535.099609
	Iteration 31Q: 3 clusters Score -923501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -923507.937500 Penalty: 4535.099609
	Iteration 32Q: 3 clusters Score -923507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -923508.625000 Penalty: 4535.099609
	Iteration 33Q: 3 clusters Score -923508.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -923515.312500 Penalty: 4535.099609
	Iteration 34Q: 3 clusters Score -923515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -923517.625000 Penalty: 4535.099609
	Iteration 35Q: 3 clusters Score -923517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -923518.250000 Penalty: 4535.099609
	Iteration 36Q: 3 clusters Score -923518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -923520.250000 Penalty: 4535.099609
	Iteration 37Q: 3 clusters Score -923520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -923522.562500 Penalty: 4535.099609
	Iteration 38Q: 3 clusters Score -923522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -923521.875000 Penalty: 4535.099609
	Iteration 39Q: 3 clusters Score -923521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -923523.875000 Penalty: 4535.099609
	Iteration 40F: 3 clusters Score -923523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -380408.062500 Penalty: 2046.800293
	Iteration 0F: 2 clusters Score -380408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -376684.250000 Penalty: 4093.600586
	Iteration 0F: 3 clusters Score -376684.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -377617.875000 Penalty: 4093.600586
	Iteration 1F: 3 clusters Score -377617.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -377868.562500 Penalty: 4093.600586
	Iteration 2F: 3 clusters Score -377868.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -378055.156250 Penalty: 4093.600586
	Iteration 3F: 3 clusters Score -378055.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -378204.437500 Penalty: 4093.600586
	Iteration 4Q: 3 clusters Score -378204.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -378335.812500 Penalty: 4093.600586
	Iteration 5Q: 3 clusters Score -378335.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -378430.750000 Penalty: 4093.600586
	Iteration 6Q: 3 clusters Score -378430.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -378521.156250 Penalty: 4093.600586
	Iteration 7Q: 3 clusters Score -378521.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -378583.968750 Penalty: 4093.600586
	Iteration 8Q: 3 clusters Score -378584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -378650.343750 Penalty: 4093.600586
	Iteration 9Q: 3 clusters Score -378650.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -378709.156250 Penalty: 4093.600586
	Iteration 10Q: 3 clusters Score -378709.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -378754.343750 Penalty: 4093.600586
	Iteration 11Q: 3 clusters Score -378754.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -378792.531250 Penalty: 4093.600586
	Iteration 12Q: 3 clusters Score -378792.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -378826.156250 Penalty: 4093.600586
	Iteration 13Q: 3 clusters Score -378826.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -378846.250000 Penalty: 4093.600586
	Iteration 14Q: 3 clusters Score -378846.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -378861.593750 Penalty: 4093.600586
	Iteration 15Q: 3 clusters Score -378861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -378872.312500 Penalty: 4093.600586
	Iteration 16Q: 3 clusters Score -378872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -378878.468750 Penalty: 4093.600586
	Iteration 17Q: 3 clusters Score -378878.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -378889.406250 Penalty: 4093.600586
	Iteration 18Q: 3 clusters Score -378889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -378895.750000 Penalty: 4093.600586
	Iteration 19Q: 3 clusters Score -378895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -378904.312500 Penalty: 4093.600586
	Iteration 20F: 3 clusters Score -378904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -378910.687500 Penalty: 4093.600586
	Iteration 21Q: 3 clusters Score -378910.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -378919.437500 Penalty: 4093.600586
	Iteration 22Q: 3 clusters Score -378919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -378927.687500 Penalty: 4093.600586
	Iteration 23Q: 3 clusters Score -378927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -378931.906250 Penalty: 4093.600586
	Iteration 24Q: 3 clusters Score -378931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -378934.406250 Penalty: 4093.600586
	Iteration 25Q: 3 clusters Score -378934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -378937.125000 Penalty: 4093.600586
	Iteration 26Q: 3 clusters Score -378937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -378938.937500 Penalty: 4093.600586
	Iteration 27Q: 3 clusters Score -378938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -378940.593750 Penalty: 4093.600586
	Iteration 28Q: 3 clusters Score -378940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -378941.531250 Penalty: 4093.600586
	Iteration 29Q: 3 clusters Score -378941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -378941.093750 Penalty: 4093.600586
	Iteration 30Q: 3 clusters Score -378941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -378941.093750 Penalty: 4093.600586
	Iteration 31F: 3 clusters Score -378941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -401417.375000 Penalty: 2073.703857
	Iteration 0F: 2 clusters Score -401417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -397285.250000 Penalty: 4147.407715
	Iteration 0F: 3 clusters Score -397285.2 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -398292.531250 Penalty: 4147.407715
	Iteration 1F: 3 clusters Score -398292.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -398483.968750 Penalty: 4147.407715
	Iteration 2F: 3 clusters Score -398484 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -398597.187500 Penalty: 4147.407715
	Iteration 3Q: 3 clusters Score -398597.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -398689.062500 Penalty: 4147.407715
	Iteration 4Q: 3 clusters Score -398689.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -398794.500000 Penalty: 4147.407715
	Iteration 5Q: 3 clusters Score -398794.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -398910.968750 Penalty: 4147.407715
	Iteration 6Q: 3 clusters Score -398911 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -399024.125000 Penalty: 4147.407715
	Iteration 7Q: 3 clusters Score -399024.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -399099.875000 Penalty: 4147.407715
	Iteration 8Q: 3 clusters Score -399099.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -399166.625000 Penalty: 4147.407715
	Iteration 9Q: 3 clusters Score -399166.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -399226.187500 Penalty: 4147.407715
	Iteration 10Q: 3 clusters Score -399226.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -399292.375000 Penalty: 4147.407715
	Iteration 11Q: 3 clusters Score -399292.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -399375.812500 Penalty: 4147.407715
	Iteration 12Q: 3 clusters Score -399375.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -399465.125000 Penalty: 4147.407715
	Iteration 13Q: 3 clusters Score -399465.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -399539.093750 Penalty: 4147.407715
	Iteration 14Q: 3 clusters Score -399539.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -399608.875000 Penalty: 4147.407715
	Iteration 15Q: 3 clusters Score -399608.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -399688.812500 Penalty: 4147.407715
	Iteration 16Q: 3 clusters Score -399688.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -399773.437500 Penalty: 4147.407715
	Iteration 17Q: 3 clusters Score -399773.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -399867.593750 Penalty: 4147.407715
	Iteration 18Q: 3 clusters Score -399867.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -399972.875000 Penalty: 4147.407715
	Iteration 19Q: 3 clusters Score -399972.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -400056.187500 Penalty: 4147.407715
	Iteration 20F: 3 clusters Score -400056.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400122.781250 Penalty: 4147.407715
	Iteration 21Q: 3 clusters Score -400122.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -400169.125000 Penalty: 4147.407715
	Iteration 22Q: 3 clusters Score -400169.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -400206.468750 Penalty: 4147.407715
	Iteration 23Q: 3 clusters Score -400206.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -400246.656250 Penalty: 4147.407715
	Iteration 24Q: 3 clusters Score -400246.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400283.562500 Penalty: 4147.407715
	Iteration 25Q: 3 clusters Score -400283.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -400323.656250 Penalty: 4147.407715
	Iteration 26Q: 3 clusters Score -400323.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -400359.968750 Penalty: 4147.407715
	Iteration 27Q: 3 clusters Score -400360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -400388.031250 Penalty: 4147.407715
	Iteration 28Q: 3 clusters Score -400388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -400410.812500 Penalty: 4147.407715
	Iteration 29Q: 3 clusters Score -400410.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -400426.375000 Penalty: 4147.407715
	Iteration 30Q: 3 clusters Score -400426.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -400437.187500 Penalty: 4147.407715
	Iteration 31Q: 3 clusters Score -400437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -400444.218750 Penalty: 4147.407715
	Iteration 32Q: 3 clusters Score -400444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400452.750000 Penalty: 4147.407715
	Iteration 33Q: 3 clusters Score -400452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -400457.781250 Penalty: 4147.407715
	Iteration 34Q: 3 clusters Score -400457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -400462.218750 Penalty: 4147.407715
	Iteration 35Q: 3 clusters Score -400462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -400467.281250 Penalty: 4147.407715
	Iteration 36Q: 3 clusters Score -400467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -400471.156250 Penalty: 4147.407715
	Iteration 37Q: 3 clusters Score -400471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -400472.500000 Penalty: 4147.407715
	Iteration 38Q: 3 clusters Score -400472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -400474.281250 Penalty: 4147.407715
	Iteration 39Q: 3 clusters Score -400474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -400474.531250 Penalty: 4147.407715
	Iteration 40F: 3 clusters Score -400474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -400477.843750 Penalty: 4147.407715
	Iteration 41Q: 3 clusters Score -400477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -400480.406250 Penalty: 4147.407715
	Iteration 42Q: 3 clusters Score -400480.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -400482.937500 Penalty: 4147.407715
	Iteration 43Q: 3 clusters Score -400482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -400485.718750 Penalty: 4147.407715
	Iteration 44Q: 3 clusters Score -400485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -400487.718750 Penalty: 4147.407715
	Iteration 45Q: 3 clusters Score -400487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -400490.218750 Penalty: 4147.407715
	Iteration 46Q: 3 clusters Score -400490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -400493.906250 Penalty: 4147.407715
	Iteration 47Q: 3 clusters Score -400493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -400495.562500 Penalty: 4147.407715
	Iteration 48Q: 3 clusters Score -400495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400496.718750 Penalty: 4147.407715
	Iteration 49Q: 3 clusters Score -400496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400498.250000 Penalty: 4147.407715
	Iteration 50Q: 3 clusters Score -400498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -400499.375000 Penalty: 4147.407715
	Iteration 51Q: 3 clusters Score -400499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -400500.562500 Penalty: 4147.407715
	Iteration 52Q: 3 clusters Score -400500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -400500.781250 Penalty: 4147.407715
	Iteration 53Q: 3 clusters Score -400500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -400501.281250 Penalty: 4147.407715
	Iteration 54Q: 3 clusters Score -400501.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -400502.781250 Penalty: 4147.407715
	Iteration 55Q: 3 clusters Score -400502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -400502.593750 Penalty: 4147.407715
	Iteration 56Q: 3 clusters Score -400502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -400502.906250 Penalty: 4147.407715
	Iteration 57Q: 3 clusters Score -400502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -400503.968750 Penalty: 4147.407715
	Iteration 58Q: 3 clusters Score -400504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -400503.968750 Penalty: 4147.407715
	Iteration 59F: 3 clusters Score -400504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -81693.914062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -81693.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79880.367188 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -79880.37 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80285.812500 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -80285.81 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80501.890625 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -80501.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80758.500000 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -80758.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80970.843750 Penalty: 3377.283447
	Iteration 4F: 3 clusters Score -80970.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81043.843750 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -81043.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81095.812500 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -81095.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81149.781250 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -81149.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81194.250000 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -81194.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81219.218750 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -81219.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81238.929688 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -81238.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81249.195312 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -81249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81255.773438 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -81255.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81257.625000 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -81257.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81261.242188 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -81261.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81261.242188 Penalty: 3377.283447
	Iteration 15F: 3 clusters Score -81261.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -241204.984375 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -241205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -238200.406250 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -238200.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -238764.171875 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -238764.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -238931.937500 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -238931.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -239033.859375 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -239033.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239092.109375 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -239092.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -239128.953125 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -239129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -239156.343750 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -239156.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239179.046875 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -239179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239202.687500 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -239202.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -239221.250000 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -239221.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -239243.765625 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -239243.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -239268.062500 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -239268.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239289.953125 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -239290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239308.281250 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -239308.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -239317.937500 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -239317.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -239329.828125 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -239329.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -239346.859375 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -239346.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239357.625000 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -239357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -239366.218750 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -239366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239372.062500 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -239372.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -239377.093750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -239377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239381.703125 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -239381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239387.750000 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -239387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239392.750000 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -239392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239395.515625 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -239395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239396.546875 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -239396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239399.656250 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -239399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239403.171875 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -239403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239405.625000 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -239405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239409.578125 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -239409.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -239415.312500 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -239415.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -239422.046875 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -239422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -239429.312500 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -239429.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239435.156250 Penalty: 3884.482178
	Iteration 33Q: 3 clusters Score -239435.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239447.484375 Penalty: 3884.482178
	Iteration 34Q: 3 clusters Score -239447.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -239457.921875 Penalty: 3884.482178
	Iteration 35Q: 3 clusters Score -239457.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -239466.796875 Penalty: 3884.482178
	Iteration 36Q: 3 clusters Score -239466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -239474.656250 Penalty: 3884.482178
	Iteration 37Q: 3 clusters Score -239474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239481.031250 Penalty: 3884.482178
	Iteration 38Q: 3 clusters Score -239481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239485.968750 Penalty: 3884.482178
	Iteration 39Q: 3 clusters Score -239486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239494.734375 Penalty: 3884.482178
	Iteration 40F: 3 clusters Score -239494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -239501.921875 Penalty: 3884.482178
	Iteration 41Q: 3 clusters Score -239501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -239508.734375 Penalty: 3884.482178
	Iteration 42Q: 3 clusters Score -239508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -239512.468750 Penalty: 3884.482178
	Iteration 43Q: 3 clusters Score -239512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -239515.078125 Penalty: 3884.482178
	Iteration 44Q: 3 clusters Score -239515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -239517.140625 Penalty: 3884.482178
	Iteration 45Q: 3 clusters Score -239517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -239519.406250 Penalty: 3884.482178
	Iteration 46Q: 3 clusters Score -239519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -239522.937500 Penalty: 3884.482178
	Iteration 47Q: 3 clusters Score -239522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -239530.234375 Penalty: 3884.482178
	Iteration 48Q: 3 clusters Score -239530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -239539.734375 Penalty: 3884.482178
	Iteration 49Q: 3 clusters Score -239539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -239553.437500 Penalty: 3884.482178
	Iteration 50Q: 3 clusters Score -239553.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -239573.484375 Penalty: 3884.482178
	Iteration 51Q: 3 clusters Score -239573.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239597.843750 Penalty: 3884.482178
	Iteration 52Q: 3 clusters Score -239597.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -239622.421875 Penalty: 3884.482178
	Iteration 53Q: 3 clusters Score -239622.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -239647.937500 Penalty: 3884.482178
	Iteration 54Q: 3 clusters Score -239647.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -239670.343750 Penalty: 3884.482178
	Iteration 55Q: 3 clusters Score -239670.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -239689.812500 Penalty: 3884.482178
	Iteration 56Q: 3 clusters Score -239689.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -239703.140625 Penalty: 3884.482178
	Iteration 57Q: 3 clusters Score -239703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -239711.906250 Penalty: 3884.482178
	Iteration 58Q: 3 clusters Score -239711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -239719.453125 Penalty: 3884.482178
	Iteration 59Q: 3 clusters Score -239719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -239731.453125 Penalty: 3884.482178
	Iteration 60F: 3 clusters Score -239731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -239742.796875 Penalty: 3884.482178
	Iteration 61Q: 3 clusters Score -239742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -239752.187500 Penalty: 3884.482178
	Iteration 62Q: 3 clusters Score -239752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -239762.218750 Penalty: 3884.482178
	Iteration 63Q: 3 clusters Score -239762.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -239774.156250 Penalty: 3884.482178
	Iteration 64Q: 3 clusters Score -239774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -239790.453125 Penalty: 3884.482178
	Iteration 65Q: 3 clusters Score -239790.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -239815.734375 Penalty: 3884.482178
	Iteration 66Q: 3 clusters Score -239815.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -239837.234375 Penalty: 3884.482178
	Iteration 67Q: 3 clusters Score -239837.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -239853.437500 Penalty: 3884.482178
	Iteration 68Q: 3 clusters Score -239853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -239866.328125 Penalty: 3884.482178
	Iteration 69Q: 3 clusters Score -239866.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -239880.375000 Penalty: 3884.482178
	Iteration 70Q: 3 clusters Score -239880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -239893.109375 Penalty: 3884.482178
	Iteration 71Q: 3 clusters Score -239893.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239898.546875 Penalty: 3884.482178
	Iteration 72Q: 3 clusters Score -239898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239907.109375 Penalty: 3884.482178
	Iteration 73Q: 3 clusters Score -239907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -239917.312500 Penalty: 3884.482178
	Iteration 74Q: 3 clusters Score -239917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239921.125000 Penalty: 3884.482178
	Iteration 75Q: 3 clusters Score -239921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -239923.953125 Penalty: 3884.482178
	Iteration 76Q: 3 clusters Score -239924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -239926.937500 Penalty: 3884.482178
	Iteration 77Q: 3 clusters Score -239926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -239928.375000 Penalty: 3884.482178
	Iteration 78Q: 3 clusters Score -239928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -239929.312500 Penalty: 3884.482178
	Iteration 79Q: 3 clusters Score -239929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -239930.515625 Penalty: 3884.482178
	Iteration 80F: 3 clusters Score -239930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -239933.281250 Penalty: 3884.482178
	Iteration 81Q: 3 clusters Score -239933.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -239937.781250 Penalty: 3884.482178
	Iteration 82Q: 3 clusters Score -239937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -239951.078125 Penalty: 3884.482178
	Iteration 83Q: 3 clusters Score -239951.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -239967.781250 Penalty: 3884.482178
	Iteration 84Q: 3 clusters Score -239967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -239980.218750 Penalty: 3884.482178
	Iteration 85Q: 3 clusters Score -239980.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -239992.953125 Penalty: 3884.482178
	Iteration 86Q: 3 clusters Score -239993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -240009.156250 Penalty: 3884.482178
	Iteration 87Q: 3 clusters Score -240009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -240019.781250 Penalty: 3884.482178
	Iteration 88Q: 3 clusters Score -240019.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -240030.156250 Penalty: 3884.482178
	Iteration 89Q: 3 clusters Score -240030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -240042.140625 Penalty: 3884.482178
	Iteration 90Q: 3 clusters Score -240042.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240053.546875 Penalty: 3884.482178
	Iteration 91Q: 3 clusters Score -240053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -240060.718750 Penalty: 3884.482178
	Iteration 92Q: 3 clusters Score -240060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -240064.687500 Penalty: 3884.482178
	Iteration 93Q: 3 clusters Score -240064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -240067.796875 Penalty: 3884.482178
	Iteration 94Q: 3 clusters Score -240067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -240069.781250 Penalty: 3884.482178
	Iteration 95Q: 3 clusters Score -240069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -240071.781250 Penalty: 3884.482178
	Iteration 96Q: 3 clusters Score -240071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -240073.375000 Penalty: 3884.482178
	Iteration 97Q: 3 clusters Score -240073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -240076.703125 Penalty: 3884.482178
	Iteration 98Q: 3 clusters Score -240076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -240078.390625 Penalty: 3884.482178
	Iteration 99Q: 3 clusters Score -240078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -240080.828125 Penalty: 3884.482178
	Iteration 100F: 3 clusters Score -240080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -240082.515625 Penalty: 3884.482178
	Iteration 101Q: 3 clusters Score -240082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -240083.937500 Penalty: 3884.482178
	Iteration 102Q: 3 clusters Score -240083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -240086.515625 Penalty: 3884.482178
	Iteration 103Q: 3 clusters Score -240086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -240091.156250 Penalty: 3884.482178
	Iteration 104Q: 3 clusters Score -240091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -240094.250000 Penalty: 3884.482178
	Iteration 105Q: 3 clusters Score -240094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -240095.796875 Penalty: 3884.482178
	Iteration 106Q: 3 clusters Score -240095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -240096.828125 Penalty: 3884.482178
	Iteration 107Q: 3 clusters Score -240096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -240097.406250 Penalty: 3884.482178
	Iteration 108Q: 3 clusters Score -240097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -240097.406250 Penalty: 3884.482178
	Iteration 109F: 3 clusters Score -240097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -138775.375000 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -138775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136543.953125 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -136544 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136956.656250 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -136956.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137041.984375 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -137042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -137091.453125 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -137091.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -137123.390625 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -137123.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137151.250000 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -137151.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -137158.890625 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -137158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137164.406250 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -137164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -137170.578125 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -137170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137179.093750 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -137179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137186.593750 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -137186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137190.265625 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -137190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137192.421875 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -137192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137195.031250 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -137195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137196.750000 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -137196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137198.984375 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -137199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137200.984375 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -137201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137204.078125 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -137204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137208.828125 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -137208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137216.375000 Penalty: 3608.141846
	Iteration 19Q: 3 clusters Score -137216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -137223.328125 Penalty: 3608.141846
	Iteration 20F: 3 clusters Score -137223.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137233.250000 Penalty: 3608.141846
	Iteration 21Q: 3 clusters Score -137233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137239.875000 Penalty: 3608.141846
	Iteration 22Q: 3 clusters Score -137239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -137241.406250 Penalty: 3608.141846
	Iteration 23Q: 3 clusters Score -137241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137242.671875 Penalty: 3608.141846
	Iteration 24Q: 3 clusters Score -137242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137242.671875 Penalty: 3608.141846
	Iteration 25F: 3 clusters Score -137242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -386567.187500 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -386567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -382700.968750 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -382701 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -383560.343750 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -383560.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -383715.375000 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -383715.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -383827.500000 Penalty: 4105.091797
	Iteration 3Q: 3 clusters Score -383827.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -383903.687500 Penalty: 4105.091797
	Iteration 4Q: 3 clusters Score -383903.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -383960.031250 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -383960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -384003.718750 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -384003.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -384033.343750 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -384033.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -384062.281250 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -384062.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -384079.531250 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -384079.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -384094.218750 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -384094.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -384110.500000 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -384110.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -384124.625000 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -384124.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -384135.687500 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -384135.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -384143.812500 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -384143.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -384151.343750 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -384151.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -384158.937500 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -384158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -384162.562500 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -384162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -384166.406250 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -384166.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -384171.500000 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -384171.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -384176.125000 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -384176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -384180.937500 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -384180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -384186.375000 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -384186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384190.750000 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -384190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -384194.375000 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -384194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -384200.125000 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -384200.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -384207.125000 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -384207.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -384214.625000 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -384214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -384218.781250 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -384218.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -384223.406250 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -384223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -384225.375000 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -384225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -384227.000000 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -384227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -384228.437500 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -384228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -384230.187500 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -384230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -384232.375000 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -384232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -384232.812500 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -384232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -384234.156250 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -384234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -384235.156250 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -384235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -384235.250000 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -384235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -384236.281250 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -384236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -384236.343750 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -384236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -384236.843750 Penalty: 4105.091797
	Iteration 41Q: 3 clusters Score -384236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -384237.531250 Penalty: 4105.091797
	Iteration 42Q: 3 clusters Score -384237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -384238.125000 Penalty: 4105.091797
	Iteration 43Q: 3 clusters Score -384238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -384238.937500 Penalty: 4105.091797
	Iteration 44Q: 3 clusters Score -384238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -384238.656250 Penalty: 4105.091797
	Iteration 45Q: 3 clusters Score -384238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -384238.968750 Penalty: 4105.091797
	Iteration 46Q: 3 clusters Score -384239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -384238.968750 Penalty: 4105.091797
	Iteration 47F: 3 clusters Score -384239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -738745.000000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -738745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -731575.875000 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -731575.9 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -733971.937500 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -733971.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -734585.562500 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -734585.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -735090.250000 Penalty: 4529.981445
	Iteration 3F: 3 clusters Score -735090.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -735452.812500 Penalty: 4529.981445
	Iteration 4F: 3 clusters Score -735452.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -735733.250000 Penalty: 4529.981445
	Iteration 5F: 3 clusters Score -735733.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -735957.500000 Penalty: 4529.981445
	Iteration 6Q: 3 clusters Score -735957.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -736176.687500 Penalty: 4529.981445
	Iteration 7Q: 3 clusters Score -736176.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -736387.500000 Penalty: 4529.981445
	Iteration 8Q: 3 clusters Score -736387.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -736520.125000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -736520.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -736608.937500 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -736608.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -736675.500000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -736675.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -736725.250000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -736725.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -736765.125000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -736765.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -736805.312500 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -736805.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -736833.312500 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -736833.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -736854.000000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -736854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -736863.625000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -736863.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -736874.125000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -736874.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -736883.312500 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -736883.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -736892.625000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -736892.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -736901.875000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -736901.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -736908.562500 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -736908.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -736915.937500 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -736915.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -736928.500000 Penalty: 4529.981445
	Iteration 24Q: 3 clusters Score -736928.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -736939.687500 Penalty: 4529.981445
	Iteration 25Q: 3 clusters Score -736939.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -736951.687500 Penalty: 4529.981445
	Iteration 26Q: 3 clusters Score -736951.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -736968.250000 Penalty: 4529.981445
	Iteration 27Q: 3 clusters Score -736968.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -736980.500000 Penalty: 4529.981445
	Iteration 28Q: 3 clusters Score -736980.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -736993.750000 Penalty: 4529.981445
	Iteration 29Q: 3 clusters Score -736993.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -737012.625000 Penalty: 4529.981445
	Iteration 30Q: 3 clusters Score -737012.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -737030.000000 Penalty: 4529.981445
	Iteration 31Q: 3 clusters Score -737030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -737036.687500 Penalty: 4529.981445
	Iteration 32Q: 3 clusters Score -737036.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -737047.437500 Penalty: 4529.981445
	Iteration 33Q: 3 clusters Score -737047.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -737067.812500 Penalty: 4529.981445
	Iteration 34Q: 3 clusters Score -737067.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -737082.437500 Penalty: 4529.981445
	Iteration 35Q: 3 clusters Score -737082.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -737099.125000 Penalty: 4529.981445
	Iteration 36Q: 3 clusters Score -737099.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -737114.312500 Penalty: 4529.981445
	Iteration 37Q: 3 clusters Score -737114.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -737131.187500 Penalty: 4529.981445
	Iteration 38Q: 3 clusters Score -737131.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -737148.000000 Penalty: 4529.981445
	Iteration 39Q: 3 clusters Score -737148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -737179.187500 Penalty: 4529.981445
	Iteration 40F: 3 clusters Score -737179.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -737209.062500 Penalty: 4529.981445
	Iteration 41Q: 3 clusters Score -737209.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -737228.437500 Penalty: 4529.981445
	Iteration 42Q: 3 clusters Score -737228.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -737252.687500 Penalty: 4529.981445
	Iteration 43Q: 3 clusters Score -737252.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -737283.187500 Penalty: 4529.981445
	Iteration 44Q: 3 clusters Score -737283.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -737313.187500 Penalty: 4529.981445
	Iteration 45Q: 3 clusters Score -737313.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -737335.187500 Penalty: 4529.981445
	Iteration 46Q: 3 clusters Score -737335.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -737345.625000 Penalty: 4529.981445
	Iteration 47Q: 3 clusters Score -737345.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -737352.062500 Penalty: 4529.981445
	Iteration 48Q: 3 clusters Score -737352.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -737361.687500 Penalty: 4529.981445
	Iteration 49Q: 3 clusters Score -737361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -737369.125000 Penalty: 4529.981445
	Iteration 50Q: 3 clusters Score -737369.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -737375.062500 Penalty: 4529.981445
	Iteration 51Q: 3 clusters Score -737375.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -737380.062500 Penalty: 4529.981445
	Iteration 52Q: 3 clusters Score -737380.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -737390.562500 Penalty: 4529.981445
	Iteration 53Q: 3 clusters Score -737390.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -737395.437500 Penalty: 4529.981445
	Iteration 54Q: 3 clusters Score -737395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -737398.125000 Penalty: 4529.981445
	Iteration 55Q: 3 clusters Score -737398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -737401.125000 Penalty: 4529.981445
	Iteration 56Q: 3 clusters Score -737401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -737408.937500 Penalty: 4529.981445
	Iteration 57Q: 3 clusters Score -737408.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -737416.062500 Penalty: 4529.981445
	Iteration 58Q: 3 clusters Score -737416.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -737420.250000 Penalty: 4529.981445
	Iteration 59Q: 3 clusters Score -737420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -737424.250000 Penalty: 4529.981445
	Iteration 60F: 3 clusters Score -737424.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -737430.000000 Penalty: 4529.981445
	Iteration 61Q: 3 clusters Score -737430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -737435.812500 Penalty: 4529.981445
	Iteration 62Q: 3 clusters Score -737435.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -737443.312500 Penalty: 4529.981445
	Iteration 63Q: 3 clusters Score -737443.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -737452.687500 Penalty: 4529.981445
	Iteration 64Q: 3 clusters Score -737452.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -737464.500000 Penalty: 4529.981445
	Iteration 65Q: 3 clusters Score -737464.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -737475.562500 Penalty: 4529.981445
	Iteration 66Q: 3 clusters Score -737475.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -737484.937500 Penalty: 4529.981445
	Iteration 67Q: 3 clusters Score -737484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -737492.437500 Penalty: 4529.981445
	Iteration 68Q: 3 clusters Score -737492.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -737495.687500 Penalty: 4529.981445
	Iteration 69Q: 3 clusters Score -737495.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -737499.375000 Penalty: 4529.981445
	Iteration 70Q: 3 clusters Score -737499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -737504.312500 Penalty: 4529.981445
	Iteration 71Q: 3 clusters Score -737504.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -737505.062500 Penalty: 4529.981445
	Iteration 72Q: 3 clusters Score -737505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -737506.750000 Penalty: 4529.981445
	Iteration 73Q: 3 clusters Score -737506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -737507.875000 Penalty: 4529.981445
	Iteration 74Q: 3 clusters Score -737507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -737510.000000 Penalty: 4529.981445
	Iteration 75Q: 3 clusters Score -737510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -737511.187500 Penalty: 4529.981445
	Iteration 76Q: 3 clusters Score -737511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -737514.000000 Penalty: 4529.981445
	Iteration 77Q: 3 clusters Score -737514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -737514.125000 Penalty: 4529.981445
	Iteration 78Q: 3 clusters Score -737514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -737515.812500 Penalty: 4529.981445
	Iteration 79Q: 3 clusters Score -737515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -737516.312500 Penalty: 4529.981445
	Iteration 80F: 3 clusters Score -737516.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -737520.500000 Penalty: 4529.981445
	Iteration 81Q: 3 clusters Score -737520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -737525.437500 Penalty: 4529.981445
	Iteration 82Q: 3 clusters Score -737525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -737530.562500 Penalty: 4529.981445
	Iteration 83Q: 3 clusters Score -737530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -737534.437500 Penalty: 4529.981445
	Iteration 84Q: 3 clusters Score -737534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -737534.062500 Penalty: 4529.981445
	Iteration 85Q: 3 clusters Score -737534.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -737541.437500 Penalty: 4529.981445
	Iteration 86Q: 3 clusters Score -737541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -737545.000000 Penalty: 4529.981445
	Iteration 87Q: 3 clusters Score -737545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -737546.562500 Penalty: 4529.981445
	Iteration 88Q: 3 clusters Score -737546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -737548.375000 Penalty: 4529.981445
	Iteration 89Q: 3 clusters Score -737548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -737549.875000 Penalty: 4529.981445
	Iteration 90Q: 3 clusters Score -737549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -737551.000000 Penalty: 4529.981445
	Iteration 91Q: 3 clusters Score -737551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -737555.375000 Penalty: 4529.981445
	Iteration 92Q: 3 clusters Score -737555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -737556.125000 Penalty: 4529.981445
	Iteration 93Q: 3 clusters Score -737556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -737556.500000 Penalty: 4529.981445
	Iteration 94Q: 3 clusters Score -737556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -737558.375000 Penalty: 4529.981445
	Iteration 95Q: 3 clusters Score -737558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -737559.187500 Penalty: 4529.981445
	Iteration 96Q: 3 clusters Score -737559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -737560.625000 Penalty: 4529.981445
	Iteration 97Q: 3 clusters Score -737560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -737561.750000 Penalty: 4529.981445
	Iteration 98Q: 3 clusters Score -737561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -737560.625000 Penalty: 4529.981445
	Iteration 99Q: 3 clusters Score -737560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -737562.375000 Penalty: 4529.981445
	Iteration 100F: 3 clusters Score -737562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -737561.562500 Penalty: 4529.981445
	Iteration 101Q: 3 clusters Score -737561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -737561.562500 Penalty: 4529.981445
	Iteration 102F: 3 clusters Score -737561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (32249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Entering Unmasked Estep 
Score: -3217627.500000 Penalty: 2574.548096
	Iteration 0F: 2 clusters Score -3217628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3195548.250000 Penalty: 5149.096191
	Iteration 0F: 3 clusters Score -3195548 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3203852.500000 Penalty: 5149.096191
	Iteration 1F: 3 clusters Score -3203852 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3204979.750000 Penalty: 5149.096191
	Iteration 2F: 3 clusters Score -3204980 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3206165.000000 Penalty: 5149.096191
	Iteration 3F: 3 clusters Score -3206165 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3207326.500000 Penalty: 5149.096191
	Iteration 4F: 3 clusters Score -3207326 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3208395.250000 Penalty: 5149.096191
	Iteration 5F: 3 clusters Score -3208395 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3209234.750000 Penalty: 5149.096191
	Iteration 6Q: 3 clusters Score -3209235 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3209986.750000 Penalty: 5149.096191
	Iteration 7Q: 3 clusters Score -3209987 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3210768.500000 Penalty: 5149.096191
	Iteration 8Q: 3 clusters Score -3210768 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3211596.750000 Penalty: 5149.096191
	Iteration 9Q: 3 clusters Score -3211597 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3212468.750000 Penalty: 5149.096191
	Iteration 10Q: 3 clusters Score -3212469 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3213321.250000 Penalty: 5149.096191
	Iteration 11Q: 3 clusters Score -3213321 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3214087.000000 Penalty: 5149.096191
	Iteration 12Q: 3 clusters Score -3214087 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3214698.250000 Penalty: 5149.096191
	Iteration 13Q: 3 clusters Score -3214698 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3215147.500000 Penalty: 5149.096191
	Iteration 14Q: 3 clusters Score -3215148 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3215397.000000 Penalty: 5149.096191
	Iteration 15Q: 3 clusters Score -3215397 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3215552.500000 Penalty: 5149.096191
	Iteration 16Q: 3 clusters Score -3215552 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3215657.750000 Penalty: 5149.096191
	Iteration 17Q: 3 clusters Score -3215658 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3215748.000000 Penalty: 5149.096191
	Iteration 18Q: 3 clusters Score -3215748 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3215802.750000 Penalty: 5149.096191
	Iteration 19Q: 3 clusters Score -3215803 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3215865.250000 Penalty: 5149.096191
	Iteration 20F: 3 clusters Score -3215865 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3215897.000000 Penalty: 5149.096191
	Iteration 21Q: 3 clusters Score -3215897 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3215937.250000 Penalty: 5149.096191
	Iteration 22Q: 3 clusters Score -3215937 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3215970.000000 Penalty: 5149.096191
	Iteration 23Q: 3 clusters Score -3215970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3215988.250000 Penalty: 5149.096191
	Iteration 24Q: 3 clusters Score -3215988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3216001.250000 Penalty: 5149.096191
	Iteration 25Q: 3 clusters Score -3216001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3216011.000000 Penalty: 5149.096191
	Iteration 26Q: 3 clusters Score -3216011 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3216016.750000 Penalty: 5149.096191
	Iteration 27Q: 3 clusters Score -3216017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3216024.500000 Penalty: 5149.096191
	Iteration 28Q: 3 clusters Score -3216024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3216046.000000 Penalty: 5149.096191
	Iteration 29Q: 3 clusters Score -3216046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3216055.000000 Penalty: 5149.096191
	Iteration 30Q: 3 clusters Score -3216055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3216074.000000 Penalty: 5149.096191
	Iteration 31Q: 3 clusters Score -3216074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3216085.750000 Penalty: 5149.096191
	Iteration 32Q: 3 clusters Score -3216086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3216094.250000 Penalty: 5149.096191
	Iteration 33Q: 3 clusters Score -3216094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3216100.750000 Penalty: 5149.096191
	Iteration 34Q: 3 clusters Score -3216101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3216092.000000 Penalty: 5149.096191
	Iteration 35Q: 3 clusters Score -3216092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3216097.500000 Penalty: 5149.096191
	Iteration 36Q: 3 clusters Score -3216098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3216092.250000 Penalty: 5149.096191
	Iteration 37Q: 3 clusters Score -3216092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3216105.250000 Penalty: 5149.096191
	Iteration 38Q: 3 clusters Score -3216105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3216107.000000 Penalty: 5149.096191
	Iteration 39Q: 3 clusters Score -3216107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3216109.250000 Penalty: 5149.096191
	Iteration 40F: 3 clusters Score -3216109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3216103.000000 Penalty: 5149.096191
	Iteration 41Q: 3 clusters Score -3216103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3216115.000000 Penalty: 5149.096191
	Iteration 42Q: 3 clusters Score -3216115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3216123.250000 Penalty: 5149.096191
	Iteration 43Q: 3 clusters Score -3216123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3216127.500000 Penalty: 5149.096191
	Iteration 44Q: 3 clusters Score -3216128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3216133.500000 Penalty: 5149.096191
	Iteration 45Q: 3 clusters Score -3216134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3216130.750000 Penalty: 5149.096191
	Iteration 46Q: 3 clusters Score -3216131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3216137.250000 Penalty: 5149.096191
	Iteration 47Q: 3 clusters Score -3216137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3216131.500000 Penalty: 5149.096191
	Iteration 48Q: 3 clusters Score -3216132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3216137.000000 Penalty: 5149.096191
	Iteration 49Q: 3 clusters Score -3216137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3216136.750000 Penalty: 5149.096191
	Iteration 50Q: 3 clusters Score -3216137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3216139.250000 Penalty: 5149.096191
	Iteration 51Q: 3 clusters Score -3216139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3216134.500000 Penalty: 5149.096191
	Iteration 52Q: 3 clusters Score -3216134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3216133.500000 Penalty: 5149.096191
	Iteration 53Q: 3 clusters Score -3216134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3216130.250000 Penalty: 5149.096191
	Iteration 54Q: 3 clusters Score -3216130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3216129.250000 Penalty: 5149.096191
	Iteration 55Q: 3 clusters Score -3216129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3216138.500000 Penalty: 5149.096191
	Iteration 56Q: 3 clusters Score -3216138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3216142.250000 Penalty: 5149.096191
	Iteration 57Q: 3 clusters Score -3216142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3216145.250000 Penalty: 5149.096191
	Iteration 58Q: 3 clusters Score -3216145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3216142.750000 Penalty: 5149.096191
	Iteration 59Q: 3 clusters Score -3216143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3216142.250000 Penalty: 5149.096191
	Iteration 60F: 3 clusters Score -3216142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3216139.000000 Penalty: 5149.096191
	Iteration 61Q: 3 clusters Score -3216139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3216139.750000 Penalty: 5149.096191
	Iteration 62Q: 3 clusters Score -3216140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3216139.750000 Penalty: 5149.096191
	Iteration 63Q: 3 clusters Score -3216140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3216131.000000 Penalty: 5149.096191
	Iteration 64Q: 3 clusters Score -3216131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3216131.750000 Penalty: 5149.096191
	Iteration 65Q: 3 clusters Score -3216132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3216138.750000 Penalty: 5149.096191
	Iteration 66Q: 3 clusters Score -3216139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3216135.000000 Penalty: 5149.096191
	Iteration 67Q: 3 clusters Score -3216135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3216139.000000 Penalty: 5149.096191
	Iteration 68Q: 3 clusters Score -3216139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3216144.250000 Penalty: 5149.096191
	Iteration 69Q: 3 clusters Score -3216144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3216139.750000 Penalty: 5149.096191
	Iteration 70Q: 3 clusters Score -3216140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3216140.250000 Penalty: 5149.096191
	Iteration 71Q: 3 clusters Score -3216140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3216150.250000 Penalty: 5149.096191
	Iteration 72Q: 3 clusters Score -3216150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3216161.500000 Penalty: 5149.096191
	Iteration 73Q: 3 clusters Score -3216162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3216166.250000 Penalty: 5149.096191
	Iteration 74Q: 3 clusters Score -3216166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3216175.250000 Penalty: 5149.096191
	Iteration 75Q: 3 clusters Score -3216175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3216169.500000 Penalty: 5149.096191
	Iteration 76Q: 3 clusters Score -3216170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3216164.750000 Penalty: 5149.096191
	Iteration 77Q: 3 clusters Score -3216165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3216166.250000 Penalty: 5149.096191
	Iteration 78Q: 3 clusters Score -3216166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3216169.250000 Penalty: 5149.096191
	Iteration 79Q: 3 clusters Score -3216169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3216170.500000 Penalty: 5149.096191
	Iteration 80F: 3 clusters Score -3216170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3216172.750000 Penalty: 5149.096191
	Iteration 81Q: 3 clusters Score -3216173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3216173.750000 Penalty: 5149.096191
	Iteration 82Q: 3 clusters Score -3216174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3216171.250000 Penalty: 5149.096191
	Iteration 83Q: 3 clusters Score -3216171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3216169.500000 Penalty: 5149.096191
	Iteration 84Q: 3 clusters Score -3216170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3216174.750000 Penalty: 5149.096191
	Iteration 85Q: 3 clusters Score -3216175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3216178.000000 Penalty: 5149.096191
	Iteration 86Q: 3 clusters Score -3216178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3216178.000000 Penalty: 5149.096191
	Iteration 87Q: 3 clusters Score -3216178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3216181.250000 Penalty: 5149.096191
	Iteration 88Q: 3 clusters Score -3216181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3216178.500000 Penalty: 5149.096191
	Iteration 89Q: 3 clusters Score -3216178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3216187.750000 Penalty: 5149.096191
	Iteration 90Q: 3 clusters Score -3216188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3216192.000000 Penalty: 5149.096191
	Iteration 91Q: 3 clusters Score -3216192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3216190.750000 Penalty: 5149.096191
	Iteration 92Q: 3 clusters Score -3216191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3216186.000000 Penalty: 5149.096191
	Iteration 93Q: 3 clusters Score -3216186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3216185.750000 Penalty: 5149.096191
	Iteration 94Q: 3 clusters Score -3216186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3216179.250000 Penalty: 5149.096191
	Iteration 95Q: 3 clusters Score -3216179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3216180.750000 Penalty: 5149.096191
	Iteration 96Q: 3 clusters Score -3216181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3216187.000000 Penalty: 5149.096191
	Iteration 97Q: 3 clusters Score -3216187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3216184.500000 Penalty: 5149.096191
	Iteration 98Q: 3 clusters Score -3216184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3216190.000000 Penalty: 5149.096191
	Iteration 99Q: 3 clusters Score -3216190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3216187.500000 Penalty: 5149.096191
	Iteration 100F: 3 clusters Score -3216188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3216191.750000 Penalty: 5149.096191
	Iteration 101Q: 3 clusters Score -3216192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3216187.750000 Penalty: 5149.096191
	Iteration 102Q: 3 clusters Score -3216188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3216189.250000 Penalty: 5149.096191
	Iteration 103Q: 3 clusters Score -3216189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3216189.250000 Penalty: 5149.096191
	Iteration 104F: 3 clusters Score -3216189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -176146.921875 Penalty: 1866.892822
	Iteration 0F: 2 clusters Score -176146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -173621.187500 Penalty: 3733.785645
	Iteration 0F: 3 clusters Score -173621.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -174087.593750 Penalty: 3733.785645
	Iteration 1F: 3 clusters Score -174087.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -174264.046875 Penalty: 3733.785645
	Iteration 2F: 3 clusters Score -174264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -174360.234375 Penalty: 3733.785645
	Iteration 3Q: 3 clusters Score -174360.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -174433.437500 Penalty: 3733.785645
	Iteration 4Q: 3 clusters Score -174433.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -174500.468750 Penalty: 3733.785645
	Iteration 5Q: 3 clusters Score -174500.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -174565.625000 Penalty: 3733.785645
	Iteration 6Q: 3 clusters Score -174565.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -174632.375000 Penalty: 3733.785645
	Iteration 7Q: 3 clusters Score -174632.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174711.015625 Penalty: 3733.785645
	Iteration 8Q: 3 clusters Score -174711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -174823.718750 Penalty: 3733.785645
	Iteration 9Q: 3 clusters Score -174823.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174938.187500 Penalty: 3733.785645
	Iteration 10Q: 3 clusters Score -174938.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -175081.296875 Penalty: 3733.785645
	Iteration 11Q: 3 clusters Score -175081.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -175245.062500 Penalty: 3733.785645
	Iteration 12Q: 3 clusters Score -175245.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -175343.968750 Penalty: 3733.785645
	Iteration 13Q: 3 clusters Score -175344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -175385.984375 Penalty: 3733.785645
	Iteration 14Q: 3 clusters Score -175386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -175421.328125 Penalty: 3733.785645
	Iteration 15Q: 3 clusters Score -175421.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -175451.718750 Penalty: 3733.785645
	Iteration 16Q: 3 clusters Score -175451.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -175467.593750 Penalty: 3733.785645
	Iteration 17Q: 3 clusters Score -175467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -175486.156250 Penalty: 3733.785645
	Iteration 18Q: 3 clusters Score -175486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -175495.218750 Penalty: 3733.785645
	Iteration 19Q: 3 clusters Score -175495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -175499.937500 Penalty: 3733.785645
	Iteration 20F: 3 clusters Score -175499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175502.359375 Penalty: 3733.785645
	Iteration 21Q: 3 clusters Score -175502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -175503.750000 Penalty: 3733.785645
	Iteration 22Q: 3 clusters Score -175503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -175505.171875 Penalty: 3733.785645
	Iteration 23Q: 3 clusters Score -175505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -175507.578125 Penalty: 3733.785645
	Iteration 24Q: 3 clusters Score -175507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -175508.218750 Penalty: 3733.785645
	Iteration 25Q: 3 clusters Score -175508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -175508.218750 Penalty: 3733.785645
	Iteration 26F: 3 clusters Score -175508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -244302.156250 Penalty: 1928.164185
	Iteration 0F: 2 clusters Score -244302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -241457.812500 Penalty: 3856.328369
	Iteration 0F: 3 clusters Score -241457.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -241967.968750 Penalty: 3856.328369
	Iteration 1F: 3 clusters Score -241968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242122.546875 Penalty: 3856.328369
	Iteration 2F: 3 clusters Score -242122.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242207.250000 Penalty: 3856.328369
	Iteration 3Q: 3 clusters Score -242207.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -242248.046875 Penalty: 3856.328369
	Iteration 4Q: 3 clusters Score -242248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -242270.906250 Penalty: 3856.328369
	Iteration 5Q: 3 clusters Score -242270.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242288.046875 Penalty: 3856.328369
	Iteration 6Q: 3 clusters Score -242288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242305.890625 Penalty: 3856.328369
	Iteration 7Q: 3 clusters Score -242305.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242322.515625 Penalty: 3856.328369
	Iteration 8Q: 3 clusters Score -242322.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242335.687500 Penalty: 3856.328369
	Iteration 9Q: 3 clusters Score -242335.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242347.343750 Penalty: 3856.328369
	Iteration 10Q: 3 clusters Score -242347.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242353.437500 Penalty: 3856.328369
	Iteration 11Q: 3 clusters Score -242353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242358.968750 Penalty: 3856.328369
	Iteration 12Q: 3 clusters Score -242359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242364.140625 Penalty: 3856.328369
	Iteration 13Q: 3 clusters Score -242364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242366.406250 Penalty: 3856.328369
	Iteration 14Q: 3 clusters Score -242366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242367.390625 Penalty: 3856.328369
	Iteration 15Q: 3 clusters Score -242367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242368.515625 Penalty: 3856.328369
	Iteration 16Q: 3 clusters Score -242368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242369.296875 Penalty: 3856.328369
	Iteration 17Q: 3 clusters Score -242369.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242370.265625 Penalty: 3856.328369
	Iteration 18Q: 3 clusters Score -242370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242371.015625 Penalty: 3856.328369
	Iteration 19Q: 3 clusters Score -242371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242371.250000 Penalty: 3856.328369
	Iteration 20F: 3 clusters Score -242371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242372.203125 Penalty: 3856.328369
	Iteration 21Q: 3 clusters Score -242372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242372.453125 Penalty: 3856.328369
	Iteration 22Q: 3 clusters Score -242372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242372.468750 Penalty: 3856.328369
	Iteration 23Q: 3 clusters Score -242372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242372.468750 Penalty: 3856.328369
	Iteration 24F: 3 clusters Score -242372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -444765.687500 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -444765.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -440668.656250 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -440668.7 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -441634.531250 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -441634.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -441826.187500 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -441826.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -441938.687500 Penalty: 4169.616211
	Iteration 3Q: 3 clusters Score -441938.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -442029.750000 Penalty: 4169.616211
	Iteration 4Q: 3 clusters Score -442029.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -442104.156250 Penalty: 4169.616211
	Iteration 5Q: 3 clusters Score -442104.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -442163.031250 Penalty: 4169.616211
	Iteration 6Q: 3 clusters Score -442163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -442213.531250 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -442213.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -442256.062500 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -442256.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -442292.468750 Penalty: 4169.616211
	Iteration 9Q: 3 clusters Score -442292.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -442325.156250 Penalty: 4169.616211
	Iteration 10Q: 3 clusters Score -442325.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -442357.875000 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -442357.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -442387.937500 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -442387.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -442417.968750 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -442418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -442455.843750 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -442455.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -442497.437500 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -442497.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -442535.000000 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -442535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -442568.593750 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -442568.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -442594.062500 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -442594.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -442621.656250 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -442621.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -442648.093750 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -442648.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -442683.656250 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -442683.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -442740.375000 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -442740.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -442844.875000 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -442844.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -442984.093750 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -442984.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -443143.781250 Penalty: 4169.616211
	Iteration 25Q: 3 clusters Score -443143.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -443239.531250 Penalty: 4169.616211
	Iteration 26Q: 3 clusters Score -443239.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -443287.718750 Penalty: 4169.616211
	Iteration 27Q: 3 clusters Score -443287.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -443325.062500 Penalty: 4169.616211
	Iteration 28Q: 3 clusters Score -443325.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -443347.718750 Penalty: 4169.616211
	Iteration 29Q: 3 clusters Score -443347.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -443363.656250 Penalty: 4169.616211
	Iteration 30Q: 3 clusters Score -443363.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -443377.125000 Penalty: 4169.616211
	Iteration 31Q: 3 clusters Score -443377.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -443384.156250 Penalty: 4169.616211
	Iteration 32Q: 3 clusters Score -443384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -443388.812500 Penalty: 4169.616211
	Iteration 33Q: 3 clusters Score -443388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -443391.593750 Penalty: 4169.616211
	Iteration 34Q: 3 clusters Score -443391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -443394.312500 Penalty: 4169.616211
	Iteration 35Q: 3 clusters Score -443394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -443395.593750 Penalty: 4169.616211
	Iteration 36Q: 3 clusters Score -443395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -443396.500000 Penalty: 4169.616211
	Iteration 37Q: 3 clusters Score -443396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -443399.281250 Penalty: 4169.616211
	Iteration 38Q: 3 clusters Score -443399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -443400.312500 Penalty: 4169.616211
	Iteration 39Q: 3 clusters Score -443400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -443400.937500 Penalty: 4169.616211
	Iteration 40F: 3 clusters Score -443400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -443401.968750 Penalty: 4169.616211
	Iteration 41Q: 3 clusters Score -443402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -443402.937500 Penalty: 4169.616211
	Iteration 42Q: 3 clusters Score -443402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -443403.500000 Penalty: 4169.616211
	Iteration 43Q: 3 clusters Score -443403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -443404.156250 Penalty: 4169.616211
	Iteration 44Q: 3 clusters Score -443404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -443405.062500 Penalty: 4169.616211
	Iteration 45Q: 3 clusters Score -443405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -443406.312500 Penalty: 4169.616211
	Iteration 46Q: 3 clusters Score -443406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -443405.656250 Penalty: 4169.616211
	Iteration 47Q: 3 clusters Score -443405.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -443407.593750 Penalty: 4169.616211
	Iteration 48Q: 3 clusters Score -443407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -443407.531250 Penalty: 4169.616211
	Iteration 49Q: 3 clusters Score -443407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -443407.968750 Penalty: 4169.616211
	Iteration 50Q: 3 clusters Score -443408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -443408.281250 Penalty: 4169.616211
	Iteration 51Q: 3 clusters Score -443408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -443408.281250 Penalty: 4169.616211
	Iteration 52F: 3 clusters Score -443408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -558075.750000 Penalty: 2153.899170
	Iteration 0F: 2 clusters Score -558075.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -553034.000000 Penalty: 4307.798340
	Iteration 0F: 3 clusters Score -553034 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -554382.687500 Penalty: 4307.798340
	Iteration 1F: 3 clusters Score -554382.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -554662.062500 Penalty: 4307.798340
	Iteration 2F: 3 clusters Score -554662.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -554889.437500 Penalty: 4307.798340
	Iteration 3F: 3 clusters Score -554889.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -555157.437500 Penalty: 4307.798340
	Iteration 4F: 3 clusters Score -555157.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -555441.750000 Penalty: 4307.798340
	Iteration 5F: 3 clusters Score -555441.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -555713.812500 Penalty: 4307.798340
	Iteration 6F: 3 clusters Score -555713.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -555954.187500 Penalty: 4307.798340
	Iteration 7Q: 3 clusters Score -555954.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -556141.625000 Penalty: 4307.798340
	Iteration 8Q: 3 clusters Score -556141.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -556271.000000 Penalty: 4307.798340
	Iteration 9Q: 3 clusters Score -556271 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -556359.062500 Penalty: 4307.798340
	Iteration 10Q: 3 clusters Score -556359.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -556414.812500 Penalty: 4307.798340
	Iteration 11Q: 3 clusters Score -556414.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -556450.937500 Penalty: 4307.798340
	Iteration 12Q: 3 clusters Score -556450.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -556483.437500 Penalty: 4307.798340
	Iteration 13Q: 3 clusters Score -556483.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -556518.562500 Penalty: 4307.798340
	Iteration 14Q: 3 clusters Score -556518.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -556554.250000 Penalty: 4307.798340
	Iteration 15Q: 3 clusters Score -556554.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -556588.000000 Penalty: 4307.798340
	Iteration 16Q: 3 clusters Score -556588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -556625.937500 Penalty: 4307.798340
	Iteration 17Q: 3 clusters Score -556625.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -556661.937500 Penalty: 4307.798340
	Iteration 18Q: 3 clusters Score -556661.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556688.375000 Penalty: 4307.798340
	Iteration 19Q: 3 clusters Score -556688.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -556718.812500 Penalty: 4307.798340
	Iteration 20F: 3 clusters Score -556718.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -556746.375000 Penalty: 4307.798340
	Iteration 21Q: 3 clusters Score -556746.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -556767.250000 Penalty: 4307.798340
	Iteration 22Q: 3 clusters Score -556767.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -556787.125000 Penalty: 4307.798340
	Iteration 23Q: 3 clusters Score -556787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -556796.500000 Penalty: 4307.798340
	Iteration 24Q: 3 clusters Score -556796.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -556803.375000 Penalty: 4307.798340
	Iteration 25Q: 3 clusters Score -556803.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -556812.000000 Penalty: 4307.798340
	Iteration 26Q: 3 clusters Score -556812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -556820.500000 Penalty: 4307.798340
	Iteration 27Q: 3 clusters Score -556820.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -556825.000000 Penalty: 4307.798340
	Iteration 28Q: 3 clusters Score -556825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -556828.375000 Penalty: 4307.798340
	Iteration 29Q: 3 clusters Score -556828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -556832.562500 Penalty: 4307.798340
	Iteration 30Q: 3 clusters Score -556832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -556835.062500 Penalty: 4307.798340
	Iteration 31Q: 3 clusters Score -556835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -556836.375000 Penalty: 4307.798340
	Iteration 32Q: 3 clusters Score -556836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -556839.062500 Penalty: 4307.798340
	Iteration 33Q: 3 clusters Score -556839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -556840.875000 Penalty: 4307.798340
	Iteration 34Q: 3 clusters Score -556840.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -556841.062500 Penalty: 4307.798340
	Iteration 35Q: 3 clusters Score -556841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -556841.312500 Penalty: 4307.798340
	Iteration 36Q: 3 clusters Score -556841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -556842.000000 Penalty: 4307.798340
	Iteration 37Q: 3 clusters Score -556842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -556843.000000 Penalty: 4307.798340
	Iteration 38Q: 3 clusters Score -556843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -556842.687500 Penalty: 4307.798340
	Iteration 39Q: 3 clusters Score -556842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556842.562500 Penalty: 4307.798340
	Iteration 40F: 3 clusters Score -556842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -556842.812500 Penalty: 4307.798340
	Iteration 41Q: 3 clusters Score -556842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -556843.250000 Penalty: 4307.798340
	Iteration 42Q: 3 clusters Score -556843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556843.312500 Penalty: 4307.798340
	Iteration 43Q: 3 clusters Score -556843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -556844.250000 Penalty: 4307.798340
	Iteration 44Q: 3 clusters Score -556844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -556844.375000 Penalty: 4307.798340
	Iteration 45Q: 3 clusters Score -556844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -556844.375000 Penalty: 4307.798340
	Iteration 46F: 3 clusters Score -556844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -52462.894531 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -52462.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50903.460938 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -50903.46 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51072.093750 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -51072.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51107.281250 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -51107.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51124.816406 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -51124.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51146.503906 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -51146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51160.710938 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -51160.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51174.199219 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -51174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51189.761719 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -51189.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51199.355469 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -51199.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51199.355469 Penalty: 3143.065674
	Iteration 9F: 3 clusters Score -51199.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -570073.875000 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -570073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -564956.125000 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -564956.1 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -566286.000000 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -566286 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -566605.937500 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -566605.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -566854.937500 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -566854.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -567058.875000 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -567058.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -567225.375000 Penalty: 4316.774414
	Iteration 5Q: 3 clusters Score -567225.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -567392.750000 Penalty: 4316.774414
	Iteration 6Q: 3 clusters Score -567392.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -567546.312500 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -567546.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -567674.000000 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -567674 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -567775.125000 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -567775.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -567880.062500 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -567880.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -567982.312500 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -567982.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -568068.312500 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -568068.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -568128.500000 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -568128.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -568181.250000 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -568181.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -568233.812500 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -568233.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -568282.937500 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -568282.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -568327.062500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -568327.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -568360.937500 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -568360.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -568409.125000 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -568409.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -568466.312500 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -568466.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -568516.625000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -568516.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -568555.500000 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -568555.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -568596.312500 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -568596.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -568626.125000 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -568626.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -568645.562500 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -568645.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -568665.250000 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -568665.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -568688.250000 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -568688.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -568707.000000 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -568707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -568723.437500 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -568723.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -568730.500000 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -568730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -568736.500000 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -568736.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -568737.937500 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -568737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -568739.625000 Penalty: 4316.774414
	Iteration 33Q: 3 clusters Score -568739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -568740.750000 Penalty: 4316.774414
	Iteration 34Q: 3 clusters Score -568740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -568741.312500 Penalty: 4316.774414
	Iteration 35Q: 3 clusters Score -568741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -568740.875000 Penalty: 4316.774414
	Iteration 36Q: 3 clusters Score -568740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -568742.562500 Penalty: 4316.774414
	Iteration 37Q: 3 clusters Score -568742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -568744.125000 Penalty: 4316.774414
	Iteration 38Q: 3 clusters Score -568744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -568743.000000 Penalty: 4316.774414
	Iteration 39Q: 3 clusters Score -568743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -568743.000000 Penalty: 4316.774414
	Iteration 40F: 3 clusters Score -568743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -330252.656250 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -330252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -326346.812500 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -326346.8 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -327393.968750 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -327394 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -327761.312500 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -327761.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -328036.562500 Penalty: 4122.209473
	Iteration 3F: 3 clusters Score -328036.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -328245.218750 Penalty: 4122.209473
	Iteration 4F: 3 clusters Score -328245.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -328386.906250 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -328386.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -328519.375000 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -328519.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -328638.687500 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -328638.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -328717.000000 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -328717 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -328766.437500 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -328766.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -328793.312500 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -328793.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -328817.343750 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -328817.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -328835.875000 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -328835.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -328867.625000 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -328867.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -328888.531250 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -328888.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -328902.593750 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -328902.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -328911.375000 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -328911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -328917.687500 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -328917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -328923.968750 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -328924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -328928.531250 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -328928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -328930.687500 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -328930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -328934.375000 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -328934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -328936.937500 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -328936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -328937.343750 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -328937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -328937.281250 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -328937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328939.718750 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -328939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -328941.218750 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -328941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -328941.875000 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -328941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -328944.968750 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -328945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -328946.812500 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -328946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328947.781250 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -328947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328949.875000 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -328949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328950.218750 Penalty: 4122.209473
	Iteration 32Q: 3 clusters Score -328950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -328950.687500 Penalty: 4122.209473
	Iteration 33Q: 3 clusters Score -328950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -328950.718750 Penalty: 4122.209473
	Iteration 34Q: 3 clusters Score -328950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -328951.468750 Penalty: 4122.209473
	Iteration 35Q: 3 clusters Score -328951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -328952.250000 Penalty: 4122.209473
	Iteration 36Q: 3 clusters Score -328952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -328953.156250 Penalty: 4122.209473
	Iteration 37Q: 3 clusters Score -328953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -328954.593750 Penalty: 4122.209473
	Iteration 38Q: 3 clusters Score -328954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -328957.343750 Penalty: 4122.209473
	Iteration 39Q: 3 clusters Score -328957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -328960.093750 Penalty: 4122.209473
	Iteration 40F: 3 clusters Score -328960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -328965.125000 Penalty: 4122.209473
	Iteration 41Q: 3 clusters Score -328965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -328970.656250 Penalty: 4122.209473
	Iteration 42Q: 3 clusters Score -328970.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -328978.468750 Penalty: 4122.209473
	Iteration 43Q: 3 clusters Score -328978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -328984.000000 Penalty: 4122.209473
	Iteration 44Q: 3 clusters Score -328984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -328992.281250 Penalty: 4122.209473
	Iteration 45Q: 3 clusters Score -328992.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -328998.781250 Penalty: 4122.209473
	Iteration 46Q: 3 clusters Score -328998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -329004.031250 Penalty: 4122.209473
	Iteration 47Q: 3 clusters Score -329004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -329008.187500 Penalty: 4122.209473
	Iteration 48Q: 3 clusters Score -329008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -329011.343750 Penalty: 4122.209473
	Iteration 49Q: 3 clusters Score -329011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -329014.750000 Penalty: 4122.209473
	Iteration 50Q: 3 clusters Score -329014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -329016.875000 Penalty: 4122.209473
	Iteration 51Q: 3 clusters Score -329016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -329019.750000 Penalty: 4122.209473
	Iteration 52Q: 3 clusters Score -329019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -329022.937500 Penalty: 4122.209473
	Iteration 53Q: 3 clusters Score -329022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -329024.500000 Penalty: 4122.209473
	Iteration 54Q: 3 clusters Score -329024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -329028.156250 Penalty: 4122.209473
	Iteration 55Q: 3 clusters Score -329028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -329029.406250 Penalty: 4122.209473
	Iteration 56Q: 3 clusters Score -329029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -329030.968750 Penalty: 4122.209473
	Iteration 57Q: 3 clusters Score -329031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -329032.968750 Penalty: 4122.209473
	Iteration 58Q: 3 clusters Score -329033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -329035.500000 Penalty: 4122.209473
	Iteration 59Q: 3 clusters Score -329035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -329038.281250 Penalty: 4122.209473
	Iteration 60F: 3 clusters Score -329038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -329043.093750 Penalty: 4122.209473
	Iteration 61Q: 3 clusters Score -329043.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -329047.593750 Penalty: 4122.209473
	Iteration 62Q: 3 clusters Score -329047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -329052.906250 Penalty: 4122.209473
	Iteration 63Q: 3 clusters Score -329052.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -329058.968750 Penalty: 4122.209473
	Iteration 64Q: 3 clusters Score -329059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -329066.906250 Penalty: 4122.209473
	Iteration 65Q: 3 clusters Score -329066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -329072.281250 Penalty: 4122.209473
	Iteration 66Q: 3 clusters Score -329072.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -329080.687500 Penalty: 4122.209473
	Iteration 67Q: 3 clusters Score -329080.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -329087.093750 Penalty: 4122.209473
	Iteration 68Q: 3 clusters Score -329087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -329091.843750 Penalty: 4122.209473
	Iteration 69Q: 3 clusters Score -329091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -329094.218750 Penalty: 4122.209473
	Iteration 70Q: 3 clusters Score -329094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -329094.406250 Penalty: 4122.209473
	Iteration 71Q: 3 clusters Score -329094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -329097.125000 Penalty: 4122.209473
	Iteration 72Q: 3 clusters Score -329097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -329097.843750 Penalty: 4122.209473
	Iteration 73Q: 3 clusters Score -329097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -329099.750000 Penalty: 4122.209473
	Iteration 74Q: 3 clusters Score -329099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -329100.250000 Penalty: 4122.209473
	Iteration 75Q: 3 clusters Score -329100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -329100.687500 Penalty: 4122.209473
	Iteration 76Q: 3 clusters Score -329100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -329101.656250 Penalty: 4122.209473
	Iteration 77Q: 3 clusters Score -329101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -329101.656250 Penalty: 4122.209473
	Iteration 78Q: 3 clusters Score -329101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -329102.062500 Penalty: 4122.209473
	Iteration 79Q: 3 clusters Score -329102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -329103.250000 Penalty: 4122.209473
	Iteration 80F: 3 clusters Score -329103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -329103.906250 Penalty: 4122.209473
	Iteration 81Q: 3 clusters Score -329103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -329104.906250 Penalty: 4122.209473
	Iteration 82Q: 3 clusters Score -329104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -329105.593750 Penalty: 4122.209473
	Iteration 83Q: 3 clusters Score -329105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -329106.750000 Penalty: 4122.209473
	Iteration 84Q: 3 clusters Score -329106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -329106.562500 Penalty: 4122.209473
	Iteration 85Q: 3 clusters Score -329106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -329108.031250 Penalty: 4122.209473
	Iteration 86Q: 3 clusters Score -329108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -329108.468750 Penalty: 4122.209473
	Iteration 87Q: 3 clusters Score -329108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -329108.812500 Penalty: 4122.209473
	Iteration 88Q: 3 clusters Score -329108.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -329108.812500 Penalty: 4122.209473
	Iteration 89F: 3 clusters Score -329108.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -377540.125000 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -377540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -373727.343750 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -373727.3 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -374585.281250 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -374585.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -374786.250000 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -374786.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -374923.187500 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -374923.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -375052.562500 Penalty: 4098.612793
	Iteration 4Q: 3 clusters Score -375052.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -375192.812500 Penalty: 4098.612793
	Iteration 5Q: 3 clusters Score -375192.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -375317.406250 Penalty: 4098.612793
	Iteration 6Q: 3 clusters Score -375317.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -375475.125000 Penalty: 4098.612793
	Iteration 7Q: 3 clusters Score -375475.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -375645.593750 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -375645.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -375807.031250 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -375807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -375977.375000 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -375977.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -376110.843750 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -376110.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -376199.281250 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -376199.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -376247.812500 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -376247.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -376281.281250 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -376281.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -376310.500000 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -376310.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -376330.812500 Penalty: 4098.612793
	Iteration 16Q: 3 clusters Score -376330.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -376345.031250 Penalty: 4098.612793
	Iteration 17Q: 3 clusters Score -376345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -376353.500000 Penalty: 4098.612793
	Iteration 18Q: 3 clusters Score -376353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -376360.656250 Penalty: 4098.612793
	Iteration 19Q: 3 clusters Score -376360.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -376365.781250 Penalty: 4098.612793
	Iteration 20F: 3 clusters Score -376365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -376369.468750 Penalty: 4098.612793
	Iteration 21Q: 3 clusters Score -376369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -376372.343750 Penalty: 4098.612793
	Iteration 22Q: 3 clusters Score -376372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -376375.937500 Penalty: 4098.612793
	Iteration 23Q: 3 clusters Score -376375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -376378.781250 Penalty: 4098.612793
	Iteration 24Q: 3 clusters Score -376378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -376379.031250 Penalty: 4098.612793
	Iteration 25Q: 3 clusters Score -376379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -376380.062500 Penalty: 4098.612793
	Iteration 26Q: 3 clusters Score -376380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -376380.406250 Penalty: 4098.612793
	Iteration 27Q: 3 clusters Score -376380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -376381.468750 Penalty: 4098.612793
	Iteration 28Q: 3 clusters Score -376381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -376382.406250 Penalty: 4098.612793
	Iteration 29Q: 3 clusters Score -376382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -376384.781250 Penalty: 4098.612793
	Iteration 30Q: 3 clusters Score -376384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -376384.656250 Penalty: 4098.612793
	Iteration 31Q: 3 clusters Score -376384.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -376384.656250 Penalty: 4098.612793
	Iteration 32F: 3 clusters Score -376384.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Entering Unmasked Estep 
Score: -937459.562500 Penalty: 2255.904297
	Iteration 0F: 2 clusters Score -937459.6 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 4369 members 
Entering Unmasked Estep 
Score: -930422.812500 Penalty: 4511.808594
	Iteration 0F: 3 clusters Score -930422.8 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -932335.812500 Penalty: 4511.808594
	Iteration 1F: 3 clusters Score -932335.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -932653.375000 Penalty: 4511.808594
	Iteration 2F: 3 clusters Score -932653.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -932910.750000 Penalty: 4511.808594
	Iteration 3F: 3 clusters Score -932910.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -933134.625000 Penalty: 4511.808594
	Iteration 4Q: 3 clusters Score -933134.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -933361.625000 Penalty: 4511.808594
	Iteration 5Q: 3 clusters Score -933361.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -933592.812500 Penalty: 4511.808594
	Iteration 6Q: 3 clusters Score -933592.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -933828.625000 Penalty: 4511.808594
	Iteration 7Q: 3 clusters Score -933828.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -934080.562500 Penalty: 4511.808594
	Iteration 8Q: 3 clusters Score -934080.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -934331.937500 Penalty: 4511.808594
	Iteration 9Q: 3 clusters Score -934331.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -934564.312500 Penalty: 4511.808594
	Iteration 10Q: 3 clusters Score -934564.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -934763.250000 Penalty: 4511.808594
	Iteration 11Q: 3 clusters Score -934763.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -934898.125000 Penalty: 4511.808594
	Iteration 12Q: 3 clusters Score -934898.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -935006.312500 Penalty: 4511.808594
	Iteration 13Q: 3 clusters Score -935006.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -935093.875000 Penalty: 4511.808594
	Iteration 14Q: 3 clusters Score -935093.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -935178.562500 Penalty: 4511.808594
	Iteration 15Q: 3 clusters Score -935178.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -935230.687500 Penalty: 4511.808594
	Iteration 16Q: 3 clusters Score -935230.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -935270.125000 Penalty: 4511.808594
	Iteration 17Q: 3 clusters Score -935270.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -935296.062500 Penalty: 4511.808594
	Iteration 18Q: 3 clusters Score -935296.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -935318.750000 Penalty: 4511.808594
	Iteration 19Q: 3 clusters Score -935318.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -935330.187500 Penalty: 4511.808594
	Iteration 20F: 3 clusters Score -935330.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -935343.062500 Penalty: 4511.808594
	Iteration 21Q: 3 clusters Score -935343.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -935351.562500 Penalty: 4511.808594
	Iteration 22Q: 3 clusters Score -935351.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -935361.187500 Penalty: 4511.808594
	Iteration 23Q: 3 clusters Score -935361.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -935362.562500 Penalty: 4511.808594
	Iteration 24Q: 3 clusters Score -935362.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -935368.125000 Penalty: 4511.808594
	Iteration 25Q: 3 clusters Score -935368.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -935371.500000 Penalty: 4511.808594
	Iteration 26Q: 3 clusters Score -935371.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -935376.437500 Penalty: 4511.808594
	Iteration 27Q: 3 clusters Score -935376.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -935382.625000 Penalty: 4511.808594
	Iteration 28Q: 3 clusters Score -935382.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -935385.562500 Penalty: 4511.808594
	Iteration 29Q: 3 clusters Score -935385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -935388.500000 Penalty: 4511.808594
	Iteration 30Q: 3 clusters Score -935388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -935390.250000 Penalty: 4511.808594
	Iteration 31Q: 3 clusters Score -935390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -935391.875000 Penalty: 4511.808594
	Iteration 32Q: 3 clusters Score -935391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -935393.187500 Penalty: 4511.808594
	Iteration 33Q: 3 clusters Score -935393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -935396.687500 Penalty: 4511.808594
	Iteration 34Q: 3 clusters Score -935396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -935399.500000 Penalty: 4511.808594
	Iteration 35Q: 3 clusters Score -935399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -935400.187500 Penalty: 4511.808594
	Iteration 36Q: 3 clusters Score -935400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -935399.750000 Penalty: 4511.808594
	Iteration 37Q: 3 clusters Score -935399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -935398.937500 Penalty: 4511.808594
	Iteration 38Q: 3 clusters Score -935398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -935400.500000 Penalty: 4511.808594
	Iteration 39Q: 3 clusters Score -935400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -935403.312500 Penalty: 4511.808594
	Iteration 40F: 3 clusters Score -935403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -935402.812500 Penalty: 4511.808594
	Iteration 41Q: 3 clusters Score -935402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -935405.000000 Penalty: 4511.808594
	Iteration 42Q: 3 clusters Score -935405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -935404.687500 Penalty: 4511.808594
	Iteration 43Q: 3 clusters Score -935404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -935405.062500 Penalty: 4511.808594
	Iteration 44Q: 3 clusters Score -935405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -935406.937500 Penalty: 4511.808594
	Iteration 45Q: 3 clusters Score -935406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -935406.062500 Penalty: 4511.808594
	Iteration 46Q: 3 clusters Score -935406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -935406.250000 Penalty: 4511.808594
	Iteration 47Q: 3 clusters Score -935406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -935407.375000 Penalty: 4511.808594
	Iteration 48Q: 3 clusters Score -935407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -935407.500000 Penalty: 4511.808594
	Iteration 49Q: 3 clusters Score -935407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -935408.125000 Penalty: 4511.808594
	Iteration 50Q: 3 clusters Score -935408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -935407.625000 Penalty: 4511.808594
	Iteration 51Q: 3 clusters Score -935407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -935407.125000 Penalty: 4511.808594
	Iteration 52Q: 3 clusters Score -935407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -935407.625000 Penalty: 4511.808594
	Iteration 53Q: 3 clusters Score -935407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -935408.750000 Penalty: 4511.808594
	Iteration 54Q: 3 clusters Score -935408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -935409.625000 Penalty: 4511.808594
	Iteration 55Q: 3 clusters Score -935409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -935411.500000 Penalty: 4511.808594
	Iteration 56Q: 3 clusters Score -935411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -935410.687500 Penalty: 4511.808594
	Iteration 57Q: 3 clusters Score -935410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -935410.687500 Penalty: 4511.808594
	Iteration 58F: 3 clusters Score -935410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Entering Unmasked Estep 
Score: -3296174.000000 Penalty: 2601.222168
	Iteration 0F: 2 clusters Score -3296174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3271739.000000 Penalty: 5202.444336
	Iteration 0F: 3 clusters Score -3271739 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3280991.500000 Penalty: 5202.444336
	Iteration 1F: 3 clusters Score -3280992 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3282097.500000 Penalty: 5202.444336
	Iteration 2F: 3 clusters Score -3282098 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3283389.750000 Penalty: 5202.444336
	Iteration 3F: 3 clusters Score -3283390 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3285086.750000 Penalty: 5202.444336
	Iteration 4F: 3 clusters Score -3285087 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3287240.000000 Penalty: 5202.444336
	Iteration 5F: 3 clusters Score -3287240 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3289558.000000 Penalty: 5202.444336
	Iteration 6F: 3 clusters Score -3289558 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3291486.250000 Penalty: 5202.444336
	Iteration 7F: 3 clusters Score -3291486 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3292708.500000 Penalty: 5202.444336
	Iteration 8Q: 3 clusters Score -3292708 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3293441.750000 Penalty: 5202.444336
	Iteration 9Q: 3 clusters Score -3293442 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3293825.250000 Penalty: 5202.444336
	Iteration 10Q: 3 clusters Score -3293825 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3294049.000000 Penalty: 5202.444336
	Iteration 11Q: 3 clusters Score -3294049 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3294187.750000 Penalty: 5202.444336
	Iteration 12Q: 3 clusters Score -3294188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3294255.000000 Penalty: 5202.444336
	Iteration 13Q: 3 clusters Score -3294255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3294313.500000 Penalty: 5202.444336
	Iteration 14Q: 3 clusters Score -3294314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3294362.500000 Penalty: 5202.444336
	Iteration 15Q: 3 clusters Score -3294362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3294392.750000 Penalty: 5202.444336
	Iteration 16Q: 3 clusters Score -3294393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3294418.000000 Penalty: 5202.444336
	Iteration 17Q: 3 clusters Score -3294418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3294434.250000 Penalty: 5202.444336
	Iteration 18Q: 3 clusters Score -3294434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3294445.500000 Penalty: 5202.444336
	Iteration 19Q: 3 clusters Score -3294446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3294451.250000 Penalty: 5202.444336
	Iteration 20F: 3 clusters Score -3294451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3294462.250000 Penalty: 5202.444336
	Iteration 21Q: 3 clusters Score -3294462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3294470.000000 Penalty: 5202.444336
	Iteration 22Q: 3 clusters Score -3294470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3294469.750000 Penalty: 5202.444336
	Iteration 23Q: 3 clusters Score -3294470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3294469.000000 Penalty: 5202.444336
	Iteration 24Q: 3 clusters Score -3294469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3294467.500000 Penalty: 5202.444336
	Iteration 25Q: 3 clusters Score -3294468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3294468.000000 Penalty: 5202.444336
	Iteration 26Q: 3 clusters Score -3294468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3294465.750000 Penalty: 5202.444336
	Iteration 27Q: 3 clusters Score -3294466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3294471.750000 Penalty: 5202.444336
	Iteration 28Q: 3 clusters Score -3294472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3294473.500000 Penalty: 5202.444336
	Iteration 29Q: 3 clusters Score -3294474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3294474.000000 Penalty: 5202.444336
	Iteration 30Q: 3 clusters Score -3294474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3294479.750000 Penalty: 5202.444336
	Iteration 31Q: 3 clusters Score -3294480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3294483.250000 Penalty: 5202.444336
	Iteration 32Q: 3 clusters Score -3294483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3294488.500000 Penalty: 5202.444336
	Iteration 33Q: 3 clusters Score -3294488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3294491.000000 Penalty: 5202.444336
	Iteration 34Q: 3 clusters Score -3294491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3294491.000000 Penalty: 5202.444336
	Iteration 35F: 3 clusters Score -3294491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -338758.312500 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -338758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -335273.218750 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -335273.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -335997.656250 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -335997.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -336209.718750 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -336209.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -336363.343750 Penalty: 4028.843506
	Iteration 3F: 3 clusters Score -336363.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -336471.531250 Penalty: 4028.843506
	Iteration 4Q: 3 clusters Score -336471.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -336599.031250 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -336599 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -336707.687500 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -336707.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -336794.312500 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -336794.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -336859.125000 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -336859.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -336915.906250 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -336915.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -336948.312500 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -336948.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -336976.593750 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -336976.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -337004.531250 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -337004.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -337020.812500 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -337020.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -337030.218750 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -337030.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -337038.968750 Penalty: 4028.843506
	Iteration 15Q: 3 clusters Score -337039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -337046.125000 Penalty: 4028.843506
	Iteration 16Q: 3 clusters Score -337046.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -337053.812500 Penalty: 4028.843506
	Iteration 17Q: 3 clusters Score -337053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337059.218750 Penalty: 4028.843506
	Iteration 18Q: 3 clusters Score -337059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -337064.062500 Penalty: 4028.843506
	Iteration 19Q: 3 clusters Score -337064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -337067.937500 Penalty: 4028.843506
	Iteration 20F: 3 clusters Score -337067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -337070.375000 Penalty: 4028.843506
	Iteration 21Q: 3 clusters Score -337070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337073.218750 Penalty: 4028.843506
	Iteration 22Q: 3 clusters Score -337073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -337077.843750 Penalty: 4028.843506
	Iteration 23Q: 3 clusters Score -337077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -337082.312500 Penalty: 4028.843506
	Iteration 24Q: 3 clusters Score -337082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337085.156250 Penalty: 4028.843506
	Iteration 25Q: 3 clusters Score -337085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337086.031250 Penalty: 4028.843506
	Iteration 26Q: 3 clusters Score -337086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337086.937500 Penalty: 4028.843506
	Iteration 27Q: 3 clusters Score -337086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -337087.281250 Penalty: 4028.843506
	Iteration 28Q: 3 clusters Score -337087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337088.187500 Penalty: 4028.843506
	Iteration 29Q: 3 clusters Score -337088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -337088.687500 Penalty: 4028.843506
	Iteration 30Q: 3 clusters Score -337088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -337088.875000 Penalty: 4028.843506
	Iteration 31Q: 3 clusters Score -337088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -337088.875000 Penalty: 4028.843506
	Iteration 32F: 3 clusters Score -337088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -231002.203125 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -231002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -228191.000000 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -228191 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -228756.796875 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -228756.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -228935.281250 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -228935.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -229043.703125 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -229043.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -229117.234375 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -229117.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -229174.812500 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -229174.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229226.500000 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -229226.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229270.359375 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -229270.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -229325.781250 Penalty: 3851.722412
	Iteration 8Q: 3 clusters Score -229325.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229388.453125 Penalty: 3851.722412
	Iteration 9Q: 3 clusters Score -229388.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -229455.671875 Penalty: 3851.722412
	Iteration 10Q: 3 clusters Score -229455.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -229525.406250 Penalty: 3851.722412
	Iteration 11Q: 3 clusters Score -229525.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -229577.328125 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -229577.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -229629.328125 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -229629.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -229672.359375 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -229672.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229710.359375 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -229710.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229741.375000 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -229741.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229761.203125 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -229761.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -229784.328125 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -229784.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -229800.109375 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -229800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229805.750000 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -229805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -229809.031250 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -229809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -229810.843750 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -229810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -229811.343750 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -229811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -229811.343750 Penalty: 3851.722412
	Iteration 24F: 3 clusters Score -229811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -632386.562500 Penalty: 2173.252441
	Iteration 0F: 2 clusters Score -632386.6 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 3168 members 
Entering Unmasked Estep 
Score: -626996.500000 Penalty: 4346.504883
	Iteration 0F: 3 clusters Score -626996.5 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -628389.750000 Penalty: 4346.504883
	Iteration 1F: 3 clusters Score -628389.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -628649.187500 Penalty: 4346.504883
	Iteration 2F: 3 clusters Score -628649.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -628815.000000 Penalty: 4346.504883
	Iteration 3F: 3 clusters Score -628815 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -628945.500000 Penalty: 4346.504883
	Iteration 4Q: 3 clusters Score -628945.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -629052.375000 Penalty: 4346.504883
	Iteration 5Q: 3 clusters Score -629052.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -629170.125000 Penalty: 4346.504883
	Iteration 6Q: 3 clusters Score -629170.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -629264.625000 Penalty: 4346.504883
	Iteration 7Q: 3 clusters Score -629264.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -629359.812500 Penalty: 4346.504883
	Iteration 8Q: 3 clusters Score -629359.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -629442.687500 Penalty: 4346.504883
	Iteration 9Q: 3 clusters Score -629442.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -629534.625000 Penalty: 4346.504883
	Iteration 10Q: 3 clusters Score -629534.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -629645.750000 Penalty: 4346.504883
	Iteration 11Q: 3 clusters Score -629645.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -629760.000000 Penalty: 4346.504883
	Iteration 12Q: 3 clusters Score -629760 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -629901.437500 Penalty: 4346.504883
	Iteration 13Q: 3 clusters Score -629901.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -630052.687500 Penalty: 4346.504883
	Iteration 14Q: 3 clusters Score -630052.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -630186.875000 Penalty: 4346.504883
	Iteration 15Q: 3 clusters Score -630186.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -630305.250000 Penalty: 4346.504883
	Iteration 16Q: 3 clusters Score -630305.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -630398.875000 Penalty: 4346.504883
	Iteration 17Q: 3 clusters Score -630398.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -630469.250000 Penalty: 4346.504883
	Iteration 18Q: 3 clusters Score -630469.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -630529.187500 Penalty: 4346.504883
	Iteration 19Q: 3 clusters Score -630529.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -630590.312500 Penalty: 4346.504883
	Iteration 20F: 3 clusters Score -630590.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -630627.250000 Penalty: 4346.504883
	Iteration 21Q: 3 clusters Score -630627.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -630655.250000 Penalty: 4346.504883
	Iteration 22Q: 3 clusters Score -630655.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -630679.500000 Penalty: 4346.504883
	Iteration 23Q: 3 clusters Score -630679.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -630693.500000 Penalty: 4346.504883
	Iteration 24Q: 3 clusters Score -630693.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -630712.125000 Penalty: 4346.504883
	Iteration 25Q: 3 clusters Score -630712.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -630725.500000 Penalty: 4346.504883
	Iteration 26Q: 3 clusters Score -630725.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -630737.187500 Penalty: 4346.504883
	Iteration 27Q: 3 clusters Score -630737.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -630752.187500 Penalty: 4346.504883
	Iteration 28Q: 3 clusters Score -630752.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -630771.125000 Penalty: 4346.504883
	Iteration 29Q: 3 clusters Score -630771.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -630792.000000 Penalty: 4346.504883
	Iteration 30Q: 3 clusters Score -630792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -630811.000000 Penalty: 4346.504883
	Iteration 31Q: 3 clusters Score -630811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -630820.125000 Penalty: 4346.504883
	Iteration 32Q: 3 clusters Score -630820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -630829.062500 Penalty: 4346.504883
	Iteration 33Q: 3 clusters Score -630829.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -630840.562500 Penalty: 4346.504883
	Iteration 34Q: 3 clusters Score -630840.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -630853.750000 Penalty: 4346.504883
	Iteration 35Q: 3 clusters Score -630853.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -630866.187500 Penalty: 4346.504883
	Iteration 36Q: 3 clusters Score -630866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -630885.187500 Penalty: 4346.504883
	Iteration 37Q: 3 clusters Score -630885.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -630905.875000 Penalty: 4346.504883
	Iteration 38Q: 3 clusters Score -630905.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -630927.875000 Penalty: 4346.504883
	Iteration 39Q: 3 clusters Score -630927.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -630947.250000 Penalty: 4346.504883
	Iteration 40F: 3 clusters Score -630947.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -630968.562500 Penalty: 4346.504883
	Iteration 41Q: 3 clusters Score -630968.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -630983.250000 Penalty: 4346.504883
	Iteration 42Q: 3 clusters Score -630983.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -630997.937500 Penalty: 4346.504883
	Iteration 43Q: 3 clusters Score -630997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -631011.812500 Penalty: 4346.504883
	Iteration 44Q: 3 clusters Score -631011.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -631025.875000 Penalty: 4346.504883
	Iteration 45Q: 3 clusters Score -631025.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -631037.750000 Penalty: 4346.504883
	Iteration 46Q: 3 clusters Score -631037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -631052.375000 Penalty: 4346.504883
	Iteration 47Q: 3 clusters Score -631052.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -631067.187500 Penalty: 4346.504883
	Iteration 48Q: 3 clusters Score -631067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -631074.125000 Penalty: 4346.504883
	Iteration 49Q: 3 clusters Score -631074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -631080.687500 Penalty: 4346.504883
	Iteration 50Q: 3 clusters Score -631080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -631083.625000 Penalty: 4346.504883
	Iteration 51Q: 3 clusters Score -631083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -631086.812500 Penalty: 4346.504883
	Iteration 52Q: 3 clusters Score -631086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -631086.687500 Penalty: 4346.504883
	Iteration 53Q: 3 clusters Score -631086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -631089.000000 Penalty: 4346.504883
	Iteration 54Q: 3 clusters Score -631089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -631088.875000 Penalty: 4346.504883
	Iteration 55Q: 3 clusters Score -631088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -631089.750000 Penalty: 4346.504883
	Iteration 56Q: 3 clusters Score -631089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -631090.000000 Penalty: 4346.504883
	Iteration 57Q: 3 clusters Score -631090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -631089.625000 Penalty: 4346.504883
	Iteration 58Q: 3 clusters Score -631089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -631092.375000 Penalty: 4346.504883
	Iteration 59Q: 3 clusters Score -631092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -631094.625000 Penalty: 4346.504883
	Iteration 60F: 3 clusters Score -631094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -631094.250000 Penalty: 4346.504883
	Iteration 61Q: 3 clusters Score -631094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -631097.062500 Penalty: 4346.504883
	Iteration 62Q: 3 clusters Score -631097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -631098.875000 Penalty: 4346.504883
	Iteration 63Q: 3 clusters Score -631098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -631099.625000 Penalty: 4346.504883
	Iteration 64Q: 3 clusters Score -631099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -631099.625000 Penalty: 4346.504883
	Iteration 65F: 3 clusters Score -631099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -279322.250000 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -279322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -276072.281250 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -276072.3 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -276707.062500 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -276707.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -276896.968750 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -276897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -276982.937500 Penalty: 3965.839355
	Iteration 3Q: 3 clusters Score -276982.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277026.343750 Penalty: 3965.839355
	Iteration 4Q: 3 clusters Score -277026.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -277068.343750 Penalty: 3965.839355
	Iteration 5Q: 3 clusters Score -277068.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -277111.093750 Penalty: 3965.839355
	Iteration 6Q: 3 clusters Score -277111.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -277159.781250 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -277159.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -277202.968750 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -277203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -277249.437500 Penalty: 3965.839355
	Iteration 9Q: 3 clusters Score -277249.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -277288.750000 Penalty: 3965.839355
	Iteration 10Q: 3 clusters Score -277288.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -277319.875000 Penalty: 3965.839355
	Iteration 11Q: 3 clusters Score -277319.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -277355.000000 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -277355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277392.562500 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -277392.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -277430.281250 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -277430.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -277478.593750 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -277478.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -277530.000000 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -277530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277575.718750 Penalty: 3965.839355
	Iteration 17Q: 3 clusters Score -277575.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -277620.500000 Penalty: 3965.839355
	Iteration 18Q: 3 clusters Score -277620.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -277667.062500 Penalty: 3965.839355
	Iteration 19Q: 3 clusters Score -277667.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -277715.781250 Penalty: 3965.839355
	Iteration 20F: 3 clusters Score -277715.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -277763.937500 Penalty: 3965.839355
	Iteration 21Q: 3 clusters Score -277763.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -277814.281250 Penalty: 3965.839355
	Iteration 22Q: 3 clusters Score -277814.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -277848.593750 Penalty: 3965.839355
	Iteration 23Q: 3 clusters Score -277848.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -277874.062500 Penalty: 3965.839355
	Iteration 24Q: 3 clusters Score -277874.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -277898.937500 Penalty: 3965.839355
	Iteration 25Q: 3 clusters Score -277898.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -277920.968750 Penalty: 3965.839355
	Iteration 26Q: 3 clusters Score -277921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -277939.031250 Penalty: 3965.839355
	Iteration 27Q: 3 clusters Score -277939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -277953.093750 Penalty: 3965.839355
	Iteration 28Q: 3 clusters Score -277953.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -277962.875000 Penalty: 3965.839355
	Iteration 29Q: 3 clusters Score -277962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -277972.250000 Penalty: 3965.839355
	Iteration 30Q: 3 clusters Score -277972.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -277982.093750 Penalty: 3965.839355
	Iteration 31Q: 3 clusters Score -277982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -277987.812500 Penalty: 3965.839355
	Iteration 32Q: 3 clusters Score -277987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -277993.687500 Penalty: 3965.839355
	Iteration 33Q: 3 clusters Score -277993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -278004.312500 Penalty: 3965.839355
	Iteration 34Q: 3 clusters Score -278004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -278015.750000 Penalty: 3965.839355
	Iteration 35Q: 3 clusters Score -278015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -278023.531250 Penalty: 3965.839355
	Iteration 36Q: 3 clusters Score -278023.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -278033.687500 Penalty: 3965.839355
	Iteration 37Q: 3 clusters Score -278033.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -278044.562500 Penalty: 3965.839355
	Iteration 38Q: 3 clusters Score -278044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -278050.656250 Penalty: 3965.839355
	Iteration 39Q: 3 clusters Score -278050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -278053.093750 Penalty: 3965.839355
	Iteration 40F: 3 clusters Score -278053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -278056.875000 Penalty: 3965.839355
	Iteration 41Q: 3 clusters Score -278056.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -278062.656250 Penalty: 3965.839355
	Iteration 42Q: 3 clusters Score -278062.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -278067.187500 Penalty: 3965.839355
	Iteration 43Q: 3 clusters Score -278067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -278071.125000 Penalty: 3965.839355
	Iteration 44Q: 3 clusters Score -278071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -278073.250000 Penalty: 3965.839355
	Iteration 45Q: 3 clusters Score -278073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278074.281250 Penalty: 3965.839355
	Iteration 46Q: 3 clusters Score -278074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -278075.750000 Penalty: 3965.839355
	Iteration 47Q: 3 clusters Score -278075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278076.187500 Penalty: 3965.839355
	Iteration 48Q: 3 clusters Score -278076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -278076.687500 Penalty: 3965.839355
	Iteration 49Q: 3 clusters Score -278076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278077.031250 Penalty: 3965.839355
	Iteration 50Q: 3 clusters Score -278077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -278078.062500 Penalty: 3965.839355
	Iteration 51Q: 3 clusters Score -278078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -278078.437500 Penalty: 3965.839355
	Iteration 52Q: 3 clusters Score -278078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -278078.437500 Penalty: 3965.839355
	Iteration 53F: 3 clusters Score -278078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -719478.000000 Penalty: 2200.828369
	Iteration 0F: 2 clusters Score -719478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -713554.062500 Penalty: 4401.656738
	Iteration 0F: 3 clusters Score -713554.1 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -715237.812500 Penalty: 4401.656738
	Iteration 1F: 3 clusters Score -715237.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -715632.187500 Penalty: 4401.656738
	Iteration 2F: 3 clusters Score -715632.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -716000.312500 Penalty: 4401.656738
	Iteration 3F: 3 clusters Score -716000.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -716392.000000 Penalty: 4401.656738
	Iteration 4F: 3 clusters Score -716392 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -716767.562500 Penalty: 4401.656738
	Iteration 5F: 3 clusters Score -716767.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -717055.062500 Penalty: 4401.656738
	Iteration 6F: 3 clusters Score -717055.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -717267.562500 Penalty: 4401.656738
	Iteration 7Q: 3 clusters Score -717267.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -717397.937500 Penalty: 4401.656738
	Iteration 8Q: 3 clusters Score -717397.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -717497.750000 Penalty: 4401.656738
	Iteration 9Q: 3 clusters Score -717497.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -717568.750000 Penalty: 4401.656738
	Iteration 10Q: 3 clusters Score -717568.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -717614.812500 Penalty: 4401.656738
	Iteration 11Q: 3 clusters Score -717614.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -717647.687500 Penalty: 4401.656738
	Iteration 12Q: 3 clusters Score -717647.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -717669.750000 Penalty: 4401.656738
	Iteration 13Q: 3 clusters Score -717669.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -717690.812500 Penalty: 4401.656738
	Iteration 14Q: 3 clusters Score -717690.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -717706.812500 Penalty: 4401.656738
	Iteration 15Q: 3 clusters Score -717706.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -717718.250000 Penalty: 4401.656738
	Iteration 16Q: 3 clusters Score -717718.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -717728.312500 Penalty: 4401.656738
	Iteration 17Q: 3 clusters Score -717728.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -717737.125000 Penalty: 4401.656738
	Iteration 18Q: 3 clusters Score -717737.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -717742.312500 Penalty: 4401.656738
	Iteration 19Q: 3 clusters Score -717742.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -717746.875000 Penalty: 4401.656738
	Iteration 20F: 3 clusters Score -717746.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -717750.562500 Penalty: 4401.656738
	Iteration 21Q: 3 clusters Score -717750.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -717756.437500 Penalty: 4401.656738
	Iteration 22Q: 3 clusters Score -717756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -717761.562500 Penalty: 4401.656738
	Iteration 23Q: 3 clusters Score -717761.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -717763.062500 Penalty: 4401.656738
	Iteration 24Q: 3 clusters Score -717763.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -717769.062500 Penalty: 4401.656738
	Iteration 25Q: 3 clusters Score -717769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -717769.437500 Penalty: 4401.656738
	Iteration 26Q: 3 clusters Score -717769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -717771.625000 Penalty: 4401.656738
	Iteration 27Q: 3 clusters Score -717771.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -717775.500000 Penalty: 4401.656738
	Iteration 28Q: 3 clusters Score -717775.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -717781.750000 Penalty: 4401.656738
	Iteration 29Q: 3 clusters Score -717781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -717786.500000 Penalty: 4401.656738
	Iteration 30Q: 3 clusters Score -717786.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -717794.375000 Penalty: 4401.656738
	Iteration 31Q: 3 clusters Score -717794.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -717798.125000 Penalty: 4401.656738
	Iteration 32Q: 3 clusters Score -717798.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -717802.312500 Penalty: 4401.656738
	Iteration 33Q: 3 clusters Score -717802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -717806.562500 Penalty: 4401.656738
	Iteration 34Q: 3 clusters Score -717806.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -717811.750000 Penalty: 4401.656738
	Iteration 35Q: 3 clusters Score -717811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -717819.875000 Penalty: 4401.656738
	Iteration 36Q: 3 clusters Score -717819.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -717822.687500 Penalty: 4401.656738
	Iteration 37Q: 3 clusters Score -717822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -717826.750000 Penalty: 4401.656738
	Iteration 38Q: 3 clusters Score -717826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -717831.812500 Penalty: 4401.656738
	Iteration 39Q: 3 clusters Score -717831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -717837.750000 Penalty: 4401.656738
	Iteration 40F: 3 clusters Score -717837.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -717840.500000 Penalty: 4401.656738
	Iteration 41Q: 3 clusters Score -717840.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -717842.750000 Penalty: 4401.656738
	Iteration 42Q: 3 clusters Score -717842.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -717849.187500 Penalty: 4401.656738
	Iteration 43Q: 3 clusters Score -717849.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -717853.000000 Penalty: 4401.656738
	Iteration 44Q: 3 clusters Score -717853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -717857.250000 Penalty: 4401.656738
	Iteration 45Q: 3 clusters Score -717857.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -717862.437500 Penalty: 4401.656738
	Iteration 46Q: 3 clusters Score -717862.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -717871.062500 Penalty: 4401.656738
	Iteration 47Q: 3 clusters Score -717871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -717875.125000 Penalty: 4401.656738
	Iteration 48Q: 3 clusters Score -717875.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -717885.687500 Penalty: 4401.656738
	Iteration 49Q: 3 clusters Score -717885.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -717892.125000 Penalty: 4401.656738
	Iteration 50Q: 3 clusters Score -717892.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -717903.812500 Penalty: 4401.656738
	Iteration 51Q: 3 clusters Score -717903.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -717911.937500 Penalty: 4401.656738
	Iteration 52Q: 3 clusters Score -717911.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -717918.062500 Penalty: 4401.656738
	Iteration 53Q: 3 clusters Score -717918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -717922.125000 Penalty: 4401.656738
	Iteration 54Q: 3 clusters Score -717922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -717922.625000 Penalty: 4401.656738
	Iteration 55Q: 3 clusters Score -717922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -717922.250000 Penalty: 4401.656738
	Iteration 56Q: 3 clusters Score -717922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -717924.812500 Penalty: 4401.656738
	Iteration 57Q: 3 clusters Score -717924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -717925.687500 Penalty: 4401.656738
	Iteration 58Q: 3 clusters Score -717925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -717927.375000 Penalty: 4401.656738
	Iteration 59Q: 3 clusters Score -717927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -717930.562500 Penalty: 4401.656738
	Iteration 60F: 3 clusters Score -717930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -717930.312500 Penalty: 4401.656738
	Iteration 61Q: 3 clusters Score -717930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -717932.750000 Penalty: 4401.656738
	Iteration 62Q: 3 clusters Score -717932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -717934.062500 Penalty: 4401.656738
	Iteration 63Q: 3 clusters Score -717934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -717936.250000 Penalty: 4401.656738
	Iteration 64Q: 3 clusters Score -717936.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -717940.250000 Penalty: 4401.656738
	Iteration 65Q: 3 clusters Score -717940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -717944.437500 Penalty: 4401.656738
	Iteration 66Q: 3 clusters Score -717944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -717944.875000 Penalty: 4401.656738
	Iteration 67Q: 3 clusters Score -717944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -717948.625000 Penalty: 4401.656738
	Iteration 68Q: 3 clusters Score -717948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -717950.062500 Penalty: 4401.656738
	Iteration 69Q: 3 clusters Score -717950.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -717950.687500 Penalty: 4401.656738
	Iteration 70Q: 3 clusters Score -717950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -717951.875000 Penalty: 4401.656738
	Iteration 71Q: 3 clusters Score -717951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -717955.250000 Penalty: 4401.656738
	Iteration 72Q: 3 clusters Score -717955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -717955.875000 Penalty: 4401.656738
	Iteration 73Q: 3 clusters Score -717955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -717958.750000 Penalty: 4401.656738
	Iteration 74Q: 3 clusters Score -717958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -717959.062500 Penalty: 4401.656738
	Iteration 75Q: 3 clusters Score -717959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -717963.250000 Penalty: 4401.656738
	Iteration 76Q: 3 clusters Score -717963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -717964.312500 Penalty: 4401.656738
	Iteration 77Q: 3 clusters Score -717964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -717964.875000 Penalty: 4401.656738
	Iteration 78Q: 3 clusters Score -717964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -717963.812500 Penalty: 4401.656738
	Iteration 79Q: 3 clusters Score -717963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -717965.750000 Penalty: 4401.656738
	Iteration 80F: 3 clusters Score -717965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -717967.937500 Penalty: 4401.656738
	Iteration 81Q: 3 clusters Score -717967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -717970.125000 Penalty: 4401.656738
	Iteration 82Q: 3 clusters Score -717970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -717972.750000 Penalty: 4401.656738
	Iteration 83Q: 3 clusters Score -717972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -717972.125000 Penalty: 4401.656738
	Iteration 84Q: 3 clusters Score -717972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -717976.125000 Penalty: 4401.656738
	Iteration 85Q: 3 clusters Score -717976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -717977.437500 Penalty: 4401.656738
	Iteration 86Q: 3 clusters Score -717977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -717978.875000 Penalty: 4401.656738
	Iteration 87Q: 3 clusters Score -717978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -717981.875000 Penalty: 4401.656738
	Iteration 88Q: 3 clusters Score -717981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -717983.750000 Penalty: 4401.656738
	Iteration 89Q: 3 clusters Score -717983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -717988.250000 Penalty: 4401.656738
	Iteration 90Q: 3 clusters Score -717988.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -717990.375000 Penalty: 4401.656738
	Iteration 91Q: 3 clusters Score -717990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -717993.250000 Penalty: 4401.656738
	Iteration 92Q: 3 clusters Score -717993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -717994.437500 Penalty: 4401.656738
	Iteration 93Q: 3 clusters Score -717994.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -717995.375000 Penalty: 4401.656738
	Iteration 94Q: 3 clusters Score -717995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -717996.687500 Penalty: 4401.656738
	Iteration 95Q: 3 clusters Score -717996.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -717998.562500 Penalty: 4401.656738
	Iteration 96Q: 3 clusters Score -717998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -717999.187500 Penalty: 4401.656738
	Iteration 97Q: 3 clusters Score -717999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -718000.250000 Penalty: 4401.656738
	Iteration 98Q: 3 clusters Score -718000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -718000.000000 Penalty: 4401.656738
	Iteration 99Q: 3 clusters Score -718000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -718000.000000 Penalty: 4401.656738
	Iteration 100F: 3 clusters Score -718000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -46500.488281 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -46500.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44972.679688 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -44972.68 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45135.429688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -45135.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45200.953125 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -45200.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45223.039062 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -45223.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45240.812500 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -45240.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45242.957031 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -45242.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45250.945312 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -45250.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45255.472656 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -45255.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45264.257812 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -45264.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45269.128906 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -45269.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45272.109375 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -45272.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45279.195312 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -45279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45284.957031 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -45284.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45286.554688 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -45286.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45293.789062 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -45293.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45299.917969 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -45299.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45304.628906 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -45304.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45311.164062 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -45311.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45315.910156 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -45315.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45315.910156 Penalty: 3092.267822
	Iteration 19F: 3 clusters Score -45315.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (20486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Entering Unmasked Estep 
Score: -1896238.625000 Penalty: 2462.019287
	Iteration 0F: 2 clusters Score -1896239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1881860.750000 Penalty: 4924.038574
	Iteration 0F: 3 clusters Score -1881861 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1887144.875000 Penalty: 4924.038574
	Iteration 1F: 3 clusters Score -1887145 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1887954.875000 Penalty: 4924.038574
	Iteration 2F: 3 clusters Score -1887955 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1888847.750000 Penalty: 4924.038574
	Iteration 3F: 3 clusters Score -1888848 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1889849.250000 Penalty: 4924.038574
	Iteration 4F: 3 clusters Score -1889849 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1890832.000000 Penalty: 4924.038574
	Iteration 5F: 3 clusters Score -1890832 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1891661.250000 Penalty: 4924.038574
	Iteration 6F: 3 clusters Score -1891661 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1892292.250000 Penalty: 4924.038574
	Iteration 7Q: 3 clusters Score -1892292 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1892772.875000 Penalty: 4924.038574
	Iteration 8Q: 3 clusters Score -1892773 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1893210.125000 Penalty: 4924.038574
	Iteration 9Q: 3 clusters Score -1893210 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1893551.000000 Penalty: 4924.038574
	Iteration 10Q: 3 clusters Score -1893551 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1893841.875000 Penalty: 4924.038574
	Iteration 11Q: 3 clusters Score -1893842 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1894092.000000 Penalty: 4924.038574
	Iteration 12Q: 3 clusters Score -1894092 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1894290.125000 Penalty: 4924.038574
	Iteration 13Q: 3 clusters Score -1894290 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1894465.125000 Penalty: 4924.038574
	Iteration 14Q: 3 clusters Score -1894465 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1894614.375000 Penalty: 4924.038574
	Iteration 15Q: 3 clusters Score -1894614 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1894741.250000 Penalty: 4924.038574
	Iteration 16Q: 3 clusters Score -1894741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1894884.125000 Penalty: 4924.038574
	Iteration 17Q: 3 clusters Score -1894884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1895010.750000 Penalty: 4924.038574
	Iteration 18Q: 3 clusters Score -1895011 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1895107.000000 Penalty: 4924.038574
	Iteration 19Q: 3 clusters Score -1895107 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1895168.375000 Penalty: 4924.038574
	Iteration 20F: 3 clusters Score -1895168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1895207.250000 Penalty: 4924.038574
	Iteration 21Q: 3 clusters Score -1895207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1895242.875000 Penalty: 4924.038574
	Iteration 22Q: 3 clusters Score -1895243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1895260.750000 Penalty: 4924.038574
	Iteration 23Q: 3 clusters Score -1895261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1895283.125000 Penalty: 4924.038574
	Iteration 24Q: 3 clusters Score -1895283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1895301.250000 Penalty: 4924.038574
	Iteration 25Q: 3 clusters Score -1895301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1895320.125000 Penalty: 4924.038574
	Iteration 26Q: 3 clusters Score -1895320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1895333.375000 Penalty: 4924.038574
	Iteration 27Q: 3 clusters Score -1895333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1895335.625000 Penalty: 4924.038574
	Iteration 28Q: 3 clusters Score -1895336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1895338.000000 Penalty: 4924.038574
	Iteration 29Q: 3 clusters Score -1895338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1895346.375000 Penalty: 4924.038574
	Iteration 30Q: 3 clusters Score -1895346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1895352.625000 Penalty: 4924.038574
	Iteration 31Q: 3 clusters Score -1895353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1895355.000000 Penalty: 4924.038574
	Iteration 32Q: 3 clusters Score -1895355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1895355.750000 Penalty: 4924.038574
	Iteration 33Q: 3 clusters Score -1895356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1895355.875000 Penalty: 4924.038574
	Iteration 34Q: 3 clusters Score -1895356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1895357.000000 Penalty: 4924.038574
	Iteration 35Q: 3 clusters Score -1895357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -1895357.625000 Penalty: 4924.038574
	Iteration 36Q: 3 clusters Score -1895358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1895358.000000 Penalty: 4924.038574
	Iteration 37Q: 3 clusters Score -1895358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1895358.625000 Penalty: 4924.038574
	Iteration 38Q: 3 clusters Score -1895359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1895357.000000 Penalty: 4924.038574
	Iteration 39Q: 3 clusters Score -1895357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1895356.875000 Penalty: 4924.038574
	Iteration 40F: 3 clusters Score -1895357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1895357.250000 Penalty: 4924.038574
	Iteration 41Q: 3 clusters Score -1895357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1895357.625000 Penalty: 4924.038574
	Iteration 42Q: 3 clusters Score -1895358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1895359.375000 Penalty: 4924.038574
	Iteration 43Q: 3 clusters Score -1895359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1895358.375000 Penalty: 4924.038574
	Iteration 44Q: 3 clusters Score -1895358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1895359.250000 Penalty: 4924.038574
	Iteration 45Q: 3 clusters Score -1895359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1895359.250000 Penalty: 4924.038574
	Iteration 46F: 3 clusters Score -1895359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -296283.468750 Penalty: 2001.352173
	Iteration 0F: 2 clusters Score -296283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292951.062500 Penalty: 4002.704346
	Iteration 0F: 3 clusters Score -292951.1 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -293632.406250 Penalty: 4002.704346
	Iteration 1F: 3 clusters Score -293632.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -293819.218750 Penalty: 4002.704346
	Iteration 2F: 3 clusters Score -293819.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -293923.812500 Penalty: 4002.704346
	Iteration 3Q: 3 clusters Score -293923.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294008.812500 Penalty: 4002.704346
	Iteration 4Q: 3 clusters Score -294008.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -294093.031250 Penalty: 4002.704346
	Iteration 5Q: 3 clusters Score -294093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -294179.781250 Penalty: 4002.704346
	Iteration 6Q: 3 clusters Score -294179.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -294265.625000 Penalty: 4002.704346
	Iteration 7Q: 3 clusters Score -294265.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -294343.093750 Penalty: 4002.704346
	Iteration 8Q: 3 clusters Score -294343.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -294404.218750 Penalty: 4002.704346
	Iteration 9Q: 3 clusters Score -294404.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -294466.125000 Penalty: 4002.704346
	Iteration 10Q: 3 clusters Score -294466.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -294523.656250 Penalty: 4002.704346
	Iteration 11Q: 3 clusters Score -294523.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -294586.375000 Penalty: 4002.704346
	Iteration 12Q: 3 clusters Score -294586.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -294632.843750 Penalty: 4002.704346
	Iteration 13Q: 3 clusters Score -294632.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -294676.812500 Penalty: 4002.704346
	Iteration 14Q: 3 clusters Score -294676.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -294717.625000 Penalty: 4002.704346
	Iteration 15Q: 3 clusters Score -294717.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -294742.250000 Penalty: 4002.704346
	Iteration 16Q: 3 clusters Score -294742.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -294762.937500 Penalty: 4002.704346
	Iteration 17Q: 3 clusters Score -294762.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -294778.625000 Penalty: 4002.704346
	Iteration 18Q: 3 clusters Score -294778.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -294797.937500 Penalty: 4002.704346
	Iteration 19Q: 3 clusters Score -294797.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -294816.875000 Penalty: 4002.704346
	Iteration 20F: 3 clusters Score -294816.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -294841.187500 Penalty: 4002.704346
	Iteration 21Q: 3 clusters Score -294841.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -294859.625000 Penalty: 4002.704346
	Iteration 22Q: 3 clusters Score -294859.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -294879.437500 Penalty: 4002.704346
	Iteration 23Q: 3 clusters Score -294879.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294897.937500 Penalty: 4002.704346
	Iteration 24Q: 3 clusters Score -294897.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -294918.093750 Penalty: 4002.704346
	Iteration 25Q: 3 clusters Score -294918.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -294943.343750 Penalty: 4002.704346
	Iteration 26Q: 3 clusters Score -294943.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -294962.000000 Penalty: 4002.704346
	Iteration 27Q: 3 clusters Score -294962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -294979.093750 Penalty: 4002.704346
	Iteration 28Q: 3 clusters Score -294979.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -294995.875000 Penalty: 4002.704346
	Iteration 29Q: 3 clusters Score -294995.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295005.250000 Penalty: 4002.704346
	Iteration 30Q: 3 clusters Score -295005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -295008.843750 Penalty: 4002.704346
	Iteration 31Q: 3 clusters Score -295008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -295014.250000 Penalty: 4002.704346
	Iteration 32Q: 3 clusters Score -295014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -295020.187500 Penalty: 4002.704346
	Iteration 33Q: 3 clusters Score -295020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -295025.718750 Penalty: 4002.704346
	Iteration 34Q: 3 clusters Score -295025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -295030.156250 Penalty: 4002.704346
	Iteration 35Q: 3 clusters Score -295030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -295030.500000 Penalty: 4002.704346
	Iteration 36Q: 3 clusters Score -295030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -295031.187500 Penalty: 4002.704346
	Iteration 37Q: 3 clusters Score -295031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -295031.187500 Penalty: 4002.704346
	Iteration 38F: 3 clusters Score -295031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -27767.597656 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -27767.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26434.076172 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -26434.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26651.025391 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -26651.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26771.535156 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -26771.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26858.714844 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -26858.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26965.388672 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -26965.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27068.154297 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -27068.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27231.285156 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -27231.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27358.470703 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -27358.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27451.906250 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -27451.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27508.341797 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -27508.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27532.152344 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -27532.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27550.212891 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -27550.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27550.212891 Penalty: 2926.349121
	Iteration 12F: 3 clusters Score -27550.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11967 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89331 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 43172 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 210465 members 
Mstep: Class 13 contains 23304 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56371 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 34908 members 
Mstep: Class 29 contains 25416 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14111 members 
Mstep: Class 32 contains 6395 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9352 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 9256 members 
Mstep: Class 42 contains 32249 members 
Mstep: Class 43 contains 1859 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5914 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6022 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3879 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35911 members 
Mstep: Class 53 contains 3370 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6394 members 
Mstep: Class 56 contains 2968 members 
Mstep: Class 57 contains 7146 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20486 members 
Mstep: Class 60 contains 3197 members 
Mstep: Class 61 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96215248.000000 Penalty: 212363.390625
Iteration 159Q: 63 clusters Score -9.621525e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89329 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 43172 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 210733 members 
Mstep: Class 13 contains 23319 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56518 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9455 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7873 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43069 members 
Mstep: Class 27 contains 5430 members 
Mstep: Class 28 contains 34951 members 
Mstep: Class 29 contains 25441 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14121 members 
Mstep: Class 32 contains 6400 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9350 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4281 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9303 members 
Mstep: Class 42 contains 32338 members 
Mstep: Class 43 contains 1859 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5931 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6034 members 
Mstep: Class 49 contains 4085 members 
Mstep: Class 50 contains 3880 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35959 members 
Mstep: Class 53 contains 3373 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6393 members 
Mstep: Class 56 contains 2976 members 
Mstep: Class 57 contains 7143 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20488 members 
Mstep: Class 60 contains 3224 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96215664.000000 Penalty: 212363.390625
Iteration 160F: 63 clusters Score -9.621566e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 89326 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 43167 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 210677 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56562 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7838 members 
Mstep: Class 24 contains 15022 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 43071 members 
Mstep: Class 27 contains 5345 members 
Mstep: Class 28 contains 34965 members 
Mstep: Class 29 contains 25443 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14127 members 
Mstep: Class 32 contains 6394 members 
Mstep: Class 33 contains 76200 members 
Mstep: Class 34 contains 9349 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 9240 members 
Mstep: Class 42 contains 32394 members 
Mstep: Class 43 contains 1858 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5919 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6026 members 
Mstep: Class 49 contains 4081 members 
Mstep: Class 50 contains 3874 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 35948 members 
Mstep: Class 53 contains 3374 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 6396 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7140 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3240 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96215880.000000 Penalty: 212363.390625
Iteration 161Q: 63 clusters Score -9.621588e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89326 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 43164 members 
Mstep: Class 11 contains 2445 members 
Mstep: Class 12 contains 210659 members 
Mstep: Class 13 contains 23298 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56610 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 9300 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7798 members 
Mstep: Class 24 contains 15021 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 43075 members 
Mstep: Class 27 contains 5292 members 
Mstep: Class 28 contains 34969 members 
Mstep: Class 29 contains 25443 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14133 members 
Mstep: Class 32 contains 6379 members 
Mstep: Class 33 contains 76205 members 
Mstep: Class 34 contains 9344 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2519 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3917 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32452 members 
Mstep: Class 43 contains 1855 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 5900 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6014 members 
Mstep: Class 49 contains 4075 members 
Mstep: Class 50 contains 3870 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35932 members 
Mstep: Class 53 contains 3374 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6395 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3239 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216040.000000 Penalty: 212363.390625
Iteration 162Q: 63 clusters Score -9.621604e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89326 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 43160 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 210669 members 
Mstep: Class 13 contains 23293 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56635 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7763 members 
Mstep: Class 24 contains 15020 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5243 members 
Mstep: Class 28 contains 34957 members 
Mstep: Class 29 contains 25445 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14136 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 76205 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2520 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32503 members 
Mstep: Class 43 contains 1854 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4474 members 
Mstep: Class 46 contains 5895 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6010 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3868 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35920 members 
Mstep: Class 53 contains 3374 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6399 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7138 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3243 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96215960.000000 Penalty: 212363.390625
Iteration 163Q: 63 clusters Score -9.621596e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 89325 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 43155 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 210678 members 
Mstep: Class 13 contains 23290 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56654 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 9204 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7760 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5206 members 
Mstep: Class 28 contains 34951 members 
Mstep: Class 29 contains 25451 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14137 members 
Mstep: Class 32 contains 6365 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2521 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32542 members 
Mstep: Class 43 contains 1853 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5879 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6009 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3867 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35915 members 
Mstep: Class 53 contains 3374 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 6402 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3238 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216112.000000 Penalty: 212363.390625
Iteration 164Q: 63 clusters Score -9.621611e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 43150 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 210675 members 
Mstep: Class 13 contains 23292 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56661 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4322 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7738 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5182 members 
Mstep: Class 28 contains 34947 members 
Mstep: Class 29 contains 25458 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 14138 members 
Mstep: Class 32 contains 6364 members 
Mstep: Class 33 contains 76200 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32567 members 
Mstep: Class 43 contains 1853 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5874 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6010 members 
Mstep: Class 49 contains 4081 members 
Mstep: Class 50 contains 3866 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 35910 members 
Mstep: Class 53 contains 3374 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 6404 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20489 members 
Mstep: Class 60 contains 3241 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216344.000000 Penalty: 212363.390625
Iteration 165Q: 63 clusters Score -9.621634e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 43146 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210685 members 
Mstep: Class 13 contains 23287 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56674 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7734 members 
Mstep: Class 24 contains 15016 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43068 members 
Mstep: Class 27 contains 5160 members 
Mstep: Class 28 contains 34953 members 
Mstep: Class 29 contains 25465 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 14142 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 9216 members 
Mstep: Class 42 contains 32597 members 
Mstep: Class 43 contains 1853 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5876 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6008 members 
Mstep: Class 49 contains 4085 members 
Mstep: Class 50 contains 3865 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 35905 members 
Mstep: Class 53 contains 3376 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 6408 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20488 members 
Mstep: Class 60 contains 3243 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216248.000000 Penalty: 212363.390625
Iteration 166Q: 63 clusters Score -9.621625e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 43140 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210696 members 
Mstep: Class 13 contains 23280 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56681 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 9086 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7718 members 
Mstep: Class 24 contains 15016 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 43070 members 
Mstep: Class 27 contains 5146 members 
Mstep: Class 28 contains 34952 members 
Mstep: Class 29 contains 25467 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 14143 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 9211 members 
Mstep: Class 42 contains 32618 members 
Mstep: Class 43 contains 1853 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5876 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6002 members 
Mstep: Class 49 contains 4086 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8925 members 
Mstep: Class 52 contains 35905 members 
Mstep: Class 53 contains 3379 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6406 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20488 members 
Mstep: Class 60 contains 3257 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216376.000000 Penalty: 212363.390625
Iteration 167Q: 63 clusters Score -9.621638e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 43129 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210709 members 
Mstep: Class 13 contains 23276 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56684 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7715 members 
Mstep: Class 24 contains 15013 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 43073 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 34948 members 
Mstep: Class 29 contains 25471 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14145 members 
Mstep: Class 32 contains 6355 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 9217 members 
Mstep: Class 42 contains 32642 members 
Mstep: Class 43 contains 1853 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6002 members 
Mstep: Class 49 contains 4081 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35903 members 
Mstep: Class 53 contains 3381 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6407 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20489 members 
Mstep: Class 60 contains 3259 members 
Mstep: Class 61 contains 365 members 
Mstep: Class 62 contains 54213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216640.000000 Penalty: 212363.390625
Iteration 168Q: 63 clusters Score -9.621664e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 43128 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210718 members 
Mstep: Class 13 contains 23275 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56698 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 8990 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7699 members 
Mstep: Class 24 contains 15011 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 43070 members 
Mstep: Class 27 contains 5123 members 
Mstep: Class 28 contains 34943 members 
Mstep: Class 29 contains 25477 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14147 members 
Mstep: Class 32 contains 6352 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 9209 members 
Mstep: Class 42 contains 32646 members 
Mstep: Class 43 contains 1851 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5861 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6000 members 
Mstep: Class 49 contains 4081 members 
Mstep: Class 50 contains 3863 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35906 members 
Mstep: Class 53 contains 3384 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6409 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7139 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3263 members 
Mstep: Class 61 contains 366 members 
Mstep: Class 62 contains 54163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216776.000000 Penalty: 212363.390625
Iteration 169Q: 63 clusters Score -9.621678e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7799 members 
Mstep: Class 10 contains 43119 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210735 members 
Mstep: Class 13 contains 23272 members 
Mstep: Class 14 contains 2924 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56710 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 8951 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7688 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 43075 members 
Mstep: Class 27 contains 5115 members 
Mstep: Class 28 contains 34950 members 
Mstep: Class 29 contains 25479 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14149 members 
Mstep: Class 32 contains 6353 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9326 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3915 members 
Mstep: Class 41 contains 9201 members 
Mstep: Class 42 contains 32659 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5854 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5998 members 
Mstep: Class 49 contains 4083 members 
Mstep: Class 50 contains 3862 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35903 members 
Mstep: Class 53 contains 3389 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6410 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7138 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3270 members 
Mstep: Class 61 contains 368 members 
Mstep: Class 62 contains 54096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216992.000000 Penalty: 212363.390625
Iteration 170Q: 63 clusters Score -9.621699e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 43113 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210746 members 
Mstep: Class 13 contains 23271 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56716 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7687 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 43076 members 
Mstep: Class 27 contains 5113 members 
Mstep: Class 28 contains 34951 members 
Mstep: Class 29 contains 25485 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14153 members 
Mstep: Class 32 contains 6346 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9323 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 9200 members 
Mstep: Class 42 contains 32670 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5847 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5998 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35891 members 
Mstep: Class 53 contains 3393 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6409 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7138 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3279 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 54026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216904.000000 Penalty: 212363.390625
Iteration 171Q: 63 clusters Score -9.62169e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 10 contains 43108 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210753 members 
Mstep: Class 13 contains 23268 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56726 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 7683 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 43075 members 
Mstep: Class 27 contains 5108 members 
Mstep: Class 28 contains 34955 members 
Mstep: Class 29 contains 25490 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14156 members 
Mstep: Class 32 contains 6338 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9324 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 9203 members 
Mstep: Class 42 contains 32687 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5847 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5997 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35881 members 
Mstep: Class 53 contains 3395 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6408 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7137 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3292 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216992.000000 Penalty: 212363.390625
Iteration 172Q: 63 clusters Score -9.621699e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11939 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 43104 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210762 members 
Mstep: Class 13 contains 23265 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56727 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 8843 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 43074 members 
Mstep: Class 27 contains 5102 members 
Mstep: Class 28 contains 34957 members 
Mstep: Class 29 contains 25497 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 14156 members 
Mstep: Class 32 contains 6331 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9322 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3912 members 
Mstep: Class 41 contains 9202 members 
Mstep: Class 42 contains 32702 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5845 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6000 members 
Mstep: Class 49 contains 4077 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35872 members 
Mstep: Class 53 contains 3398 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6407 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7137 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20489 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217096.000000 Penalty: 212363.390625
Iteration 173Q: 63 clusters Score -9.62171e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 10 contains 43102 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210761 members 
Mstep: Class 13 contains 23264 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 56730 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 8786 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 7684 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5095 members 
Mstep: Class 28 contains 34955 members 
Mstep: Class 29 contains 25499 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14159 members 
Mstep: Class 32 contains 6321 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9318 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3913 members 
Mstep: Class 41 contains 9212 members 
Mstep: Class 42 contains 32713 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2382 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5844 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6002 members 
Mstep: Class 49 contains 4075 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35866 members 
Mstep: Class 53 contains 3401 members 
Mstep: Class 54 contains 2360 members 
Mstep: Class 55 contains 6406 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7136 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216952.000000 Penalty: 212363.390625
Iteration 174Q: 63 clusters Score -9.621695e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210774 members 
Mstep: Class 13 contains 23261 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56736 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8727 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 7671 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 43071 members 
Mstep: Class 27 contains 5093 members 
Mstep: Class 28 contains 34952 members 
Mstep: Class 29 contains 25498 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14165 members 
Mstep: Class 32 contains 6309 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4281 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 9215 members 
Mstep: Class 42 contains 32723 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2382 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5842 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 6000 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35865 members 
Mstep: Class 53 contains 3402 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6409 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7136 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20490 members 
Mstep: Class 60 contains 3314 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216904.000000 Penalty: 212363.390625
Iteration 175Q: 63 clusters Score -9.62169e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7807 members 
Mstep: Class 10 contains 43100 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210784 members 
Mstep: Class 13 contains 23262 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56738 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43071 members 
Mstep: Class 27 contains 5090 members 
Mstep: Class 28 contains 34954 members 
Mstep: Class 29 contains 25503 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14168 members 
Mstep: Class 32 contains 6300 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9316 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3918 members 
Mstep: Class 41 contains 9219 members 
Mstep: Class 42 contains 32729 members 
Mstep: Class 43 contains 1850 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5844 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5996 members 
Mstep: Class 49 contains 4064 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35863 members 
Mstep: Class 53 contains 3403 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6409 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7136 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20490 members 
Mstep: Class 60 contains 3319 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217032.000000 Penalty: 212363.390625
Iteration 176Q: 63 clusters Score -9.621703e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6099 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 43099 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210794 members 
Mstep: Class 13 contains 23263 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56747 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7960 members 
Mstep: Class 23 contains 7652 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43073 members 
Mstep: Class 27 contains 5089 members 
Mstep: Class 28 contains 34958 members 
Mstep: Class 29 contains 25506 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14172 members 
Mstep: Class 32 contains 6291 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9316 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3917 members 
Mstep: Class 41 contains 9217 members 
Mstep: Class 42 contains 32736 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5842 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5995 members 
Mstep: Class 49 contains 4059 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8927 members 
Mstep: Class 52 contains 35858 members 
Mstep: Class 53 contains 3405 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6409 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7134 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20490 members 
Mstep: Class 60 contains 3320 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217176.000000 Penalty: 212363.390625
Iteration 177Q: 63 clusters Score -9.621718e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6159 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 43098 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210817 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56748 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5089 members 
Mstep: Class 28 contains 34951 members 
Mstep: Class 29 contains 25510 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14174 members 
Mstep: Class 32 contains 6284 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3921 members 
Mstep: Class 41 contains 9216 members 
Mstep: Class 42 contains 32745 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5995 members 
Mstep: Class 49 contains 4054 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8927 members 
Mstep: Class 52 contains 35853 members 
Mstep: Class 53 contains 3406 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6409 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7133 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20490 members 
Mstep: Class 60 contains 3325 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217136.000000 Penalty: 212363.390625
Iteration 178Q: 63 clusters Score -9.621714e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6205 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7823 members 
Mstep: Class 10 contains 43096 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210849 members 
Mstep: Class 13 contains 23257 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56752 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7629 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 43073 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 34946 members 
Mstep: Class 29 contains 25513 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14176 members 
Mstep: Class 32 contains 6278 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9314 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3922 members 
Mstep: Class 41 contains 9216 members 
Mstep: Class 42 contains 32757 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5828 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5996 members 
Mstep: Class 49 contains 4052 members 
Mstep: Class 50 contains 3859 members 
Mstep: Class 51 contains 8927 members 
Mstep: Class 52 contains 35855 members 
Mstep: Class 53 contains 3408 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6412 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7132 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20490 members 
Mstep: Class 60 contains 3323 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217088.000000 Penalty: 212363.390625
Iteration 179Q: 63 clusters Score -9.621709e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 43094 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210865 members 
Mstep: Class 13 contains 23253 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56749 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 43073 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 34942 members 
Mstep: Class 29 contains 25519 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14176 members 
Mstep: Class 32 contains 6266 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9313 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2525 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3923 members 
Mstep: Class 41 contains 9219 members 
Mstep: Class 42 contains 32765 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5829 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5993 members 
Mstep: Class 49 contains 4051 members 
Mstep: Class 50 contains 3858 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35851 members 
Mstep: Class 53 contains 3410 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6416 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7131 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20489 members 
Mstep: Class 60 contains 3320 members 
Mstep: Class 61 contains 369 members 
Mstep: Class 62 contains 53831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217136.000000 Penalty: 212363.390625
Iteration 180F: 63 clusters Score -9.621714e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89325 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 43090 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 210879 members 
Mstep: Class 13 contains 23252 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56740 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8442 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 43073 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 34942 members 
Mstep: Class 29 contains 25520 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14178 members 
Mstep: Class 32 contains 6259 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9312 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 9215 members 
Mstep: Class 42 contains 32769 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5826 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5992 members 
Mstep: Class 49 contains 4047 members 
Mstep: Class 50 contains 3859 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35847 members 
Mstep: Class 53 contains 3411 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6418 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7130 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20489 members 
Mstep: Class 60 contains 3322 members 
Mstep: Class 61 contains 370 members 
Mstep: Class 62 contains 53838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217280.000000 Penalty: 212363.390625
Iteration 181Q: 63 clusters Score -9.621728e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6325 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11902 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89324 members 
Mstep: Class 9 contains 7838 members 
Mstep: Class 10 contains 43089 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 210894 members 
Mstep: Class 13 contains 23251 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8712 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56730 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8407 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43073 members 
Mstep: Class 27 contains 5085 members 
Mstep: Class 28 contains 34939 members 
Mstep: Class 29 contains 25519 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14181 members 
Mstep: Class 32 contains 6255 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3925 members 
Mstep: Class 41 contains 9212 members 
Mstep: Class 42 contains 32776 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5825 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5990 members 
Mstep: Class 49 contains 4048 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35846 members 
Mstep: Class 53 contains 3412 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6419 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7128 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20490 members 
Mstep: Class 60 contains 3324 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 53842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217344.000000 Penalty: 212363.390625
Iteration 182Q: 63 clusters Score -9.621734e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11901 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 43088 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 210901 members 
Mstep: Class 13 contains 23247 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56720 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 43072 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 34935 members 
Mstep: Class 29 contains 25521 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14181 members 
Mstep: Class 32 contains 6248 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3926 members 
Mstep: Class 41 contains 9211 members 
Mstep: Class 42 contains 32784 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5825 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5989 members 
Mstep: Class 49 contains 4047 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35844 members 
Mstep: Class 53 contains 3412 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6420 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7127 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3321 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 53851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217248.000000 Penalty: 212363.390625
Iteration 183Q: 63 clusters Score -9.621725e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 43086 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 210909 members 
Mstep: Class 13 contains 23244 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56714 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 43070 members 
Mstep: Class 27 contains 5081 members 
Mstep: Class 28 contains 34934 members 
Mstep: Class 29 contains 25519 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14183 members 
Mstep: Class 32 contains 6240 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3926 members 
Mstep: Class 41 contains 9214 members 
Mstep: Class 42 contains 32797 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5825 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5990 members 
Mstep: Class 49 contains 4047 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35843 members 
Mstep: Class 53 contains 3412 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6423 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7126 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3316 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 53864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217272.000000 Penalty: 212363.390625
Iteration 184Q: 63 clusters Score -9.621727e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 43084 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 210914 members 
Mstep: Class 13 contains 23240 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56711 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 43069 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 34931 members 
Mstep: Class 29 contains 25521 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14182 members 
Mstep: Class 32 contains 6230 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3928 members 
Mstep: Class 41 contains 9214 members 
Mstep: Class 42 contains 32807 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4470 members 
Mstep: Class 46 contains 5824 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5989 members 
Mstep: Class 49 contains 4047 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35841 members 
Mstep: Class 53 contains 3412 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6427 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7125 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 53885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217240.000000 Penalty: 212363.390625
Iteration 185Q: 63 clusters Score -9.621724e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 7853 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7870 members 
Mstep: Class 10 contains 43083 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 210915 members 
Mstep: Class 13 contains 23240 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56719 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8243 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 3775 members 
Mstep: Class 26 contains 43067 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 34932 members 
Mstep: Class 29 contains 25522 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14184 members 
Mstep: Class 32 contains 6217 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3927 members 
Mstep: Class 41 contains 9215 members 
Mstep: Class 42 contains 32806 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5820 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5985 members 
Mstep: Class 49 contains 4049 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8926 members 
Mstep: Class 52 contains 35842 members 
Mstep: Class 53 contains 3413 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6427 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7124 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 53916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217256.000000 Penalty: 212363.390625
Iteration 186Q: 63 clusters Score -9.621726e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 7880 members 
Mstep: Class 10 contains 43081 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210910 members 
Mstep: Class 13 contains 23241 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56722 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 43067 members 
Mstep: Class 27 contains 5078 members 
Mstep: Class 28 contains 34931 members 
Mstep: Class 29 contains 25522 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14188 members 
Mstep: Class 32 contains 6204 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3931 members 
Mstep: Class 41 contains 9212 members 
Mstep: Class 42 contains 32815 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5814 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5977 members 
Mstep: Class 49 contains 4048 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35841 members 
Mstep: Class 53 contains 3415 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6428 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7124 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 53962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217248.000000 Penalty: 212363.390625
Iteration 187Q: 63 clusters Score -9.621725e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 43081 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210893 members 
Mstep: Class 13 contains 23244 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 8709 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56720 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 15007 members 
Mstep: Class 25 contains 3775 members 
Mstep: Class 26 contains 43065 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 34928 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 14188 members 
Mstep: Class 32 contains 6186 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3933 members 
Mstep: Class 41 contains 9208 members 
Mstep: Class 42 contains 32825 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5813 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5974 members 
Mstep: Class 49 contains 4049 members 
Mstep: Class 50 contains 3859 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35842 members 
Mstep: Class 53 contains 3417 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6428 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7124 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217384.000000 Penalty: 212363.390625
Iteration 188Q: 63 clusters Score -9.621738e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89322 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 43081 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210882 members 
Mstep: Class 13 contains 23242 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 56716 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8115 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 15005 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 43065 members 
Mstep: Class 27 contains 5076 members 
Mstep: Class 28 contains 34927 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14193 members 
Mstep: Class 32 contains 6168 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3933 members 
Mstep: Class 41 contains 9208 members 
Mstep: Class 42 contains 32833 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4470 members 
Mstep: Class 46 contains 5802 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5972 members 
Mstep: Class 49 contains 4049 members 
Mstep: Class 50 contains 3860 members 
Mstep: Class 51 contains 8929 members 
Mstep: Class 52 contains 35841 members 
Mstep: Class 53 contains 3418 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6430 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7124 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20491 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217416.000000 Penalty: 212363.390625
Iteration 189Q: 63 clusters Score -9.621742e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6520 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7918 members 
Mstep: Class 10 contains 43081 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210877 members 
Mstep: Class 13 contains 23238 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56712 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8085 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7588 members 
Mstep: Class 24 contains 15005 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 43064 members 
Mstep: Class 27 contains 5074 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 25524 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 14197 members 
Mstep: Class 32 contains 6150 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3937 members 
Mstep: Class 41 contains 9208 members 
Mstep: Class 42 contains 32839 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5791 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5970 members 
Mstep: Class 49 contains 4049 members 
Mstep: Class 50 contains 3861 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35837 members 
Mstep: Class 53 contains 3420 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6430 members 
Mstep: Class 56 contains 2988 members 
Mstep: Class 57 contains 7124 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20493 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217456.000000 Penalty: 212363.390625
Iteration 190Q: 63 clusters Score -9.621746e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6534 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 43081 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210870 members 
Mstep: Class 13 contains 23233 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56714 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 15005 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 43061 members 
Mstep: Class 27 contains 5074 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 14198 members 
Mstep: Class 32 contains 6128 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3935 members 
Mstep: Class 41 contains 9215 members 
Mstep: Class 42 contains 32844 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5785 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5970 members 
Mstep: Class 49 contains 4048 members 
Mstep: Class 50 contains 3862 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35832 members 
Mstep: Class 53 contains 3422 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6432 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7123 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20493 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217400.000000 Penalty: 212363.390625
Iteration 191Q: 63 clusters Score -9.62174e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 10 contains 43078 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210865 members 
Mstep: Class 13 contains 23232 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56708 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 15005 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 43058 members 
Mstep: Class 27 contains 5076 members 
Mstep: Class 28 contains 34921 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 14199 members 
Mstep: Class 32 contains 6109 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4284 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3936 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32851 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5780 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4046 members 
Mstep: Class 50 contains 3862 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35827 members 
Mstep: Class 53 contains 3423 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6435 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217432.000000 Penalty: 212363.390625
Iteration 192Q: 63 clusters Score -9.621743e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 43077 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210858 members 
Mstep: Class 13 contains 23231 members 
Mstep: Class 14 contains 2914 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7962 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 15005 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 43057 members 
Mstep: Class 27 contains 5075 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25524 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14201 members 
Mstep: Class 32 contains 6103 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3939 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32849 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5777 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 4045 members 
Mstep: Class 50 contains 3863 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35828 members 
Mstep: Class 53 contains 3423 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6435 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3299 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217536.000000 Penalty: 212363.390625
Iteration 193Q: 63 clusters Score -9.621754e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 43076 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210854 members 
Mstep: Class 13 contains 23227 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 8014 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7963 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 15004 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 25526 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14207 members 
Mstep: Class 32 contains 6083 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3939 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32854 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5776 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5968 members 
Mstep: Class 49 contains 4048 members 
Mstep: Class 50 contains 3863 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35829 members 
Mstep: Class 53 contains 3424 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6438 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217496.000000 Penalty: 212363.390625
Iteration 194Q: 63 clusters Score -9.62175e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7963 members 
Mstep: Class 10 contains 43075 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 210849 members 
Mstep: Class 13 contains 23227 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56701 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 7991 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 15003 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 43054 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14209 members 
Mstep: Class 32 contains 6064 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 9220 members 
Mstep: Class 42 contains 32863 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5775 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5968 members 
Mstep: Class 49 contains 4048 members 
Mstep: Class 50 contains 3863 members 
Mstep: Class 51 contains 8928 members 
Mstep: Class 52 contains 35829 members 
Mstep: Class 53 contains 3425 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217544.000000 Penalty: 212363.390625
Iteration 195Q: 63 clusters Score -9.621754e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6608 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 43075 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 210844 members 
Mstep: Class 13 contains 23226 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 15002 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 43053 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25525 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14214 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32871 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4473 members 
Mstep: Class 46 contains 5775 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4050 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8927 members 
Mstep: Class 52 contains 35828 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217568.000000 Penalty: 212363.390625
Iteration 196Q: 63 clusters Score -9.621757e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6622 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 43075 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210849 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 7948 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 15001 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 25527 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 6035 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32872 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5775 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4052 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8924 members 
Mstep: Class 52 contains 35827 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6440 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3304 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217448.000000 Penalty: 212363.390625
Iteration 197Q: 63 clusters Score -9.621745e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 43075 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210849 members 
Mstep: Class 13 contains 23223 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56699 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7926 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 15000 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14224 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9225 members 
Mstep: Class 42 contains 32882 members 
Mstep: Class 43 contains 1848 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5772 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4055 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8923 members 
Mstep: Class 52 contains 35825 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217376.000000 Penalty: 212363.390625
Iteration 198Q: 63 clusters Score -9.621738e+07 nChanged 115
Entering ConstructFrom: 
Score: -96217376.000000 Penalty: 212363.390625
Entering ConstructFrom: 
Trying to split cluster 1 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -598424.062500 Penalty: 2172.319824
	Iteration 0F: 2 clusters Score -598424.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -593061.187500 Penalty: 4344.639648
	Iteration 0F: 3 clusters Score -593061.2 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -594579.500000 Penalty: 4344.639648
	Iteration 1F: 3 clusters Score -594579.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -594930.437500 Penalty: 4344.639648
	Iteration 2F: 3 clusters Score -594930.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -595286.437500 Penalty: 4344.639648
	Iteration 3F: 3 clusters Score -595286.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -595582.375000 Penalty: 4344.639648
	Iteration 4F: 3 clusters Score -595582.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -595807.937500 Penalty: 4344.639648
	Iteration 5F: 3 clusters Score -595807.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -595967.437500 Penalty: 4344.639648
	Iteration 6Q: 3 clusters Score -595967.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -596082.250000 Penalty: 4344.639648
	Iteration 7Q: 3 clusters Score -596082.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -596183.375000 Penalty: 4344.639648
	Iteration 8Q: 3 clusters Score -596183.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -596271.125000 Penalty: 4344.639648
	Iteration 9Q: 3 clusters Score -596271.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -596335.125000 Penalty: 4344.639648
	Iteration 10Q: 3 clusters Score -596335.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -596385.875000 Penalty: 4344.639648
	Iteration 11Q: 3 clusters Score -596385.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -596430.000000 Penalty: 4344.639648
	Iteration 12Q: 3 clusters Score -596430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -596469.312500 Penalty: 4344.639648
	Iteration 13Q: 3 clusters Score -596469.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -596499.625000 Penalty: 4344.639648
	Iteration 14Q: 3 clusters Score -596499.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -596520.687500 Penalty: 4344.639648
	Iteration 15Q: 3 clusters Score -596520.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -596538.687500 Penalty: 4344.639648
	Iteration 16Q: 3 clusters Score -596538.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -596551.125000 Penalty: 4344.639648
	Iteration 17Q: 3 clusters Score -596551.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -596558.187500 Penalty: 4344.639648
	Iteration 18Q: 3 clusters Score -596558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -596563.937500 Penalty: 4344.639648
	Iteration 19Q: 3 clusters Score -596563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -596565.812500 Penalty: 4344.639648
	Iteration 20F: 3 clusters Score -596565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -596567.875000 Penalty: 4344.639648
	Iteration 21Q: 3 clusters Score -596567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -596568.312500 Penalty: 4344.639648
	Iteration 22Q: 3 clusters Score -596568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -596567.937500 Penalty: 4344.639648
	Iteration 23Q: 3 clusters Score -596567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -596569.312500 Penalty: 4344.639648
	Iteration 24Q: 3 clusters Score -596569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -596569.312500 Penalty: 4344.639648
	Iteration 25F: 3 clusters Score -596569.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -645450.000000 Penalty: 2182.577637
	Iteration 0F: 2 clusters Score -645450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -639881.000000 Penalty: 4365.155273
	Iteration 0F: 3 clusters Score -639881 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -641365.875000 Penalty: 4365.155273
	Iteration 1F: 3 clusters Score -641365.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -641614.562500 Penalty: 4365.155273
	Iteration 2F: 3 clusters Score -641614.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -641791.187500 Penalty: 4365.155273
	Iteration 3Q: 3 clusters Score -641791.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -641919.375000 Penalty: 4365.155273
	Iteration 4Q: 3 clusters Score -641919.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -642015.437500 Penalty: 4365.155273
	Iteration 5Q: 3 clusters Score -642015.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -642094.375000 Penalty: 4365.155273
	Iteration 6Q: 3 clusters Score -642094.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -642178.875000 Penalty: 4365.155273
	Iteration 7Q: 3 clusters Score -642178.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -642268.062500 Penalty: 4365.155273
	Iteration 8Q: 3 clusters Score -642268.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -642345.625000 Penalty: 4365.155273
	Iteration 9Q: 3 clusters Score -642345.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -642400.937500 Penalty: 4365.155273
	Iteration 10Q: 3 clusters Score -642400.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -642447.000000 Penalty: 4365.155273
	Iteration 11Q: 3 clusters Score -642447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -642481.625000 Penalty: 4365.155273
	Iteration 12Q: 3 clusters Score -642481.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -642509.125000 Penalty: 4365.155273
	Iteration 13Q: 3 clusters Score -642509.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -642540.812500 Penalty: 4365.155273
	Iteration 14Q: 3 clusters Score -642540.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -642566.312500 Penalty: 4365.155273
	Iteration 15Q: 3 clusters Score -642566.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -642603.500000 Penalty: 4365.155273
	Iteration 16Q: 3 clusters Score -642603.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -642643.125000 Penalty: 4365.155273
	Iteration 17Q: 3 clusters Score -642643.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -642686.312500 Penalty: 4365.155273
	Iteration 18Q: 3 clusters Score -642686.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -642732.250000 Penalty: 4365.155273
	Iteration 19Q: 3 clusters Score -642732.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -642777.562500 Penalty: 4365.155273
	Iteration 20F: 3 clusters Score -642777.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -642832.250000 Penalty: 4365.155273
	Iteration 21Q: 3 clusters Score -642832.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -642884.062500 Penalty: 4365.155273
	Iteration 22Q: 3 clusters Score -642884.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -642942.687500 Penalty: 4365.155273
	Iteration 23Q: 3 clusters Score -642942.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -643002.750000 Penalty: 4365.155273
	Iteration 24Q: 3 clusters Score -643002.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -643056.062500 Penalty: 4365.155273
	Iteration 25Q: 3 clusters Score -643056.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -643112.250000 Penalty: 4365.155273
	Iteration 26Q: 3 clusters Score -643112.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -643152.250000 Penalty: 4365.155273
	Iteration 27Q: 3 clusters Score -643152.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -643190.187500 Penalty: 4365.155273
	Iteration 28Q: 3 clusters Score -643190.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -643237.875000 Penalty: 4365.155273
	Iteration 29Q: 3 clusters Score -643237.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -643265.250000 Penalty: 4365.155273
	Iteration 30Q: 3 clusters Score -643265.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -643300.500000 Penalty: 4365.155273
	Iteration 31Q: 3 clusters Score -643300.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -643333.875000 Penalty: 4365.155273
	Iteration 32Q: 3 clusters Score -643333.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -643361.812500 Penalty: 4365.155273
	Iteration 33Q: 3 clusters Score -643361.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -643399.937500 Penalty: 4365.155273
	Iteration 34Q: 3 clusters Score -643399.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -643445.750000 Penalty: 4365.155273
	Iteration 35Q: 3 clusters Score -643445.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -643501.437500 Penalty: 4365.155273
	Iteration 36Q: 3 clusters Score -643501.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -643549.187500 Penalty: 4365.155273
	Iteration 37Q: 3 clusters Score -643549.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -643594.375000 Penalty: 4365.155273
	Iteration 38Q: 3 clusters Score -643594.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -643647.562500 Penalty: 4365.155273
	Iteration 39Q: 3 clusters Score -643647.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -643687.187500 Penalty: 4365.155273
	Iteration 40F: 3 clusters Score -643687.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -643714.875000 Penalty: 4365.155273
	Iteration 41Q: 3 clusters Score -643714.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -643738.437500 Penalty: 4365.155273
	Iteration 42Q: 3 clusters Score -643738.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -643756.875000 Penalty: 4365.155273
	Iteration 43Q: 3 clusters Score -643756.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -643769.062500 Penalty: 4365.155273
	Iteration 44Q: 3 clusters Score -643769.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -643779.687500 Penalty: 4365.155273
	Iteration 45Q: 3 clusters Score -643779.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -643788.250000 Penalty: 4365.155273
	Iteration 46Q: 3 clusters Score -643788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -643792.250000 Penalty: 4365.155273
	Iteration 47Q: 3 clusters Score -643792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -643794.812500 Penalty: 4365.155273
	Iteration 48Q: 3 clusters Score -643794.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -643798.375000 Penalty: 4365.155273
	Iteration 49Q: 3 clusters Score -643798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -643799.125000 Penalty: 4365.155273
	Iteration 50Q: 3 clusters Score -643799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -643800.687500 Penalty: 4365.155273
	Iteration 51Q: 3 clusters Score -643800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -643802.375000 Penalty: 4365.155273
	Iteration 52Q: 3 clusters Score -643802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -643806.437500 Penalty: 4365.155273
	Iteration 53Q: 3 clusters Score -643806.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -643810.937500 Penalty: 4365.155273
	Iteration 54Q: 3 clusters Score -643810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -643813.000000 Penalty: 4365.155273
	Iteration 55Q: 3 clusters Score -643813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -643815.937500 Penalty: 4365.155273
	Iteration 56Q: 3 clusters Score -643815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -643817.500000 Penalty: 4365.155273
	Iteration 57Q: 3 clusters Score -643817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -643818.750000 Penalty: 4365.155273
	Iteration 58Q: 3 clusters Score -643818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -643819.437500 Penalty: 4365.155273
	Iteration 59Q: 3 clusters Score -643819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -643822.812500 Penalty: 4365.155273
	Iteration 60F: 3 clusters Score -643822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -643825.062500 Penalty: 4365.155273
	Iteration 61Q: 3 clusters Score -643825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -643825.312500 Penalty: 4365.155273
	Iteration 62Q: 3 clusters Score -643825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -643825.312500 Penalty: 4365.155273
	Iteration 63F: 3 clusters Score -643825.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -41680.050781 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -41680.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40285.464844 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -40285.46 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40606.304688 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -40606.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40724.867188 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -40724.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40768.753906 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -40768.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40802.101562 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -40802.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40828.722656 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -40828.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40870.781250 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -40870.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40931.617188 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -40931.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41053.636719 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -41053.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41212.464844 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -41212.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41332.187500 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -41332.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41389.687500 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -41389.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41428.300781 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -41428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41476.136719 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -41476.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41521.324219 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -41521.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41614.097656 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -41614.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41721.496094 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -41721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41762.695312 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -41762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41784.859375 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -41784.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41817.417969 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -41817.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41842.289062 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -41842.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41860.656250 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -41860.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41911.691406 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -41911.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41983.339844 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -41983.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42103.144531 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -42103.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42211.406250 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -42211.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42251.480469 Penalty: 3104.752441
	Iteration 26Q: 3 clusters Score -42251.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42280.394531 Penalty: 3104.752441
	Iteration 27Q: 3 clusters Score -42280.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42310.449219 Penalty: 3104.752441
	Iteration 28Q: 3 clusters Score -42310.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42412.703125 Penalty: 3104.752441
	Iteration 29Q: 3 clusters Score -42412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42472.324219 Penalty: 3104.752441
	Iteration 30Q: 3 clusters Score -42472.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42474.378906 Penalty: 3104.752441
	Iteration 31Q: 3 clusters Score -42474.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42484.394531 Penalty: 3104.752441
	Iteration 32F: 3 clusters Score -42484.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42550.988281 Penalty: 3104.752441
	Iteration 33Q: 3 clusters Score -42550.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42550.988281 Penalty: 3104.752441
	Iteration 34F: 3 clusters Score -42550.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210851 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56700 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43054 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25527 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14227 members 
Mstep: Class 32 contains 6025 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32891 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5766 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 4058 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35825 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54227 members 
Mstep: Class 63 contains 256 members 
Entering Unmasked Estep 
Score: -96216456.000000 Penalty: 215788.609375
Splitting cluster 3 changes total score from -96217376.000000 to -96216456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Entering Unmasked Estep 
Score: -1229782.000000 Penalty: 2327.513184
	Iteration 0F: 2 clusters Score -1229782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1220938.000000 Penalty: 4655.026367
	Iteration 0F: 3 clusters Score -1220938 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1223508.625000 Penalty: 4655.026367
	Iteration 1F: 3 clusters Score -1223509 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1223790.625000 Penalty: 4655.026367
	Iteration 2F: 3 clusters Score -1223791 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1223970.375000 Penalty: 4655.026367
	Iteration 3Q: 3 clusters Score -1223970 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1224110.250000 Penalty: 4655.026367
	Iteration 4Q: 3 clusters Score -1224110 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1224226.500000 Penalty: 4655.026367
	Iteration 5Q: 3 clusters Score -1224226 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1224332.500000 Penalty: 4655.026367
	Iteration 6Q: 3 clusters Score -1224332 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1224443.500000 Penalty: 4655.026367
	Iteration 7Q: 3 clusters Score -1224444 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1224563.250000 Penalty: 4655.026367
	Iteration 8Q: 3 clusters Score -1224563 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1224685.750000 Penalty: 4655.026367
	Iteration 9Q: 3 clusters Score -1224686 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1224833.625000 Penalty: 4655.026367
	Iteration 10Q: 3 clusters Score -1224834 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1225010.125000 Penalty: 4655.026367
	Iteration 11Q: 3 clusters Score -1225010 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1225282.250000 Penalty: 4655.026367
	Iteration 12Q: 3 clusters Score -1225282 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1225662.125000 Penalty: 4655.026367
	Iteration 13Q: 3 clusters Score -1225662 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1226132.375000 Penalty: 4655.026367
	Iteration 14F: 3 clusters Score -1226132 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1226622.500000 Penalty: 4655.026367
	Iteration 15F: 3 clusters Score -1226622 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1227091.375000 Penalty: 4655.026367
	Iteration 16F: 3 clusters Score -1227091 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1227457.375000 Penalty: 4655.026367
	Iteration 17Q: 3 clusters Score -1227457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1227690.875000 Penalty: 4655.026367
	Iteration 18Q: 3 clusters Score -1227691 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1227827.250000 Penalty: 4655.026367
	Iteration 19Q: 3 clusters Score -1227827 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1227926.250000 Penalty: 4655.026367
	Iteration 20F: 3 clusters Score -1227926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1228009.250000 Penalty: 4655.026367
	Iteration 21Q: 3 clusters Score -1228009 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1228059.250000 Penalty: 4655.026367
	Iteration 22Q: 3 clusters Score -1228059 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1228112.500000 Penalty: 4655.026367
	Iteration 23Q: 3 clusters Score -1228112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1228160.750000 Penalty: 4655.026367
	Iteration 24Q: 3 clusters Score -1228161 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1228198.750000 Penalty: 4655.026367
	Iteration 25Q: 3 clusters Score -1228199 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1228225.500000 Penalty: 4655.026367
	Iteration 26Q: 3 clusters Score -1228226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1228255.250000 Penalty: 4655.026367
	Iteration 27Q: 3 clusters Score -1228255 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1228288.750000 Penalty: 4655.026367
	Iteration 28Q: 3 clusters Score -1228289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1228319.125000 Penalty: 4655.026367
	Iteration 29Q: 3 clusters Score -1228319 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1228354.500000 Penalty: 4655.026367
	Iteration 30Q: 3 clusters Score -1228354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1228403.625000 Penalty: 4655.026367
	Iteration 31Q: 3 clusters Score -1228404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1228451.500000 Penalty: 4655.026367
	Iteration 32Q: 3 clusters Score -1228452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1228490.125000 Penalty: 4655.026367
	Iteration 33Q: 3 clusters Score -1228490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1228530.750000 Penalty: 4655.026367
	Iteration 34Q: 3 clusters Score -1228531 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1228571.750000 Penalty: 4655.026367
	Iteration 35Q: 3 clusters Score -1228572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1228614.750000 Penalty: 4655.026367
	Iteration 36Q: 3 clusters Score -1228615 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1228656.625000 Penalty: 4655.026367
	Iteration 37Q: 3 clusters Score -1228657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1228696.000000 Penalty: 4655.026367
	Iteration 38Q: 3 clusters Score -1228696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1228721.750000 Penalty: 4655.026367
	Iteration 39Q: 3 clusters Score -1228722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1228750.125000 Penalty: 4655.026367
	Iteration 40F: 3 clusters Score -1228750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1228770.250000 Penalty: 4655.026367
	Iteration 41Q: 3 clusters Score -1228770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1228782.625000 Penalty: 4655.026367
	Iteration 42Q: 3 clusters Score -1228783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1228797.000000 Penalty: 4655.026367
	Iteration 43Q: 3 clusters Score -1228797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1228806.625000 Penalty: 4655.026367
	Iteration 44Q: 3 clusters Score -1228807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1228808.000000 Penalty: 4655.026367
	Iteration 45Q: 3 clusters Score -1228808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1228818.875000 Penalty: 4655.026367
	Iteration 46Q: 3 clusters Score -1228819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1228823.000000 Penalty: 4655.026367
	Iteration 47Q: 3 clusters Score -1228823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1228828.500000 Penalty: 4655.026367
	Iteration 48Q: 3 clusters Score -1228828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1228829.875000 Penalty: 4655.026367
	Iteration 49Q: 3 clusters Score -1228830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1228837.375000 Penalty: 4655.026367
	Iteration 50Q: 3 clusters Score -1228837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1228838.625000 Penalty: 4655.026367
	Iteration 51Q: 3 clusters Score -1228839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1228842.125000 Penalty: 4655.026367
	Iteration 52Q: 3 clusters Score -1228842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1228843.875000 Penalty: 4655.026367
	Iteration 53Q: 3 clusters Score -1228844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1228846.875000 Penalty: 4655.026367
	Iteration 54Q: 3 clusters Score -1228847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1228848.875000 Penalty: 4655.026367
	Iteration 55Q: 3 clusters Score -1228849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1228847.375000 Penalty: 4655.026367
	Iteration 56Q: 3 clusters Score -1228847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1228851.375000 Penalty: 4655.026367
	Iteration 57Q: 3 clusters Score -1228851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1228850.750000 Penalty: 4655.026367
	Iteration 58Q: 3 clusters Score -1228851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1228854.000000 Penalty: 4655.026367
	Iteration 59Q: 3 clusters Score -1228854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1228856.250000 Penalty: 4655.026367
	Iteration 60F: 3 clusters Score -1228856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1228856.000000 Penalty: 4655.026367
	Iteration 61Q: 3 clusters Score -1228856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1228857.500000 Penalty: 4655.026367
	Iteration 62Q: 3 clusters Score -1228858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1228859.375000 Penalty: 4655.026367
	Iteration 63Q: 3 clusters Score -1228859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1228861.000000 Penalty: 4655.026367
	Iteration 64Q: 3 clusters Score -1228861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1228863.875000 Penalty: 4655.026367
	Iteration 65Q: 3 clusters Score -1228864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1228865.875000 Penalty: 4655.026367
	Iteration 66Q: 3 clusters Score -1228866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1228864.250000 Penalty: 4655.026367
	Iteration 67Q: 3 clusters Score -1228864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1228866.250000 Penalty: 4655.026367
	Iteration 68Q: 3 clusters Score -1228866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1228868.125000 Penalty: 4655.026367
	Iteration 69Q: 3 clusters Score -1228868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1228868.500000 Penalty: 4655.026367
	Iteration 70Q: 3 clusters Score -1228868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1228871.250000 Penalty: 4655.026367
	Iteration 71Q: 3 clusters Score -1228871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1228873.000000 Penalty: 4655.026367
	Iteration 72Q: 3 clusters Score -1228873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1228874.375000 Penalty: 4655.026367
	Iteration 73Q: 3 clusters Score -1228874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1228877.500000 Penalty: 4655.026367
	Iteration 74Q: 3 clusters Score -1228878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1228879.250000 Penalty: 4655.026367
	Iteration 75Q: 3 clusters Score -1228879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1228878.000000 Penalty: 4655.026367
	Iteration 76Q: 3 clusters Score -1228878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1228878.875000 Penalty: 4655.026367
	Iteration 77Q: 3 clusters Score -1228879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1228878.125000 Penalty: 4655.026367
	Iteration 78Q: 3 clusters Score -1228878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1228883.500000 Penalty: 4655.026367
	Iteration 79Q: 3 clusters Score -1228884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1228880.625000 Penalty: 4655.026367
	Iteration 80F: 3 clusters Score -1228881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1228885.000000 Penalty: 4655.026367
	Iteration 81Q: 3 clusters Score -1228885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1228885.000000 Penalty: 4655.026367
	Iteration 82Q: 3 clusters Score -1228885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1228887.125000 Penalty: 4655.026367
	Iteration 83Q: 3 clusters Score -1228887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1228888.125000 Penalty: 4655.026367
	Iteration 84Q: 3 clusters Score -1228888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1228889.125000 Penalty: 4655.026367
	Iteration 85Q: 3 clusters Score -1228889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1228889.125000 Penalty: 4655.026367
	Iteration 86Q: 3 clusters Score -1228889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1228887.500000 Penalty: 4655.026367
	Iteration 87Q: 3 clusters Score -1228888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1228887.875000 Penalty: 4655.026367
	Iteration 88Q: 3 clusters Score -1228888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1228886.625000 Penalty: 4655.026367
	Iteration 89Q: 3 clusters Score -1228887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1228886.500000 Penalty: 4655.026367
	Iteration 90Q: 3 clusters Score -1228886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1228886.500000 Penalty: 4655.026367
	Iteration 91F: 3 clusters Score -1228886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -740641.437500 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -740641.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -734365.937500 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -734365.9 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -736274.687500 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -736274.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -736637.625000 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -736637.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -736955.312500 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -736955.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -737250.312500 Penalty: 4448.324707
	Iteration 4F: 3 clusters Score -737250.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -737548.125000 Penalty: 4448.324707
	Iteration 5Q: 3 clusters Score -737548.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -737839.937500 Penalty: 4448.324707
	Iteration 6F: 3 clusters Score -737839.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -738067.437500 Penalty: 4448.324707
	Iteration 7Q: 3 clusters Score -738067.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -738272.625000 Penalty: 4448.324707
	Iteration 8Q: 3 clusters Score -738272.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -738437.750000 Penalty: 4448.324707
	Iteration 9Q: 3 clusters Score -738437.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -738582.000000 Penalty: 4448.324707
	Iteration 10Q: 3 clusters Score -738582 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -738697.750000 Penalty: 4448.324707
	Iteration 11Q: 3 clusters Score -738697.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -738807.187500 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -738807.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -738896.562500 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -738896.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -738959.062500 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -738959.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -739012.625000 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -739012.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -739059.437500 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -739059.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -739104.687500 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -739104.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -739146.125000 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -739146.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -739188.062500 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -739188.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -739235.875000 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -739235.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -739278.062500 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -739278.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -739321.312500 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -739321.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -739378.000000 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -739378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -739435.250000 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -739435.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -739490.062500 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -739490.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -739542.062500 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -739542.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -739587.437500 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -739587.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -739625.125000 Penalty: 4448.324707
	Iteration 28Q: 3 clusters Score -739625.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -739666.125000 Penalty: 4448.324707
	Iteration 29Q: 3 clusters Score -739666.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -739694.250000 Penalty: 4448.324707
	Iteration 30Q: 3 clusters Score -739694.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -739710.875000 Penalty: 4448.324707
	Iteration 31Q: 3 clusters Score -739710.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -739728.375000 Penalty: 4448.324707
	Iteration 32Q: 3 clusters Score -739728.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -739741.937500 Penalty: 4448.324707
	Iteration 33Q: 3 clusters Score -739741.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -739758.750000 Penalty: 4448.324707
	Iteration 34Q: 3 clusters Score -739758.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -739766.750000 Penalty: 4448.324707
	Iteration 35Q: 3 clusters Score -739766.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -739774.937500 Penalty: 4448.324707
	Iteration 36Q: 3 clusters Score -739774.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -739782.937500 Penalty: 4448.324707
	Iteration 37Q: 3 clusters Score -739782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -739786.500000 Penalty: 4448.324707
	Iteration 38Q: 3 clusters Score -739786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -739786.562500 Penalty: 4448.324707
	Iteration 39Q: 3 clusters Score -739786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -739790.125000 Penalty: 4448.324707
	Iteration 40F: 3 clusters Score -739790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -739792.062500 Penalty: 4448.324707
	Iteration 41Q: 3 clusters Score -739792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -739793.500000 Penalty: 4448.324707
	Iteration 42Q: 3 clusters Score -739793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -739796.500000 Penalty: 4448.324707
	Iteration 43Q: 3 clusters Score -739796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -739797.000000 Penalty: 4448.324707
	Iteration 44Q: 3 clusters Score -739797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -739798.875000 Penalty: 4448.324707
	Iteration 45Q: 3 clusters Score -739798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -739800.500000 Penalty: 4448.324707
	Iteration 46Q: 3 clusters Score -739800.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -739804.000000 Penalty: 4448.324707
	Iteration 47Q: 3 clusters Score -739804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -739805.937500 Penalty: 4448.324707
	Iteration 48Q: 3 clusters Score -739805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -739808.750000 Penalty: 4448.324707
	Iteration 49Q: 3 clusters Score -739808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -739809.187500 Penalty: 4448.324707
	Iteration 50Q: 3 clusters Score -739809.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -739813.812500 Penalty: 4448.324707
	Iteration 51Q: 3 clusters Score -739813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -739818.000000 Penalty: 4448.324707
	Iteration 52Q: 3 clusters Score -739818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -739820.250000 Penalty: 4448.324707
	Iteration 53Q: 3 clusters Score -739820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -739822.187500 Penalty: 4448.324707
	Iteration 54Q: 3 clusters Score -739822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -739823.437500 Penalty: 4448.324707
	Iteration 55Q: 3 clusters Score -739823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -739823.937500 Penalty: 4448.324707
	Iteration 56Q: 3 clusters Score -739823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -739826.937500 Penalty: 4448.324707
	Iteration 57Q: 3 clusters Score -739826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -739828.375000 Penalty: 4448.324707
	Iteration 58Q: 3 clusters Score -739828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -739828.062500 Penalty: 4448.324707
	Iteration 59Q: 3 clusters Score -739828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -739827.375000 Penalty: 4448.324707
	Iteration 60F: 3 clusters Score -739827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -739827.500000 Penalty: 4448.324707
	Iteration 61Q: 3 clusters Score -739827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -739828.312500 Penalty: 4448.324707
	Iteration 62Q: 3 clusters Score -739828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -739828.312500 Penalty: 4448.324707
	Iteration 63F: 3 clusters Score -739828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -202720.796875 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -202720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -199991.109375 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -199991.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -200511.500000 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -200511.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -200668.515625 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -200668.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -200743.343750 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -200743.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -200793.625000 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -200793.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -200847.578125 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -200847.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -200884.578125 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -200884.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -200907.843750 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -200907.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -200933.859375 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -200933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -200954.562500 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -200954.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -200966.734375 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -200966.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -200978.921875 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -200978.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -200985.750000 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -200985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -200992.015625 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -200992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -200997.765625 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -200997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -201001.093750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -201001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201007.484375 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -201007.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -201014.578125 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -201014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -201016.984375 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -201017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -201018.718750 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -201018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -201019.187500 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -201019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -61496.937500 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -61496.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59802.773438 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -59802.77 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60028.691406 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -60028.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60130.671875 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -60130.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60164.625000 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -60164.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60180.445312 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -60180.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60194.531250 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -60194.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60208.410156 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -60208.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60211.253906 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -60211.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60211.253906 Penalty: 3254.271240
	Iteration 8F: 3 clusters Score -60211.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Entering Unmasked Estep 
Score: -9101186.000000 Penalty: 2827.189697
	Iteration 0F: 2 clusters Score -9101186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -9041487.000000 Penalty: 5654.379395
	Iteration 0F: 3 clusters Score -9041487 nChanged 42063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -9065313.000000 Penalty: 5654.379395
	Iteration 1F: 3 clusters Score -9065313 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -9066233.000000 Penalty: 5654.379395
	Iteration 2Q: 3 clusters Score -9066233 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9067400.000000 Penalty: 5654.379395
	Iteration 3Q: 3 clusters Score -9067400 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -9069438.000000 Penalty: 5654.379395
	Iteration 4Q: 3 clusters Score -9069438 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -9072284.000000 Penalty: 5654.379395
	Iteration 5F: 3 clusters Score -9072284 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -9076058.000000 Penalty: 5654.379395
	Iteration 6F: 3 clusters Score -9076058 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -9080026.000000 Penalty: 5654.379395
	Iteration 7F: 3 clusters Score -9080026 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -9083737.000000 Penalty: 5654.379395
	Iteration 8F: 3 clusters Score -9083737 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -9087227.000000 Penalty: 5654.379395
	Iteration 9F: 3 clusters Score -9087227 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -9090602.000000 Penalty: 5654.379395
	Iteration 10Q: 3 clusters Score -9090602 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -9093775.000000 Penalty: 5654.379395
	Iteration 11Q: 3 clusters Score -9093775 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9096206.000000 Penalty: 5654.379395
	Iteration 12Q: 3 clusters Score -9096206 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9097508.000000 Penalty: 5654.379395
	Iteration 13Q: 3 clusters Score -9097508 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9098081.000000 Penalty: 5654.379395
	Iteration 14Q: 3 clusters Score -9098081 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9098359.000000 Penalty: 5654.379395
	Iteration 15Q: 3 clusters Score -9098359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9098521.000000 Penalty: 5654.379395
	Iteration 16Q: 3 clusters Score -9098521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9098585.000000 Penalty: 5654.379395
	Iteration 17Q: 3 clusters Score -9098585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9098626.000000 Penalty: 5654.379395
	Iteration 18Q: 3 clusters Score -9098626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9098651.000000 Penalty: 5654.379395
	Iteration 19Q: 3 clusters Score -9098651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9098662.000000 Penalty: 5654.379395
	Iteration 20F: 3 clusters Score -9098662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Entering Unmasked Estep 
Score: -683618.750000 Penalty: 2228.390381
	Iteration 0F: 2 clusters Score -683618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -677247.312500 Penalty: 4456.780762
	Iteration 0F: 3 clusters Score -677247.3 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -679279.500000 Penalty: 4456.780762
	Iteration 1F: 3 clusters Score -679279.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -679905.375000 Penalty: 4456.780762
	Iteration 2F: 3 clusters Score -679905.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -680530.500000 Penalty: 4456.780762
	Iteration 3F: 3 clusters Score -680530.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -681060.687500 Penalty: 4456.780762
	Iteration 4F: 3 clusters Score -681060.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -681498.312500 Penalty: 4456.780762
	Iteration 5F: 3 clusters Score -681498.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -681847.000000 Penalty: 4456.780762
	Iteration 6F: 3 clusters Score -681847 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -682028.125000 Penalty: 4456.780762
	Iteration 7Q: 3 clusters Score -682028.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -682136.562500 Penalty: 4456.780762
	Iteration 8Q: 3 clusters Score -682136.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -682209.187500 Penalty: 4456.780762
	Iteration 9Q: 3 clusters Score -682209.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -682254.875000 Penalty: 4456.780762
	Iteration 10Q: 3 clusters Score -682254.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -682289.437500 Penalty: 4456.780762
	Iteration 11Q: 3 clusters Score -682289.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -682311.250000 Penalty: 4456.780762
	Iteration 12Q: 3 clusters Score -682311.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -682329.875000 Penalty: 4456.780762
	Iteration 13Q: 3 clusters Score -682329.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -682344.312500 Penalty: 4456.780762
	Iteration 14Q: 3 clusters Score -682344.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -682360.437500 Penalty: 4456.780762
	Iteration 15Q: 3 clusters Score -682360.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -682374.937500 Penalty: 4456.780762
	Iteration 16Q: 3 clusters Score -682374.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -682386.812500 Penalty: 4456.780762
	Iteration 17Q: 3 clusters Score -682386.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -682394.750000 Penalty: 4456.780762
	Iteration 18Q: 3 clusters Score -682394.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -682401.000000 Penalty: 4456.780762
	Iteration 19Q: 3 clusters Score -682401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -682407.937500 Penalty: 4456.780762
	Iteration 20F: 3 clusters Score -682407.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -682413.937500 Penalty: 4456.780762
	Iteration 21Q: 3 clusters Score -682413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -682418.062500 Penalty: 4456.780762
	Iteration 22Q: 3 clusters Score -682418.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -682422.500000 Penalty: 4456.780762
	Iteration 23Q: 3 clusters Score -682422.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -682428.062500 Penalty: 4456.780762
	Iteration 24Q: 3 clusters Score -682428.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -682433.812500 Penalty: 4456.780762
	Iteration 25Q: 3 clusters Score -682433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -682438.437500 Penalty: 4456.780762
	Iteration 26Q: 3 clusters Score -682438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -682439.375000 Penalty: 4456.780762
	Iteration 27Q: 3 clusters Score -682439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -682441.062500 Penalty: 4456.780762
	Iteration 28Q: 3 clusters Score -682441.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -682447.000000 Penalty: 4456.780762
	Iteration 29Q: 3 clusters Score -682447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -682448.625000 Penalty: 4456.780762
	Iteration 30Q: 3 clusters Score -682448.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -682452.312500 Penalty: 4456.780762
	Iteration 31Q: 3 clusters Score -682452.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -682455.062500 Penalty: 4456.780762
	Iteration 32Q: 3 clusters Score -682455.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -682457.625000 Penalty: 4456.780762
	Iteration 33Q: 3 clusters Score -682457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -682460.375000 Penalty: 4456.780762
	Iteration 34Q: 3 clusters Score -682460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -682462.562500 Penalty: 4456.780762
	Iteration 35Q: 3 clusters Score -682462.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -682464.125000 Penalty: 4456.780762
	Iteration 36Q: 3 clusters Score -682464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -682467.312500 Penalty: 4456.780762
	Iteration 37Q: 3 clusters Score -682467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -682466.875000 Penalty: 4456.780762
	Iteration 38Q: 3 clusters Score -682466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -682467.375000 Penalty: 4456.780762
	Iteration 39Q: 3 clusters Score -682467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -682469.375000 Penalty: 4456.780762
	Iteration 40F: 3 clusters Score -682469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -682468.437500 Penalty: 4456.780762
	Iteration 41Q: 3 clusters Score -682468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -682470.187500 Penalty: 4456.780762
	Iteration 42Q: 3 clusters Score -682470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -682468.875000 Penalty: 4456.780762
	Iteration 43Q: 3 clusters Score -682468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -682470.687500 Penalty: 4456.780762
	Iteration 44Q: 3 clusters Score -682470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -682470.875000 Penalty: 4456.780762
	Iteration 45Q: 3 clusters Score -682470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -682471.375000 Penalty: 4456.780762
	Iteration 46Q: 3 clusters Score -682471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -682471.687500 Penalty: 4456.780762
	Iteration 47Q: 3 clusters Score -682471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -682470.812500 Penalty: 4456.780762
	Iteration 48Q: 3 clusters Score -682470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -682471.062500 Penalty: 4456.780762
	Iteration 49Q: 3 clusters Score -682471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -682471.062500 Penalty: 4456.780762
	Iteration 50F: 3 clusters Score -682471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Entering Unmasked Estep 
Score: -4424411.500000 Penalty: 2646.321533
	Iteration 0F: 2 clusters Score -4424412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4395296.500000 Penalty: 5292.643066
	Iteration 0F: 3 clusters Score -4395296 nChanged 19713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4406571.000000 Penalty: 5292.643066
	Iteration 1F: 3 clusters Score -4406571 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4407605.000000 Penalty: 5292.643066
	Iteration 2F: 3 clusters Score -4407605 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4409022.500000 Penalty: 5292.643066
	Iteration 3F: 3 clusters Score -4409022 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4410711.500000 Penalty: 5292.643066
	Iteration 4F: 3 clusters Score -4410712 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4412328.000000 Penalty: 5292.643066
	Iteration 5F: 3 clusters Score -4412328 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4413656.500000 Penalty: 5292.643066
	Iteration 6F: 3 clusters Score -4413656 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4414611.500000 Penalty: 5292.643066
	Iteration 7Q: 3 clusters Score -4414612 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4415322.500000 Penalty: 5292.643066
	Iteration 8Q: 3 clusters Score -4415322 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4415860.000000 Penalty: 5292.643066
	Iteration 9Q: 3 clusters Score -4415860 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4416389.000000 Penalty: 5292.643066
	Iteration 10Q: 3 clusters Score -4416389 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4416918.500000 Penalty: 5292.643066
	Iteration 11Q: 3 clusters Score -4416918 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4417553.500000 Penalty: 5292.643066
	Iteration 12Q: 3 clusters Score -4417554 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -4418231.500000 Penalty: 5292.643066
	Iteration 13Q: 3 clusters Score -4418232 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4418986.000000 Penalty: 5292.643066
	Iteration 14Q: 3 clusters Score -4418986 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4419707.500000 Penalty: 5292.643066
	Iteration 15Q: 3 clusters Score -4419708 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4420362.500000 Penalty: 5292.643066
	Iteration 16Q: 3 clusters Score -4420362 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4420803.500000 Penalty: 5292.643066
	Iteration 17Q: 3 clusters Score -4420804 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4421108.500000 Penalty: 5292.643066
	Iteration 18Q: 3 clusters Score -4421108 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4421332.000000 Penalty: 5292.643066
	Iteration 19Q: 3 clusters Score -4421332 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4421485.000000 Penalty: 5292.643066
	Iteration 20F: 3 clusters Score -4421485 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4421624.000000 Penalty: 5292.643066
	Iteration 21Q: 3 clusters Score -4421624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4421722.000000 Penalty: 5292.643066
	Iteration 22Q: 3 clusters Score -4421722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4421789.000000 Penalty: 5292.643066
	Iteration 23Q: 3 clusters Score -4421789 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4421865.000000 Penalty: 5292.643066
	Iteration 24Q: 3 clusters Score -4421865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4421908.500000 Penalty: 5292.643066
	Iteration 25Q: 3 clusters Score -4421908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4421955.000000 Penalty: 5292.643066
	Iteration 26Q: 3 clusters Score -4421955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4421998.500000 Penalty: 5292.643066
	Iteration 27Q: 3 clusters Score -4421998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4422038.500000 Penalty: 5292.643066
	Iteration 28Q: 3 clusters Score -4422038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4422089.500000 Penalty: 5292.643066
	Iteration 29Q: 3 clusters Score -4422090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4422120.500000 Penalty: 5292.643066
	Iteration 30Q: 3 clusters Score -4422120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4422153.000000 Penalty: 5292.643066
	Iteration 31Q: 3 clusters Score -4422153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4422214.000000 Penalty: 5292.643066
	Iteration 32Q: 3 clusters Score -4422214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4422248.000000 Penalty: 5292.643066
	Iteration 33Q: 3 clusters Score -4422248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4422286.500000 Penalty: 5292.643066
	Iteration 34Q: 3 clusters Score -4422286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4422300.000000 Penalty: 5292.643066
	Iteration 35Q: 3 clusters Score -4422300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4422316.500000 Penalty: 5292.643066
	Iteration 36Q: 3 clusters Score -4422316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4422335.000000 Penalty: 5292.643066
	Iteration 37Q: 3 clusters Score -4422335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4422342.000000 Penalty: 5292.643066
	Iteration 38Q: 3 clusters Score -4422342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4422352.000000 Penalty: 5292.643066
	Iteration 39Q: 3 clusters Score -4422352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4422355.000000 Penalty: 5292.643066
	Iteration 40F: 3 clusters Score -4422355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4422362.000000 Penalty: 5292.643066
	Iteration 41Q: 3 clusters Score -4422362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4422362.500000 Penalty: 5292.643066
	Iteration 42Q: 3 clusters Score -4422362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4422364.000000 Penalty: 5292.643066
	Iteration 43Q: 3 clusters Score -4422364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4422366.500000 Penalty: 5292.643066
	Iteration 44Q: 3 clusters Score -4422366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4422370.500000 Penalty: 5292.643066
	Iteration 45Q: 3 clusters Score -4422370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4422370.000000 Penalty: 5292.643066
	Iteration 46Q: 3 clusters Score -4422370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4422374.500000 Penalty: 5292.643066
	Iteration 47Q: 3 clusters Score -4422374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4422374.500000 Penalty: 5292.643066
	Iteration 48Q: 3 clusters Score -4422374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4422379.000000 Penalty: 5292.643066
	Iteration 49Q: 3 clusters Score -4422379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4422378.000000 Penalty: 5292.643066
	Iteration 50Q: 3 clusters Score -4422378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4422381.500000 Penalty: 5292.643066
	Iteration 51Q: 3 clusters Score -4422382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4422380.500000 Penalty: 5292.643066
	Iteration 52Q: 3 clusters Score -4422380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4422380.500000 Penalty: 5292.643066
	Iteration 53Q: 3 clusters Score -4422380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4422382.000000 Penalty: 5292.643066
	Iteration 54Q: 3 clusters Score -4422382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4422388.000000 Penalty: 5292.643066
	Iteration 55Q: 3 clusters Score -4422388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4422386.500000 Penalty: 5292.643066
	Iteration 56Q: 3 clusters Score -4422386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4422386.000000 Penalty: 5292.643066
	Iteration 57Q: 3 clusters Score -4422386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4422384.500000 Penalty: 5292.643066
	Iteration 58Q: 3 clusters Score -4422384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4422384.000000 Penalty: 5292.643066
	Iteration 59Q: 3 clusters Score -4422384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4422384.500000 Penalty: 5292.643066
	Iteration 60F: 3 clusters Score -4422384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4422382.500000 Penalty: 5292.643066
	Iteration 61Q: 3 clusters Score -4422382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4422384.500000 Penalty: 5292.643066
	Iteration 62Q: 3 clusters Score -4422384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4422389.000000 Penalty: 5292.643066
	Iteration 63Q: 3 clusters Score -4422389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4422392.500000 Penalty: 5292.643066
	Iteration 64Q: 3 clusters Score -4422392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4422387.500000 Penalty: 5292.643066
	Iteration 65Q: 3 clusters Score -4422388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4422388.500000 Penalty: 5292.643066
	Iteration 66Q: 3 clusters Score -4422388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4422394.500000 Penalty: 5292.643066
	Iteration 67Q: 3 clusters Score -4422394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4422391.000000 Penalty: 5292.643066
	Iteration 68Q: 3 clusters Score -4422391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4422389.500000 Penalty: 5292.643066
	Iteration 69Q: 3 clusters Score -4422390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4422394.000000 Penalty: 5292.643066
	Iteration 70Q: 3 clusters Score -4422394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4422395.000000 Penalty: 5292.643066
	Iteration 71Q: 3 clusters Score -4422395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4422397.500000 Penalty: 5292.643066
	Iteration 72Q: 3 clusters Score -4422398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4422397.500000 Penalty: 5292.643066
	Iteration 73F: 3 clusters Score -4422398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -236983.125000 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -236983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -234072.968750 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -234073 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -234650.812500 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -234650.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -234845.578125 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -234845.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -234991.875000 Penalty: 3867.864014
	Iteration 3F: 3 clusters Score -234991.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -235098.984375 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -235099 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -235205.671875 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -235205.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -235306.718750 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -235306.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -235381.234375 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -235381.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -235431.609375 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -235431.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -235472.234375 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -235472.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -235507.265625 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -235507.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -235546.937500 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -235546.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -235582.968750 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -235583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -235603.515625 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -235603.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -235616.890625 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -235616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235625.812500 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -235625.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -235632.843750 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -235632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -235639.125000 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -235639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -235645.765625 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -235645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -235651.468750 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -235651.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -235655.734375 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -235655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -235660.171875 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -235660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -235665.359375 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -235665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -235668.656250 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -235668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -235671.609375 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -235671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -235671.609375 Penalty: 3867.864014
	Iteration 25F: 3 clusters Score -235671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210851 members 
Entering Unmasked Estep 
Score: -21706294.000000 Penalty: 3040.208984
	Iteration 0F: 2 clusters Score -2.170629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -21564460.000000 Penalty: 6080.417969
	Iteration 0F: 3 clusters Score -2.156446e+07 nChanged 101619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -21624278.000000 Penalty: 6080.417969
	Iteration 1F: 3 clusters Score -2.162428e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 115191 members 
Entering Unmasked Estep 
Score: -21625846.000000 Penalty: 6080.417969
	Iteration 2Q: 3 clusters Score -2.162585e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 120808 members 
Entering Unmasked Estep 
Score: -21628060.000000 Penalty: 6080.417969
	Iteration 3Q: 3 clusters Score -2.162806e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -21632402.000000 Penalty: 6080.417969
	Iteration 4Q: 3 clusters Score -2.16324e+07 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -21640834.000000 Penalty: 6080.417969
	Iteration 5F: 3 clusters Score -2.164083e+07 nChanged 17690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 160265 members 
Entering Unmasked Estep 
Score: -21655256.000000 Penalty: 6080.417969
	Iteration 6F: 3 clusters Score -2.165526e+07 nChanged 18994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 179163 members 
Entering Unmasked Estep 
Score: -21673258.000000 Penalty: 6080.417969
	Iteration 7F: 3 clusters Score -2.167326e+07 nChanged 15654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -21688880.000000 Penalty: 6080.417969
	Iteration 8F: 3 clusters Score -2.168888e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 203902 members 
Entering Unmasked Estep 
Score: -21697484.000000 Penalty: 6080.417969
	Iteration 9Q: 3 clusters Score -2.169748e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 207901 members 
Entering Unmasked Estep 
Score: -21701078.000000 Penalty: 6080.417969
	Iteration 10Q: 3 clusters Score -2.170108e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 209490 members 
Entering Unmasked Estep 
Score: -21702516.000000 Penalty: 6080.417969
	Iteration 11Q: 3 clusters Score -2.170252e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 210071 members 
Entering Unmasked Estep 
Score: -21703072.000000 Penalty: 6080.417969
	Iteration 12Q: 3 clusters Score -2.170307e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 210285 members 
Entering Unmasked Estep 
Score: -21703268.000000 Penalty: 6080.417969
	Iteration 13Q: 3 clusters Score -2.170327e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 210378 members 
Entering Unmasked Estep 
Score: -21703394.000000 Penalty: 6080.417969
	Iteration 14Q: 3 clusters Score -2.170339e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 210431 members 
Entering Unmasked Estep 
Score: -21703452.000000 Penalty: 6080.417969
	Iteration 15Q: 3 clusters Score -2.170345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210456 members 
Entering Unmasked Estep 
Score: -21703504.000000 Penalty: 6080.417969
	Iteration 16Q: 3 clusters Score -2.17035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 210468 members 
Entering Unmasked Estep 
Score: -21703544.000000 Penalty: 6080.417969
	Iteration 17Q: 3 clusters Score -2.170354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 210478 members 
Entering Unmasked Estep 
Score: -21703574.000000 Penalty: 6080.417969
	Iteration 18Q: 3 clusters Score -2.170357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 210482 members 
Entering Unmasked Estep 
Score: -21703584.000000 Penalty: 6080.417969
	Iteration 19Q: 3 clusters Score -2.170358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 210492 members 
Entering Unmasked Estep 
Score: -21703600.000000 Penalty: 6080.417969
	Iteration 20F: 3 clusters Score -2.17036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 210497 members 
Entering Unmasked Estep 
Score: -21703594.000000 Penalty: 6080.417969
	Iteration 21Q: 3 clusters Score -2.170359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 210498 members 
Entering Unmasked Estep 
Score: -21703592.000000 Penalty: 6080.417969
	Iteration 22Q: 3 clusters Score -2.170359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 210501 members 
Entering Unmasked Estep 
Score: -21703594.000000 Penalty: 6080.417969
	Iteration 23Q: 3 clusters Score -2.170359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 210504 members 
Entering Unmasked Estep 
Score: -21703594.000000 Penalty: 6080.417969
	Iteration 24Q: 3 clusters Score -2.170359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210507 members 
Entering Unmasked Estep 
Score: -21703606.000000 Penalty: 6080.417969
	Iteration 25Q: 3 clusters Score -2.170361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 210510 members 
Entering Unmasked Estep 
Score: -21703616.000000 Penalty: 6080.417969
	Iteration 26Q: 3 clusters Score -2.170362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 210511 members 
Entering Unmasked Estep 
Score: -21703614.000000 Penalty: 6080.417969
	Iteration 27Q: 3 clusters Score -2.170361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 210514 members 
Entering Unmasked Estep 
Score: -21703626.000000 Penalty: 6080.417969
	Iteration 28Q: 3 clusters Score -2.170363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 210517 members 
Entering Unmasked Estep 
Score: -21703622.000000 Penalty: 6080.417969
	Iteration 29Q: 3 clusters Score -2.170362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 210520 members 
Entering Unmasked Estep 
Score: -21703646.000000 Penalty: 6080.417969
	Iteration 30Q: 3 clusters Score -2.170365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210527 members 
Entering Unmasked Estep 
Score: -21703638.000000 Penalty: 6080.417969
	Iteration 31Q: 3 clusters Score -2.170364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 210529 members 
Entering Unmasked Estep 
Score: -21703640.000000 Penalty: 6080.417969
	Iteration 32Q: 3 clusters Score -2.170364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210530 members 
Entering Unmasked Estep 
Score: -21703634.000000 Penalty: 6080.417969
	Iteration 33Q: 3 clusters Score -2.170363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 210529 members 
Entering Unmasked Estep 
Score: -21703640.000000 Penalty: 6080.417969
	Iteration 34Q: 3 clusters Score -2.170364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210530 members 
Entering Unmasked Estep 
Score: -21703646.000000 Penalty: 6080.417969
	Iteration 35Q: 3 clusters Score -2.170365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 210531 members 
Entering Unmasked Estep 
Score: -21703636.000000 Penalty: 6080.417969
	Iteration 36Q: 3 clusters Score -2.170364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 210532 members 
Entering Unmasked Estep 
Score: -21703638.000000 Penalty: 6080.417969
	Iteration 37Q: 3 clusters Score -2.170364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 210531 members 
Entering Unmasked Estep 
Score: -21703642.000000 Penalty: 6080.417969
	Iteration 38Q: 3 clusters Score -2.170364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 210531 members 
Entering Unmasked Estep 
Score: -21703642.000000 Penalty: 6080.417969
	Iteration 39F: 3 clusters Score -2.170364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Entering Unmasked Estep 
Score: -2341713.750000 Penalty: 2493.129395
	Iteration 0F: 2 clusters Score -2341714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2325621.500000 Penalty: 4986.258789
	Iteration 0F: 3 clusters Score -2325622 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2331107.500000 Penalty: 4986.258789
	Iteration 1F: 3 clusters Score -2331108 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2331536.750000 Penalty: 4986.258789
	Iteration 2F: 3 clusters Score -2331537 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2331925.250000 Penalty: 4986.258789
	Iteration 3Q: 3 clusters Score -2331925 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2332314.500000 Penalty: 4986.258789
	Iteration 4Q: 3 clusters Score -2332314 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2332739.750000 Penalty: 4986.258789
	Iteration 5Q: 3 clusters Score -2332740 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2333290.000000 Penalty: 4986.258789
	Iteration 6Q: 3 clusters Score -2333290 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2333965.250000 Penalty: 4986.258789
	Iteration 7Q: 3 clusters Score -2333965 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2334928.750000 Penalty: 4986.258789
	Iteration 8F: 3 clusters Score -2334929 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2336100.500000 Penalty: 4986.258789
	Iteration 9F: 3 clusters Score -2336100 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2337199.500000 Penalty: 4986.258789
	Iteration 10F: 3 clusters Score -2337200 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2338091.500000 Penalty: 4986.258789
	Iteration 11F: 3 clusters Score -2338092 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2338807.750000 Penalty: 4986.258789
	Iteration 12Q: 3 clusters Score -2338808 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2339256.250000 Penalty: 4986.258789
	Iteration 13Q: 3 clusters Score -2339256 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2339525.500000 Penalty: 4986.258789
	Iteration 14Q: 3 clusters Score -2339526 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2339692.750000 Penalty: 4986.258789
	Iteration 15Q: 3 clusters Score -2339693 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2339810.750000 Penalty: 4986.258789
	Iteration 16Q: 3 clusters Score -2339811 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2339914.000000 Penalty: 4986.258789
	Iteration 17Q: 3 clusters Score -2339914 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2340014.250000 Penalty: 4986.258789
	Iteration 18Q: 3 clusters Score -2340014 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2340104.500000 Penalty: 4986.258789
	Iteration 19Q: 3 clusters Score -2340104 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2340196.000000 Penalty: 4986.258789
	Iteration 20F: 3 clusters Score -2340196 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2340321.500000 Penalty: 4986.258789
	Iteration 21Q: 3 clusters Score -2340322 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2340450.500000 Penalty: 4986.258789
	Iteration 22Q: 3 clusters Score -2340450 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2340553.500000 Penalty: 4986.258789
	Iteration 23Q: 3 clusters Score -2340554 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2340628.750000 Penalty: 4986.258789
	Iteration 24Q: 3 clusters Score -2340629 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2340703.750000 Penalty: 4986.258789
	Iteration 25Q: 3 clusters Score -2340704 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2340788.250000 Penalty: 4986.258789
	Iteration 26Q: 3 clusters Score -2340788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2340858.250000 Penalty: 4986.258789
	Iteration 27Q: 3 clusters Score -2340858 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2340908.000000 Penalty: 4986.258789
	Iteration 28Q: 3 clusters Score -2340908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2340956.250000 Penalty: 4986.258789
	Iteration 29Q: 3 clusters Score -2340956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2341010.500000 Penalty: 4986.258789
	Iteration 30Q: 3 clusters Score -2341010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2341067.750000 Penalty: 4986.258789
	Iteration 31Q: 3 clusters Score -2341068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2341116.000000 Penalty: 4986.258789
	Iteration 32Q: 3 clusters Score -2341116 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2341177.500000 Penalty: 4986.258789
	Iteration 33Q: 3 clusters Score -2341178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2341232.250000 Penalty: 4986.258789
	Iteration 34Q: 3 clusters Score -2341232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2341282.000000 Penalty: 4986.258789
	Iteration 35Q: 3 clusters Score -2341282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2341315.250000 Penalty: 4986.258789
	Iteration 36Q: 3 clusters Score -2341315 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2341363.500000 Penalty: 4986.258789
	Iteration 37Q: 3 clusters Score -2341364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2341403.250000 Penalty: 4986.258789
	Iteration 38Q: 3 clusters Score -2341403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2341440.500000 Penalty: 4986.258789
	Iteration 39Q: 3 clusters Score -2341440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2341497.500000 Penalty: 4986.258789
	Iteration 40F: 3 clusters Score -2341498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2341569.500000 Penalty: 4986.258789
	Iteration 41Q: 3 clusters Score -2341570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2341638.500000 Penalty: 4986.258789
	Iteration 42Q: 3 clusters Score -2341638 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2341686.750000 Penalty: 4986.258789
	Iteration 43Q: 3 clusters Score -2341687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2341737.000000 Penalty: 4986.258789
	Iteration 44Q: 3 clusters Score -2341737 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2341785.000000 Penalty: 4986.258789
	Iteration 45Q: 3 clusters Score -2341785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2341824.250000 Penalty: 4986.258789
	Iteration 46Q: 3 clusters Score -2341824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2341837.750000 Penalty: 4986.258789
	Iteration 47Q: 3 clusters Score -2341838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2341847.250000 Penalty: 4986.258789
	Iteration 48Q: 3 clusters Score -2341847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2341866.500000 Penalty: 4986.258789
	Iteration 49Q: 3 clusters Score -2341866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2341870.000000 Penalty: 4986.258789
	Iteration 50Q: 3 clusters Score -2341870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2341883.000000 Penalty: 4986.258789
	Iteration 51Q: 3 clusters Score -2341883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2341887.250000 Penalty: 4986.258789
	Iteration 52Q: 3 clusters Score -2341887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2341890.500000 Penalty: 4986.258789
	Iteration 53Q: 3 clusters Score -2341890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2341895.750000 Penalty: 4986.258789
	Iteration 54Q: 3 clusters Score -2341896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2341894.750000 Penalty: 4986.258789
	Iteration 55Q: 3 clusters Score -2341895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2341893.250000 Penalty: 4986.258789
	Iteration 56Q: 3 clusters Score -2341893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2341897.250000 Penalty: 4986.258789
	Iteration 57Q: 3 clusters Score -2341897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2341896.750000 Penalty: 4986.258789
	Iteration 58Q: 3 clusters Score -2341897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2341900.000000 Penalty: 4986.258789
	Iteration 59Q: 3 clusters Score -2341900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2341898.750000 Penalty: 4986.258789
	Iteration 60F: 3 clusters Score -2341899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2341901.250000 Penalty: 4986.258789
	Iteration 61Q: 3 clusters Score -2341901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2341901.750000 Penalty: 4986.258789
	Iteration 62Q: 3 clusters Score -2341902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2341901.750000 Penalty: 4986.258789
	Iteration 63F: 3 clusters Score -2341902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210851 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56700 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43054 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25527 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14227 members 
Mstep: Class 32 contains 6025 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32891 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5766 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 4058 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35825 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54227 members 
Mstep: Class 63 contains 20634 members 
Entering Unmasked Estep 
Score: -96216400.000000 Penalty: 215788.609375
Splitting cluster 13 changes total score from -96217376.000000 to -96216400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -273411.031250 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -273411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -270200.125000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -270200.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270918.218750 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -270918.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -271159.468750 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -271159.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -271347.875000 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -271347.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -271528.437500 Penalty: 3956.561523
	Iteration 4F: 3 clusters Score -271528.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -271643.468750 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -271643.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271750.218750 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -271750.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -271834.468750 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -271834.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -271891.000000 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -271891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -271923.281250 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -271923.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271956.281250 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -271956.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -271979.000000 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -271979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271990.375000 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -271990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271998.375000 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -271998.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -272008.906250 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -272008.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272019.093750 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -272019.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272027.406250 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -272027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272034.125000 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -272034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -272040.187500 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -272040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -272043.218750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -272043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -272047.187500 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -272047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -272053.906250 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -272053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272060.312500 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -272060.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -272069.656250 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -272069.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -272076.031250 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -272076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -272080.187500 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -272080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272083.156250 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -272083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272085.593750 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -272085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -272089.031250 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -272089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -272091.906250 Penalty: 3956.561523
	Iteration 29Q: 3 clusters Score -272091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -272096.093750 Penalty: 3956.561523
	Iteration 30Q: 3 clusters Score -272096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -272097.593750 Penalty: 3956.561523
	Iteration 31Q: 3 clusters Score -272097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -272101.281250 Penalty: 3956.561523
	Iteration 32Q: 3 clusters Score -272101.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -272105.906250 Penalty: 3956.561523
	Iteration 33Q: 3 clusters Score -272105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -272111.843750 Penalty: 3956.561523
	Iteration 34Q: 3 clusters Score -272111.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -272117.156250 Penalty: 3956.561523
	Iteration 35Q: 3 clusters Score -272117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -272122.093750 Penalty: 3956.561523
	Iteration 36Q: 3 clusters Score -272122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -272125.000000 Penalty: 3956.561523
	Iteration 37Q: 3 clusters Score -272125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -272127.093750 Penalty: 3956.561523
	Iteration 38Q: 3 clusters Score -272127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272130.937500 Penalty: 3956.561523
	Iteration 39Q: 3 clusters Score -272130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272134.531250 Penalty: 3956.561523
	Iteration 40F: 3 clusters Score -272134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -272136.937500 Penalty: 3956.561523
	Iteration 41Q: 3 clusters Score -272136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -272139.156250 Penalty: 3956.561523
	Iteration 42Q: 3 clusters Score -272139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -272143.156250 Penalty: 3956.561523
	Iteration 43Q: 3 clusters Score -272143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272149.968750 Penalty: 3956.561523
	Iteration 44Q: 3 clusters Score -272150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -272155.312500 Penalty: 3956.561523
	Iteration 45Q: 3 clusters Score -272155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -272157.218750 Penalty: 3956.561523
	Iteration 46Q: 3 clusters Score -272157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -272160.562500 Penalty: 3956.561523
	Iteration 47Q: 3 clusters Score -272160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -272162.718750 Penalty: 3956.561523
	Iteration 48Q: 3 clusters Score -272162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272163.343750 Penalty: 3956.561523
	Iteration 49Q: 3 clusters Score -272163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -272164.656250 Penalty: 3956.561523
	Iteration 50Q: 3 clusters Score -272164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -272165.593750 Penalty: 3956.561523
	Iteration 51Q: 3 clusters Score -272165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -272166.031250 Penalty: 3956.561523
	Iteration 52Q: 3 clusters Score -272166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272166.125000 Penalty: 3956.561523
	Iteration 53Q: 3 clusters Score -272166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272166.125000 Penalty: 3956.561523
	Iteration 54F: 3 clusters Score -272166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -904114.375000 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -904114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -897197.062500 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -897197.1 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -899123.125000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -899123.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -899443.250000 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -899443.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -899688.562500 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -899688.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -899878.562500 Penalty: 4499.596680
	Iteration 4Q: 3 clusters Score -899878.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -900068.187500 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -900068.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -900219.375000 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -900219.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -900351.750000 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -900351.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -900486.562500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -900486.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -900625.937500 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -900625.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -900783.687500 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -900783.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -900910.875000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -900910.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -901028.812500 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -901028.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -901137.625000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -901137.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -901223.812500 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -901223.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -901298.562500 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -901298.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -901352.937500 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -901352.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -901389.437500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -901389.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -901419.625000 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -901419.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -901444.250000 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -901444.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -901472.687500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -901472.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -901499.875000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -901499.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -901529.625000 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -901529.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -901566.687500 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -901566.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -901599.375000 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -901599.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -901637.500000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -901637.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -901683.500000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -901683.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -901729.687500 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -901729.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -901775.937500 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -901775.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -901841.125000 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -901841.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -901903.062500 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -901903.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -901955.937500 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -901955.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -901992.875000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -901992.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -902021.625000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -902021.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -902041.437500 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -902041.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -902055.562500 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -902055.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -902068.500000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -902068.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -902079.187500 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -902079.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -902081.937500 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -902081.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -902088.937500 Penalty: 4499.596680
	Iteration 39Q: 3 clusters Score -902088.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -902090.062500 Penalty: 4499.596680
	Iteration 40F: 3 clusters Score -902090.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -902091.687500 Penalty: 4499.596680
	Iteration 41Q: 3 clusters Score -902091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -902094.937500 Penalty: 4499.596680
	Iteration 42Q: 3 clusters Score -902094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -902093.812500 Penalty: 4499.596680
	Iteration 43Q: 3 clusters Score -902093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -902099.375000 Penalty: 4499.596680
	Iteration 44Q: 3 clusters Score -902099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -902099.250000 Penalty: 4499.596680
	Iteration 45Q: 3 clusters Score -902099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -902101.250000 Penalty: 4499.596680
	Iteration 46Q: 3 clusters Score -902101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -902102.437500 Penalty: 4499.596680
	Iteration 47Q: 3 clusters Score -902102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -902102.437500 Penalty: 4499.596680
	Iteration 48F: 3 clusters Score -902102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -505870.593750 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -505870.6 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 2527 members 
Entering Unmasked Estep 
Score: -501286.187500 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -501286.2 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -502492.625000 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -502492.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -502875.656250 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -502875.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -503181.531250 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -503181.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -503466.656250 Penalty: 4234.835938
	Iteration 4F: 3 clusters Score -503466.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -503717.406250 Penalty: 4234.835938
	Iteration 5F: 3 clusters Score -503717.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -503920.937500 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -503920.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -504068.562500 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -504068.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -504172.656250 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -504172.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -504246.656250 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -504246.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -504306.218750 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -504306.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -504343.937500 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -504343.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -504365.875000 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -504365.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -504380.343750 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -504380.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -504387.843750 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -504387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -504392.843750 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -504392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -504396.062500 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -504396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -504397.718750 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -504397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -504402.062500 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -504402.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -504406.156250 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -504406.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -504412.500000 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -504412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -504414.031250 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -504414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -504417.562500 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -504417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -504417.750000 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -504417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -504417.093750 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -504417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -504417.437500 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -504417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -504418.281250 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -504418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -504418.687500 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -504418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -504419.281250 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -504419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -504418.937500 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -504418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -504418.937500 Penalty: 4234.835938
	Iteration 30F: 3 clusters Score -504418.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Entering Unmasked Estep 
Score: -5810246.000000 Penalty: 2714.491455
	Iteration 0F: 2 clusters Score -5810246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -5772258.500000 Penalty: 5428.982910
	Iteration 0F: 3 clusters Score -5772258 nChanged 26212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5786803.000000 Penalty: 5428.982910
	Iteration 1F: 3 clusters Score -5786803 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5787324.000000 Penalty: 5428.982910
	Iteration 2Q: 3 clusters Score -5787324 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5787852.000000 Penalty: 5428.982910
	Iteration 3Q: 3 clusters Score -5787852 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -5788418.500000 Penalty: 5428.982910
	Iteration 4Q: 3 clusters Score -5788418 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -5789059.000000 Penalty: 5428.982910
	Iteration 5Q: 3 clusters Score -5789059 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -5789816.000000 Penalty: 5428.982910
	Iteration 6Q: 3 clusters Score -5789816 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5790851.000000 Penalty: 5428.982910
	Iteration 7Q: 3 clusters Score -5790851 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5792018.500000 Penalty: 5428.982910
	Iteration 8Q: 3 clusters Score -5792018 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5793363.500000 Penalty: 5428.982910
	Iteration 9Q: 3 clusters Score -5793364 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -5794873.000000 Penalty: 5428.982910
	Iteration 10Q: 3 clusters Score -5794873 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5796277.000000 Penalty: 5428.982910
	Iteration 11Q: 3 clusters Score -5796277 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5797593.000000 Penalty: 5428.982910
	Iteration 12Q: 3 clusters Score -5797593 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5798730.000000 Penalty: 5428.982910
	Iteration 13Q: 3 clusters Score -5798730 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -5799546.500000 Penalty: 5428.982910
	Iteration 14Q: 3 clusters Score -5799546 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -5800090.500000 Penalty: 5428.982910
	Iteration 15Q: 3 clusters Score -5800090 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -5800385.000000 Penalty: 5428.982910
	Iteration 16Q: 3 clusters Score -5800385 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5800605.500000 Penalty: 5428.982910
	Iteration 17Q: 3 clusters Score -5800606 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -5800776.500000 Penalty: 5428.982910
	Iteration 18Q: 3 clusters Score -5800776 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5800967.000000 Penalty: 5428.982910
	Iteration 19Q: 3 clusters Score -5800967 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -5801092.500000 Penalty: 5428.982910
	Iteration 20F: 3 clusters Score -5801092 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5801220.500000 Penalty: 5428.982910
	Iteration 21Q: 3 clusters Score -5801220 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5801370.500000 Penalty: 5428.982910
	Iteration 22Q: 3 clusters Score -5801370 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5801515.000000 Penalty: 5428.982910
	Iteration 23Q: 3 clusters Score -5801515 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5801717.000000 Penalty: 5428.982910
	Iteration 24Q: 3 clusters Score -5801717 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5801930.500000 Penalty: 5428.982910
	Iteration 25Q: 3 clusters Score -5801930 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -5802156.500000 Penalty: 5428.982910
	Iteration 26Q: 3 clusters Score -5802156 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5802439.500000 Penalty: 5428.982910
	Iteration 27Q: 3 clusters Score -5802440 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5802697.500000 Penalty: 5428.982910
	Iteration 28Q: 3 clusters Score -5802698 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -5803022.000000 Penalty: 5428.982910
	Iteration 29Q: 3 clusters Score -5803022 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5803324.500000 Penalty: 5428.982910
	Iteration 30Q: 3 clusters Score -5803324 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -5803664.500000 Penalty: 5428.982910
	Iteration 31Q: 3 clusters Score -5803664 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5804044.000000 Penalty: 5428.982910
	Iteration 32Q: 3 clusters Score -5804044 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -5804410.500000 Penalty: 5428.982910
	Iteration 33Q: 3 clusters Score -5804410 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -5804774.000000 Penalty: 5428.982910
	Iteration 34Q: 3 clusters Score -5804774 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -5805127.000000 Penalty: 5428.982910
	Iteration 35Q: 3 clusters Score -5805127 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -5805506.500000 Penalty: 5428.982910
	Iteration 36Q: 3 clusters Score -5805506 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -5805847.000000 Penalty: 5428.982910
	Iteration 37Q: 3 clusters Score -5805847 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -5806161.500000 Penalty: 5428.982910
	Iteration 38Q: 3 clusters Score -5806162 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -5806482.000000 Penalty: 5428.982910
	Iteration 39Q: 3 clusters Score -5806482 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -5806728.000000 Penalty: 5428.982910
	Iteration 40F: 3 clusters Score -5806728 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -5806961.000000 Penalty: 5428.982910
	Iteration 41Q: 3 clusters Score -5806961 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -5807150.000000 Penalty: 5428.982910
	Iteration 42Q: 3 clusters Score -5807150 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -5807302.000000 Penalty: 5428.982910
	Iteration 43Q: 3 clusters Score -5807302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -5807397.500000 Penalty: 5428.982910
	Iteration 44Q: 3 clusters Score -5807398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -5807483.500000 Penalty: 5428.982910
	Iteration 45Q: 3 clusters Score -5807484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -5807560.500000 Penalty: 5428.982910
	Iteration 46Q: 3 clusters Score -5807560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -5807599.500000 Penalty: 5428.982910
	Iteration 47Q: 3 clusters Score -5807600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -5807635.000000 Penalty: 5428.982910
	Iteration 48Q: 3 clusters Score -5807635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -5807695.500000 Penalty: 5428.982910
	Iteration 49Q: 3 clusters Score -5807696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -5807711.000000 Penalty: 5428.982910
	Iteration 50Q: 3 clusters Score -5807711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -5807734.500000 Penalty: 5428.982910
	Iteration 51Q: 3 clusters Score -5807734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -5807757.000000 Penalty: 5428.982910
	Iteration 52Q: 3 clusters Score -5807757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -5807775.500000 Penalty: 5428.982910
	Iteration 53Q: 3 clusters Score -5807776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -5807785.500000 Penalty: 5428.982910
	Iteration 54Q: 3 clusters Score -5807786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -5807804.500000 Penalty: 5428.982910
	Iteration 55Q: 3 clusters Score -5807804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -5807817.500000 Penalty: 5428.982910
	Iteration 56Q: 3 clusters Score -5807818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -5807829.000000 Penalty: 5428.982910
	Iteration 57Q: 3 clusters Score -5807829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -5807827.000000 Penalty: 5428.982910
	Iteration 58Q: 3 clusters Score -5807827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -5807851.000000 Penalty: 5428.982910
	Iteration 59Q: 3 clusters Score -5807851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -5807850.000000 Penalty: 5428.982910
	Iteration 60F: 3 clusters Score -5807850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -5807856.500000 Penalty: 5428.982910
	Iteration 61Q: 3 clusters Score -5807856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -5807861.500000 Penalty: 5428.982910
	Iteration 62Q: 3 clusters Score -5807862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -5807871.000000 Penalty: 5428.982910
	Iteration 63Q: 3 clusters Score -5807871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -5807883.500000 Penalty: 5428.982910
	Iteration 64Q: 3 clusters Score -5807884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -5807887.000000 Penalty: 5428.982910
	Iteration 65Q: 3 clusters Score -5807887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -5807887.000000 Penalty: 5428.982910
	Iteration 66Q: 3 clusters Score -5807887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -5807886.000000 Penalty: 5428.982910
	Iteration 67Q: 3 clusters Score -5807886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -5807889.500000 Penalty: 5428.982910
	Iteration 68Q: 3 clusters Score -5807890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -5807886.000000 Penalty: 5428.982910
	Iteration 69Q: 3 clusters Score -5807886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -5807888.500000 Penalty: 5428.982910
	Iteration 70Q: 3 clusters Score -5807888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -5807889.500000 Penalty: 5428.982910
	Iteration 71Q: 3 clusters Score -5807890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -5807895.000000 Penalty: 5428.982910
	Iteration 72Q: 3 clusters Score -5807895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -5807895.000000 Penalty: 5428.982910
	Iteration 73Q: 3 clusters Score -5807895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -5807896.500000 Penalty: 5428.982910
	Iteration 74Q: 3 clusters Score -5807896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -5807900.000000 Penalty: 5428.982910
	Iteration 75Q: 3 clusters Score -5807900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -5807901.000000 Penalty: 5428.982910
	Iteration 76Q: 3 clusters Score -5807901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -5807902.000000 Penalty: 5428.982910
	Iteration 77Q: 3 clusters Score -5807902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -5807901.000000 Penalty: 5428.982910
	Iteration 78Q: 3 clusters Score -5807901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -5807901.000000 Penalty: 5428.982910
	Iteration 79F: 3 clusters Score -5807901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Entering Unmasked Estep 
Score: -892284.000000 Penalty: 2251.784424
	Iteration 0F: 2 clusters Score -892284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -885456.437500 Penalty: 4503.568848
	Iteration 0F: 3 clusters Score -885456.4 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -887538.875000 Penalty: 4503.568848
	Iteration 1F: 3 clusters Score -887538.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -887869.875000 Penalty: 4503.568848
	Iteration 2F: 3 clusters Score -887869.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -888132.187500 Penalty: 4503.568848
	Iteration 3F: 3 clusters Score -888132.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -888405.875000 Penalty: 4503.568848
	Iteration 4F: 3 clusters Score -888405.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -888658.875000 Penalty: 4503.568848
	Iteration 5F: 3 clusters Score -888658.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -888873.500000 Penalty: 4503.568848
	Iteration 6Q: 3 clusters Score -888873.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -889075.375000 Penalty: 4503.568848
	Iteration 7Q: 3 clusters Score -889075.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -889233.625000 Penalty: 4503.568848
	Iteration 8Q: 3 clusters Score -889233.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -889360.000000 Penalty: 4503.568848
	Iteration 9Q: 3 clusters Score -889360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -889464.375000 Penalty: 4503.568848
	Iteration 10Q: 3 clusters Score -889464.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -889553.687500 Penalty: 4503.568848
	Iteration 11Q: 3 clusters Score -889553.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -889611.062500 Penalty: 4503.568848
	Iteration 12Q: 3 clusters Score -889611.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -889671.437500 Penalty: 4503.568848
	Iteration 13Q: 3 clusters Score -889671.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -889741.875000 Penalty: 4503.568848
	Iteration 14Q: 3 clusters Score -889741.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -889805.875000 Penalty: 4503.568848
	Iteration 15Q: 3 clusters Score -889805.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -889871.312500 Penalty: 4503.568848
	Iteration 16Q: 3 clusters Score -889871.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -889930.312500 Penalty: 4503.568848
	Iteration 17Q: 3 clusters Score -889930.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -889978.875000 Penalty: 4503.568848
	Iteration 18Q: 3 clusters Score -889978.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -890018.062500 Penalty: 4503.568848
	Iteration 19Q: 3 clusters Score -890018.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -890053.437500 Penalty: 4503.568848
	Iteration 20F: 3 clusters Score -890053.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -890088.250000 Penalty: 4503.568848
	Iteration 21Q: 3 clusters Score -890088.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -890112.437500 Penalty: 4503.568848
	Iteration 22Q: 3 clusters Score -890112.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -890136.000000 Penalty: 4503.568848
	Iteration 23Q: 3 clusters Score -890136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -890152.312500 Penalty: 4503.568848
	Iteration 24Q: 3 clusters Score -890152.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -890170.937500 Penalty: 4503.568848
	Iteration 25Q: 3 clusters Score -890170.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -890188.937500 Penalty: 4503.568848
	Iteration 26Q: 3 clusters Score -890188.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -890211.437500 Penalty: 4503.568848
	Iteration 27Q: 3 clusters Score -890211.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -890232.312500 Penalty: 4503.568848
	Iteration 28Q: 3 clusters Score -890232.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -890248.437500 Penalty: 4503.568848
	Iteration 29Q: 3 clusters Score -890248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -890257.500000 Penalty: 4503.568848
	Iteration 30Q: 3 clusters Score -890257.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -890265.937500 Penalty: 4503.568848
	Iteration 31Q: 3 clusters Score -890265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -890270.812500 Penalty: 4503.568848
	Iteration 32Q: 3 clusters Score -890270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -890279.437500 Penalty: 4503.568848
	Iteration 33Q: 3 clusters Score -890279.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -890284.125000 Penalty: 4503.568848
	Iteration 34Q: 3 clusters Score -890284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -890290.375000 Penalty: 4503.568848
	Iteration 35Q: 3 clusters Score -890290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -890293.937500 Penalty: 4503.568848
	Iteration 36Q: 3 clusters Score -890293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -890294.812500 Penalty: 4503.568848
	Iteration 37Q: 3 clusters Score -890294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -890296.937500 Penalty: 4503.568848
	Iteration 38Q: 3 clusters Score -890296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -890296.562500 Penalty: 4503.568848
	Iteration 39Q: 3 clusters Score -890296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -890297.187500 Penalty: 4503.568848
	Iteration 40F: 3 clusters Score -890297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -433097.312500 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -433097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -428980.343750 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -428980.3 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -429940.843750 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -429940.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -430159.625000 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -430159.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -430293.000000 Penalty: 4154.083496
	Iteration 3F: 3 clusters Score -430293 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -430388.968750 Penalty: 4154.083496
	Iteration 4Q: 3 clusters Score -430389 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -430451.593750 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -430451.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -430497.062500 Penalty: 4154.083496
	Iteration 6Q: 3 clusters Score -430497.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -430531.843750 Penalty: 4154.083496
	Iteration 7Q: 3 clusters Score -430531.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -430562.062500 Penalty: 4154.083496
	Iteration 8Q: 3 clusters Score -430562.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -430591.312500 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -430591.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -430619.687500 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -430619.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430647.187500 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -430647.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -430673.937500 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -430673.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -430701.062500 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -430701.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -430740.812500 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -430740.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -430777.750000 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -430777.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -430810.375000 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -430810.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -430853.437500 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -430853.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -430921.125000 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -430921.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -430976.281250 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -430976.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -431040.843750 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -431040.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -431119.781250 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -431119.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -431210.281250 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -431210.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -431295.718750 Penalty: 4154.083496
	Iteration 23Q: 3 clusters Score -431295.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -431380.250000 Penalty: 4154.083496
	Iteration 24Q: 3 clusters Score -431380.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -431440.687500 Penalty: 4154.083496
	Iteration 25Q: 3 clusters Score -431440.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -431511.500000 Penalty: 4154.083496
	Iteration 26Q: 3 clusters Score -431511.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -431580.156250 Penalty: 4154.083496
	Iteration 27Q: 3 clusters Score -431580.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -431643.125000 Penalty: 4154.083496
	Iteration 28Q: 3 clusters Score -431643.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -431715.437500 Penalty: 4154.083496
	Iteration 29Q: 3 clusters Score -431715.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -431796.343750 Penalty: 4154.083496
	Iteration 30Q: 3 clusters Score -431796.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -431861.656250 Penalty: 4154.083496
	Iteration 31Q: 3 clusters Score -431861.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -431898.750000 Penalty: 4154.083496
	Iteration 32Q: 3 clusters Score -431898.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -431928.281250 Penalty: 4154.083496
	Iteration 33Q: 3 clusters Score -431928.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -431946.437500 Penalty: 4154.083496
	Iteration 34Q: 3 clusters Score -431946.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -431959.531250 Penalty: 4154.083496
	Iteration 35Q: 3 clusters Score -431959.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -431966.750000 Penalty: 4154.083496
	Iteration 36Q: 3 clusters Score -431966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -431974.000000 Penalty: 4154.083496
	Iteration 37Q: 3 clusters Score -431974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -431978.187500 Penalty: 4154.083496
	Iteration 38Q: 3 clusters Score -431978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -431980.343750 Penalty: 4154.083496
	Iteration 39Q: 3 clusters Score -431980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -431982.343750 Penalty: 4154.083496
	Iteration 40F: 3 clusters Score -431982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -431985.343750 Penalty: 4154.083496
	Iteration 41Q: 3 clusters Score -431985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -431986.843750 Penalty: 4154.083496
	Iteration 42Q: 3 clusters Score -431986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -431992.156250 Penalty: 4154.083496
	Iteration 43Q: 3 clusters Score -431992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -432001.968750 Penalty: 4154.083496
	Iteration 44Q: 3 clusters Score -432002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -432009.000000 Penalty: 4154.083496
	Iteration 45Q: 3 clusters Score -432009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -432014.093750 Penalty: 4154.083496
	Iteration 46Q: 3 clusters Score -432014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -432018.812500 Penalty: 4154.083496
	Iteration 47Q: 3 clusters Score -432018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432020.937500 Penalty: 4154.083496
	Iteration 48Q: 3 clusters Score -432020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -432021.031250 Penalty: 4154.083496
	Iteration 49Q: 3 clusters Score -432021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -432021.031250 Penalty: 4154.083496
	Iteration 50F: 3 clusters Score -432021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Entering Unmasked Estep 
Score: -765306.875000 Penalty: 2225.830811
	Iteration 0F: 2 clusters Score -765306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -758945.812500 Penalty: 4451.661621
	Iteration 0F: 3 clusters Score -758945.8 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -760694.437500 Penalty: 4451.661621
	Iteration 1F: 3 clusters Score -760694.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -760993.000000 Penalty: 4451.661621
	Iteration 2F: 3 clusters Score -760993 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -761206.250000 Penalty: 4451.661621
	Iteration 3F: 3 clusters Score -761206.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -761376.375000 Penalty: 4451.661621
	Iteration 4Q: 3 clusters Score -761376.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -761558.437500 Penalty: 4451.661621
	Iteration 5Q: 3 clusters Score -761558.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -761738.062500 Penalty: 4451.661621
	Iteration 6Q: 3 clusters Score -761738.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -761918.187500 Penalty: 4451.661621
	Iteration 7Q: 3 clusters Score -761918.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -762122.500000 Penalty: 4451.661621
	Iteration 8Q: 3 clusters Score -762122.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -762383.687500 Penalty: 4451.661621
	Iteration 9Q: 3 clusters Score -762383.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -762736.000000 Penalty: 4451.661621
	Iteration 10Q: 3 clusters Score -762736 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -763278.625000 Penalty: 4451.661621
	Iteration 11F: 3 clusters Score -763278.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -764004.312500 Penalty: 4451.661621
	Iteration 12F: 3 clusters Score -764004.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -764542.625000 Penalty: 4451.661621
	Iteration 13Q: 3 clusters Score -764542.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -764768.562500 Penalty: 4451.661621
	Iteration 14Q: 3 clusters Score -764768.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -764853.000000 Penalty: 4451.661621
	Iteration 15Q: 3 clusters Score -764853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -764880.937500 Penalty: 4451.661621
	Iteration 16Q: 3 clusters Score -764880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -764889.937500 Penalty: 4451.661621
	Iteration 17Q: 3 clusters Score -764889.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -764902.312500 Penalty: 4451.661621
	Iteration 18Q: 3 clusters Score -764902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -764906.062500 Penalty: 4451.661621
	Iteration 19Q: 3 clusters Score -764906.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -764910.437500 Penalty: 4451.661621
	Iteration 20F: 3 clusters Score -764910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -764911.500000 Penalty: 4451.661621
	Iteration 21Q: 3 clusters Score -764911.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -764912.125000 Penalty: 4451.661621
	Iteration 22Q: 3 clusters Score -764912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -764913.875000 Penalty: 4451.661621
	Iteration 23Q: 3 clusters Score -764913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -764914.375000 Penalty: 4451.661621
	Iteration 24Q: 3 clusters Score -764914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -764914.375000 Penalty: 4451.661621
	Iteration 25F: 3 clusters Score -764914.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -182507.796875 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -182507.8 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 917 members 
Entering Unmasked Estep 
Score: -179970.656250 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -179970.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -180445.562500 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -180445.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180570.765625 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -180570.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180642.500000 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -180642.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180698.656250 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -180698.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -180748.296875 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -180748.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180794.640625 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -180794.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180836.953125 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -180837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180860.796875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -180860.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -180885.218750 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -180885.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -180916.531250 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -180916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180951.671875 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -180951.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180993.156250 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -180993.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181048.187500 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -181048.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -181107.015625 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -181107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181184.281250 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -181184.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181252.312500 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -181252.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -181310.406250 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -181310.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181380.546875 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -181380.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -181457.968750 Penalty: 3728.959717
	Iteration 19Q: 3 clusters Score -181458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -181523.687500 Penalty: 3728.959717
	Iteration 20F: 3 clusters Score -181523.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -181548.046875 Penalty: 3728.959717
	Iteration 21Q: 3 clusters Score -181548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -181567.078125 Penalty: 3728.959717
	Iteration 22Q: 3 clusters Score -181567.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -181581.109375 Penalty: 3728.959717
	Iteration 23Q: 3 clusters Score -181581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181589.234375 Penalty: 3728.959717
	Iteration 24Q: 3 clusters Score -181589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -181595.031250 Penalty: 3728.959717
	Iteration 25Q: 3 clusters Score -181595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181600.250000 Penalty: 3728.959717
	Iteration 26Q: 3 clusters Score -181600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181603.734375 Penalty: 3728.959717
	Iteration 27Q: 3 clusters Score -181603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181605.406250 Penalty: 3728.959717
	Iteration 28Q: 3 clusters Score -181605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -181608.250000 Penalty: 3728.959717
	Iteration 29Q: 3 clusters Score -181608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -181611.234375 Penalty: 3728.959717
	Iteration 30Q: 3 clusters Score -181611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -181613.062500 Penalty: 3728.959717
	Iteration 31Q: 3 clusters Score -181613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -181613.828125 Penalty: 3728.959717
	Iteration 32Q: 3 clusters Score -181613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181614.109375 Penalty: 3728.959717
	Iteration 33Q: 3 clusters Score -181614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181614.109375 Penalty: 3728.959717
	Iteration 34F: 3 clusters Score -181614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Entering Unmasked Estep 
Score: -827700.625000 Penalty: 2227.706299
	Iteration 0F: 2 clusters Score -827700.6 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 3976 members 
Entering Unmasked Estep 
Score: -821328.375000 Penalty: 4455.412598
	Iteration 0F: 3 clusters Score -821328.4 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -822974.625000 Penalty: 4455.412598
	Iteration 1F: 3 clusters Score -822974.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -823220.125000 Penalty: 4455.412598
	Iteration 2F: 3 clusters Score -823220.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -823393.062500 Penalty: 4455.412598
	Iteration 3Q: 3 clusters Score -823393.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -823511.625000 Penalty: 4455.412598
	Iteration 4Q: 3 clusters Score -823511.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -823615.375000 Penalty: 4455.412598
	Iteration 5Q: 3 clusters Score -823615.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -823699.250000 Penalty: 4455.412598
	Iteration 6Q: 3 clusters Score -823699.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -823766.125000 Penalty: 4455.412598
	Iteration 7Q: 3 clusters Score -823766.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -823829.062500 Penalty: 4455.412598
	Iteration 8Q: 3 clusters Score -823829.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -823887.687500 Penalty: 4455.412598
	Iteration 9Q: 3 clusters Score -823887.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -823938.937500 Penalty: 4455.412598
	Iteration 10Q: 3 clusters Score -823938.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -823995.625000 Penalty: 4455.412598
	Iteration 11Q: 3 clusters Score -823995.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -824052.562500 Penalty: 4455.412598
	Iteration 12Q: 3 clusters Score -824052.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -824104.562500 Penalty: 4455.412598
	Iteration 13Q: 3 clusters Score -824104.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -824137.062500 Penalty: 4455.412598
	Iteration 14Q: 3 clusters Score -824137.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -824168.875000 Penalty: 4455.412598
	Iteration 15Q: 3 clusters Score -824168.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -824194.562500 Penalty: 4455.412598
	Iteration 16Q: 3 clusters Score -824194.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -824227.937500 Penalty: 4455.412598
	Iteration 17Q: 3 clusters Score -824227.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -824263.000000 Penalty: 4455.412598
	Iteration 18Q: 3 clusters Score -824263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -824301.250000 Penalty: 4455.412598
	Iteration 19Q: 3 clusters Score -824301.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -824333.250000 Penalty: 4455.412598
	Iteration 20F: 3 clusters Score -824333.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -824368.750000 Penalty: 4455.412598
	Iteration 21Q: 3 clusters Score -824368.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -824406.250000 Penalty: 4455.412598
	Iteration 22Q: 3 clusters Score -824406.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -824460.500000 Penalty: 4455.412598
	Iteration 23Q: 3 clusters Score -824460.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -824524.187500 Penalty: 4455.412598
	Iteration 24Q: 3 clusters Score -824524.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -824595.375000 Penalty: 4455.412598
	Iteration 25Q: 3 clusters Score -824595.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -824671.937500 Penalty: 4455.412598
	Iteration 26Q: 3 clusters Score -824671.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -824754.750000 Penalty: 4455.412598
	Iteration 27Q: 3 clusters Score -824754.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -824848.250000 Penalty: 4455.412598
	Iteration 28Q: 3 clusters Score -824848.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -824963.375000 Penalty: 4455.412598
	Iteration 29Q: 3 clusters Score -824963.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -825069.187500 Penalty: 4455.412598
	Iteration 30Q: 3 clusters Score -825069.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -825180.437500 Penalty: 4455.412598
	Iteration 31Q: 3 clusters Score -825180.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -825297.250000 Penalty: 4455.412598
	Iteration 32Q: 3 clusters Score -825297.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -825399.687500 Penalty: 4455.412598
	Iteration 33Q: 3 clusters Score -825399.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -825500.937500 Penalty: 4455.412598
	Iteration 34Q: 3 clusters Score -825500.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -825601.562500 Penalty: 4455.412598
	Iteration 35Q: 3 clusters Score -825601.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -825672.500000 Penalty: 4455.412598
	Iteration 36Q: 3 clusters Score -825672.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -825716.500000 Penalty: 4455.412598
	Iteration 37Q: 3 clusters Score -825716.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -825752.250000 Penalty: 4455.412598
	Iteration 38Q: 3 clusters Score -825752.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -825768.812500 Penalty: 4455.412598
	Iteration 39Q: 3 clusters Score -825768.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -825786.875000 Penalty: 4455.412598
	Iteration 40F: 3 clusters Score -825786.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -825803.625000 Penalty: 4455.412598
	Iteration 41Q: 3 clusters Score -825803.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -825812.750000 Penalty: 4455.412598
	Iteration 42Q: 3 clusters Score -825812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -825820.812500 Penalty: 4455.412598
	Iteration 43Q: 3 clusters Score -825820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -825824.000000 Penalty: 4455.412598
	Iteration 44Q: 3 clusters Score -825824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -825830.500000 Penalty: 4455.412598
	Iteration 45Q: 3 clusters Score -825830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -825836.250000 Penalty: 4455.412598
	Iteration 46Q: 3 clusters Score -825836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -825841.000000 Penalty: 4455.412598
	Iteration 47Q: 3 clusters Score -825841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -825845.062500 Penalty: 4455.412598
	Iteration 48Q: 3 clusters Score -825845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -825854.375000 Penalty: 4455.412598
	Iteration 49Q: 3 clusters Score -825854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -825856.500000 Penalty: 4455.412598
	Iteration 50Q: 3 clusters Score -825856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -825857.937500 Penalty: 4455.412598
	Iteration 51Q: 3 clusters Score -825857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -825862.187500 Penalty: 4455.412598
	Iteration 52Q: 3 clusters Score -825862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -825866.250000 Penalty: 4455.412598
	Iteration 53Q: 3 clusters Score -825866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -825872.687500 Penalty: 4455.412598
	Iteration 54Q: 3 clusters Score -825872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -825875.250000 Penalty: 4455.412598
	Iteration 55Q: 3 clusters Score -825875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -825880.187500 Penalty: 4455.412598
	Iteration 56Q: 3 clusters Score -825880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -825882.625000 Penalty: 4455.412598
	Iteration 57Q: 3 clusters Score -825882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -825884.125000 Penalty: 4455.412598
	Iteration 58Q: 3 clusters Score -825884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -825886.125000 Penalty: 4455.412598
	Iteration 59Q: 3 clusters Score -825886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -825886.125000 Penalty: 4455.412598
	Iteration 60F: 3 clusters Score -825886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Entering Unmasked Estep 
Score: -725018.625000 Penalty: 2215.744873
	Iteration 0F: 2 clusters Score -725018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -718914.875000 Penalty: 4431.489746
	Iteration 0F: 3 clusters Score -718914.9 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -720662.062500 Penalty: 4431.489746
	Iteration 1F: 3 clusters Score -720662.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -721055.187500 Penalty: 4431.489746
	Iteration 2F: 3 clusters Score -721055.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -721325.812500 Penalty: 4431.489746
	Iteration 3F: 3 clusters Score -721325.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -721552.500000 Penalty: 4431.489746
	Iteration 4Q: 3 clusters Score -721552.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -721733.312500 Penalty: 4431.489746
	Iteration 5Q: 3 clusters Score -721733.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -721895.687500 Penalty: 4431.489746
	Iteration 6Q: 3 clusters Score -721895.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -722055.500000 Penalty: 4431.489746
	Iteration 7Q: 3 clusters Score -722055.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -722210.125000 Penalty: 4431.489746
	Iteration 8Q: 3 clusters Score -722210.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -722360.500000 Penalty: 4431.489746
	Iteration 9Q: 3 clusters Score -722360.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -722514.312500 Penalty: 4431.489746
	Iteration 10Q: 3 clusters Score -722514.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -722663.750000 Penalty: 4431.489746
	Iteration 11Q: 3 clusters Score -722663.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -722801.125000 Penalty: 4431.489746
	Iteration 12Q: 3 clusters Score -722801.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -722927.437500 Penalty: 4431.489746
	Iteration 13Q: 3 clusters Score -722927.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -723044.437500 Penalty: 4431.489746
	Iteration 14Q: 3 clusters Score -723044.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -723142.750000 Penalty: 4431.489746
	Iteration 15Q: 3 clusters Score -723142.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -723221.687500 Penalty: 4431.489746
	Iteration 16Q: 3 clusters Score -723221.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -723281.312500 Penalty: 4431.489746
	Iteration 17Q: 3 clusters Score -723281.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -723324.250000 Penalty: 4431.489746
	Iteration 18Q: 3 clusters Score -723324.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -723362.937500 Penalty: 4431.489746
	Iteration 19Q: 3 clusters Score -723362.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -723401.187500 Penalty: 4431.489746
	Iteration 20F: 3 clusters Score -723401.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -723428.937500 Penalty: 4431.489746
	Iteration 21Q: 3 clusters Score -723428.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -723453.812500 Penalty: 4431.489746
	Iteration 22Q: 3 clusters Score -723453.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -723475.375000 Penalty: 4431.489746
	Iteration 23Q: 3 clusters Score -723475.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -723495.312500 Penalty: 4431.489746
	Iteration 24Q: 3 clusters Score -723495.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -723508.062500 Penalty: 4431.489746
	Iteration 25Q: 3 clusters Score -723508.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -723517.062500 Penalty: 4431.489746
	Iteration 26Q: 3 clusters Score -723517.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -723528.312500 Penalty: 4431.489746
	Iteration 27Q: 3 clusters Score -723528.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -723538.750000 Penalty: 4431.489746
	Iteration 28Q: 3 clusters Score -723538.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -723547.750000 Penalty: 4431.489746
	Iteration 29Q: 3 clusters Score -723547.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -723557.000000 Penalty: 4431.489746
	Iteration 30Q: 3 clusters Score -723557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -723566.375000 Penalty: 4431.489746
	Iteration 31Q: 3 clusters Score -723566.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -723579.937500 Penalty: 4431.489746
	Iteration 32Q: 3 clusters Score -723579.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -723594.750000 Penalty: 4431.489746
	Iteration 33Q: 3 clusters Score -723594.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -723603.937500 Penalty: 4431.489746
	Iteration 34Q: 3 clusters Score -723603.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -723612.000000 Penalty: 4431.489746
	Iteration 35Q: 3 clusters Score -723612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -723616.187500 Penalty: 4431.489746
	Iteration 36Q: 3 clusters Score -723616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -723626.000000 Penalty: 4431.489746
	Iteration 37Q: 3 clusters Score -723626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -723631.000000 Penalty: 4431.489746
	Iteration 38Q: 3 clusters Score -723631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -723635.437500 Penalty: 4431.489746
	Iteration 39Q: 3 clusters Score -723635.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -723640.437500 Penalty: 4431.489746
	Iteration 40F: 3 clusters Score -723640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -723643.937500 Penalty: 4431.489746
	Iteration 41Q: 3 clusters Score -723643.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -723650.125000 Penalty: 4431.489746
	Iteration 42Q: 3 clusters Score -723650.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -723654.875000 Penalty: 4431.489746
	Iteration 43Q: 3 clusters Score -723654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -723661.437500 Penalty: 4431.489746
	Iteration 44Q: 3 clusters Score -723661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -723664.687500 Penalty: 4431.489746
	Iteration 45Q: 3 clusters Score -723664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -723669.500000 Penalty: 4431.489746
	Iteration 46Q: 3 clusters Score -723669.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -723674.937500 Penalty: 4431.489746
	Iteration 47Q: 3 clusters Score -723674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -723677.000000 Penalty: 4431.489746
	Iteration 48Q: 3 clusters Score -723677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -723683.500000 Penalty: 4431.489746
	Iteration 49Q: 3 clusters Score -723683.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -723691.437500 Penalty: 4431.489746
	Iteration 50Q: 3 clusters Score -723691.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -723697.437500 Penalty: 4431.489746
	Iteration 51Q: 3 clusters Score -723697.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -723705.625000 Penalty: 4431.489746
	Iteration 52Q: 3 clusters Score -723705.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -723713.750000 Penalty: 4431.489746
	Iteration 53Q: 3 clusters Score -723713.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -723722.750000 Penalty: 4431.489746
	Iteration 54Q: 3 clusters Score -723722.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -723733.062500 Penalty: 4431.489746
	Iteration 55Q: 3 clusters Score -723733.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -723738.812500 Penalty: 4431.489746
	Iteration 56Q: 3 clusters Score -723738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -723742.812500 Penalty: 4431.489746
	Iteration 57Q: 3 clusters Score -723742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -723747.750000 Penalty: 4431.489746
	Iteration 58Q: 3 clusters Score -723747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -723746.750000 Penalty: 4431.489746
	Iteration 59Q: 3 clusters Score -723746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -723748.562500 Penalty: 4431.489746
	Iteration 60F: 3 clusters Score -723748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -723749.625000 Penalty: 4431.489746
	Iteration 61Q: 3 clusters Score -723749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -723753.000000 Penalty: 4431.489746
	Iteration 62Q: 3 clusters Score -723753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -723752.875000 Penalty: 4431.489746
	Iteration 63Q: 3 clusters Score -723752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -723754.312500 Penalty: 4431.489746
	Iteration 64Q: 3 clusters Score -723754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -723757.125000 Penalty: 4431.489746
	Iteration 65Q: 3 clusters Score -723757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -723758.000000 Penalty: 4431.489746
	Iteration 66Q: 3 clusters Score -723758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -723760.625000 Penalty: 4431.489746
	Iteration 67Q: 3 clusters Score -723760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -723762.000000 Penalty: 4431.489746
	Iteration 68Q: 3 clusters Score -723762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -723764.500000 Penalty: 4431.489746
	Iteration 69Q: 3 clusters Score -723764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -723766.062500 Penalty: 4431.489746
	Iteration 70Q: 3 clusters Score -723766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -723771.125000 Penalty: 4431.489746
	Iteration 71Q: 3 clusters Score -723771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -723773.375000 Penalty: 4431.489746
	Iteration 72Q: 3 clusters Score -723773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -723774.250000 Penalty: 4431.489746
	Iteration 73Q: 3 clusters Score -723774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -723775.125000 Penalty: 4431.489746
	Iteration 74Q: 3 clusters Score -723775.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -723775.500000 Penalty: 4431.489746
	Iteration 75Q: 3 clusters Score -723775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -723777.562500 Penalty: 4431.489746
	Iteration 76Q: 3 clusters Score -723777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -723779.562500 Penalty: 4431.489746
	Iteration 77Q: 3 clusters Score -723779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -723779.750000 Penalty: 4431.489746
	Iteration 78Q: 3 clusters Score -723779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -723780.375000 Penalty: 4431.489746
	Iteration 79Q: 3 clusters Score -723780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -723780.500000 Penalty: 4431.489746
	Iteration 80F: 3 clusters Score -723780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -723781.750000 Penalty: 4431.489746
	Iteration 81Q: 3 clusters Score -723781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -723783.687500 Penalty: 4431.489746
	Iteration 82Q: 3 clusters Score -723783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -723785.687500 Penalty: 4431.489746
	Iteration 83Q: 3 clusters Score -723785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -723784.687500 Penalty: 4431.489746
	Iteration 84Q: 3 clusters Score -723784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -723786.375000 Penalty: 4431.489746
	Iteration 85Q: 3 clusters Score -723786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -723790.437500 Penalty: 4431.489746
	Iteration 86Q: 3 clusters Score -723790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -723797.687500 Penalty: 4431.489746
	Iteration 87Q: 3 clusters Score -723797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -723804.437500 Penalty: 4431.489746
	Iteration 88Q: 3 clusters Score -723804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -723809.937500 Penalty: 4431.489746
	Iteration 89Q: 3 clusters Score -723809.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -723812.312500 Penalty: 4431.489746
	Iteration 90Q: 3 clusters Score -723812.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -723820.125000 Penalty: 4431.489746
	Iteration 91Q: 3 clusters Score -723820.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -723821.875000 Penalty: 4431.489746
	Iteration 92Q: 3 clusters Score -723821.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -723825.937500 Penalty: 4431.489746
	Iteration 93Q: 3 clusters Score -723825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -723828.250000 Penalty: 4431.489746
	Iteration 94Q: 3 clusters Score -723828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -723828.687500 Penalty: 4431.489746
	Iteration 95Q: 3 clusters Score -723828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -723831.687500 Penalty: 4431.489746
	Iteration 96Q: 3 clusters Score -723831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -723831.562500 Penalty: 4431.489746
	Iteration 97Q: 3 clusters Score -723831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -723834.812500 Penalty: 4431.489746
	Iteration 98Q: 3 clusters Score -723834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -723837.000000 Penalty: 4431.489746
	Iteration 99Q: 3 clusters Score -723837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -723839.000000 Penalty: 4431.489746
	Iteration 100F: 3 clusters Score -723839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -723838.437500 Penalty: 4431.489746
	Iteration 101Q: 3 clusters Score -723838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -723842.500000 Penalty: 4431.489746
	Iteration 102Q: 3 clusters Score -723842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -723843.687500 Penalty: 4431.489746
	Iteration 103Q: 3 clusters Score -723843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -723843.687500 Penalty: 4431.489746
	Iteration 104F: 3 clusters Score -723843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1509115.000000 Penalty: 2384.703125
	Iteration 0F: 2 clusters Score -1509115 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 7484 members 
Entering Unmasked Estep 
Score: -1498239.125000 Penalty: 4769.406250
	Iteration 0F: 3 clusters Score -1498239 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1501634.750000 Penalty: 4769.406250
	Iteration 1F: 3 clusters Score -1501635 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1502064.000000 Penalty: 4769.406250
	Iteration 2F: 3 clusters Score -1502064 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1502440.375000 Penalty: 4769.406250
	Iteration 3F: 3 clusters Score -1502440 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1502791.250000 Penalty: 4769.406250
	Iteration 4Q: 3 clusters Score -1502791 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1503106.000000 Penalty: 4769.406250
	Iteration 5Q: 3 clusters Score -1503106 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1503389.625000 Penalty: 4769.406250
	Iteration 6Q: 3 clusters Score -1503390 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1503654.375000 Penalty: 4769.406250
	Iteration 7Q: 3 clusters Score -1503654 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1503913.500000 Penalty: 4769.406250
	Iteration 8Q: 3 clusters Score -1503914 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1504200.875000 Penalty: 4769.406250
	Iteration 9Q: 3 clusters Score -1504201 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1504472.250000 Penalty: 4769.406250
	Iteration 10Q: 3 clusters Score -1504472 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1504700.000000 Penalty: 4769.406250
	Iteration 11Q: 3 clusters Score -1504700 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1504911.250000 Penalty: 4769.406250
	Iteration 12Q: 3 clusters Score -1504911 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1505071.625000 Penalty: 4769.406250
	Iteration 13Q: 3 clusters Score -1505072 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1505191.875000 Penalty: 4769.406250
	Iteration 14Q: 3 clusters Score -1505192 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1505294.625000 Penalty: 4769.406250
	Iteration 15Q: 3 clusters Score -1505295 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1505376.375000 Penalty: 4769.406250
	Iteration 16Q: 3 clusters Score -1505376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1505459.875000 Penalty: 4769.406250
	Iteration 17Q: 3 clusters Score -1505460 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1505545.625000 Penalty: 4769.406250
	Iteration 18Q: 3 clusters Score -1505546 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1505610.750000 Penalty: 4769.406250
	Iteration 19Q: 3 clusters Score -1505611 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1505676.250000 Penalty: 4769.406250
	Iteration 20F: 3 clusters Score -1505676 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1505735.125000 Penalty: 4769.406250
	Iteration 21Q: 3 clusters Score -1505735 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1505788.625000 Penalty: 4769.406250
	Iteration 22Q: 3 clusters Score -1505789 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1505846.250000 Penalty: 4769.406250
	Iteration 23Q: 3 clusters Score -1505846 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1505905.750000 Penalty: 4769.406250
	Iteration 24Q: 3 clusters Score -1505906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1505962.875000 Penalty: 4769.406250
	Iteration 25Q: 3 clusters Score -1505963 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1506020.875000 Penalty: 4769.406250
	Iteration 26Q: 3 clusters Score -1506021 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1506069.625000 Penalty: 4769.406250
	Iteration 27Q: 3 clusters Score -1506070 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1506139.875000 Penalty: 4769.406250
	Iteration 28Q: 3 clusters Score -1506140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1506227.000000 Penalty: 4769.406250
	Iteration 29Q: 3 clusters Score -1506227 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1506328.625000 Penalty: 4769.406250
	Iteration 30Q: 3 clusters Score -1506329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1506435.125000 Penalty: 4769.406250
	Iteration 31Q: 3 clusters Score -1506435 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1506514.500000 Penalty: 4769.406250
	Iteration 32Q: 3 clusters Score -1506514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1506606.375000 Penalty: 4769.406250
	Iteration 33Q: 3 clusters Score -1506606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1506668.875000 Penalty: 4769.406250
	Iteration 34Q: 3 clusters Score -1506669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1506716.125000 Penalty: 4769.406250
	Iteration 35Q: 3 clusters Score -1506716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1506760.625000 Penalty: 4769.406250
	Iteration 36Q: 3 clusters Score -1506761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1506798.125000 Penalty: 4769.406250
	Iteration 37Q: 3 clusters Score -1506798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1506818.500000 Penalty: 4769.406250
	Iteration 38Q: 3 clusters Score -1506818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1506837.875000 Penalty: 4769.406250
	Iteration 39Q: 3 clusters Score -1506838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1506853.000000 Penalty: 4769.406250
	Iteration 40F: 3 clusters Score -1506853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1506868.500000 Penalty: 4769.406250
	Iteration 41Q: 3 clusters Score -1506868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1506882.750000 Penalty: 4769.406250
	Iteration 42Q: 3 clusters Score -1506883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1506893.875000 Penalty: 4769.406250
	Iteration 43Q: 3 clusters Score -1506894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1506899.875000 Penalty: 4769.406250
	Iteration 44Q: 3 clusters Score -1506900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1506907.250000 Penalty: 4769.406250
	Iteration 45Q: 3 clusters Score -1506907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1506912.125000 Penalty: 4769.406250
	Iteration 46Q: 3 clusters Score -1506912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1506920.000000 Penalty: 4769.406250
	Iteration 47Q: 3 clusters Score -1506920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1506923.875000 Penalty: 4769.406250
	Iteration 48Q: 3 clusters Score -1506924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1506925.250000 Penalty: 4769.406250
	Iteration 49Q: 3 clusters Score -1506925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1506925.375000 Penalty: 4769.406250
	Iteration 50Q: 3 clusters Score -1506925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1506929.000000 Penalty: 4769.406250
	Iteration 51Q: 3 clusters Score -1506929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1506933.500000 Penalty: 4769.406250
	Iteration 52Q: 3 clusters Score -1506934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1506932.750000 Penalty: 4769.406250
	Iteration 53Q: 3 clusters Score -1506933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1506934.125000 Penalty: 4769.406250
	Iteration 54Q: 3 clusters Score -1506934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1506938.375000 Penalty: 4769.406250
	Iteration 55Q: 3 clusters Score -1506938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1506940.500000 Penalty: 4769.406250
	Iteration 56Q: 3 clusters Score -1506940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1506940.500000 Penalty: 4769.406250
	Iteration 57Q: 3 clusters Score -1506940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1506941.500000 Penalty: 4769.406250
	Iteration 58Q: 3 clusters Score -1506942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1506942.875000 Penalty: 4769.406250
	Iteration 59Q: 3 clusters Score -1506943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1506945.625000 Penalty: 4769.406250
	Iteration 60F: 3 clusters Score -1506946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1506950.250000 Penalty: 4769.406250
	Iteration 61Q: 3 clusters Score -1506950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1506950.375000 Penalty: 4769.406250
	Iteration 62Q: 3 clusters Score -1506950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1506953.625000 Penalty: 4769.406250
	Iteration 63Q: 3 clusters Score -1506954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1506956.125000 Penalty: 4769.406250
	Iteration 64Q: 3 clusters Score -1506956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1506960.625000 Penalty: 4769.406250
	Iteration 65Q: 3 clusters Score -1506961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1506969.875000 Penalty: 4769.406250
	Iteration 66Q: 3 clusters Score -1506970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1506975.125000 Penalty: 4769.406250
	Iteration 67Q: 3 clusters Score -1506975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1506973.125000 Penalty: 4769.406250
	Iteration 68Q: 3 clusters Score -1506973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1506978.750000 Penalty: 4769.406250
	Iteration 69Q: 3 clusters Score -1506979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1506979.500000 Penalty: 4769.406250
	Iteration 70Q: 3 clusters Score -1506980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1506981.500000 Penalty: 4769.406250
	Iteration 71Q: 3 clusters Score -1506982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1506986.875000 Penalty: 4769.406250
	Iteration 72Q: 3 clusters Score -1506987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1506988.625000 Penalty: 4769.406250
	Iteration 73Q: 3 clusters Score -1506989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1506991.000000 Penalty: 4769.406250
	Iteration 74Q: 3 clusters Score -1506991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1506994.375000 Penalty: 4769.406250
	Iteration 75Q: 3 clusters Score -1506994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1506996.250000 Penalty: 4769.406250
	Iteration 76Q: 3 clusters Score -1506996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1507000.625000 Penalty: 4769.406250
	Iteration 77Q: 3 clusters Score -1507001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1507000.250000 Penalty: 4769.406250
	Iteration 78Q: 3 clusters Score -1507000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1507002.750000 Penalty: 4769.406250
	Iteration 79Q: 3 clusters Score -1507003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1507007.500000 Penalty: 4769.406250
	Iteration 80F: 3 clusters Score -1507008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1507008.875000 Penalty: 4769.406250
	Iteration 81Q: 3 clusters Score -1507009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1507010.750000 Penalty: 4769.406250
	Iteration 82Q: 3 clusters Score -1507011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1507011.250000 Penalty: 4769.406250
	Iteration 83Q: 3 clusters Score -1507011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1507015.750000 Penalty: 4769.406250
	Iteration 84Q: 3 clusters Score -1507016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1507016.125000 Penalty: 4769.406250
	Iteration 85Q: 3 clusters Score -1507016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1507019.250000 Penalty: 4769.406250
	Iteration 86Q: 3 clusters Score -1507019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1507019.250000 Penalty: 4769.406250
	Iteration 87Q: 3 clusters Score -1507019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1507017.500000 Penalty: 4769.406250
	Iteration 88Q: 3 clusters Score -1507018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1507017.500000 Penalty: 4769.406250
	Iteration 89F: 3 clusters Score -1507018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -312083.031250 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -312083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -308320.937500 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -308320.9 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -309675.593750 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -309675.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -310471.250000 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -310471.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -311028.187500 Penalty: 4084.739014
	Iteration 3F: 3 clusters Score -311028.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -311380.500000 Penalty: 4084.739014
	Iteration 4F: 3 clusters Score -311380.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -311591.250000 Penalty: 4084.739014
	Iteration 5F: 3 clusters Score -311591.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -311712.312500 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -311712.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -311795.187500 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -311795.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -311848.156250 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -311848.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -311892.906250 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -311892.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -311929.281250 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -311929.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -311953.218750 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -311953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -311962.562500 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -311962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -311966.125000 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -311966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -311967.593750 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -311967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -311968.125000 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -311968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -311968.656250 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -311968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -311968.906250 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -311968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -311968.906250 Penalty: 4084.739014
	Iteration 18F: 3 clusters Score -311968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Entering Unmasked Estep 
Score: -4398709.000000 Penalty: 2646.212402
	Iteration 0F: 2 clusters Score -4398709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4369769.000000 Penalty: 5292.424805
	Iteration 0F: 3 clusters Score -4369769 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4380582.000000 Penalty: 5292.424805
	Iteration 1F: 3 clusters Score -4380582 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4381114.500000 Penalty: 5292.424805
	Iteration 2Q: 3 clusters Score -4381114 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4381614.000000 Penalty: 5292.424805
	Iteration 3Q: 3 clusters Score -4381614 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4382215.500000 Penalty: 5292.424805
	Iteration 4Q: 3 clusters Score -4382216 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4382967.500000 Penalty: 5292.424805
	Iteration 5Q: 3 clusters Score -4382968 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4383965.500000 Penalty: 5292.424805
	Iteration 6Q: 3 clusters Score -4383966 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4385265.500000 Penalty: 5292.424805
	Iteration 7F: 3 clusters Score -4385266 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4386702.500000 Penalty: 5292.424805
	Iteration 8F: 3 clusters Score -4386702 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4388138.000000 Penalty: 5292.424805
	Iteration 9F: 3 clusters Score -4388138 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4389430.000000 Penalty: 5292.424805
	Iteration 10F: 3 clusters Score -4389430 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4390590.000000 Penalty: 5292.424805
	Iteration 11Q: 3 clusters Score -4390590 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4391739.000000 Penalty: 5292.424805
	Iteration 12Q: 3 clusters Score -4391739 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4392827.000000 Penalty: 5292.424805
	Iteration 13Q: 3 clusters Score -4392827 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4393751.500000 Penalty: 5292.424805
	Iteration 14Q: 3 clusters Score -4393752 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4394344.500000 Penalty: 5292.424805
	Iteration 15Q: 3 clusters Score -4394344 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4394757.000000 Penalty: 5292.424805
	Iteration 16Q: 3 clusters Score -4394757 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4395037.000000 Penalty: 5292.424805
	Iteration 17Q: 3 clusters Score -4395037 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4395279.500000 Penalty: 5292.424805
	Iteration 18Q: 3 clusters Score -4395280 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4395469.500000 Penalty: 5292.424805
	Iteration 19Q: 3 clusters Score -4395470 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4395617.500000 Penalty: 5292.424805
	Iteration 20F: 3 clusters Score -4395618 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4395734.500000 Penalty: 5292.424805
	Iteration 21Q: 3 clusters Score -4395734 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4395843.000000 Penalty: 5292.424805
	Iteration 22Q: 3 clusters Score -4395843 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4395913.500000 Penalty: 5292.424805
	Iteration 23Q: 3 clusters Score -4395914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4395994.500000 Penalty: 5292.424805
	Iteration 24Q: 3 clusters Score -4395994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4396058.000000 Penalty: 5292.424805
	Iteration 25Q: 3 clusters Score -4396058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4396111.500000 Penalty: 5292.424805
	Iteration 26Q: 3 clusters Score -4396112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4396143.500000 Penalty: 5292.424805
	Iteration 27Q: 3 clusters Score -4396144 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4396174.000000 Penalty: 5292.424805
	Iteration 28Q: 3 clusters Score -4396174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4396225.000000 Penalty: 5292.424805
	Iteration 29Q: 3 clusters Score -4396225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4396244.500000 Penalty: 5292.424805
	Iteration 30Q: 3 clusters Score -4396244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4396267.000000 Penalty: 5292.424805
	Iteration 31Q: 3 clusters Score -4396267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4396288.500000 Penalty: 5292.424805
	Iteration 32Q: 3 clusters Score -4396288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4396314.000000 Penalty: 5292.424805
	Iteration 33Q: 3 clusters Score -4396314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4396335.500000 Penalty: 5292.424805
	Iteration 34Q: 3 clusters Score -4396336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4396345.000000 Penalty: 5292.424805
	Iteration 35Q: 3 clusters Score -4396345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4396370.500000 Penalty: 5292.424805
	Iteration 36Q: 3 clusters Score -4396370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4396388.500000 Penalty: 5292.424805
	Iteration 37Q: 3 clusters Score -4396388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4396412.000000 Penalty: 5292.424805
	Iteration 38Q: 3 clusters Score -4396412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4396430.500000 Penalty: 5292.424805
	Iteration 39Q: 3 clusters Score -4396430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4396440.000000 Penalty: 5292.424805
	Iteration 40F: 3 clusters Score -4396440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4396441.500000 Penalty: 5292.424805
	Iteration 41Q: 3 clusters Score -4396442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4396442.000000 Penalty: 5292.424805
	Iteration 42Q: 3 clusters Score -4396442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4396452.000000 Penalty: 5292.424805
	Iteration 43Q: 3 clusters Score -4396452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4396454.000000 Penalty: 5292.424805
	Iteration 44Q: 3 clusters Score -4396454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4396473.500000 Penalty: 5292.424805
	Iteration 45Q: 3 clusters Score -4396474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4396474.000000 Penalty: 5292.424805
	Iteration 46Q: 3 clusters Score -4396474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4396478.500000 Penalty: 5292.424805
	Iteration 47Q: 3 clusters Score -4396478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4396475.000000 Penalty: 5292.424805
	Iteration 48Q: 3 clusters Score -4396475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4396471.500000 Penalty: 5292.424805
	Iteration 49Q: 3 clusters Score -4396472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4396477.500000 Penalty: 5292.424805
	Iteration 50Q: 3 clusters Score -4396478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4396473.500000 Penalty: 5292.424805
	Iteration 51Q: 3 clusters Score -4396474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4396480.500000 Penalty: 5292.424805
	Iteration 52Q: 3 clusters Score -4396480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4396475.000000 Penalty: 5292.424805
	Iteration 53Q: 3 clusters Score -4396475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4396479.500000 Penalty: 5292.424805
	Iteration 54Q: 3 clusters Score -4396480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4396484.500000 Penalty: 5292.424805
	Iteration 55Q: 3 clusters Score -4396484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4396488.500000 Penalty: 5292.424805
	Iteration 56Q: 3 clusters Score -4396488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4396486.500000 Penalty: 5292.424805
	Iteration 57Q: 3 clusters Score -4396486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4396486.500000 Penalty: 5292.424805
	Iteration 58Q: 3 clusters Score -4396486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4396495.500000 Penalty: 5292.424805
	Iteration 59Q: 3 clusters Score -4396496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4396500.000000 Penalty: 5292.424805
	Iteration 60F: 3 clusters Score -4396500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4396502.500000 Penalty: 5292.424805
	Iteration 61Q: 3 clusters Score -4396502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4396507.500000 Penalty: 5292.424805
	Iteration 62Q: 3 clusters Score -4396508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4396506.500000 Penalty: 5292.424805
	Iteration 63Q: 3 clusters Score -4396506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4396508.000000 Penalty: 5292.424805
	Iteration 64Q: 3 clusters Score -4396508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4396508.000000 Penalty: 5292.424805
	Iteration 65Q: 3 clusters Score -4396508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4396509.000000 Penalty: 5292.424805
	Iteration 66Q: 3 clusters Score -4396509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4396512.500000 Penalty: 5292.424805
	Iteration 67Q: 3 clusters Score -4396512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4396515.000000 Penalty: 5292.424805
	Iteration 68Q: 3 clusters Score -4396515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4396518.500000 Penalty: 5292.424805
	Iteration 69Q: 3 clusters Score -4396518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4396520.000000 Penalty: 5292.424805
	Iteration 70Q: 3 clusters Score -4396520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4396516.000000 Penalty: 5292.424805
	Iteration 71Q: 3 clusters Score -4396516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4396522.000000 Penalty: 5292.424805
	Iteration 72Q: 3 clusters Score -4396522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4396521.500000 Penalty: 5292.424805
	Iteration 73Q: 3 clusters Score -4396522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4396525.500000 Penalty: 5292.424805
	Iteration 74Q: 3 clusters Score -4396526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4396526.000000 Penalty: 5292.424805
	Iteration 75Q: 3 clusters Score -4396526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4396529.000000 Penalty: 5292.424805
	Iteration 76Q: 3 clusters Score -4396529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4396529.000000 Penalty: 5292.424805
	Iteration 77Q: 3 clusters Score -4396529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4396530.500000 Penalty: 5292.424805
	Iteration 78Q: 3 clusters Score -4396530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4396528.000000 Penalty: 5292.424805
	Iteration 79Q: 3 clusters Score -4396528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4396531.500000 Penalty: 5292.424805
	Iteration 80F: 3 clusters Score -4396532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4396531.500000 Penalty: 5292.424805
	Iteration 81Q: 3 clusters Score -4396532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4396535.500000 Penalty: 5292.424805
	Iteration 82Q: 3 clusters Score -4396536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4396535.500000 Penalty: 5292.424805
	Iteration 83F: 3 clusters Score -4396536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -489294.812500 Penalty: 2115.809570
	Iteration 0F: 2 clusters Score -489294.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -484749.343750 Penalty: 4231.619141
	Iteration 0F: 3 clusters Score -484749.3 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -486006.062500 Penalty: 4231.619141
	Iteration 1F: 3 clusters Score -486006.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -486494.593750 Penalty: 4231.619141
	Iteration 2F: 3 clusters Score -486494.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -487054.750000 Penalty: 4231.619141
	Iteration 3F: 3 clusters Score -487054.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -487606.250000 Penalty: 4231.619141
	Iteration 4F: 3 clusters Score -487606.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -487873.531250 Penalty: 4231.619141
	Iteration 5F: 3 clusters Score -487873.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -487984.843750 Penalty: 4231.619141
	Iteration 6Q: 3 clusters Score -487984.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -488041.812500 Penalty: 4231.619141
	Iteration 7Q: 3 clusters Score -488041.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -488073.468750 Penalty: 4231.619141
	Iteration 8Q: 3 clusters Score -488073.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -488095.937500 Penalty: 4231.619141
	Iteration 9Q: 3 clusters Score -488095.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -488109.531250 Penalty: 4231.619141
	Iteration 10Q: 3 clusters Score -488109.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -488117.718750 Penalty: 4231.619141
	Iteration 11Q: 3 clusters Score -488117.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -488125.343750 Penalty: 4231.619141
	Iteration 12Q: 3 clusters Score -488125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -488128.406250 Penalty: 4231.619141
	Iteration 13Q: 3 clusters Score -488128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -488129.750000 Penalty: 4231.619141
	Iteration 14Q: 3 clusters Score -488129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -488130.843750 Penalty: 4231.619141
	Iteration 15Q: 3 clusters Score -488130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -488132.250000 Penalty: 4231.619141
	Iteration 16Q: 3 clusters Score -488132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -488132.031250 Penalty: 4231.619141
	Iteration 17Q: 3 clusters Score -488132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -488132.031250 Penalty: 4231.619141
	Iteration 18F: 3 clusters Score -488132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Entering Unmasked Estep 
Score: -3626725.250000 Penalty: 2594.275146
	Iteration 0F: 2 clusters Score -3626725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3603199.500000 Penalty: 5188.550293
	Iteration 0F: 3 clusters Score -3603200 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3611537.250000 Penalty: 5188.550293
	Iteration 1F: 3 clusters Score -3611537 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3611975.750000 Penalty: 5188.550293
	Iteration 2Q: 3 clusters Score -3611976 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3612429.500000 Penalty: 5188.550293
	Iteration 3Q: 3 clusters Score -3612430 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3612957.750000 Penalty: 5188.550293
	Iteration 4Q: 3 clusters Score -3612958 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3613619.000000 Penalty: 5188.550293
	Iteration 5Q: 3 clusters Score -3613619 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3614310.250000 Penalty: 5188.550293
	Iteration 6Q: 3 clusters Score -3614310 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3615093.250000 Penalty: 5188.550293
	Iteration 7Q: 3 clusters Score -3615093 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3615942.000000 Penalty: 5188.550293
	Iteration 8Q: 3 clusters Score -3615942 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3616880.500000 Penalty: 5188.550293
	Iteration 9Q: 3 clusters Score -3616880 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3617954.000000 Penalty: 5188.550293
	Iteration 10Q: 3 clusters Score -3617954 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3619136.500000 Penalty: 5188.550293
	Iteration 11F: 3 clusters Score -3619136 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3620330.250000 Penalty: 5188.550293
	Iteration 12F: 3 clusters Score -3620330 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3621296.500000 Penalty: 5188.550293
	Iteration 13Q: 3 clusters Score -3621296 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3621871.500000 Penalty: 5188.550293
	Iteration 14Q: 3 clusters Score -3621872 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3622243.250000 Penalty: 5188.550293
	Iteration 15Q: 3 clusters Score -3622243 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3622421.750000 Penalty: 5188.550293
	Iteration 16Q: 3 clusters Score -3622422 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3622549.750000 Penalty: 5188.550293
	Iteration 17Q: 3 clusters Score -3622550 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3622640.250000 Penalty: 5188.550293
	Iteration 18Q: 3 clusters Score -3622640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3622714.750000 Penalty: 5188.550293
	Iteration 19Q: 3 clusters Score -3622715 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3622778.250000 Penalty: 5188.550293
	Iteration 20F: 3 clusters Score -3622778 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3622807.250000 Penalty: 5188.550293
	Iteration 21Q: 3 clusters Score -3622807 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3622850.750000 Penalty: 5188.550293
	Iteration 22Q: 3 clusters Score -3622851 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3622853.500000 Penalty: 5188.550293
	Iteration 23Q: 3 clusters Score -3622854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3622890.250000 Penalty: 5188.550293
	Iteration 24Q: 3 clusters Score -3622890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3622892.500000 Penalty: 5188.550293
	Iteration 25Q: 3 clusters Score -3622892 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3622890.750000 Penalty: 5188.550293
	Iteration 26Q: 3 clusters Score -3622891 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3622904.000000 Penalty: 5188.550293
	Iteration 27Q: 3 clusters Score -3622904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3622912.250000 Penalty: 5188.550293
	Iteration 28Q: 3 clusters Score -3622912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3622933.250000 Penalty: 5188.550293
	Iteration 29Q: 3 clusters Score -3622933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3622945.000000 Penalty: 5188.550293
	Iteration 30Q: 3 clusters Score -3622945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3622956.500000 Penalty: 5188.550293
	Iteration 31Q: 3 clusters Score -3622956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3622959.750000 Penalty: 5188.550293
	Iteration 32Q: 3 clusters Score -3622960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3622976.000000 Penalty: 5188.550293
	Iteration 33Q: 3 clusters Score -3622976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3622984.250000 Penalty: 5188.550293
	Iteration 34Q: 3 clusters Score -3622984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3622986.500000 Penalty: 5188.550293
	Iteration 35Q: 3 clusters Score -3622986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3622990.500000 Penalty: 5188.550293
	Iteration 36Q: 3 clusters Score -3622990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3623012.250000 Penalty: 5188.550293
	Iteration 37Q: 3 clusters Score -3623012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3623027.750000 Penalty: 5188.550293
	Iteration 38Q: 3 clusters Score -3623028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3623035.500000 Penalty: 5188.550293
	Iteration 39Q: 3 clusters Score -3623036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3623037.750000 Penalty: 5188.550293
	Iteration 40F: 3 clusters Score -3623038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3623044.750000 Penalty: 5188.550293
	Iteration 41Q: 3 clusters Score -3623045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3623045.250000 Penalty: 5188.550293
	Iteration 42Q: 3 clusters Score -3623045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3623048.250000 Penalty: 5188.550293
	Iteration 43Q: 3 clusters Score -3623048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3623056.250000 Penalty: 5188.550293
	Iteration 44Q: 3 clusters Score -3623056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3623046.500000 Penalty: 5188.550293
	Iteration 45Q: 3 clusters Score -3623046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3623054.000000 Penalty: 5188.550293
	Iteration 46Q: 3 clusters Score -3623054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3623057.750000 Penalty: 5188.550293
	Iteration 47Q: 3 clusters Score -3623058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3623060.250000 Penalty: 5188.550293
	Iteration 48Q: 3 clusters Score -3623060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3623059.500000 Penalty: 5188.550293
	Iteration 49Q: 3 clusters Score -3623060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3623061.000000 Penalty: 5188.550293
	Iteration 50Q: 3 clusters Score -3623061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3623064.000000 Penalty: 5188.550293
	Iteration 51Q: 3 clusters Score -3623064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3623073.750000 Penalty: 5188.550293
	Iteration 52Q: 3 clusters Score -3623074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3623080.500000 Penalty: 5188.550293
	Iteration 53Q: 3 clusters Score -3623080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3623082.750000 Penalty: 5188.550293
	Iteration 54Q: 3 clusters Score -3623083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3623094.250000 Penalty: 5188.550293
	Iteration 55Q: 3 clusters Score -3623094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3623088.250000 Penalty: 5188.550293
	Iteration 56Q: 3 clusters Score -3623088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3623095.000000 Penalty: 5188.550293
	Iteration 57Q: 3 clusters Score -3623095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3623095.250000 Penalty: 5188.550293
	Iteration 58Q: 3 clusters Score -3623095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3623101.250000 Penalty: 5188.550293
	Iteration 59Q: 3 clusters Score -3623101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3623107.250000 Penalty: 5188.550293
	Iteration 60F: 3 clusters Score -3623107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3623119.750000 Penalty: 5188.550293
	Iteration 61Q: 3 clusters Score -3623120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3623115.500000 Penalty: 5188.550293
	Iteration 62Q: 3 clusters Score -3623116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3623120.750000 Penalty: 5188.550293
	Iteration 63Q: 3 clusters Score -3623121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3623126.750000 Penalty: 5188.550293
	Iteration 64Q: 3 clusters Score -3623127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3623131.750000 Penalty: 5188.550293
	Iteration 65Q: 3 clusters Score -3623132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3623135.500000 Penalty: 5188.550293
	Iteration 66Q: 3 clusters Score -3623136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3623142.000000 Penalty: 5188.550293
	Iteration 67Q: 3 clusters Score -3623142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3623147.750000 Penalty: 5188.550293
	Iteration 68Q: 3 clusters Score -3623148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3623141.750000 Penalty: 5188.550293
	Iteration 69Q: 3 clusters Score -3623142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3623150.500000 Penalty: 5188.550293
	Iteration 70Q: 3 clusters Score -3623150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3623154.250000 Penalty: 5188.550293
	Iteration 71Q: 3 clusters Score -3623154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3623156.500000 Penalty: 5188.550293
	Iteration 72Q: 3 clusters Score -3623156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3623161.750000 Penalty: 5188.550293
	Iteration 73Q: 3 clusters Score -3623162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3623164.000000 Penalty: 5188.550293
	Iteration 74Q: 3 clusters Score -3623164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3623168.500000 Penalty: 5188.550293
	Iteration 75Q: 3 clusters Score -3623168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3623164.250000 Penalty: 5188.550293
	Iteration 76Q: 3 clusters Score -3623164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3623165.750000 Penalty: 5188.550293
	Iteration 77Q: 3 clusters Score -3623166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3623167.500000 Penalty: 5188.550293
	Iteration 78Q: 3 clusters Score -3623168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3623172.500000 Penalty: 5188.550293
	Iteration 79Q: 3 clusters Score -3623172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3623174.750000 Penalty: 5188.550293
	Iteration 80F: 3 clusters Score -3623175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3623173.000000 Penalty: 5188.550293
	Iteration 81Q: 3 clusters Score -3623173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3623167.250000 Penalty: 5188.550293
	Iteration 82Q: 3 clusters Score -3623167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3623167.500000 Penalty: 5188.550293
	Iteration 83Q: 3 clusters Score -3623168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3623173.250000 Penalty: 5188.550293
	Iteration 84Q: 3 clusters Score -3623173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3623182.000000 Penalty: 5188.550293
	Iteration 85Q: 3 clusters Score -3623182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3623186.250000 Penalty: 5188.550293
	Iteration 86Q: 3 clusters Score -3623186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3623178.500000 Penalty: 5188.550293
	Iteration 87Q: 3 clusters Score -3623178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3623176.250000 Penalty: 5188.550293
	Iteration 88Q: 3 clusters Score -3623176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3623173.750000 Penalty: 5188.550293
	Iteration 89Q: 3 clusters Score -3623174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3623173.750000 Penalty: 5188.550293
	Iteration 90Q: 3 clusters Score -3623174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3623173.000000 Penalty: 5188.550293
	Iteration 91Q: 3 clusters Score -3623173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3623177.000000 Penalty: 5188.550293
	Iteration 92Q: 3 clusters Score -3623177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3623185.750000 Penalty: 5188.550293
	Iteration 93Q: 3 clusters Score -3623186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3623187.750000 Penalty: 5188.550293
	Iteration 94Q: 3 clusters Score -3623188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3623182.000000 Penalty: 5188.550293
	Iteration 95Q: 3 clusters Score -3623182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3623188.750000 Penalty: 5188.550293
	Iteration 96Q: 3 clusters Score -3623189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3623176.250000 Penalty: 5188.550293
	Iteration 97Q: 3 clusters Score -3623176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3623184.750000 Penalty: 5188.550293
	Iteration 98Q: 3 clusters Score -3623185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3623194.750000 Penalty: 5188.550293
	Iteration 99Q: 3 clusters Score -3623195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3623195.750000 Penalty: 5188.550293
	Iteration 100F: 3 clusters Score -3623196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3623184.750000 Penalty: 5188.550293
	Iteration 101Q: 3 clusters Score -3623185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3623188.500000 Penalty: 5188.550293
	Iteration 102Q: 3 clusters Score -3623188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3623184.000000 Penalty: 5188.550293
	Iteration 103Q: 3 clusters Score -3623184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3623188.250000 Penalty: 5188.550293
	Iteration 104Q: 3 clusters Score -3623188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3623195.750000 Penalty: 5188.550293
	Iteration 105Q: 3 clusters Score -3623196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3623196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3623205.500000 Penalty: 5188.550293
	Iteration 107Q: 3 clusters Score -3623206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3623215.500000 Penalty: 5188.550293
	Iteration 108Q: 3 clusters Score -3623216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3623203.750000 Penalty: 5188.550293
	Iteration 109Q: 3 clusters Score -3623204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3623198.500000 Penalty: 5188.550293
	Iteration 110Q: 3 clusters Score -3623198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3623220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3623216.000000 Penalty: 5188.550293
	Iteration 112Q: 3 clusters Score -3623216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3623216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3623209.000000 Penalty: 5188.550293
	Iteration 114Q: 3 clusters Score -3623209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3623213.250000 Penalty: 5188.550293
	Iteration 115Q: 3 clusters Score -3623213 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3623214.250000 Penalty: 5188.550293
	Iteration 116Q: 3 clusters Score -3623214 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3623224.250000 Penalty: 5188.550293
	Iteration 117Q: 3 clusters Score -3623224 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3623218.000000 Penalty: 5188.550293
	Iteration 118Q: 3 clusters Score -3623218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3623216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3623227.750000 Penalty: 5188.550293
	Iteration 120F: 3 clusters Score -3623228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3623241.000000 Penalty: 5188.550293
	Iteration 121Q: 3 clusters Score -3623241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3623242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3623246.500000 Penalty: 5188.550293
	Iteration 123Q: 3 clusters Score -3623246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3623252.000000 Penalty: 5188.550293
	Iteration 124Q: 3 clusters Score -3623252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3623261.500000 Penalty: 5188.550293
	Iteration 125Q: 3 clusters Score -3623262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3623256.750000 Penalty: 5188.550293
	Iteration 126Q: 3 clusters Score -3623257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3623258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3623260.250000 Penalty: 5188.550293
	Iteration 128Q: 3 clusters Score -3623260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3623261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3623265.750000 Penalty: 5188.550293
	Iteration 130Q: 3 clusters Score -3623266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3623270.000000 Penalty: 5188.550293
	Iteration 131Q: 3 clusters Score -3623270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3623273.500000 Penalty: 5188.550293
	Iteration 132Q: 3 clusters Score -3623274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3623284.500000 Penalty: 5188.550293
	Iteration 133Q: 3 clusters Score -3623284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3623286.500000 Penalty: 5188.550293
	Iteration 134Q: 3 clusters Score -3623286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3623288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3623287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3623285.250000 Penalty: 5188.550293
	Iteration 137Q: 3 clusters Score -3623285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3623293.250000 Penalty: 5188.550293
	Iteration 138Q: 3 clusters Score -3623293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3623300.000000 Penalty: 5188.550293
	Iteration 139Q: 3 clusters Score -3623300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3623310.500000 Penalty: 5188.550293
	Iteration 140F: 3 clusters Score -3623310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3623321.000000 Penalty: 5188.550293
	Iteration 141Q: 3 clusters Score -3623321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3623330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3623332.000000 Penalty: 5188.550293
	Iteration 143Q: 3 clusters Score -3623332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3623348.750000 Penalty: 5188.550293
	Iteration 144Q: 3 clusters Score -3623349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3623353.250000 Penalty: 5188.550293
	Iteration 145Q: 3 clusters Score -3623353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3623365.500000 Penalty: 5188.550293
	Iteration 146Q: 3 clusters Score -3623366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3623366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3623364.750000 Penalty: 5188.550293
	Iteration 148Q: 3 clusters Score -3623365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3623365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3623360.000000 Penalty: 5188.550293
	Iteration 150Q: 3 clusters Score -3623360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3623369.250000 Penalty: 5188.550293
	Iteration 151Q: 3 clusters Score -3623369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3623370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3623373.500000 Penalty: 5188.550293
	Iteration 153Q: 3 clusters Score -3623374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3623370.250000 Penalty: 5188.550293
	Iteration 154Q: 3 clusters Score -3623370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3623391.750000 Penalty: 5188.550293
	Iteration 155Q: 3 clusters Score -3623392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3623392.500000 Penalty: 5188.550293
	Iteration 156Q: 3 clusters Score -3623392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3623402.250000 Penalty: 5188.550293
	Iteration 157Q: 3 clusters Score -3623402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3623399.750000 Penalty: 5188.550293
	Iteration 158Q: 3 clusters Score -3623400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3623414.750000 Penalty: 5188.550293
	Iteration 159Q: 3 clusters Score -3623415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3623418.250000 Penalty: 5188.550293
	Iteration 160F: 3 clusters Score -3623418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3623412.750000 Penalty: 5188.550293
	Iteration 161Q: 3 clusters Score -3623413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3623419.000000 Penalty: 5188.550293
	Iteration 162Q: 3 clusters Score -3623419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3623456.250000 Penalty: 5188.550293
	Iteration 163Q: 3 clusters Score -3623456 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3623454.250000 Penalty: 5188.550293
	Iteration 164Q: 3 clusters Score -3623454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3623467.000000 Penalty: 5188.550293
	Iteration 165Q: 3 clusters Score -3623467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
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Score: -3623479.500000 Penalty: 5188.550293
	Iteration 166Q: 3 clusters Score -3623480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3623481.250000 Penalty: 5188.550293
	Iteration 167Q: 3 clusters Score -3623481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3623503.000000 Penalty: 5188.550293
	Iteration 168Q: 3 clusters Score -3623503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3623512.250000 Penalty: 5188.550293
	Iteration 169Q: 3 clusters Score -3623512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3623519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3623533.750000 Penalty: 5188.550293
	Iteration 171Q: 3 clusters Score -3623534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3623553.250000 Penalty: 5188.550293
	Iteration 172Q: 3 clusters Score -3623553 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3623576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 22729 members 
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Score: -3623591.750000 Penalty: 5188.550293
	Iteration 174Q: 3 clusters Score -3623592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3623607.250000 Penalty: 5188.550293
	Iteration 175Q: 3 clusters Score -3623607 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3623609 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3623630.250000 Penalty: 5188.550293
	Iteration 177Q: 3 clusters Score -3623630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3623642.250000 Penalty: 5188.550293
	Iteration 178Q: 3 clusters Score -3623642 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3623657.000000 Penalty: 5188.550293
	Iteration 179Q: 3 clusters Score -3623657 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3623682.250000 Penalty: 5188.550293
	Iteration 180F: 3 clusters Score -3623682 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3623698.000000 Penalty: 5188.550293
	Iteration 181Q: 3 clusters Score -3623698 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3623714.250000 Penalty: 5188.550293
	Iteration 182Q: 3 clusters Score -3623714 nChanged 145
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Mstep: Class 1 contains 10904 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3623736 nChanged 145
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Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3623777.750000 Penalty: 5188.550293
	Iteration 184Q: 3 clusters Score -3623778 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3623781.000000 Penalty: 5188.550293
	Iteration 185Q: 3 clusters Score -3623781 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3623801 nChanged 147
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Mstep: Class 1 contains 10299 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3623820 nChanged 139
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3623844 nChanged 146
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Mstep: Class 2 contains 24905 members 
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	Iteration 189Q: 3 clusters Score -3623867 nChanged 140
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Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3623901 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3623921.500000 Penalty: 5188.550293
	Iteration 191Q: 3 clusters Score -3623922 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3623947.250000 Penalty: 5188.550293
	Iteration 192Q: 3 clusters Score -3623947 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
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Entering Unmasked Estep 
Score: -3623969.750000 Penalty: 5188.550293
	Iteration 193Q: 3 clusters Score -3623970 nChanged 138
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Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3623984.000000 Penalty: 5188.550293
	Iteration 194Q: 3 clusters Score -3623984 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3623994.000000 Penalty: 5188.550293
	Iteration 195Q: 3 clusters Score -3623994 nChanged 142
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Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3624022.500000 Penalty: 5188.550293
	Iteration 196Q: 3 clusters Score -3624022 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3624032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3624046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3624074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3624106.000000 Penalty: 5188.550293
	Iteration 200F: 3 clusters Score -3624106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3624123.250000 Penalty: 5188.550293
	Iteration 201Q: 3 clusters Score -3624123 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3624161.000000 Penalty: 5188.550293
	Iteration 202Q: 3 clusters Score -3624161 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3624180.250000 Penalty: 5188.550293
	Iteration 203Q: 3 clusters Score -3624180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3624198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3624208.750000 Penalty: 5188.550293
	Iteration 205Q: 3 clusters Score -3624209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3624235.250000 Penalty: 5188.550293
	Iteration 206Q: 3 clusters Score -3624235 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3624252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3624284.500000 Penalty: 5188.550293
	Iteration 208Q: 3 clusters Score -3624284 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3624296 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3624321 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3624334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3624353 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3624372 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3624398 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3624419.000000 Penalty: 5188.550293
	Iteration 215Q: 3 clusters Score -3624419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3624442 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3624460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3624484 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3624494 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -3624498 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3624504 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3624512 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3624532 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3624550 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3624568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3624583 nChanged 86
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Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3624586 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3624598.000000 Penalty: 5188.550293
	Iteration 228Q: 3 clusters Score -3624598 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3624608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -3624632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3624646.000000 Penalty: 5188.550293
	Iteration 231Q: 3 clusters Score -3624646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -3624654 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3624658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3624693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3624713.500000 Penalty: 5188.550293
	Iteration 235Q: 3 clusters Score -3624714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3624727.000000 Penalty: 5188.550293
	Iteration 236Q: 3 clusters Score -3624727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3624728.500000 Penalty: 5188.550293
	Iteration 237Q: 3 clusters Score -3624728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3624735.500000 Penalty: 5188.550293
	Iteration 238Q: 3 clusters Score -3624736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -3624754.500000 Penalty: 5188.550293
	Iteration 239Q: 3 clusters Score -3624754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3624765.250000 Penalty: 5188.550293
	Iteration 240F: 3 clusters Score -3624765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3624782.250000 Penalty: 5188.550293
	Iteration 241Q: 3 clusters Score -3624782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3624791.750000 Penalty: 5188.550293
	Iteration 242Q: 3 clusters Score -3624792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3624812.000000 Penalty: 5188.550293
	Iteration 243Q: 3 clusters Score -3624812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -3624812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3624835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -3624841.500000 Penalty: 5188.550293
	Iteration 246Q: 3 clusters Score -3624842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3624849.500000 Penalty: 5188.550293
	Iteration 247Q: 3 clusters Score -3624850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -3624865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
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Entering Unmasked Estep 
Score: -3624883.000000 Penalty: 5188.550293
	Iteration 249Q: 3 clusters Score -3624883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 31060 members 
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	Iteration 250Q: 3 clusters Score -3624886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3624915.000000 Penalty: 5188.550293
	Iteration 251Q: 3 clusters Score -3624915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
Score: -3624917.000000 Penalty: 5188.550293
	Iteration 252Q: 3 clusters Score -3624917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -3624928 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
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Entering Unmasked Estep 
Score: -3624921.750000 Penalty: 5188.550293
	Iteration 254Q: 3 clusters Score -3624922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3624942.500000 Penalty: 5188.550293
	Iteration 255Q: 3 clusters Score -3624942 nChanged 52
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Mstep: Class 1 contains 3561 members 
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Entering Unmasked Estep 
Score: -3624948.250000 Penalty: 5188.550293
	Iteration 256Q: 3 clusters Score -3624948 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3624953.750000 Penalty: 5188.550293
	Iteration 257Q: 3 clusters Score -3624954 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -3624965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -3624974 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -3624974 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3624971.000000 Penalty: 5188.550293
	Iteration 261Q: 3 clusters Score -3624971 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3309 members 
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	Iteration 262Q: 3 clusters Score -3624983 nChanged 23
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Mstep: Class 1 contains 3286 members 
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Entering Unmasked Estep 
Score: -3624980.500000 Penalty: 5188.550293
	Iteration 263Q: 3 clusters Score -3624980 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3257 members 
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	Iteration 264Q: 3 clusters Score -3624989 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -3624992 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3202 members 
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Entering Unmasked Estep 
Score: -3625002.750000 Penalty: 5188.550293
	Iteration 266Q: 3 clusters Score -3625003 nChanged 33
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Mstep: Class 1 contains 3169 members 
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	Iteration 267Q: 3 clusters Score -3625006 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3142 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -3625012 nChanged 29
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Mstep: Class 1 contains 3115 members 
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Entering Unmasked Estep 
Score: -3625016.500000 Penalty: 5188.550293
	Iteration 269Q: 3 clusters Score -3625016 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
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Entering Unmasked Estep 
Score: -3625025.250000 Penalty: 5188.550293
	Iteration 270Q: 3 clusters Score -3625025 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3086 members 
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Entering Unmasked Estep 
Score: -3625018.500000 Penalty: 5188.550293
	Iteration 271Q: 3 clusters Score -3625018 nChanged 12
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Score: -3625020.250000 Penalty: 5188.550293
	Iteration 272Q: 3 clusters Score -3625020 nChanged 12
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	Iteration 273Q: 3 clusters Score -3625024 nChanged 17
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	Iteration 274Q: 3 clusters Score -3625037 nChanged 18
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Score: -3625041.250000 Penalty: 5188.550293
	Iteration 275Q: 3 clusters Score -3625041 nChanged 24
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	Iteration 276Q: 3 clusters Score -3625042 nChanged 16
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	Iteration 277Q: 3 clusters Score -3625050 nChanged 19
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	Iteration 278Q: 3 clusters Score -3625047 nChanged 25
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	Iteration 279Q: 3 clusters Score -3625042 nChanged 25
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Entering Unmasked Estep 
Score: -3625040.250000 Penalty: 5188.550293
	Iteration 280F: 3 clusters Score -3625040 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2896 members 
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Entering Unmasked Estep 
Score: -3625044.250000 Penalty: 5188.550293
	Iteration 281Q: 3 clusters Score -3625044 nChanged 25
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Entering Unmasked Estep 
Score: -3625055.750000 Penalty: 5188.550293
	Iteration 282Q: 3 clusters Score -3625056 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2847 members 
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	Iteration 283Q: 3 clusters Score -3625054 nChanged 27
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	Iteration 284Q: 3 clusters Score -3625055 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2798 members 
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Score: -3625067.750000 Penalty: 5188.550293
	Iteration 285Q: 3 clusters Score -3625068 nChanged 16
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Entering Unmasked Estep 
Score: -3625074.500000 Penalty: 5188.550293
	Iteration 286Q: 3 clusters Score -3625074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32154 members 
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	Iteration 287Q: 3 clusters Score -3625074 nChanged 25
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Entering Unmasked Estep 
Score: -3625087.750000 Penalty: 5188.550293
	Iteration 288Q: 3 clusters Score -3625088 nChanged 24
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Entering Unmasked Estep 
Score: -3625082.250000 Penalty: 5188.550293
	Iteration 289Q: 3 clusters Score -3625082 nChanged 19
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Mstep: Class 1 contains 2697 members 
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Entering Unmasked Estep 
Score: -3625096.750000 Penalty: 5188.550293
	Iteration 290Q: 3 clusters Score -3625097 nChanged 19
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Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3625102.500000 Penalty: 5188.550293
	Iteration 291Q: 3 clusters Score -3625102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3625102.750000 Penalty: 5188.550293
	Iteration 292Q: 3 clusters Score -3625103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3625102.000000 Penalty: 5188.550293
	Iteration 293Q: 3 clusters Score -3625102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3625104.500000 Penalty: 5188.550293
	Iteration 294Q: 3 clusters Score -3625104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -3625107.750000 Penalty: 5188.550293
	Iteration 295Q: 3 clusters Score -3625108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -3625114.500000 Penalty: 5188.550293
	Iteration 296Q: 3 clusters Score -3625114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3625111.250000 Penalty: 5188.550293
	Iteration 297Q: 3 clusters Score -3625111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3625119.250000 Penalty: 5188.550293
	Iteration 298Q: 3 clusters Score -3625119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3625129.750000 Penalty: 5188.550293
	Iteration 299Q: 3 clusters Score -3625130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -3625125.000000 Penalty: 5188.550293
	Iteration 300F: 3 clusters Score -3625125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -3625135.250000 Penalty: 5188.550293
	Iteration 301Q: 3 clusters Score -3625135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3625135.250000 Penalty: 5188.550293
	Iteration 302Q: 3 clusters Score -3625135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3625142.500000 Penalty: 5188.550293
	Iteration 303Q: 3 clusters Score -3625142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3625144.250000 Penalty: 5188.550293
	Iteration 304Q: 3 clusters Score -3625144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3625147.250000 Penalty: 5188.550293
	Iteration 305Q: 3 clusters Score -3625147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3625153.000000 Penalty: 5188.550293
	Iteration 306Q: 3 clusters Score -3625153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3625150.750000 Penalty: 5188.550293
	Iteration 307Q: 3 clusters Score -3625151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3625154.000000 Penalty: 5188.550293
	Iteration 308Q: 3 clusters Score -3625154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3625153.000000 Penalty: 5188.550293
	Iteration 309Q: 3 clusters Score -3625153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3625157.500000 Penalty: 5188.550293
	Iteration 310Q: 3 clusters Score -3625158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3625158.250000 Penalty: 5188.550293
	Iteration 311Q: 3 clusters Score -3625158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3625156.500000 Penalty: 5188.550293
	Iteration 312Q: 3 clusters Score -3625156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3625158.750000 Penalty: 5188.550293
	Iteration 313Q: 3 clusters Score -3625159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -3625156.000000 Penalty: 5188.550293
	Iteration 314Q: 3 clusters Score -3625156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3625157.750000 Penalty: 5188.550293
	Iteration 315Q: 3 clusters Score -3625158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3625160.000000 Penalty: 5188.550293
	Iteration 316Q: 3 clusters Score -3625160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3625162.500000 Penalty: 5188.550293
	Iteration 317Q: 3 clusters Score -3625162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3625162.250000 Penalty: 5188.550293
	Iteration 318Q: 3 clusters Score -3625162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3625164.500000 Penalty: 5188.550293
	Iteration 319Q: 3 clusters Score -3625164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3625165.500000 Penalty: 5188.550293
	Iteration 320F: 3 clusters Score -3625166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3625163.750000 Penalty: 5188.550293
	Iteration 321Q: 3 clusters Score -3625164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -3625164.250000 Penalty: 5188.550293
	Iteration 322Q: 3 clusters Score -3625164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3625164.250000 Penalty: 5188.550293
	Iteration 323Q: 3 clusters Score -3625164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -3625168.250000 Penalty: 5188.550293
	Iteration 324Q: 3 clusters Score -3625168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -3625172.750000 Penalty: 5188.550293
	Iteration 325Q: 3 clusters Score -3625173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3625171.500000 Penalty: 5188.550293
	Iteration 326Q: 3 clusters Score -3625172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3625173.500000 Penalty: 5188.550293
	Iteration 327Q: 3 clusters Score -3625174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3625173.000000 Penalty: 5188.550293
	Iteration 328Q: 3 clusters Score -3625173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3625172.250000 Penalty: 5188.550293
	Iteration 329Q: 3 clusters Score -3625172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3625170.250000 Penalty: 5188.550293
	Iteration 330Q: 3 clusters Score -3625170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3625171.250000 Penalty: 5188.550293
	Iteration 331Q: 3 clusters Score -3625171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3625171.250000 Penalty: 5188.550293
	Iteration 332F: 3 clusters Score -3625171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Entering Unmasked Estep 
Score: -2640732.500000 Penalty: 2516.578125
	Iteration 0F: 2 clusters Score -2640732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2623139.250000 Penalty: 5033.156250
	Iteration 0F: 3 clusters Score -2623139 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2629255.750000 Penalty: 5033.156250
	Iteration 1F: 3 clusters Score -2629256 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2629658.500000 Penalty: 5033.156250
	Iteration 2Q: 3 clusters Score -2629658 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2629971.000000 Penalty: 5033.156250
	Iteration 3Q: 3 clusters Score -2629971 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2630207.000000 Penalty: 5033.156250
	Iteration 4Q: 3 clusters Score -2630207 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2630450.250000 Penalty: 5033.156250
	Iteration 5Q: 3 clusters Score -2630450 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2630695.250000 Penalty: 5033.156250
	Iteration 6Q: 3 clusters Score -2630695 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2630973.750000 Penalty: 5033.156250
	Iteration 7Q: 3 clusters Score -2630974 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2631329.500000 Penalty: 5033.156250
	Iteration 8Q: 3 clusters Score -2631330 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2631832.250000 Penalty: 5033.156250
	Iteration 9Q: 3 clusters Score -2631832 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2632517.250000 Penalty: 5033.156250
	Iteration 10Q: 3 clusters Score -2632517 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2633422.000000 Penalty: 5033.156250
	Iteration 11F: 3 clusters Score -2633422 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2634525.000000 Penalty: 5033.156250
	Iteration 12F: 3 clusters Score -2634525 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2635676.250000 Penalty: 5033.156250
	Iteration 13F: 3 clusters Score -2635676 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2636659.000000 Penalty: 5033.156250
	Iteration 14Q: 3 clusters Score -2636659 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2637396.500000 Penalty: 5033.156250
	Iteration 15Q: 3 clusters Score -2637396 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2637862.250000 Penalty: 5033.156250
	Iteration 16Q: 3 clusters Score -2637862 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2638147.500000 Penalty: 5033.156250
	Iteration 17Q: 3 clusters Score -2638148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2638308.750000 Penalty: 5033.156250
	Iteration 18Q: 3 clusters Score -2638309 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2638405.750000 Penalty: 5033.156250
	Iteration 19Q: 3 clusters Score -2638406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2638480.250000 Penalty: 5033.156250
	Iteration 20F: 3 clusters Score -2638480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2638535.750000 Penalty: 5033.156250
	Iteration 21Q: 3 clusters Score -2638536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2638570.750000 Penalty: 5033.156250
	Iteration 22Q: 3 clusters Score -2638571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2638606.000000 Penalty: 5033.156250
	Iteration 23Q: 3 clusters Score -2638606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2638635.750000 Penalty: 5033.156250
	Iteration 24Q: 3 clusters Score -2638636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2638662.000000 Penalty: 5033.156250
	Iteration 25Q: 3 clusters Score -2638662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2638689.750000 Penalty: 5033.156250
	Iteration 26Q: 3 clusters Score -2638690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2638711.500000 Penalty: 5033.156250
	Iteration 27Q: 3 clusters Score -2638712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2638722.750000 Penalty: 5033.156250
	Iteration 28Q: 3 clusters Score -2638723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2638743.000000 Penalty: 5033.156250
	Iteration 29Q: 3 clusters Score -2638743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2638753.500000 Penalty: 5033.156250
	Iteration 30Q: 3 clusters Score -2638754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2638760.250000 Penalty: 5033.156250
	Iteration 31Q: 3 clusters Score -2638760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2638758.250000 Penalty: 5033.156250
	Iteration 32Q: 3 clusters Score -2638758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2638760.000000 Penalty: 5033.156250
	Iteration 33Q: 3 clusters Score -2638760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2638763.250000 Penalty: 5033.156250
	Iteration 34Q: 3 clusters Score -2638763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2638767.000000 Penalty: 5033.156250
	Iteration 35Q: 3 clusters Score -2638767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2638767.000000 Penalty: 5033.156250
	Iteration 36F: 3 clusters Score -2638767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -371113.000000 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -371113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -367331.781250 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -367331.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -368213.937500 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -368213.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -368411.812500 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -368411.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -368543.718750 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -368543.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -368653.156250 Penalty: 4101.672363
	Iteration 4Q: 3 clusters Score -368653.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -368765.281250 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -368765.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -368882.500000 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -368882.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -369026.625000 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -369026.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -369175.656250 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -369175.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -369303.062500 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -369303.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -369403.687500 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -369403.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -369492.968750 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -369493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -369573.218750 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -369573.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -369636.156250 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -369636.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369688.375000 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -369688.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -369751.718750 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -369751.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -369809.125000 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -369809.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -369878.781250 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -369878.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -369968.156250 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -369968.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -370044.218750 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -370044.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -370133.218750 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -370133.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -370231.375000 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -370231.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -370346.937500 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -370346.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -370454.593750 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -370454.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -370519.875000 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -370519.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -370547.406250 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -370547.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -370562.406250 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -370562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -370573.312500 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -370573.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -370580.875000 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -370580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -370586.406250 Penalty: 4101.672363
	Iteration 29Q: 3 clusters Score -370586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -370589.906250 Penalty: 4101.672363
	Iteration 30Q: 3 clusters Score -370589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -370590.218750 Penalty: 4101.672363
	Iteration 31Q: 3 clusters Score -370590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -370590.093750 Penalty: 4101.672363
	Iteration 32Q: 3 clusters Score -370590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -370590.093750 Penalty: 4101.672363
	Iteration 33F: 3 clusters Score -370590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Entering Unmasked Estep 
Score: -1416841.375000 Penalty: 2371.598389
	Iteration 0F: 2 clusters Score -1416841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1406550.500000 Penalty: 4743.196777
	Iteration 0F: 3 clusters Score -1406550 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1410362.375000 Penalty: 4743.196777
	Iteration 1F: 3 clusters Score -1410362 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1411329.000000 Penalty: 4743.196777
	Iteration 2F: 3 clusters Score -1411329 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1412206.000000 Penalty: 4743.196777
	Iteration 3F: 3 clusters Score -1412206 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1413001.000000 Penalty: 4743.196777
	Iteration 4F: 3 clusters Score -1413001 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1413577.625000 Penalty: 4743.196777
	Iteration 5F: 3 clusters Score -1413578 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1413930.875000 Penalty: 4743.196777
	Iteration 6Q: 3 clusters Score -1413931 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1414135.125000 Penalty: 4743.196777
	Iteration 7Q: 3 clusters Score -1414135 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1414250.500000 Penalty: 4743.196777
	Iteration 8Q: 3 clusters Score -1414250 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1414329.125000 Penalty: 4743.196777
	Iteration 9Q: 3 clusters Score -1414329 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1414385.500000 Penalty: 4743.196777
	Iteration 10Q: 3 clusters Score -1414386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1414442.875000 Penalty: 4743.196777
	Iteration 11Q: 3 clusters Score -1414443 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1414499.875000 Penalty: 4743.196777
	Iteration 12Q: 3 clusters Score -1414500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1414569.625000 Penalty: 4743.196777
	Iteration 13Q: 3 clusters Score -1414570 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1414658.875000 Penalty: 4743.196777
	Iteration 14Q: 3 clusters Score -1414659 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1414778.625000 Penalty: 4743.196777
	Iteration 15Q: 3 clusters Score -1414779 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1414927.750000 Penalty: 4743.196777
	Iteration 16Q: 3 clusters Score -1414928 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1415122.625000 Penalty: 4743.196777
	Iteration 17Q: 3 clusters Score -1415123 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1415359.875000 Penalty: 4743.196777
	Iteration 18Q: 3 clusters Score -1415360 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1415583.375000 Penalty: 4743.196777
	Iteration 19Q: 3 clusters Score -1415583 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1415769.625000 Penalty: 4743.196777
	Iteration 20F: 3 clusters Score -1415770 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1415881.625000 Penalty: 4743.196777
	Iteration 21Q: 3 clusters Score -1415882 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1415960.750000 Penalty: 4743.196777
	Iteration 22Q: 3 clusters Score -1415961 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1416014.625000 Penalty: 4743.196777
	Iteration 23Q: 3 clusters Score -1416015 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1416044.750000 Penalty: 4743.196777
	Iteration 24Q: 3 clusters Score -1416045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1416056.625000 Penalty: 4743.196777
	Iteration 25Q: 3 clusters Score -1416057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1416070.625000 Penalty: 4743.196777
	Iteration 26Q: 3 clusters Score -1416071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1416073.750000 Penalty: 4743.196777
	Iteration 27Q: 3 clusters Score -1416074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1416079.750000 Penalty: 4743.196777
	Iteration 28Q: 3 clusters Score -1416080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1416083.750000 Penalty: 4743.196777
	Iteration 29Q: 3 clusters Score -1416084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1416088.000000 Penalty: 4743.196777
	Iteration 30Q: 3 clusters Score -1416088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1416094.625000 Penalty: 4743.196777
	Iteration 31Q: 3 clusters Score -1416095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1416094.875000 Penalty: 4743.196777
	Iteration 32Q: 3 clusters Score -1416095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1416101.375000 Penalty: 4743.196777
	Iteration 33Q: 3 clusters Score -1416101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1416104.500000 Penalty: 4743.196777
	Iteration 34Q: 3 clusters Score -1416104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1416104.125000 Penalty: 4743.196777
	Iteration 35Q: 3 clusters Score -1416104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1416105.625000 Penalty: 4743.196777
	Iteration 36Q: 3 clusters Score -1416106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1416108.000000 Penalty: 4743.196777
	Iteration 37Q: 3 clusters Score -1416108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1416108.250000 Penalty: 4743.196777
	Iteration 38Q: 3 clusters Score -1416108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1416109.750000 Penalty: 4743.196777
	Iteration 39Q: 3 clusters Score -1416110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1416110.250000 Penalty: 4743.196777
	Iteration 40F: 3 clusters Score -1416110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -542349.937500 Penalty: 2158.510742
	Iteration 0F: 2 clusters Score -542349.9 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 3032 members 
Entering Unmasked Estep 
Score: -537147.500000 Penalty: 4317.021484
	Iteration 0F: 3 clusters Score -537147.5 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -538554.750000 Penalty: 4317.021484
	Iteration 1F: 3 clusters Score -538554.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -538960.312500 Penalty: 4317.021484
	Iteration 2F: 3 clusters Score -538960.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -539334.937500 Penalty: 4317.021484
	Iteration 3F: 3 clusters Score -539334.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -539588.625000 Penalty: 4317.021484
	Iteration 4F: 3 clusters Score -539588.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -539792.875000 Penalty: 4317.021484
	Iteration 5Q: 3 clusters Score -539792.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -539951.875000 Penalty: 4317.021484
	Iteration 6Q: 3 clusters Score -539951.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -540066.000000 Penalty: 4317.021484
	Iteration 7Q: 3 clusters Score -540066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -540146.312500 Penalty: 4317.021484
	Iteration 8Q: 3 clusters Score -540146.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -540200.875000 Penalty: 4317.021484
	Iteration 9Q: 3 clusters Score -540200.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -540247.312500 Penalty: 4317.021484
	Iteration 10Q: 3 clusters Score -540247.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -540281.187500 Penalty: 4317.021484
	Iteration 11Q: 3 clusters Score -540281.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -540305.937500 Penalty: 4317.021484
	Iteration 12Q: 3 clusters Score -540305.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -540329.312500 Penalty: 4317.021484
	Iteration 13Q: 3 clusters Score -540329.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -540348.312500 Penalty: 4317.021484
	Iteration 14Q: 3 clusters Score -540348.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -540362.125000 Penalty: 4317.021484
	Iteration 15Q: 3 clusters Score -540362.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -540377.437500 Penalty: 4317.021484
	Iteration 16Q: 3 clusters Score -540377.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -540395.000000 Penalty: 4317.021484
	Iteration 17Q: 3 clusters Score -540395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -540420.375000 Penalty: 4317.021484
	Iteration 18Q: 3 clusters Score -540420.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -540448.812500 Penalty: 4317.021484
	Iteration 19Q: 3 clusters Score -540448.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -540482.375000 Penalty: 4317.021484
	Iteration 20F: 3 clusters Score -540482.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -540532.500000 Penalty: 4317.021484
	Iteration 21Q: 3 clusters Score -540532.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -540609.375000 Penalty: 4317.021484
	Iteration 22Q: 3 clusters Score -540609.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -540702.500000 Penalty: 4317.021484
	Iteration 23Q: 3 clusters Score -540702.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -540790.875000 Penalty: 4317.021484
	Iteration 24Q: 3 clusters Score -540790.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -540869.000000 Penalty: 4317.021484
	Iteration 25Q: 3 clusters Score -540869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -540941.937500 Penalty: 4317.021484
	Iteration 26Q: 3 clusters Score -540941.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -541002.250000 Penalty: 4317.021484
	Iteration 27Q: 3 clusters Score -541002.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -541048.625000 Penalty: 4317.021484
	Iteration 28Q: 3 clusters Score -541048.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -541076.375000 Penalty: 4317.021484
	Iteration 29Q: 3 clusters Score -541076.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -541091.250000 Penalty: 4317.021484
	Iteration 30Q: 3 clusters Score -541091.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -541104.250000 Penalty: 4317.021484
	Iteration 31Q: 3 clusters Score -541104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -541113.125000 Penalty: 4317.021484
	Iteration 32Q: 3 clusters Score -541113.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -541118.375000 Penalty: 4317.021484
	Iteration 33Q: 3 clusters Score -541118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -541125.562500 Penalty: 4317.021484
	Iteration 34Q: 3 clusters Score -541125.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -541131.250000 Penalty: 4317.021484
	Iteration 35Q: 3 clusters Score -541131.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -541138.250000 Penalty: 4317.021484
	Iteration 36Q: 3 clusters Score -541138.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -541144.125000 Penalty: 4317.021484
	Iteration 37Q: 3 clusters Score -541144.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -541153.375000 Penalty: 4317.021484
	Iteration 38Q: 3 clusters Score -541153.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -541157.812500 Penalty: 4317.021484
	Iteration 39Q: 3 clusters Score -541157.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -541165.375000 Penalty: 4317.021484
	Iteration 40F: 3 clusters Score -541165.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -541173.687500 Penalty: 4317.021484
	Iteration 41Q: 3 clusters Score -541173.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -541180.875000 Penalty: 4317.021484
	Iteration 42Q: 3 clusters Score -541180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -541187.437500 Penalty: 4317.021484
	Iteration 43Q: 3 clusters Score -541187.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -541192.812500 Penalty: 4317.021484
	Iteration 44Q: 3 clusters Score -541192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -541196.875000 Penalty: 4317.021484
	Iteration 45Q: 3 clusters Score -541196.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -541203.125000 Penalty: 4317.021484
	Iteration 46Q: 3 clusters Score -541203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -541207.687500 Penalty: 4317.021484
	Iteration 47Q: 3 clusters Score -541207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -541211.687500 Penalty: 4317.021484
	Iteration 48Q: 3 clusters Score -541211.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -541214.125000 Penalty: 4317.021484
	Iteration 49Q: 3 clusters Score -541214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -541214.625000 Penalty: 4317.021484
	Iteration 50Q: 3 clusters Score -541214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -541216.000000 Penalty: 4317.021484
	Iteration 51Q: 3 clusters Score -541216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -541217.250000 Penalty: 4317.021484
	Iteration 52Q: 3 clusters Score -541217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -541218.937500 Penalty: 4317.021484
	Iteration 53Q: 3 clusters Score -541218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -541220.875000 Penalty: 4317.021484
	Iteration 54Q: 3 clusters Score -541220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -541221.937500 Penalty: 4317.021484
	Iteration 55Q: 3 clusters Score -541221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -541222.812500 Penalty: 4317.021484
	Iteration 56Q: 3 clusters Score -541222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -541222.437500 Penalty: 4317.021484
	Iteration 57Q: 3 clusters Score -541222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -541222.750000 Penalty: 4317.021484
	Iteration 58Q: 3 clusters Score -541222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -541222.750000 Penalty: 4317.021484
	Iteration 59F: 3 clusters Score -541222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -7811960.000000 Penalty: 2787.803467
	Iteration 0F: 2 clusters Score -7811960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7761018.500000 Penalty: 5575.606934
	Iteration 0F: 3 clusters Score -7761018 nChanged 35741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -7781981.000000 Penalty: 5575.606934
	Iteration 1F: 3 clusters Score -7781981 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -7784369.000000 Penalty: 5575.606934
	Iteration 2F: 3 clusters Score -7784369 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -7787629.500000 Penalty: 5575.606934
	Iteration 3F: 3 clusters Score -7787630 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7791327.500000 Penalty: 5575.606934
	Iteration 4F: 3 clusters Score -7791328 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7794575.500000 Penalty: 5575.606934
	Iteration 5F: 3 clusters Score -7794576 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7797015.500000 Penalty: 5575.606934
	Iteration 6F: 3 clusters Score -7797016 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -7798646.000000 Penalty: 5575.606934
	Iteration 7Q: 3 clusters Score -7798646 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -7800082.500000 Penalty: 5575.606934
	Iteration 8Q: 3 clusters Score -7800082 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -7801321.500000 Penalty: 5575.606934
	Iteration 9Q: 3 clusters Score -7801322 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -7802677.500000 Penalty: 5575.606934
	Iteration 10Q: 3 clusters Score -7802678 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -7804260.000000 Penalty: 5575.606934
	Iteration 11Q: 3 clusters Score -7804260 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7805915.000000 Penalty: 5575.606934
	Iteration 12Q: 3 clusters Score -7805915 nChanged 1706
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: -7807370.000000 Penalty: 5575.606934
	Iteration 13Q: 3 clusters Score -7807370 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7808387.500000 Penalty: 5575.606934
	Iteration 14Q: 3 clusters Score -7808388 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7808915.000000 Penalty: 5575.606934
	Iteration 15Q: 3 clusters Score -7808915 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7809145.500000 Penalty: 5575.606934
	Iteration 16Q: 3 clusters Score -7809146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7809303.500000 Penalty: 5575.606934
	Iteration 17Q: 3 clusters Score -7809304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7809385.000000 Penalty: 5575.606934
	Iteration 18Q: 3 clusters Score -7809385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7809448.500000 Penalty: 5575.606934
	Iteration 19Q: 3 clusters Score -7809448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7809499.000000 Penalty: 5575.606934
	Iteration 20F: 3 clusters Score -7809499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7809523.000000 Penalty: 5575.606934
	Iteration 21Q: 3 clusters Score -7809523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7809528.500000 Penalty: 5575.606934
	Iteration 22Q: 3 clusters Score -7809528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7809528.500000 Penalty: 5575.606934
	Iteration 23Q: 3 clusters Score -7809528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7809531.000000 Penalty: 5575.606934
	Iteration 24Q: 3 clusters Score -7809531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7809532.500000 Penalty: 5575.606934
	Iteration 25Q: 3 clusters Score -7809532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7809534.000000 Penalty: 5575.606934
	Iteration 26Q: 3 clusters Score -7809534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7809535.500000 Penalty: 5575.606934
	Iteration 27Q: 3 clusters Score -7809536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7809543.000000 Penalty: 5575.606934
	Iteration 28Q: 3 clusters Score -7809543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7809545.500000 Penalty: 5575.606934
	Iteration 29Q: 3 clusters Score -7809546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7809545.500000 Penalty: 5575.606934
	Iteration 30Q: 3 clusters Score -7809546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7809545.500000 Penalty: 5575.606934
	Iteration 31F: 3 clusters Score -7809546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -920469.812500 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -920469.8 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 4653 members 
Entering Unmasked Estep 
Score: -913250.500000 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -913250.5 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -915705.562500 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -915705.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -916325.687500 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -916325.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -916934.437500 Penalty: 4532.920410
	Iteration 3F: 3 clusters Score -916934.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -917436.437500 Penalty: 4532.920410
	Iteration 4F: 3 clusters Score -917436.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -917880.062500 Penalty: 4532.920410
	Iteration 5F: 3 clusters Score -917880.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -918215.687500 Penalty: 4532.920410
	Iteration 6Q: 3 clusters Score -918215.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -918479.937500 Penalty: 4532.920410
	Iteration 7Q: 3 clusters Score -918479.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -918736.125000 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -918736.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -918972.000000 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -918972 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -919162.125000 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -919162.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -919290.062500 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -919290.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -919383.812500 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -919383.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -919439.312500 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -919439.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -919486.312500 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -919486.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -919527.812500 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -919527.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -919551.750000 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -919551.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -919562.437500 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -919562.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -919573.875000 Penalty: 4532.920410
	Iteration 18Q: 3 clusters Score -919573.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -919581.500000 Penalty: 4532.920410
	Iteration 19Q: 3 clusters Score -919581.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -919593.750000 Penalty: 4532.920410
	Iteration 20F: 3 clusters Score -919593.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -919602.625000 Penalty: 4532.920410
	Iteration 21Q: 3 clusters Score -919602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -919616.812500 Penalty: 4532.920410
	Iteration 22Q: 3 clusters Score -919616.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -919620.812500 Penalty: 4532.920410
	Iteration 23Q: 3 clusters Score -919620.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -919628.000000 Penalty: 4532.920410
	Iteration 24Q: 3 clusters Score -919628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -919634.375000 Penalty: 4532.920410
	Iteration 25Q: 3 clusters Score -919634.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -919641.250000 Penalty: 4532.920410
	Iteration 26Q: 3 clusters Score -919641.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -919646.250000 Penalty: 4532.920410
	Iteration 27Q: 3 clusters Score -919646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -919653.000000 Penalty: 4532.920410
	Iteration 28Q: 3 clusters Score -919653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -919658.500000 Penalty: 4532.920410
	Iteration 29Q: 3 clusters Score -919658.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -919666.250000 Penalty: 4532.920410
	Iteration 30Q: 3 clusters Score -919666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -919671.937500 Penalty: 4532.920410
	Iteration 31Q: 3 clusters Score -919671.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -919677.562500 Penalty: 4532.920410
	Iteration 32Q: 3 clusters Score -919677.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -919681.562500 Penalty: 4532.920410
	Iteration 33Q: 3 clusters Score -919681.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -919684.250000 Penalty: 4532.920410
	Iteration 34Q: 3 clusters Score -919684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -919685.937500 Penalty: 4532.920410
	Iteration 35Q: 3 clusters Score -919685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -919686.375000 Penalty: 4532.920410
	Iteration 36Q: 3 clusters Score -919686.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -919688.312500 Penalty: 4532.920410
	Iteration 37Q: 3 clusters Score -919688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -919688.187500 Penalty: 4532.920410
	Iteration 38Q: 3 clusters Score -919688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -919688.812500 Penalty: 4532.920410
	Iteration 39Q: 3 clusters Score -919688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -919689.312500 Penalty: 4532.920410
	Iteration 40F: 3 clusters Score -919689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -919689.312500 Penalty: 4532.920410
	Iteration 41Q: 3 clusters Score -919689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -919689.375000 Penalty: 4532.920410
	Iteration 42Q: 3 clusters Score -919689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -919690.937500 Penalty: 4532.920410
	Iteration 43Q: 3 clusters Score -919690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -919691.125000 Penalty: 4532.920410
	Iteration 44Q: 3 clusters Score -919691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -919692.062500 Penalty: 4532.920410
	Iteration 45Q: 3 clusters Score -919692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -919694.000000 Penalty: 4532.920410
	Iteration 46Q: 3 clusters Score -919694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -919695.125000 Penalty: 4532.920410
	Iteration 47Q: 3 clusters Score -919695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -919696.437500 Penalty: 4532.920410
	Iteration 48Q: 3 clusters Score -919696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -919694.187500 Penalty: 4532.920410
	Iteration 49Q: 3 clusters Score -919694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -919694.625000 Penalty: 4532.920410
	Iteration 50Q: 3 clusters Score -919694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -919695.437500 Penalty: 4532.920410
	Iteration 51Q: 3 clusters Score -919695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -919694.375000 Penalty: 4532.920410
	Iteration 52Q: 3 clusters Score -919694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -919694.750000 Penalty: 4532.920410
	Iteration 53Q: 3 clusters Score -919694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -919695.437500 Penalty: 4532.920410
	Iteration 54Q: 3 clusters Score -919695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -919695.437500 Penalty: 4532.920410
	Iteration 55F: 3 clusters Score -919695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -380349.406250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -380349.4 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 1896 members 
Entering Unmasked Estep 
Score: -376526.437500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -376526.4 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -377410.468750 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -377410.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -377600.468750 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -377600.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -377741.718750 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -377741.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -377863.375000 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -377863.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -377957.937500 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -377957.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -378029.312500 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -378029.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -378108.781250 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -378108.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -378197.093750 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -378197.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -378292.906250 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -378292.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -378390.468750 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -378390.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -378486.218750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -378486.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -378579.000000 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -378579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -378682.468750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -378682.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -378819.843750 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -378819.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -379013.937500 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -379013.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -379271.000000 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -379271 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -379530.687500 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -379530.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -379658.031250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -379658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -379770.625000 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -379770.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -379858.187500 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -379858.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379908.875000 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -379908.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -379934.375000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -379934.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379947.562500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -379947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379954.937500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -379954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -379959.187500 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -379959.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -379964.062500 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -379964.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -379971.781250 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -379971.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -379983.906250 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -379983.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -379994.718750 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -379994.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -380017.750000 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -380017.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -380056.375000 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -380056.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -380097.812500 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -380097.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -380147.031250 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -380147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -380227.531250 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -380227.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -380348.000000 Penalty: 4093.471680
	Iteration 35Q: 3 clusters Score -380348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -380515.156250 Penalty: 4093.471680
	Iteration 36Q: 3 clusters Score -380515.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -380661.187500 Penalty: 4093.471680
	Iteration 37Q: 3 clusters Score -380661.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -380730.218750 Penalty: 4093.471680
	Iteration 38Q: 3 clusters Score -380730.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -380751.781250 Penalty: 4093.471680
	Iteration 39Q: 3 clusters Score -380751.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -380764.812500 Penalty: 4093.471680
	Iteration 40F: 3 clusters Score -380764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -380769.656250 Penalty: 4093.471680
	Iteration 41Q: 3 clusters Score -380769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -380773.093750 Penalty: 4093.471680
	Iteration 42Q: 3 clusters Score -380773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -380777.156250 Penalty: 4093.471680
	Iteration 43Q: 3 clusters Score -380777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -380777.593750 Penalty: 4093.471680
	Iteration 44Q: 3 clusters Score -380777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -380777.718750 Penalty: 4093.471680
	Iteration 45Q: 3 clusters Score -380777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380778.437500 Penalty: 4093.471680
	Iteration 46Q: 3 clusters Score -380778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380778.437500 Penalty: 4093.471680
	Iteration 47F: 3 clusters Score -380778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210851 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56700 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43054 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25527 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14227 members 
Mstep: Class 32 contains 6025 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 2010 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32891 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5766 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 4058 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35825 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54227 members 
Mstep: Class 63 contains 1829 members 
Entering Unmasked Estep 
Score: -96216368.000000 Penalty: 215788.609375
Splitting cluster 35 changes total score from -96217376.000000 to -96216368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -401851.906250 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -401851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -397786.562500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -397786.6 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -398692.718750 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -398692.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -398946.562500 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -398946.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399125.437500 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -399125.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -399240.437500 Penalty: 4147.986328
	Iteration 4Q: 3 clusters Score -399240.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -399337.343750 Penalty: 4147.986328
	Iteration 5Q: 3 clusters Score -399337.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -399432.593750 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -399432.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -399522.843750 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -399522.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -399626.406250 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -399626.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -399735.156250 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -399735.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -399837.593750 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -399837.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -399944.562500 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -399944.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -400036.218750 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -400036.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -400098.125000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -400098.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -400148.937500 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -400148.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -400196.875000 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -400196.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -400236.781250 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -400236.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -400257.093750 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -400257.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -400269.062500 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -400269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -400279.593750 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -400279.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -400293.406250 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -400293.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -400308.781250 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -400308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -400319.187500 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -400319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -400324.906250 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -400324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -400328.187500 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -400328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -400332.656250 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -400332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -400336.500000 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -400336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -400345.687500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -400345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -400355.531250 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -400355.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -400364.000000 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -400364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -400367.937500 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -400367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -400373.093750 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -400373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -400376.593750 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -400376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -400379.375000 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -400379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -400382.937500 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -400382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -400389.750000 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -400389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -400393.125000 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -400393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -400396.000000 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -400396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -400396.781250 Penalty: 4147.986328
	Iteration 38Q: 3 clusters Score -400396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -400400.093750 Penalty: 4147.986328
	Iteration 39Q: 3 clusters Score -400400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -400400.968750 Penalty: 4147.986328
	Iteration 40F: 3 clusters Score -400401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -400402.625000 Penalty: 4147.986328
	Iteration 41Q: 3 clusters Score -400402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -400403.437500 Penalty: 4147.986328
	Iteration 42Q: 3 clusters Score -400403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -400404.687500 Penalty: 4147.986328
	Iteration 43Q: 3 clusters Score -400404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -400405.218750 Penalty: 4147.986328
	Iteration 44Q: 3 clusters Score -400405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -400405.218750 Penalty: 4147.986328
	Iteration 45F: 3 clusters Score -400405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -81693.914062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -81693.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79840.890625 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -79840.89 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80317.445312 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -80317.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -80590.109375 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -80590.11 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80771.468750 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -80771.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -80898.468750 Penalty: 3377.283447
	Iteration 4F: 3 clusters Score -80898.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -80970.343750 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -80970.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -81006.179688 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -81006.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -81035.773438 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -81035.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -81051.460938 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -81051.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -81059.835938 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -81059.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -81066.085938 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -81066.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81070.757812 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -81070.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -81088.148438 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -81088.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81101.773438 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -81101.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81105.460938 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -81105.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -81118.312500 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -81118.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81133.414062 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -81133.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81141.414062 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -81141.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81143.898438 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -81143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81143.898438 Penalty: 3377.283447
	Iteration 19F: 3 clusters Score -81143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -241655.828125 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -241655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -238678.812500 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -238678.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -239283.187500 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -239283.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -239448.171875 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -239448.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -239537.750000 Penalty: 3885.465576
	Iteration 3Q: 3 clusters Score -239537.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -239585.765625 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -239585.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -239617.500000 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -239617.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -239636.734375 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -239636.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -239649.796875 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -239649.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -239660.640625 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -239660.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -239674.796875 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -239674.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -239686.578125 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -239686.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -239698.328125 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -239698.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -239705.875000 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -239705.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -239716.140625 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -239716.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -239722.453125 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -239722.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -239729.328125 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -239729.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -239735.890625 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -239735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -239741.328125 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -239741.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -239744.484375 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -239744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -239747.812500 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -239747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -239752.203125 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -239752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239753.156250 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -239753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239755.062500 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -239755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -239758.031250 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -239758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -239758.203125 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -239758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -239758.328125 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -239758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239758.625000 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -239758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239759.031250 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -239759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239759.031250 Penalty: 3885.465576
	Iteration 28F: 3 clusters Score -239759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -138775.375000 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -138775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -136553.546875 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -136553.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -136853.250000 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -136853.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -136937.218750 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -136937.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -136991.015625 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -136991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -137024.015625 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -137024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -137046.296875 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -137046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137059.734375 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -137059.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137067.781250 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -137067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137076.765625 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -137076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137083.625000 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -137083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -137087.296875 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -137087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137093.062500 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -137093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -137098.515625 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -137098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137100.750000 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -137100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137102.218750 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -137102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137102.937500 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -137102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137104.562500 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -137104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -137106.500000 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -137106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -137108.703125 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -137108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137112.875000 Penalty: 3608.141846
	Iteration 19Q: 3 clusters Score -137112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137117.890625 Penalty: 3608.141846
	Iteration 20F: 3 clusters Score -137117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137123.187500 Penalty: 3608.141846
	Iteration 21Q: 3 clusters Score -137123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137128.765625 Penalty: 3608.141846
	Iteration 22Q: 3 clusters Score -137128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137131.140625 Penalty: 3608.141846
	Iteration 23Q: 3 clusters Score -137131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137135.453125 Penalty: 3608.141846
	Iteration 24Q: 3 clusters Score -137135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -137139.031250 Penalty: 3608.141846
	Iteration 25Q: 3 clusters Score -137139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -137142.453125 Penalty: 3608.141846
	Iteration 26Q: 3 clusters Score -137142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137144.281250 Penalty: 3608.141846
	Iteration 27Q: 3 clusters Score -137144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -137145.546875 Penalty: 3608.141846
	Iteration 28Q: 3 clusters Score -137145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137146.406250 Penalty: 3608.141846
	Iteration 29Q: 3 clusters Score -137146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137146.406250 Penalty: 3608.141846
	Iteration 30F: 3 clusters Score -137146.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -387906.812500 Penalty: 2053.176270
	Iteration 0F: 2 clusters Score -387906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -384048.781250 Penalty: 4106.352539
	Iteration 0F: 3 clusters Score -384048.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -384899.031250 Penalty: 4106.352539
	Iteration 1F: 3 clusters Score -384899 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -385100.781250 Penalty: 4106.352539
	Iteration 2F: 3 clusters Score -385100.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -385197.000000 Penalty: 4106.352539
	Iteration 3Q: 3 clusters Score -385197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -385262.093750 Penalty: 4106.352539
	Iteration 4Q: 3 clusters Score -385262.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -385308.187500 Penalty: 4106.352539
	Iteration 5Q: 3 clusters Score -385308.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -385346.468750 Penalty: 4106.352539
	Iteration 6Q: 3 clusters Score -385346.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -385376.343750 Penalty: 4106.352539
	Iteration 7Q: 3 clusters Score -385376.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -385398.250000 Penalty: 4106.352539
	Iteration 8Q: 3 clusters Score -385398.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -385417.968750 Penalty: 4106.352539
	Iteration 9Q: 3 clusters Score -385418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -385431.312500 Penalty: 4106.352539
	Iteration 10Q: 3 clusters Score -385431.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -385443.000000 Penalty: 4106.352539
	Iteration 11Q: 3 clusters Score -385443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -385456.281250 Penalty: 4106.352539
	Iteration 12Q: 3 clusters Score -385456.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -385466.812500 Penalty: 4106.352539
	Iteration 13Q: 3 clusters Score -385466.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -385474.437500 Penalty: 4106.352539
	Iteration 14Q: 3 clusters Score -385474.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -385486.000000 Penalty: 4106.352539
	Iteration 15Q: 3 clusters Score -385486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -385503.125000 Penalty: 4106.352539
	Iteration 16Q: 3 clusters Score -385503.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -385520.718750 Penalty: 4106.352539
	Iteration 17Q: 3 clusters Score -385520.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -385534.593750 Penalty: 4106.352539
	Iteration 18Q: 3 clusters Score -385534.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -385550.562500 Penalty: 4106.352539
	Iteration 19Q: 3 clusters Score -385550.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -385570.562500 Penalty: 4106.352539
	Iteration 20F: 3 clusters Score -385570.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -385598.093750 Penalty: 4106.352539
	Iteration 21Q: 3 clusters Score -385598.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -385632.343750 Penalty: 4106.352539
	Iteration 22Q: 3 clusters Score -385632.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -385660.687500 Penalty: 4106.352539
	Iteration 23Q: 3 clusters Score -385660.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -385682.625000 Penalty: 4106.352539
	Iteration 24Q: 3 clusters Score -385682.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -385706.093750 Penalty: 4106.352539
	Iteration 25Q: 3 clusters Score -385706.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -385733.625000 Penalty: 4106.352539
	Iteration 26Q: 3 clusters Score -385733.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -385757.625000 Penalty: 4106.352539
	Iteration 27Q: 3 clusters Score -385757.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -385788.718750 Penalty: 4106.352539
	Iteration 28Q: 3 clusters Score -385788.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -385817.781250 Penalty: 4106.352539
	Iteration 29Q: 3 clusters Score -385817.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -385839.406250 Penalty: 4106.352539
	Iteration 30Q: 3 clusters Score -385839.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -385861.156250 Penalty: 4106.352539
	Iteration 31Q: 3 clusters Score -385861.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -385884.250000 Penalty: 4106.352539
	Iteration 32Q: 3 clusters Score -385884.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -385910.656250 Penalty: 4106.352539
	Iteration 33Q: 3 clusters Score -385910.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -385934.625000 Penalty: 4106.352539
	Iteration 34Q: 3 clusters Score -385934.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -385954.218750 Penalty: 4106.352539
	Iteration 35Q: 3 clusters Score -385954.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -385983.593750 Penalty: 4106.352539
	Iteration 36Q: 3 clusters Score -385983.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -386005.937500 Penalty: 4106.352539
	Iteration 37Q: 3 clusters Score -386005.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -386025.468750 Penalty: 4106.352539
	Iteration 38Q: 3 clusters Score -386025.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -386049.562500 Penalty: 4106.352539
	Iteration 39Q: 3 clusters Score -386049.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -386074.218750 Penalty: 4106.352539
	Iteration 40F: 3 clusters Score -386074.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -386098.656250 Penalty: 4106.352539
	Iteration 41Q: 3 clusters Score -386098.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -386116.937500 Penalty: 4106.352539
	Iteration 42Q: 3 clusters Score -386116.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -386128.250000 Penalty: 4106.352539
	Iteration 43Q: 3 clusters Score -386128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -386135.750000 Penalty: 4106.352539
	Iteration 44Q: 3 clusters Score -386135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -386142.687500 Penalty: 4106.352539
	Iteration 45Q: 3 clusters Score -386142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -386149.343750 Penalty: 4106.352539
	Iteration 46Q: 3 clusters Score -386149.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -386157.218750 Penalty: 4106.352539
	Iteration 47Q: 3 clusters Score -386157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -386162.718750 Penalty: 4106.352539
	Iteration 48Q: 3 clusters Score -386162.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -386171.500000 Penalty: 4106.352539
	Iteration 49Q: 3 clusters Score -386171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -386179.437500 Penalty: 4106.352539
	Iteration 50Q: 3 clusters Score -386179.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -386190.125000 Penalty: 4106.352539
	Iteration 51Q: 3 clusters Score -386190.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -386199.093750 Penalty: 4106.352539
	Iteration 52Q: 3 clusters Score -386199.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -386208.250000 Penalty: 4106.352539
	Iteration 53Q: 3 clusters Score -386208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -386216.312500 Penalty: 4106.352539
	Iteration 54Q: 3 clusters Score -386216.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -386223.093750 Penalty: 4106.352539
	Iteration 55Q: 3 clusters Score -386223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -386232.656250 Penalty: 4106.352539
	Iteration 56Q: 3 clusters Score -386232.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -386242.625000 Penalty: 4106.352539
	Iteration 57Q: 3 clusters Score -386242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -386248.281250 Penalty: 4106.352539
	Iteration 58Q: 3 clusters Score -386248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -386253.843750 Penalty: 4106.352539
	Iteration 59Q: 3 clusters Score -386253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -386257.031250 Penalty: 4106.352539
	Iteration 60F: 3 clusters Score -386257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -386258.187500 Penalty: 4106.352539
	Iteration 61Q: 3 clusters Score -386258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -386258.812500 Penalty: 4106.352539
	Iteration 62Q: 3 clusters Score -386258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -386258.812500 Penalty: 4106.352539
	Iteration 63F: 3 clusters Score -386258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Entering Unmasked Estep 
Score: -735164.812500 Penalty: 2264.104980
	Iteration 0F: 2 clusters Score -735164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -728077.625000 Penalty: 4528.209961
	Iteration 0F: 3 clusters Score -728077.6 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -730434.750000 Penalty: 4528.209961
	Iteration 1F: 3 clusters Score -730434.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -731005.562500 Penalty: 4528.209961
	Iteration 2F: 3 clusters Score -731005.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -731569.625000 Penalty: 4528.209961
	Iteration 3F: 3 clusters Score -731569.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -732097.375000 Penalty: 4528.209961
	Iteration 4F: 3 clusters Score -732097.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -732519.187500 Penalty: 4528.209961
	Iteration 5F: 3 clusters Score -732519.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -732810.312500 Penalty: 4528.209961
	Iteration 6Q: 3 clusters Score -732810.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -733041.750000 Penalty: 4528.209961
	Iteration 7Q: 3 clusters Score -733041.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -733213.312500 Penalty: 4528.209961
	Iteration 8Q: 3 clusters Score -733213.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -733359.375000 Penalty: 4528.209961
	Iteration 9Q: 3 clusters Score -733359.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -733461.687500 Penalty: 4528.209961
	Iteration 10Q: 3 clusters Score -733461.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -733561.875000 Penalty: 4528.209961
	Iteration 11Q: 3 clusters Score -733561.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -733654.437500 Penalty: 4528.209961
	Iteration 12Q: 3 clusters Score -733654.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -733739.187500 Penalty: 4528.209961
	Iteration 13Q: 3 clusters Score -733739.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -733807.687500 Penalty: 4528.209961
	Iteration 14Q: 3 clusters Score -733807.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -733864.375000 Penalty: 4528.209961
	Iteration 15Q: 3 clusters Score -733864.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -733916.062500 Penalty: 4528.209961
	Iteration 16Q: 3 clusters Score -733916.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -733949.687500 Penalty: 4528.209961
	Iteration 17Q: 3 clusters Score -733949.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -733976.312500 Penalty: 4528.209961
	Iteration 18Q: 3 clusters Score -733976.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -733991.437500 Penalty: 4528.209961
	Iteration 19Q: 3 clusters Score -733991.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -734002.562500 Penalty: 4528.209961
	Iteration 20F: 3 clusters Score -734002.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -734016.437500 Penalty: 4528.209961
	Iteration 21Q: 3 clusters Score -734016.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -734027.437500 Penalty: 4528.209961
	Iteration 22Q: 3 clusters Score -734027.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -734030.750000 Penalty: 4528.209961
	Iteration 23Q: 3 clusters Score -734030.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -734038.187500 Penalty: 4528.209961
	Iteration 24Q: 3 clusters Score -734038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -734041.750000 Penalty: 4528.209961
	Iteration 25Q: 3 clusters Score -734041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -734043.312500 Penalty: 4528.209961
	Iteration 26Q: 3 clusters Score -734043.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -734047.812500 Penalty: 4528.209961
	Iteration 27Q: 3 clusters Score -734047.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -734053.000000 Penalty: 4528.209961
	Iteration 28Q: 3 clusters Score -734053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -734059.187500 Penalty: 4528.209961
	Iteration 29Q: 3 clusters Score -734059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -734061.062500 Penalty: 4528.209961
	Iteration 30Q: 3 clusters Score -734061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -734064.750000 Penalty: 4528.209961
	Iteration 31Q: 3 clusters Score -734064.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -734069.562500 Penalty: 4528.209961
	Iteration 32Q: 3 clusters Score -734069.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -734074.687500 Penalty: 4528.209961
	Iteration 33Q: 3 clusters Score -734074.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -734075.312500 Penalty: 4528.209961
	Iteration 34Q: 3 clusters Score -734075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -734076.937500 Penalty: 4528.209961
	Iteration 35Q: 3 clusters Score -734076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -734078.500000 Penalty: 4528.209961
	Iteration 36Q: 3 clusters Score -734078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -734080.125000 Penalty: 4528.209961
	Iteration 37Q: 3 clusters Score -734080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -734082.375000 Penalty: 4528.209961
	Iteration 38Q: 3 clusters Score -734082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -734083.500000 Penalty: 4528.209961
	Iteration 39Q: 3 clusters Score -734083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -734084.250000 Penalty: 4528.209961
	Iteration 40F: 3 clusters Score -734084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -734086.125000 Penalty: 4528.209961
	Iteration 41Q: 3 clusters Score -734086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -734086.812500 Penalty: 4528.209961
	Iteration 42Q: 3 clusters Score -734086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -734088.375000 Penalty: 4528.209961
	Iteration 43Q: 3 clusters Score -734088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -734087.625000 Penalty: 4528.209961
	Iteration 44Q: 3 clusters Score -734087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -734087.625000 Penalty: 4528.209961
	Iteration 45F: 3 clusters Score -734087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (32891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Entering Unmasked Estep 
Score: -3278322.750000 Penalty: 2579.436768
	Iteration 0F: 2 clusters Score -3278323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3255848.000000 Penalty: 5158.873535
	Iteration 0F: 3 clusters Score -3255848 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3264025.250000 Penalty: 5158.873535
	Iteration 1F: 3 clusters Score -3264025 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3264608.500000 Penalty: 5158.873535
	Iteration 2Q: 3 clusters Score -3264608 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3265172.000000 Penalty: 5158.873535
	Iteration 3Q: 3 clusters Score -3265172 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3265780.750000 Penalty: 5158.873535
	Iteration 4Q: 3 clusters Score -3265781 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3266451.750000 Penalty: 5158.873535
	Iteration 5Q: 3 clusters Score -3266452 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3267192.250000 Penalty: 5158.873535
	Iteration 6Q: 3 clusters Score -3267192 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3267933.750000 Penalty: 5158.873535
	Iteration 7Q: 3 clusters Score -3267934 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3268578.250000 Penalty: 5158.873535
	Iteration 8Q: 3 clusters Score -3268578 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3269095.250000 Penalty: 5158.873535
	Iteration 9Q: 3 clusters Score -3269095 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3269475.250000 Penalty: 5158.873535
	Iteration 10Q: 3 clusters Score -3269475 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3269740.000000 Penalty: 5158.873535
	Iteration 11Q: 3 clusters Score -3269740 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3269928.250000 Penalty: 5158.873535
	Iteration 12Q: 3 clusters Score -3269928 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3270073.500000 Penalty: 5158.873535
	Iteration 13Q: 3 clusters Score -3270074 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3270196.750000 Penalty: 5158.873535
	Iteration 14Q: 3 clusters Score -3270197 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3270286.500000 Penalty: 5158.873535
	Iteration 15Q: 3 clusters Score -3270286 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3270361.750000 Penalty: 5158.873535
	Iteration 16Q: 3 clusters Score -3270362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3270419.000000 Penalty: 5158.873535
	Iteration 17Q: 3 clusters Score -3270419 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3270466.250000 Penalty: 5158.873535
	Iteration 18Q: 3 clusters Score -3270466 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3270538.250000 Penalty: 5158.873535
	Iteration 19Q: 3 clusters Score -3270538 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3270618.000000 Penalty: 5158.873535
	Iteration 20F: 3 clusters Score -3270618 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3270681.250000 Penalty: 5158.873535
	Iteration 21Q: 3 clusters Score -3270681 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3270787.500000 Penalty: 5158.873535
	Iteration 22Q: 3 clusters Score -3270788 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3270937.500000 Penalty: 5158.873535
	Iteration 23Q: 3 clusters Score -3270938 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3271094.750000 Penalty: 5158.873535
	Iteration 24Q: 3 clusters Score -3271095 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3271288.250000 Penalty: 5158.873535
	Iteration 25Q: 3 clusters Score -3271288 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3271540.000000 Penalty: 5158.873535
	Iteration 26Q: 3 clusters Score -3271540 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3271822.250000 Penalty: 5158.873535
	Iteration 27Q: 3 clusters Score -3271822 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3272160.750000 Penalty: 5158.873535
	Iteration 28Q: 3 clusters Score -3272161 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3272494.000000 Penalty: 5158.873535
	Iteration 29Q: 3 clusters Score -3272494 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3272765.250000 Penalty: 5158.873535
	Iteration 30Q: 3 clusters Score -3272765 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3272991.000000 Penalty: 5158.873535
	Iteration 31Q: 3 clusters Score -3272991 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3273161.500000 Penalty: 5158.873535
	Iteration 32Q: 3 clusters Score -3273162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3273354.000000 Penalty: 5158.873535
	Iteration 33Q: 3 clusters Score -3273354 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3273521.750000 Penalty: 5158.873535
	Iteration 34Q: 3 clusters Score -3273522 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3273728.000000 Penalty: 5158.873535
	Iteration 35Q: 3 clusters Score -3273728 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3274006.750000 Penalty: 5158.873535
	Iteration 36Q: 3 clusters Score -3274007 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3274322.750000 Penalty: 5158.873535
	Iteration 37Q: 3 clusters Score -3274323 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3274662.250000 Penalty: 5158.873535
	Iteration 38Q: 3 clusters Score -3274662 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3275028.000000 Penalty: 5158.873535
	Iteration 39Q: 3 clusters Score -3275028 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3275311.500000 Penalty: 5158.873535
	Iteration 40F: 3 clusters Score -3275312 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3275560.250000 Penalty: 5158.873535
	Iteration 41Q: 3 clusters Score -3275560 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3275754.500000 Penalty: 5158.873535
	Iteration 42Q: 3 clusters Score -3275754 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3275925.750000 Penalty: 5158.873535
	Iteration 43Q: 3 clusters Score -3275926 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3276058.000000 Penalty: 5158.873535
	Iteration 44Q: 3 clusters Score -3276058 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3276158.500000 Penalty: 5158.873535
	Iteration 45Q: 3 clusters Score -3276158 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3276244.000000 Penalty: 5158.873535
	Iteration 46Q: 3 clusters Score -3276244 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3276296.500000 Penalty: 5158.873535
	Iteration 47Q: 3 clusters Score -3276296 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3276357.250000 Penalty: 5158.873535
	Iteration 48Q: 3 clusters Score -3276357 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3276390.000000 Penalty: 5158.873535
	Iteration 49Q: 3 clusters Score -3276390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3276431.750000 Penalty: 5158.873535
	Iteration 50Q: 3 clusters Score -3276432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3276448.750000 Penalty: 5158.873535
	Iteration 51Q: 3 clusters Score -3276449 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3276500.500000 Penalty: 5158.873535
	Iteration 52Q: 3 clusters Score -3276500 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3276517.250000 Penalty: 5158.873535
	Iteration 53Q: 3 clusters Score -3276517 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3276540.000000 Penalty: 5158.873535
	Iteration 54Q: 3 clusters Score -3276540 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3276572.250000 Penalty: 5158.873535
	Iteration 55Q: 3 clusters Score -3276572 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3276586.000000 Penalty: 5158.873535
	Iteration 56Q: 3 clusters Score -3276586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3276613.250000 Penalty: 5158.873535
	Iteration 57Q: 3 clusters Score -3276613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3276628.500000 Penalty: 5158.873535
	Iteration 58Q: 3 clusters Score -3276628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3276645.250000 Penalty: 5158.873535
	Iteration 59Q: 3 clusters Score -3276645 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3276653.000000 Penalty: 5158.873535
	Iteration 60F: 3 clusters Score -3276653 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3276664.750000 Penalty: 5158.873535
	Iteration 61Q: 3 clusters Score -3276665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3276684.750000 Penalty: 5158.873535
	Iteration 62Q: 3 clusters Score -3276685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3276696.250000 Penalty: 5158.873535
	Iteration 63Q: 3 clusters Score -3276696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3276703.000000 Penalty: 5158.873535
	Iteration 64Q: 3 clusters Score -3276703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3276718.500000 Penalty: 5158.873535
	Iteration 65Q: 3 clusters Score -3276718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3276713.250000 Penalty: 5158.873535
	Iteration 66Q: 3 clusters Score -3276713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3276717.000000 Penalty: 5158.873535
	Iteration 67Q: 3 clusters Score -3276717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3276719.750000 Penalty: 5158.873535
	Iteration 68Q: 3 clusters Score -3276720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3276723.750000 Penalty: 5158.873535
	Iteration 69Q: 3 clusters Score -3276724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3276721.000000 Penalty: 5158.873535
	Iteration 70Q: 3 clusters Score -3276721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3276728.750000 Penalty: 5158.873535
	Iteration 71Q: 3 clusters Score -3276729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3276745.250000 Penalty: 5158.873535
	Iteration 72Q: 3 clusters Score -3276745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3276743.250000 Penalty: 5158.873535
	Iteration 73Q: 3 clusters Score -3276743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3276746.500000 Penalty: 5158.873535
	Iteration 74Q: 3 clusters Score -3276746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3276748.250000 Penalty: 5158.873535
	Iteration 75Q: 3 clusters Score -3276748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3276746.250000 Penalty: 5158.873535
	Iteration 76Q: 3 clusters Score -3276746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3276746.250000 Penalty: 5158.873535
	Iteration 77Q: 3 clusters Score -3276746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3276748.750000 Penalty: 5158.873535
	Iteration 78Q: 3 clusters Score -3276749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3276753.000000 Penalty: 5158.873535
	Iteration 79Q: 3 clusters Score -3276753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3276753.250000 Penalty: 5158.873535
	Iteration 80F: 3 clusters Score -3276753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3276747.750000 Penalty: 5158.873535
	Iteration 81Q: 3 clusters Score -3276748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3276754.500000 Penalty: 5158.873535
	Iteration 82Q: 3 clusters Score -3276754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3276755.000000 Penalty: 5158.873535
	Iteration 83Q: 3 clusters Score -3276755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3276755.000000 Penalty: 5158.873535
	Iteration 84Q: 3 clusters Score -3276755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3276754.000000 Penalty: 5158.873535
	Iteration 85Q: 3 clusters Score -3276754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3276752.250000 Penalty: 5158.873535
	Iteration 86Q: 3 clusters Score -3276752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3276754.750000 Penalty: 5158.873535
	Iteration 87Q: 3 clusters Score -3276755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3276754.750000 Penalty: 5158.873535
	Iteration 88F: 3 clusters Score -3276755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -175083.890625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -175083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -172570.671875 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -172570.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -173019.078125 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -173019.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -173184.546875 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -173184.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -173299.656250 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -173299.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -173398.000000 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -173398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -173484.265625 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -173484.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -173549.140625 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -173549.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173610.000000 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -173610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -173691.328125 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -173691.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -173754.218750 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -173754.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -173796.937500 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -173796.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -173831.250000 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -173831.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -173863.046875 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -173863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -173893.578125 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -173893.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173921.671875 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -173921.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -173944.906250 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -173944.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173965.171875 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -173965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173976.234375 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -173976.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -173986.703125 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -173986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -173998.718750 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -173998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -174005.265625 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -174005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -174009.875000 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -174009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -174010.968750 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -174011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -174012.312500 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -174012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -174014.937500 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -174014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174017.781250 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -174017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -174024.265625 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -174024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -174028.671875 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -174028.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -174034.453125 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -174034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -174041.156250 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -174041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -174044.750000 Penalty: 3730.573730
	Iteration 30Q: 3 clusters Score -174044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174046.500000 Penalty: 3730.573730
	Iteration 31Q: 3 clusters Score -174046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -174046.843750 Penalty: 3730.573730
	Iteration 32Q: 3 clusters Score -174046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -174046.843750 Penalty: 3730.573730
	Iteration 33F: 3 clusters Score -174046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -244592.781250 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -244592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -241705.671875 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -241705.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242198.359375 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -242198.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -242328.062500 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -242328.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -242388.937500 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -242388.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -242424.984375 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -242425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242457.203125 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -242457.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242471.062500 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -242471.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242484.578125 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -242484.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -242500.140625 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -242500.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -242514.000000 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -242514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -242522.546875 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -242522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242530.046875 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -242530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -242543.968750 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -242544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242556.500000 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -242556.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242564.562500 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -242564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242571.968750 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -242572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242580.359375 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -242580.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242588.609375 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -242588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242594.750000 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -242594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242602.296875 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -242602.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242606.984375 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -242607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242612.125000 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -242612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242615.625000 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -242615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242624.203125 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -242624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242631.937500 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -242631.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242642.359375 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -242642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242646.984375 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -242647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242651.312500 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -242651.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242654.359375 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -242654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242656.171875 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -242656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242657.921875 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -242657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242660.015625 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -242660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242661.750000 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -242661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -242664.281250 Penalty: 3856.953125
	Iteration 33Q: 3 clusters Score -242664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242667.484375 Penalty: 3856.953125
	Iteration 34Q: 3 clusters Score -242667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242667.875000 Penalty: 3856.953125
	Iteration 35Q: 3 clusters Score -242667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242668.906250 Penalty: 3856.953125
	Iteration 36Q: 3 clusters Score -242668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242669.515625 Penalty: 3856.953125
	Iteration 37Q: 3 clusters Score -242669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242669.828125 Penalty: 3856.953125
	Iteration 38Q: 3 clusters Score -242669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242669.828125 Penalty: 3856.953125
	Iteration 39F: 3 clusters Score -242669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -444558.843750 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -444558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -440381.593750 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -440381.6 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -441329.343750 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -441329.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -441539.062500 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -441539.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -441671.281250 Penalty: 4169.173340
	Iteration 3F: 3 clusters Score -441671.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -441764.218750 Penalty: 4169.173340
	Iteration 4Q: 3 clusters Score -441764.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -441834.437500 Penalty: 4169.173340
	Iteration 5Q: 3 clusters Score -441834.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441909.093750 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -441909.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -441981.718750 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -441981.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -442052.312500 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -442052.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442123.531250 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -442123.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -442206.593750 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -442206.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -442317.937500 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -442317.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -442462.125000 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -442462.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -442604.187500 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -442604.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -442725.718750 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -442725.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -442820.875000 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -442820.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -442912.625000 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -442912.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -442978.343750 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -442978.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443013.562500 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -443013.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -443039.250000 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -443039.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -443061.593750 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -443061.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -443071.968750 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -443072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -443083.000000 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -443083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -443092.656250 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -443092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -443098.468750 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -443098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -443102.218750 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -443102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -443105.500000 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -443105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -443108.875000 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -443108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -443111.687500 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -443111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -443114.187500 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -443114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -443118.281250 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -443118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -443122.562500 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -443122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -443124.468750 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -443124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -443125.187500 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -443125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -443125.187500 Penalty: 4169.173340
	Iteration 34F: 3 clusters Score -443125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -544074.375000 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -544074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -539047.625000 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -539047.6 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -540293.062500 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -540293.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -540618.000000 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -540618 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -540962.312500 Penalty: 4295.228027
	Iteration 3F: 3 clusters Score -540962.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -541279.062500 Penalty: 4295.228027
	Iteration 4F: 3 clusters Score -541279.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -541546.625000 Penalty: 4295.228027
	Iteration 5F: 3 clusters Score -541546.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -541745.812500 Penalty: 4295.228027
	Iteration 6Q: 3 clusters Score -541745.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -541926.687500 Penalty: 4295.228027
	Iteration 7Q: 3 clusters Score -541926.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -542065.312500 Penalty: 4295.228027
	Iteration 8Q: 3 clusters Score -542065.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -542176.437500 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -542176.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -542247.625000 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -542247.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -542303.187500 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -542303.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -542347.562500 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -542347.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -542377.437500 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -542377.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -542405.625000 Penalty: 4295.228027
	Iteration 14Q: 3 clusters Score -542405.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -542438.062500 Penalty: 4295.228027
	Iteration 15Q: 3 clusters Score -542438.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -542460.187500 Penalty: 4295.228027
	Iteration 16Q: 3 clusters Score -542460.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -542475.187500 Penalty: 4295.228027
	Iteration 17Q: 3 clusters Score -542475.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -542489.312500 Penalty: 4295.228027
	Iteration 18Q: 3 clusters Score -542489.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -542500.062500 Penalty: 4295.228027
	Iteration 19Q: 3 clusters Score -542500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -542508.375000 Penalty: 4295.228027
	Iteration 20F: 3 clusters Score -542508.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -542514.937500 Penalty: 4295.228027
	Iteration 21Q: 3 clusters Score -542514.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -542524.312500 Penalty: 4295.228027
	Iteration 22Q: 3 clusters Score -542524.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -542536.875000 Penalty: 4295.228027
	Iteration 23Q: 3 clusters Score -542536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -542543.875000 Penalty: 4295.228027
	Iteration 24Q: 3 clusters Score -542543.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -542547.812500 Penalty: 4295.228027
	Iteration 25Q: 3 clusters Score -542547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -542548.125000 Penalty: 4295.228027
	Iteration 26Q: 3 clusters Score -542548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -542551.812500 Penalty: 4295.228027
	Iteration 27Q: 3 clusters Score -542551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -542553.000000 Penalty: 4295.228027
	Iteration 28Q: 3 clusters Score -542553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -542552.562500 Penalty: 4295.228027
	Iteration 29Q: 3 clusters Score -542552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -542553.562500 Penalty: 4295.228027
	Iteration 30Q: 3 clusters Score -542553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -542554.000000 Penalty: 4295.228027
	Iteration 31Q: 3 clusters Score -542554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -542554.625000 Penalty: 4295.228027
	Iteration 32Q: 3 clusters Score -542554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -542554.625000 Penalty: 4295.228027
	Iteration 33F: 3 clusters Score -542554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -52462.894531 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -52462.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50865.796875 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -50865.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51057.730469 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -51057.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51106.222656 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -51106.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51136.515625 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -51136.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51161.910156 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -51161.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51168.078125 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -51168.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51168.078125 Penalty: 3143.065674
	Iteration 6F: 3 clusters Score -51168.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -565177.375000 Penalty: 2156.278076
	Iteration 0F: 2 clusters Score -565177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -560077.875000 Penalty: 4312.556152
	Iteration 0F: 3 clusters Score -560077.9 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -561366.437500 Penalty: 4312.556152
	Iteration 1F: 3 clusters Score -561366.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -561670.125000 Penalty: 4312.556152
	Iteration 2F: 3 clusters Score -561670.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -561933.312500 Penalty: 4312.556152
	Iteration 3F: 3 clusters Score -561933.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -562205.750000 Penalty: 4312.556152
	Iteration 4F: 3 clusters Score -562205.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -562436.812500 Penalty: 4312.556152
	Iteration 5Q: 3 clusters Score -562436.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -562678.625000 Penalty: 4312.556152
	Iteration 6Q: 3 clusters Score -562678.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -562909.187500 Penalty: 4312.556152
	Iteration 7Q: 3 clusters Score -562909.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -563077.125000 Penalty: 4312.556152
	Iteration 8Q: 3 clusters Score -563077.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -563196.812500 Penalty: 4312.556152
	Iteration 9Q: 3 clusters Score -563196.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -563307.937500 Penalty: 4312.556152
	Iteration 10Q: 3 clusters Score -563307.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -563374.312500 Penalty: 4312.556152
	Iteration 11Q: 3 clusters Score -563374.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -563423.187500 Penalty: 4312.556152
	Iteration 12Q: 3 clusters Score -563423.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -563468.937500 Penalty: 4312.556152
	Iteration 13Q: 3 clusters Score -563468.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -563513.437500 Penalty: 4312.556152
	Iteration 14Q: 3 clusters Score -563513.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -563556.937500 Penalty: 4312.556152
	Iteration 15Q: 3 clusters Score -563556.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -563597.750000 Penalty: 4312.556152
	Iteration 16Q: 3 clusters Score -563597.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -563639.187500 Penalty: 4312.556152
	Iteration 17Q: 3 clusters Score -563639.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -563675.250000 Penalty: 4312.556152
	Iteration 18Q: 3 clusters Score -563675.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -563717.062500 Penalty: 4312.556152
	Iteration 19Q: 3 clusters Score -563717.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -563743.375000 Penalty: 4312.556152
	Iteration 20F: 3 clusters Score -563743.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -563762.375000 Penalty: 4312.556152
	Iteration 21Q: 3 clusters Score -563762.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -563776.187500 Penalty: 4312.556152
	Iteration 22Q: 3 clusters Score -563776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -563795.187500 Penalty: 4312.556152
	Iteration 23Q: 3 clusters Score -563795.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -563807.312500 Penalty: 4312.556152
	Iteration 24Q: 3 clusters Score -563807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -563815.312500 Penalty: 4312.556152
	Iteration 25Q: 3 clusters Score -563815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -563826.250000 Penalty: 4312.556152
	Iteration 26Q: 3 clusters Score -563826.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -563841.437500 Penalty: 4312.556152
	Iteration 27Q: 3 clusters Score -563841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -563858.750000 Penalty: 4312.556152
	Iteration 28Q: 3 clusters Score -563858.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -563869.750000 Penalty: 4312.556152
	Iteration 29Q: 3 clusters Score -563869.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -563879.812500 Penalty: 4312.556152
	Iteration 30Q: 3 clusters Score -563879.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -563888.750000 Penalty: 4312.556152
	Iteration 31Q: 3 clusters Score -563888.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -563896.875000 Penalty: 4312.556152
	Iteration 32Q: 3 clusters Score -563896.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -563905.500000 Penalty: 4312.556152
	Iteration 33Q: 3 clusters Score -563905.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -563915.062500 Penalty: 4312.556152
	Iteration 34Q: 3 clusters Score -563915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -563918.437500 Penalty: 4312.556152
	Iteration 35Q: 3 clusters Score -563918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -563923.062500 Penalty: 4312.556152
	Iteration 36Q: 3 clusters Score -563923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -563925.937500 Penalty: 4312.556152
	Iteration 37Q: 3 clusters Score -563925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -563927.062500 Penalty: 4312.556152
	Iteration 38Q: 3 clusters Score -563927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -563930.000000 Penalty: 4312.556152
	Iteration 39Q: 3 clusters Score -563930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -563930.937500 Penalty: 4312.556152
	Iteration 40F: 3 clusters Score -563930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -563934.312500 Penalty: 4312.556152
	Iteration 41Q: 3 clusters Score -563934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -563935.312500 Penalty: 4312.556152
	Iteration 42Q: 3 clusters Score -563935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -563935.625000 Penalty: 4312.556152
	Iteration 43Q: 3 clusters Score -563935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -563935.625000 Penalty: 4312.556152
	Iteration 44F: 3 clusters Score -563935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -330183.593750 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -330183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -326363.375000 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -326363.4 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -327383.093750 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -327383.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -327707.906250 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -327707.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -327978.031250 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -327978 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -328219.906250 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -328219.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -328418.500000 Penalty: 4120.989258
	Iteration 5F: 3 clusters Score -328418.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -328581.562500 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -328581.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328710.312500 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -328710.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -328838.937500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -328838.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -328924.906250 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -328924.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -328992.593750 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -328992.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -329044.781250 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -329044.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329086.625000 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -329086.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -329111.937500 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -329111.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -329134.312500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -329134.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -329149.687500 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -329149.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -329162.187500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -329162.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329179.687500 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -329179.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329194.687500 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -329194.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329208.062500 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -329208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -329219.125000 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -329219.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -329224.500000 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -329224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329232.312500 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -329232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329238.062500 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -329238.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -329246.468750 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -329246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -329253.093750 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -329253.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329258.906250 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -329258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329264.031250 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -329264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329267.250000 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -329267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329269.687500 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -329269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329272.156250 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -329272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -329276.093750 Penalty: 4120.989258
	Iteration 31Q: 3 clusters Score -329276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -329279.687500 Penalty: 4120.989258
	Iteration 32Q: 3 clusters Score -329279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -329281.531250 Penalty: 4120.989258
	Iteration 33Q: 3 clusters Score -329281.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -329286.531250 Penalty: 4120.989258
	Iteration 34Q: 3 clusters Score -329286.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -329293.937500 Penalty: 4120.989258
	Iteration 35Q: 3 clusters Score -329293.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -329304.093750 Penalty: 4120.989258
	Iteration 36Q: 3 clusters Score -329304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -329310.218750 Penalty: 4120.989258
	Iteration 37Q: 3 clusters Score -329310.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329314.375000 Penalty: 4120.989258
	Iteration 38Q: 3 clusters Score -329314.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -329321.000000 Penalty: 4120.989258
	Iteration 39Q: 3 clusters Score -329321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -329325.312500 Penalty: 4120.989258
	Iteration 40F: 3 clusters Score -329325.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -329330.437500 Penalty: 4120.989258
	Iteration 41Q: 3 clusters Score -329330.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -329334.656250 Penalty: 4120.989258
	Iteration 42Q: 3 clusters Score -329334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -329335.250000 Penalty: 4120.989258
	Iteration 43Q: 3 clusters Score -329335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329337.812500 Penalty: 4120.989258
	Iteration 44Q: 3 clusters Score -329337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -329339.031250 Penalty: 4120.989258
	Iteration 45Q: 3 clusters Score -329339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -329339.031250 Penalty: 4120.989258
	Iteration 46F: 3 clusters Score -329339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -376164.937500 Penalty: 2048.345703
	Iteration 0F: 2 clusters Score -376164.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -372381.937500 Penalty: 4096.691406
	Iteration 0F: 3 clusters Score -372381.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -373318.437500 Penalty: 4096.691406
	Iteration 1F: 3 clusters Score -373318.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -373601.750000 Penalty: 4096.691406
	Iteration 2F: 3 clusters Score -373601.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -373808.093750 Penalty: 4096.691406
	Iteration 3F: 3 clusters Score -373808.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -373990.937500 Penalty: 4096.691406
	Iteration 4F: 3 clusters Score -373990.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -374167.125000 Penalty: 4096.691406
	Iteration 5Q: 3 clusters Score -374167.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -374337.781250 Penalty: 4096.691406
	Iteration 6Q: 3 clusters Score -374337.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -374446.718750 Penalty: 4096.691406
	Iteration 7Q: 3 clusters Score -374446.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -374543.031250 Penalty: 4096.691406
	Iteration 8Q: 3 clusters Score -374543 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -374643.375000 Penalty: 4096.691406
	Iteration 9Q: 3 clusters Score -374643.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -374767.968750 Penalty: 4096.691406
	Iteration 10Q: 3 clusters Score -374768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -374884.281250 Penalty: 4096.691406
	Iteration 11Q: 3 clusters Score -374884.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -374982.000000 Penalty: 4096.691406
	Iteration 12Q: 3 clusters Score -374982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -375043.343750 Penalty: 4096.691406
	Iteration 13Q: 3 clusters Score -375043.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -375087.156250 Penalty: 4096.691406
	Iteration 14Q: 3 clusters Score -375087.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -375121.593750 Penalty: 4096.691406
	Iteration 15Q: 3 clusters Score -375121.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -375139.593750 Penalty: 4096.691406
	Iteration 16Q: 3 clusters Score -375139.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -375149.218750 Penalty: 4096.691406
	Iteration 17Q: 3 clusters Score -375149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375153.312500 Penalty: 4096.691406
	Iteration 18Q: 3 clusters Score -375153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -375156.343750 Penalty: 4096.691406
	Iteration 19Q: 3 clusters Score -375156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -375160.718750 Penalty: 4096.691406
	Iteration 20F: 3 clusters Score -375160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -375166.812500 Penalty: 4096.691406
	Iteration 21Q: 3 clusters Score -375166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -375173.531250 Penalty: 4096.691406
	Iteration 22Q: 3 clusters Score -375173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -375178.218750 Penalty: 4096.691406
	Iteration 23Q: 3 clusters Score -375178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375183.437500 Penalty: 4096.691406
	Iteration 24Q: 3 clusters Score -375183.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -375187.750000 Penalty: 4096.691406
	Iteration 25Q: 3 clusters Score -375187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375191.531250 Penalty: 4096.691406
	Iteration 26Q: 3 clusters Score -375191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -375199.250000 Penalty: 4096.691406
	Iteration 27Q: 3 clusters Score -375199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -375201.437500 Penalty: 4096.691406
	Iteration 28Q: 3 clusters Score -375201.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375207.437500 Penalty: 4096.691406
	Iteration 29Q: 3 clusters Score -375207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -375210.406250 Penalty: 4096.691406
	Iteration 30Q: 3 clusters Score -375210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -375212.937500 Penalty: 4096.691406
	Iteration 31Q: 3 clusters Score -375212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -375213.750000 Penalty: 4096.691406
	Iteration 32Q: 3 clusters Score -375213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -375217.468750 Penalty: 4096.691406
	Iteration 33Q: 3 clusters Score -375217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -375222.406250 Penalty: 4096.691406
	Iteration 34Q: 3 clusters Score -375222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -375226.812500 Penalty: 4096.691406
	Iteration 35Q: 3 clusters Score -375226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -375229.968750 Penalty: 4096.691406
	Iteration 36Q: 3 clusters Score -375230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -375230.875000 Penalty: 4096.691406
	Iteration 37Q: 3 clusters Score -375230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -375232.125000 Penalty: 4096.691406
	Iteration 38Q: 3 clusters Score -375232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375233.281250 Penalty: 4096.691406
	Iteration 39Q: 3 clusters Score -375233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375233.656250 Penalty: 4096.691406
	Iteration 40F: 3 clusters Score -375233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -375234.468750 Penalty: 4096.691406
	Iteration 41Q: 3 clusters Score -375234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -375236.093750 Penalty: 4096.691406
	Iteration 42Q: 3 clusters Score -375236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -375235.437500 Penalty: 4096.691406
	Iteration 43Q: 3 clusters Score -375235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -375235.437500 Penalty: 4096.691406
	Iteration 44F: 3 clusters Score -375235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -937242.062500 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -937242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -930234.125000 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -930234.1 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -932137.812500 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -932137.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -932433.312500 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -932433.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -932647.000000 Penalty: 4511.697266
	Iteration 3F: 3 clusters Score -932647 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -932800.187500 Penalty: 4511.697266
	Iteration 4Q: 3 clusters Score -932800.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -932929.875000 Penalty: 4511.697266
	Iteration 5Q: 3 clusters Score -932929.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -933059.437500 Penalty: 4511.697266
	Iteration 6Q: 3 clusters Score -933059.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -933226.000000 Penalty: 4511.697266
	Iteration 7Q: 3 clusters Score -933226 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -933445.937500 Penalty: 4511.697266
	Iteration 8Q: 3 clusters Score -933445.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -933737.437500 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -933737.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -934098.750000 Penalty: 4511.697266
	Iteration 10F: 3 clusters Score -934098.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -934472.000000 Penalty: 4511.697266
	Iteration 11F: 3 clusters Score -934472 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -934749.437500 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -934749.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -934938.437500 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -934938.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -935061.125000 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -935061.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -935163.875000 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -935163.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -935236.125000 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -935236.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -935290.125000 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -935290.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -935325.125000 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -935325.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -935355.125000 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -935355.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -935373.937500 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -935373.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -935385.437500 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -935385.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -935396.937500 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -935396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -935404.937500 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -935404.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -935408.375000 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -935408.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -935410.500000 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -935410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -935413.500000 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -935413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -935415.375000 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -935415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -935414.875000 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -935414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -935417.000000 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -935417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -935417.062500 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -935417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -935418.562500 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -935418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -935417.562500 Penalty: 4511.697266
	Iteration 32Q: 3 clusters Score -935417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -935418.562500 Penalty: 4511.697266
	Iteration 33Q: 3 clusters Score -935418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -935418.750000 Penalty: 4511.697266
	Iteration 34Q: 3 clusters Score -935418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -935422.937500 Penalty: 4511.697266
	Iteration 35Q: 3 clusters Score -935422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -935423.375000 Penalty: 4511.697266
	Iteration 36Q: 3 clusters Score -935423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -935425.250000 Penalty: 4511.697266
	Iteration 37Q: 3 clusters Score -935425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -935425.750000 Penalty: 4511.697266
	Iteration 38Q: 3 clusters Score -935425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -935428.937500 Penalty: 4511.697266
	Iteration 39Q: 3 clusters Score -935428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -935429.875000 Penalty: 4511.697266
	Iteration 40F: 3 clusters Score -935429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -935431.312500 Penalty: 4511.697266
	Iteration 41Q: 3 clusters Score -935431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -935431.312500 Penalty: 4511.697266
	Iteration 42F: 3 clusters Score -935431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Entering Unmasked Estep 
Score: -3288252.500000 Penalty: 2600.627686
	Iteration 0F: 2 clusters Score -3288252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3263825.000000 Penalty: 5201.255371
	Iteration 0F: 3 clusters Score -3263825 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3273138.750000 Penalty: 5201.255371
	Iteration 1F: 3 clusters Score -3273139 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3273911.000000 Penalty: 5201.255371
	Iteration 2F: 3 clusters Score -3273911 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3274709.250000 Penalty: 5201.255371
	Iteration 3F: 3 clusters Score -3274709 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3275535.750000 Penalty: 5201.255371
	Iteration 4Q: 3 clusters Score -3275536 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3276468.000000 Penalty: 5201.255371
	Iteration 5F: 3 clusters Score -3276468 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3277428.750000 Penalty: 5201.255371
	Iteration 6F: 3 clusters Score -3277429 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3278437.500000 Penalty: 5201.255371
	Iteration 7F: 3 clusters Score -3278438 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3279470.000000 Penalty: 5201.255371
	Iteration 8F: 3 clusters Score -3279470 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3280419.750000 Penalty: 5201.255371
	Iteration 9Q: 3 clusters Score -3280420 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3281277.500000 Penalty: 5201.255371
	Iteration 10Q: 3 clusters Score -3281278 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3281962.750000 Penalty: 5201.255371
	Iteration 11Q: 3 clusters Score -3281963 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3282480.500000 Penalty: 5201.255371
	Iteration 12Q: 3 clusters Score -3282480 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3282832.750000 Penalty: 5201.255371
	Iteration 13Q: 3 clusters Score -3282833 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3283087.750000 Penalty: 5201.255371
	Iteration 14Q: 3 clusters Score -3283088 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3283298.000000 Penalty: 5201.255371
	Iteration 15Q: 3 clusters Score -3283298 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3283510.000000 Penalty: 5201.255371
	Iteration 16Q: 3 clusters Score -3283510 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3283711.250000 Penalty: 5201.255371
	Iteration 17Q: 3 clusters Score -3283711 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3283901.500000 Penalty: 5201.255371
	Iteration 18Q: 3 clusters Score -3283902 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3284126.000000 Penalty: 5201.255371
	Iteration 19Q: 3 clusters Score -3284126 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3284356.750000 Penalty: 5201.255371
	Iteration 20F: 3 clusters Score -3284357 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3284603.500000 Penalty: 5201.255371
	Iteration 21Q: 3 clusters Score -3284604 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3284843.000000 Penalty: 5201.255371
	Iteration 22Q: 3 clusters Score -3284843 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3285079.000000 Penalty: 5201.255371
	Iteration 23Q: 3 clusters Score -3285079 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3285286.500000 Penalty: 5201.255371
	Iteration 24Q: 3 clusters Score -3285286 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3285509.750000 Penalty: 5201.255371
	Iteration 25Q: 3 clusters Score -3285510 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3285662.500000 Penalty: 5201.255371
	Iteration 26Q: 3 clusters Score -3285662 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3285798.000000 Penalty: 5201.255371
	Iteration 27Q: 3 clusters Score -3285798 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3285917.000000 Penalty: 5201.255371
	Iteration 28Q: 3 clusters Score -3285917 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3286028.000000 Penalty: 5201.255371
	Iteration 29Q: 3 clusters Score -3286028 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3286144.750000 Penalty: 5201.255371
	Iteration 30Q: 3 clusters Score -3286145 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3286217.500000 Penalty: 5201.255371
	Iteration 31Q: 3 clusters Score -3286218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3286281.250000 Penalty: 5201.255371
	Iteration 32Q: 3 clusters Score -3286281 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3286328.750000 Penalty: 5201.255371
	Iteration 33Q: 3 clusters Score -3286329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3286369.750000 Penalty: 5201.255371
	Iteration 34Q: 3 clusters Score -3286370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3286422.500000 Penalty: 5201.255371
	Iteration 35Q: 3 clusters Score -3286422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3286460.500000 Penalty: 5201.255371
	Iteration 36Q: 3 clusters Score -3286460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3286485.000000 Penalty: 5201.255371
	Iteration 37Q: 3 clusters Score -3286485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3286536.500000 Penalty: 5201.255371
	Iteration 38Q: 3 clusters Score -3286536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3286574.500000 Penalty: 5201.255371
	Iteration 39Q: 3 clusters Score -3286574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3286598.250000 Penalty: 5201.255371
	Iteration 40F: 3 clusters Score -3286598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3286617.000000 Penalty: 5201.255371
	Iteration 41Q: 3 clusters Score -3286617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3286637.500000 Penalty: 5201.255371
	Iteration 42Q: 3 clusters Score -3286638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3286668.000000 Penalty: 5201.255371
	Iteration 43Q: 3 clusters Score -3286668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3286692.500000 Penalty: 5201.255371
	Iteration 44Q: 3 clusters Score -3286692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3286720.250000 Penalty: 5201.255371
	Iteration 45Q: 3 clusters Score -3286720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3286761.750000 Penalty: 5201.255371
	Iteration 46Q: 3 clusters Score -3286762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3286786.750000 Penalty: 5201.255371
	Iteration 47Q: 3 clusters Score -3286787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3286815.750000 Penalty: 5201.255371
	Iteration 48Q: 3 clusters Score -3286816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3286843.250000 Penalty: 5201.255371
	Iteration 49Q: 3 clusters Score -3286843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3286862.750000 Penalty: 5201.255371
	Iteration 50Q: 3 clusters Score -3286863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3286901.250000 Penalty: 5201.255371
	Iteration 51Q: 3 clusters Score -3286901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3286926.750000 Penalty: 5201.255371
	Iteration 52Q: 3 clusters Score -3286927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3286943.250000 Penalty: 5201.255371
	Iteration 53Q: 3 clusters Score -3286943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3286940.250000 Penalty: 5201.255371
	Iteration 54Q: 3 clusters Score -3286940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3286948.000000 Penalty: 5201.255371
	Iteration 55Q: 3 clusters Score -3286948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3286957.750000 Penalty: 5201.255371
	Iteration 56Q: 3 clusters Score -3286958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3286972.500000 Penalty: 5201.255371
	Iteration 57Q: 3 clusters Score -3286972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3286977.750000 Penalty: 5201.255371
	Iteration 58Q: 3 clusters Score -3286978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3286979.750000 Penalty: 5201.255371
	Iteration 59Q: 3 clusters Score -3286980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3286988.750000 Penalty: 5201.255371
	Iteration 60F: 3 clusters Score -3286989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3286990.000000 Penalty: 5201.255371
	Iteration 61Q: 3 clusters Score -3286990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3286993.000000 Penalty: 5201.255371
	Iteration 62Q: 3 clusters Score -3286993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3286994.250000 Penalty: 5201.255371
	Iteration 63Q: 3 clusters Score -3286994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3286997.750000 Penalty: 5201.255371
	Iteration 64Q: 3 clusters Score -3286998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3286994.250000 Penalty: 5201.255371
	Iteration 65Q: 3 clusters Score -3286994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3286994.250000 Penalty: 5201.255371
	Iteration 66F: 3 clusters Score -3286994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -343994.500000 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -343994.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -340467.125000 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -340467.1 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -341239.937500 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -341239.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -341412.500000 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -341412.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -341493.156250 Penalty: 4037.017822
	Iteration 3Q: 3 clusters Score -341493.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -341544.000000 Penalty: 4037.017822
	Iteration 4Q: 3 clusters Score -341544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -341576.125000 Penalty: 4037.017822
	Iteration 5Q: 3 clusters Score -341576.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -341597.625000 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -341597.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -341619.312500 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -341619.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -341629.562500 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -341629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -341636.906250 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -341636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -341642.531250 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -341642.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -341648.406250 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -341648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -341653.187500 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -341653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -341655.718750 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -341655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341657.062500 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -341657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -341661.593750 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -341661.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -341666.968750 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -341667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -341675.531250 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -341675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -341685.062500 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -341685.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -341696.093750 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -341696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -341706.812500 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -341706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -341715.906250 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -341715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -341722.187500 Penalty: 4037.017822
	Iteration 22Q: 3 clusters Score -341722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -341725.156250 Penalty: 4037.017822
	Iteration 23Q: 3 clusters Score -341725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -341727.375000 Penalty: 4037.017822
	Iteration 24Q: 3 clusters Score -341727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -341729.281250 Penalty: 4037.017822
	Iteration 25Q: 3 clusters Score -341729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -341729.906250 Penalty: 4037.017822
	Iteration 26Q: 3 clusters Score -341729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -341730.343750 Penalty: 4037.017822
	Iteration 27Q: 3 clusters Score -341730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341730.562500 Penalty: 4037.017822
	Iteration 28Q: 3 clusters Score -341730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341731.562500 Penalty: 4037.017822
	Iteration 29Q: 3 clusters Score -341731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -341731.562500 Penalty: 4037.017822
	Iteration 30F: 3 clusters Score -341731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -231081.187500 Penalty: 1925.966309
	Iteration 0F: 2 clusters Score -231081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -228200.796875 Penalty: 3851.932617
	Iteration 0F: 3 clusters Score -228200.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228776.265625 Penalty: 3851.932617
	Iteration 1F: 3 clusters Score -228776.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -228948.968750 Penalty: 3851.932617
	Iteration 2F: 3 clusters Score -228949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -229053.375000 Penalty: 3851.932617
	Iteration 3F: 3 clusters Score -229053.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229129.265625 Penalty: 3851.932617
	Iteration 4Q: 3 clusters Score -229129.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -229189.281250 Penalty: 3851.932617
	Iteration 5Q: 3 clusters Score -229189.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -229232.750000 Penalty: 3851.932617
	Iteration 6Q: 3 clusters Score -229232.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -229268.062500 Penalty: 3851.932617
	Iteration 7Q: 3 clusters Score -229268.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -229291.859375 Penalty: 3851.932617
	Iteration 8Q: 3 clusters Score -229291.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -229315.937500 Penalty: 3851.932617
	Iteration 9Q: 3 clusters Score -229315.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -229339.046875 Penalty: 3851.932617
	Iteration 10Q: 3 clusters Score -229339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -229355.609375 Penalty: 3851.932617
	Iteration 11Q: 3 clusters Score -229355.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229374.546875 Penalty: 3851.932617
	Iteration 12Q: 3 clusters Score -229374.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -229393.890625 Penalty: 3851.932617
	Iteration 13Q: 3 clusters Score -229393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -229404.078125 Penalty: 3851.932617
	Iteration 14Q: 3 clusters Score -229404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -229411.843750 Penalty: 3851.932617
	Iteration 15Q: 3 clusters Score -229411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -229418.703125 Penalty: 3851.932617
	Iteration 16Q: 3 clusters Score -229418.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -229426.218750 Penalty: 3851.932617
	Iteration 17Q: 3 clusters Score -229426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -229430.187500 Penalty: 3851.932617
	Iteration 18Q: 3 clusters Score -229430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -229434.796875 Penalty: 3851.932617
	Iteration 19Q: 3 clusters Score -229434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -229440.468750 Penalty: 3851.932617
	Iteration 20F: 3 clusters Score -229440.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -229445.203125 Penalty: 3851.932617
	Iteration 21Q: 3 clusters Score -229445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -229449.062500 Penalty: 3851.932617
	Iteration 22Q: 3 clusters Score -229449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -229453.109375 Penalty: 3851.932617
	Iteration 23Q: 3 clusters Score -229453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229457.796875 Penalty: 3851.932617
	Iteration 24Q: 3 clusters Score -229457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -229465.359375 Penalty: 3851.932617
	Iteration 25Q: 3 clusters Score -229465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -229472.062500 Penalty: 3851.932617
	Iteration 26Q: 3 clusters Score -229472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -229477.390625 Penalty: 3851.932617
	Iteration 27Q: 3 clusters Score -229477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -229487.281250 Penalty: 3851.932617
	Iteration 28Q: 3 clusters Score -229487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -229498.921875 Penalty: 3851.932617
	Iteration 29Q: 3 clusters Score -229498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -229516.187500 Penalty: 3851.932617
	Iteration 30Q: 3 clusters Score -229516.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229539.968750 Penalty: 3851.932617
	Iteration 31Q: 3 clusters Score -229540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -229561.843750 Penalty: 3851.932617
	Iteration 32Q: 3 clusters Score -229561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -229587.781250 Penalty: 3851.932617
	Iteration 33Q: 3 clusters Score -229587.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -229626.609375 Penalty: 3851.932617
	Iteration 34Q: 3 clusters Score -229626.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -229661.406250 Penalty: 3851.932617
	Iteration 35Q: 3 clusters Score -229661.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -229696.500000 Penalty: 3851.932617
	Iteration 36Q: 3 clusters Score -229696.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -229729.062500 Penalty: 3851.932617
	Iteration 37Q: 3 clusters Score -229729.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -229761.750000 Penalty: 3851.932617
	Iteration 38Q: 3 clusters Score -229761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -229787.390625 Penalty: 3851.932617
	Iteration 39Q: 3 clusters Score -229787.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -229803.421875 Penalty: 3851.932617
	Iteration 40F: 3 clusters Score -229803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -229820.671875 Penalty: 3851.932617
	Iteration 41Q: 3 clusters Score -229820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -229832.296875 Penalty: 3851.932617
	Iteration 42Q: 3 clusters Score -229832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229844.187500 Penalty: 3851.932617
	Iteration 43Q: 3 clusters Score -229844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229857.812500 Penalty: 3851.932617
	Iteration 44Q: 3 clusters Score -229857.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -229874.328125 Penalty: 3851.932617
	Iteration 45Q: 3 clusters Score -229874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -229888.171875 Penalty: 3851.932617
	Iteration 46Q: 3 clusters Score -229888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -229892.828125 Penalty: 3851.932617
	Iteration 47Q: 3 clusters Score -229892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -229901.828125 Penalty: 3851.932617
	Iteration 48Q: 3 clusters Score -229901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -229906.421875 Penalty: 3851.932617
	Iteration 49Q: 3 clusters Score -229906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -229909.359375 Penalty: 3851.932617
	Iteration 50Q: 3 clusters Score -229909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -229914.093750 Penalty: 3851.932617
	Iteration 51Q: 3 clusters Score -229914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -229916.843750 Penalty: 3851.932617
	Iteration 52Q: 3 clusters Score -229916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -229919.515625 Penalty: 3851.932617
	Iteration 53Q: 3 clusters Score -229919.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -229925.171875 Penalty: 3851.932617
	Iteration 54Q: 3 clusters Score -229925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -229932.750000 Penalty: 3851.932617
	Iteration 55Q: 3 clusters Score -229932.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -229937.328125 Penalty: 3851.932617
	Iteration 56Q: 3 clusters Score -229937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -229939.875000 Penalty: 3851.932617
	Iteration 57Q: 3 clusters Score -229939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -229942.468750 Penalty: 3851.932617
	Iteration 58Q: 3 clusters Score -229942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -229943.984375 Penalty: 3851.932617
	Iteration 59Q: 3 clusters Score -229944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -229946.593750 Penalty: 3851.932617
	Iteration 60F: 3 clusters Score -229946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -229949.015625 Penalty: 3851.932617
	Iteration 61Q: 3 clusters Score -229949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -229949.484375 Penalty: 3851.932617
	Iteration 62Q: 3 clusters Score -229949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -229950.718750 Penalty: 3851.932617
	Iteration 63Q: 3 clusters Score -229950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -229953.171875 Penalty: 3851.932617
	Iteration 64Q: 3 clusters Score -229953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -229954.046875 Penalty: 3851.932617
	Iteration 65Q: 3 clusters Score -229954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229956.078125 Penalty: 3851.932617
	Iteration 66Q: 3 clusters Score -229956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229957.953125 Penalty: 3851.932617
	Iteration 67Q: 3 clusters Score -229958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229959.156250 Penalty: 3851.932617
	Iteration 68Q: 3 clusters Score -229959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229959.156250 Penalty: 3851.932617
	Iteration 69F: 3 clusters Score -229959.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -636907.500000 Penalty: 2174.991699
	Iteration 0F: 2 clusters Score -636907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -631472.562500 Penalty: 4349.983398
	Iteration 0F: 3 clusters Score -631472.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -632899.437500 Penalty: 4349.983398
	Iteration 1F: 3 clusters Score -632899.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -633150.500000 Penalty: 4349.983398
	Iteration 2F: 3 clusters Score -633150.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -633294.375000 Penalty: 4349.983398
	Iteration 3Q: 3 clusters Score -633294.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -633399.750000 Penalty: 4349.983398
	Iteration 4Q: 3 clusters Score -633399.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -633504.062500 Penalty: 4349.983398
	Iteration 5Q: 3 clusters Score -633504.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -633613.125000 Penalty: 4349.983398
	Iteration 6Q: 3 clusters Score -633613.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -633726.000000 Penalty: 4349.983398
	Iteration 7Q: 3 clusters Score -633726 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -633822.625000 Penalty: 4349.983398
	Iteration 8Q: 3 clusters Score -633822.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -633917.875000 Penalty: 4349.983398
	Iteration 9Q: 3 clusters Score -633917.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -634008.562500 Penalty: 4349.983398
	Iteration 10Q: 3 clusters Score -634008.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -634097.000000 Penalty: 4349.983398
	Iteration 11Q: 3 clusters Score -634097 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -634189.812500 Penalty: 4349.983398
	Iteration 12Q: 3 clusters Score -634189.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -634270.562500 Penalty: 4349.983398
	Iteration 13Q: 3 clusters Score -634270.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -634344.437500 Penalty: 4349.983398
	Iteration 14Q: 3 clusters Score -634344.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -634416.312500 Penalty: 4349.983398
	Iteration 15Q: 3 clusters Score -634416.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -634497.937500 Penalty: 4349.983398
	Iteration 16Q: 3 clusters Score -634497.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -634581.062500 Penalty: 4349.983398
	Iteration 17Q: 3 clusters Score -634581.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -634677.937500 Penalty: 4349.983398
	Iteration 18Q: 3 clusters Score -634677.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -634791.375000 Penalty: 4349.983398
	Iteration 19Q: 3 clusters Score -634791.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -634909.687500 Penalty: 4349.983398
	Iteration 20F: 3 clusters Score -634909.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -635020.625000 Penalty: 4349.983398
	Iteration 21Q: 3 clusters Score -635020.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -635111.562500 Penalty: 4349.983398
	Iteration 22Q: 3 clusters Score -635111.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -635186.437500 Penalty: 4349.983398
	Iteration 23Q: 3 clusters Score -635186.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -635261.375000 Penalty: 4349.983398
	Iteration 24Q: 3 clusters Score -635261.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -635366.000000 Penalty: 4349.983398
	Iteration 25Q: 3 clusters Score -635366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -635456.437500 Penalty: 4349.983398
	Iteration 26Q: 3 clusters Score -635456.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -635517.750000 Penalty: 4349.983398
	Iteration 27Q: 3 clusters Score -635517.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -635554.500000 Penalty: 4349.983398
	Iteration 28Q: 3 clusters Score -635554.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -635574.375000 Penalty: 4349.983398
	Iteration 29Q: 3 clusters Score -635574.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -635594.250000 Penalty: 4349.983398
	Iteration 30Q: 3 clusters Score -635594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -635606.937500 Penalty: 4349.983398
	Iteration 31Q: 3 clusters Score -635606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -635611.375000 Penalty: 4349.983398
	Iteration 32Q: 3 clusters Score -635611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -635614.875000 Penalty: 4349.983398
	Iteration 33Q: 3 clusters Score -635614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -635615.375000 Penalty: 4349.983398
	Iteration 34Q: 3 clusters Score -635615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -635619.437500 Penalty: 4349.983398
	Iteration 35Q: 3 clusters Score -635619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -635622.312500 Penalty: 4349.983398
	Iteration 36Q: 3 clusters Score -635622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -635622.750000 Penalty: 4349.983398
	Iteration 37Q: 3 clusters Score -635622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -635624.187500 Penalty: 4349.983398
	Iteration 38Q: 3 clusters Score -635624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -635624.875000 Penalty: 4349.983398
	Iteration 39Q: 3 clusters Score -635624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -635625.375000 Penalty: 4349.983398
	Iteration 40F: 3 clusters Score -635625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -635625.500000 Penalty: 4349.983398
	Iteration 41Q: 3 clusters Score -635625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -635625.437500 Penalty: 4349.983398
	Iteration 42Q: 3 clusters Score -635625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -635625.437500 Penalty: 4349.983398
	Iteration 43F: 3 clusters Score -635625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Entering Unmasked Estep 
Score: -280815.375000 Penalty: 1984.336060
	Iteration 0F: 2 clusters Score -280815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -277574.093750 Penalty: 3968.672119
	Iteration 0F: 3 clusters Score -277574.1 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -278205.343750 Penalty: 3968.672119
	Iteration 1F: 3 clusters Score -278205.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -278406.843750 Penalty: 3968.672119
	Iteration 2F: 3 clusters Score -278406.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -278569.437500 Penalty: 3968.672119
	Iteration 3F: 3 clusters Score -278569.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -278693.093750 Penalty: 3968.672119
	Iteration 4Q: 3 clusters Score -278693.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -278811.468750 Penalty: 3968.672119
	Iteration 5Q: 3 clusters Score -278811.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278916.531250 Penalty: 3968.672119
	Iteration 6Q: 3 clusters Score -278916.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -279036.156250 Penalty: 3968.672119
	Iteration 7Q: 3 clusters Score -279036.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279146.500000 Penalty: 3968.672119
	Iteration 8Q: 3 clusters Score -279146.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -279236.125000 Penalty: 3968.672119
	Iteration 9Q: 3 clusters Score -279236.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -279312.968750 Penalty: 3968.672119
	Iteration 10Q: 3 clusters Score -279313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279369.843750 Penalty: 3968.672119
	Iteration 11Q: 3 clusters Score -279369.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -279416.656250 Penalty: 3968.672119
	Iteration 12Q: 3 clusters Score -279416.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -279455.031250 Penalty: 3968.672119
	Iteration 13Q: 3 clusters Score -279455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -279483.718750 Penalty: 3968.672119
	Iteration 14Q: 3 clusters Score -279483.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -279500.281250 Penalty: 3968.672119
	Iteration 15Q: 3 clusters Score -279500.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -279513.531250 Penalty: 3968.672119
	Iteration 16Q: 3 clusters Score -279513.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -279530.062500 Penalty: 3968.672119
	Iteration 17Q: 3 clusters Score -279530.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279538.281250 Penalty: 3968.672119
	Iteration 18Q: 3 clusters Score -279538.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -279545.593750 Penalty: 3968.672119
	Iteration 19Q: 3 clusters Score -279545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -279552.500000 Penalty: 3968.672119
	Iteration 20F: 3 clusters Score -279552.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279555.843750 Penalty: 3968.672119
	Iteration 21Q: 3 clusters Score -279555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279556.375000 Penalty: 3968.672119
	Iteration 22Q: 3 clusters Score -279556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279556.375000 Penalty: 3968.672119
	Iteration 23F: 3 clusters Score -279556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -717279.812500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -717279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -711391.250000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -711391.2 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -712972.812500 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -712972.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -713226.312500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -713226.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -713452.437500 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -713452.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -713685.937500 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -713685.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -713945.375000 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -713945.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -714235.000000 Penalty: 4399.988281
	Iteration 6F: 3 clusters Score -714235 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -714549.937500 Penalty: 4399.988281
	Iteration 7F: 3 clusters Score -714549.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -714805.687500 Penalty: 4399.988281
	Iteration 8F: 3 clusters Score -714805.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -714991.375000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -714991.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -715118.875000 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -715118.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -715204.937500 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -715204.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -715252.000000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -715252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -715292.750000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -715292.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -715317.875000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -715317.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -715340.250000 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -715340.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -715353.500000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -715353.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -715366.562500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -715366.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -715368.812500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -715368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -715372.750000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -715372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -715375.500000 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -715375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -715378.000000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -715378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -715381.625000 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -715381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -715383.875000 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -715383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -715384.687500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -715384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -715384.875000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -715384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -715388.937500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -715388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -715392.250000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -715392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -715394.000000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -715394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -715394.062500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -715394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -715394.875000 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -715394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -715395.625000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -715395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -715394.812500 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -715394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -715396.562500 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -715396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -715397.125000 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -715397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -715397.937500 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -715397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -715398.625000 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -715398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -715398.625000 Penalty: 4399.988281
	Iteration 37F: 3 clusters Score -715398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -46500.488281 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -46500.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44995.882812 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -44995.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45193.429688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -45193.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45235.003906 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -45235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45242.500000 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -45242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45242.500000 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -45242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (20497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Entering Unmasked Estep 
Score: -1897285.500000 Penalty: 2462.152344
	Iteration 0F: 2 clusters Score -1897286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1882923.750000 Penalty: 4924.304688
	Iteration 0F: 3 clusters Score -1882924 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1888169.875000 Penalty: 4924.304688
	Iteration 1F: 3 clusters Score -1888170 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1888868.500000 Penalty: 4924.304688
	Iteration 2F: 3 clusters Score -1888868 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1889559.500000 Penalty: 4924.304688
	Iteration 3F: 3 clusters Score -1889560 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1890273.250000 Penalty: 4924.304688
	Iteration 4F: 3 clusters Score -1890273 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1890985.375000 Penalty: 4924.304688
	Iteration 5F: 3 clusters Score -1890985 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1891670.000000 Penalty: 4924.304688
	Iteration 6F: 3 clusters Score -1891670 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1892316.250000 Penalty: 4924.304688
	Iteration 7F: 3 clusters Score -1892316 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1892801.875000 Penalty: 4924.304688
	Iteration 8Q: 3 clusters Score -1892802 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1893114.000000 Penalty: 4924.304688
	Iteration 9Q: 3 clusters Score -1893114 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1893323.875000 Penalty: 4924.304688
	Iteration 10Q: 3 clusters Score -1893324 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1893463.500000 Penalty: 4924.304688
	Iteration 11Q: 3 clusters Score -1893464 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1893570.250000 Penalty: 4924.304688
	Iteration 12Q: 3 clusters Score -1893570 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1893641.000000 Penalty: 4924.304688
	Iteration 13Q: 3 clusters Score -1893641 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1893690.000000 Penalty: 4924.304688
	Iteration 14Q: 3 clusters Score -1893690 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1893726.250000 Penalty: 4924.304688
	Iteration 15Q: 3 clusters Score -1893726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1893745.125000 Penalty: 4924.304688
	Iteration 16Q: 3 clusters Score -1893745 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1893764.125000 Penalty: 4924.304688
	Iteration 17Q: 3 clusters Score -1893764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1893790.375000 Penalty: 4924.304688
	Iteration 18Q: 3 clusters Score -1893790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1893809.875000 Penalty: 4924.304688
	Iteration 19Q: 3 clusters Score -1893810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1893833.750000 Penalty: 4924.304688
	Iteration 20F: 3 clusters Score -1893834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1893853.000000 Penalty: 4924.304688
	Iteration 21Q: 3 clusters Score -1893853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1893878.125000 Penalty: 4924.304688
	Iteration 22Q: 3 clusters Score -1893878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1893897.500000 Penalty: 4924.304688
	Iteration 23Q: 3 clusters Score -1893898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1893937.625000 Penalty: 4924.304688
	Iteration 24Q: 3 clusters Score -1893938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1893964.125000 Penalty: 4924.304688
	Iteration 25Q: 3 clusters Score -1893964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1893991.750000 Penalty: 4924.304688
	Iteration 26Q: 3 clusters Score -1893992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1894031.500000 Penalty: 4924.304688
	Iteration 27Q: 3 clusters Score -1894032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1894061.125000 Penalty: 4924.304688
	Iteration 28Q: 3 clusters Score -1894061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1894085.500000 Penalty: 4924.304688
	Iteration 29Q: 3 clusters Score -1894086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1894106.250000 Penalty: 4924.304688
	Iteration 30Q: 3 clusters Score -1894106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1894139.250000 Penalty: 4924.304688
	Iteration 31Q: 3 clusters Score -1894139 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1894170.625000 Penalty: 4924.304688
	Iteration 32Q: 3 clusters Score -1894171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1894194.250000 Penalty: 4924.304688
	Iteration 33Q: 3 clusters Score -1894194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1894225.000000 Penalty: 4924.304688
	Iteration 34Q: 3 clusters Score -1894225 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1894253.375000 Penalty: 4924.304688
	Iteration 35Q: 3 clusters Score -1894253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1894276.500000 Penalty: 4924.304688
	Iteration 36Q: 3 clusters Score -1894276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1894308.750000 Penalty: 4924.304688
	Iteration 37Q: 3 clusters Score -1894309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1894348.375000 Penalty: 4924.304688
	Iteration 38Q: 3 clusters Score -1894348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1894376.500000 Penalty: 4924.304688
	Iteration 39Q: 3 clusters Score -1894376 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1894415.375000 Penalty: 4924.304688
	Iteration 40F: 3 clusters Score -1894415 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1894455.000000 Penalty: 4924.304688
	Iteration 41Q: 3 clusters Score -1894455 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1894514.250000 Penalty: 4924.304688
	Iteration 42Q: 3 clusters Score -1894514 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1894573.125000 Penalty: 4924.304688
	Iteration 43Q: 3 clusters Score -1894573 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1894631.875000 Penalty: 4924.304688
	Iteration 44Q: 3 clusters Score -1894632 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1894696.125000 Penalty: 4924.304688
	Iteration 45Q: 3 clusters Score -1894696 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1894772.125000 Penalty: 4924.304688
	Iteration 46Q: 3 clusters Score -1894772 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1894841.625000 Penalty: 4924.304688
	Iteration 47Q: 3 clusters Score -1894842 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1894922.625000 Penalty: 4924.304688
	Iteration 48Q: 3 clusters Score -1894923 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1894982.875000 Penalty: 4924.304688
	Iteration 49Q: 3 clusters Score -1894983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1895037.625000 Penalty: 4924.304688
	Iteration 50Q: 3 clusters Score -1895038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1895087.875000 Penalty: 4924.304688
	Iteration 51Q: 3 clusters Score -1895088 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1895145.125000 Penalty: 4924.304688
	Iteration 52Q: 3 clusters Score -1895145 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1895205.125000 Penalty: 4924.304688
	Iteration 53Q: 3 clusters Score -1895205 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1895265.875000 Penalty: 4924.304688
	Iteration 54Q: 3 clusters Score -1895266 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1895331.625000 Penalty: 4924.304688
	Iteration 55Q: 3 clusters Score -1895332 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1895397.375000 Penalty: 4924.304688
	Iteration 56Q: 3 clusters Score -1895397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1895466.375000 Penalty: 4924.304688
	Iteration 57Q: 3 clusters Score -1895466 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1895543.000000 Penalty: 4924.304688
	Iteration 58Q: 3 clusters Score -1895543 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1895633.625000 Penalty: 4924.304688
	Iteration 59Q: 3 clusters Score -1895634 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1895729.500000 Penalty: 4924.304688
	Iteration 60F: 3 clusters Score -1895730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1895816.375000 Penalty: 4924.304688
	Iteration 61Q: 3 clusters Score -1895816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1895904.875000 Penalty: 4924.304688
	Iteration 62Q: 3 clusters Score -1895905 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1895980.375000 Penalty: 4924.304688
	Iteration 63Q: 3 clusters Score -1895980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1896027.000000 Penalty: 4924.304688
	Iteration 64Q: 3 clusters Score -1896027 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1896078.625000 Penalty: 4924.304688
	Iteration 65Q: 3 clusters Score -1896079 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1896123.125000 Penalty: 4924.304688
	Iteration 66Q: 3 clusters Score -1896123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1896164.500000 Penalty: 4924.304688
	Iteration 67Q: 3 clusters Score -1896164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1896187.750000 Penalty: 4924.304688
	Iteration 68Q: 3 clusters Score -1896188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1896210.500000 Penalty: 4924.304688
	Iteration 69Q: 3 clusters Score -1896210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1896240.625000 Penalty: 4924.304688
	Iteration 70Q: 3 clusters Score -1896241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1896258.250000 Penalty: 4924.304688
	Iteration 71Q: 3 clusters Score -1896258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1896278.625000 Penalty: 4924.304688
	Iteration 72Q: 3 clusters Score -1896279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1896299.125000 Penalty: 4924.304688
	Iteration 73Q: 3 clusters Score -1896299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1896308.125000 Penalty: 4924.304688
	Iteration 74Q: 3 clusters Score -1896308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1896315.625000 Penalty: 4924.304688
	Iteration 75Q: 3 clusters Score -1896316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1896326.375000 Penalty: 4924.304688
	Iteration 76Q: 3 clusters Score -1896326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1896329.250000 Penalty: 4924.304688
	Iteration 77Q: 3 clusters Score -1896329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1896335.375000 Penalty: 4924.304688
	Iteration 78Q: 3 clusters Score -1896335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1896340.000000 Penalty: 4924.304688
	Iteration 79Q: 3 clusters Score -1896340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1896346.000000 Penalty: 4924.304688
	Iteration 80F: 3 clusters Score -1896346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1896349.625000 Penalty: 4924.304688
	Iteration 81Q: 3 clusters Score -1896350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1896357.750000 Penalty: 4924.304688
	Iteration 82Q: 3 clusters Score -1896358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1896362.750000 Penalty: 4924.304688
	Iteration 83Q: 3 clusters Score -1896363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1896372.375000 Penalty: 4924.304688
	Iteration 84Q: 3 clusters Score -1896372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1896379.375000 Penalty: 4924.304688
	Iteration 85Q: 3 clusters Score -1896379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1896388.625000 Penalty: 4924.304688
	Iteration 86Q: 3 clusters Score -1896389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1896394.500000 Penalty: 4924.304688
	Iteration 87Q: 3 clusters Score -1896394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1896405.875000 Penalty: 4924.304688
	Iteration 88Q: 3 clusters Score -1896406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1896408.125000 Penalty: 4924.304688
	Iteration 89Q: 3 clusters Score -1896408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1896409.000000 Penalty: 4924.304688
	Iteration 90Q: 3 clusters Score -1896409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1896412.125000 Penalty: 4924.304688
	Iteration 91Q: 3 clusters Score -1896412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1896413.750000 Penalty: 4924.304688
	Iteration 92Q: 3 clusters Score -1896414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1896417.500000 Penalty: 4924.304688
	Iteration 93Q: 3 clusters Score -1896418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1896420.875000 Penalty: 4924.304688
	Iteration 94Q: 3 clusters Score -1896421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1896421.125000 Penalty: 4924.304688
	Iteration 95Q: 3 clusters Score -1896421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1896421.750000 Penalty: 4924.304688
	Iteration 96Q: 3 clusters Score -1896422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1896421.750000 Penalty: 4924.304688
	Iteration 97Q: 3 clusters Score -1896422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1896423.875000 Penalty: 4924.304688
	Iteration 98Q: 3 clusters Score -1896424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1896424.125000 Penalty: 4924.304688
	Iteration 99Q: 3 clusters Score -1896424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1896429.875000 Penalty: 4924.304688
	Iteration 100F: 3 clusters Score -1896430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1896431.250000 Penalty: 4924.304688
	Iteration 101Q: 3 clusters Score -1896431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1896436.750000 Penalty: 4924.304688
	Iteration 102Q: 3 clusters Score -1896437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1896436.250000 Penalty: 4924.304688
	Iteration 103Q: 3 clusters Score -1896436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1896437.125000 Penalty: 4924.304688
	Iteration 104Q: 3 clusters Score -1896437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1896440.000000 Penalty: 4924.304688
	Iteration 105Q: 3 clusters Score -1896440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1896440.750000 Penalty: 4924.304688
	Iteration 106Q: 3 clusters Score -1896441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1896442.500000 Penalty: 4924.304688
	Iteration 107Q: 3 clusters Score -1896442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1896442.750000 Penalty: 4924.304688
	Iteration 108Q: 3 clusters Score -1896443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1896442.625000 Penalty: 4924.304688
	Iteration 109Q: 3 clusters Score -1896443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1896442.625000 Penalty: 4924.304688
	Iteration 110Q: 3 clusters Score -1896443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1896442.000000 Penalty: 4924.304688
	Iteration 111Q: 3 clusters Score -1896442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1896446.375000 Penalty: 4924.304688
	Iteration 112Q: 3 clusters Score -1896446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1896448.375000 Penalty: 4924.304688
	Iteration 113Q: 3 clusters Score -1896448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1896450.250000 Penalty: 4924.304688
	Iteration 114Q: 3 clusters Score -1896450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1896451.125000 Penalty: 4924.304688
	Iteration 115Q: 3 clusters Score -1896451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1896454.250000 Penalty: 4924.304688
	Iteration 116Q: 3 clusters Score -1896454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1896457.000000 Penalty: 4924.304688
	Iteration 117Q: 3 clusters Score -1896457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1896454.250000 Penalty: 4924.304688
	Iteration 118Q: 3 clusters Score -1896454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1896455.375000 Penalty: 4924.304688
	Iteration 119Q: 3 clusters Score -1896455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1896455.250000 Penalty: 4924.304688
	Iteration 120F: 3 clusters Score -1896455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -305308.343750 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -305308.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -301833.343750 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -301833.3 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -302588.468750 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -302588.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -302796.750000 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -302796.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -302918.062500 Penalty: 4018.883057
	Iteration 3Q: 3 clusters Score -302918.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -303035.406250 Penalty: 4018.883057
	Iteration 4Q: 3 clusters Score -303035.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -303140.531250 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -303140.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -303231.437500 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -303231.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -303324.125000 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -303324.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -303420.312500 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -303420.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -303506.687500 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -303506.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303587.343750 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -303587.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -303648.531250 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -303648.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303690.781250 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -303690.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303728.781250 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -303728.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -303780.625000 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -303780.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -303820.156250 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -303820.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -303849.843750 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -303849.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -303882.468750 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -303882.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -303908.562500 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -303908.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -303931.500000 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -303931.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -303952.406250 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -303952.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -303972.656250 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -303972.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -303995.062500 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -303995.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -304014.468750 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -304014.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304033.343750 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -304033.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -304050.531250 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -304050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304060.062500 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -304060.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -304071.437500 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -304071.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -304087.250000 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -304087.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -304098.093750 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -304098.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -304108.875000 Penalty: 4018.883057
	Iteration 30Q: 3 clusters Score -304108.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -304117.687500 Penalty: 4018.883057
	Iteration 31Q: 3 clusters Score -304117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -304128.562500 Penalty: 4018.883057
	Iteration 32Q: 3 clusters Score -304128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -304137.500000 Penalty: 4018.883057
	Iteration 33Q: 3 clusters Score -304137.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -304148.281250 Penalty: 4018.883057
	Iteration 34Q: 3 clusters Score -304148.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304156.718750 Penalty: 4018.883057
	Iteration 35Q: 3 clusters Score -304156.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -304166.468750 Penalty: 4018.883057
	Iteration 36Q: 3 clusters Score -304166.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -304176.031250 Penalty: 4018.883057
	Iteration 37Q: 3 clusters Score -304176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -304186.468750 Penalty: 4018.883057
	Iteration 38Q: 3 clusters Score -304186.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -304196.187500 Penalty: 4018.883057
	Iteration 39Q: 3 clusters Score -304196.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -304205.281250 Penalty: 4018.883057
	Iteration 40F: 3 clusters Score -304205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -304214.750000 Penalty: 4018.883057
	Iteration 41Q: 3 clusters Score -304214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -304222.687500 Penalty: 4018.883057
	Iteration 42Q: 3 clusters Score -304222.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -304230.531250 Penalty: 4018.883057
	Iteration 43Q: 3 clusters Score -304230.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -304234.031250 Penalty: 4018.883057
	Iteration 44Q: 3 clusters Score -304234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -304234.031250 Penalty: 4018.883057
	Iteration 45F: 3 clusters Score -304234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -28117.960938 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -28117.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26763.900391 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -26763.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26927.058594 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -26927.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26980.347656 Penalty: 2934.436279
	Iteration 2Q: 3 clusters Score -26980.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27022.339844 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -27022.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27082.093750 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -27082.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27099.189453 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -27099.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27111.136719 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -27111.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27119.677734 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -27119.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27119.677734 Penalty: 2934.436279
	Iteration 8F: 3 clusters Score -27119.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (54227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Entering Unmasked Estep 
Score: -5029532.000000 Penalty: 2703.431641
	Iteration 0F: 2 clusters Score -5029532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4992836.000000 Penalty: 5406.863281
	Iteration 0F: 3 clusters Score -4992836 nChanged 25219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5007642.000000 Penalty: 5406.863281
	Iteration 1F: 3 clusters Score -5007642 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -5008957.500000 Penalty: 5406.863281
	Iteration 2F: 3 clusters Score -5008958 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5010350.500000 Penalty: 5406.863281
	Iteration 3F: 3 clusters Score -5010350 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -5011381.000000 Penalty: 5406.863281
	Iteration 4F: 3 clusters Score -5011381 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5012325.000000 Penalty: 5406.863281
	Iteration 5Q: 3 clusters Score -5012325 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -5013229.500000 Penalty: 5406.863281
	Iteration 6Q: 3 clusters Score -5013230 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5014273.000000 Penalty: 5406.863281
	Iteration 7Q: 3 clusters Score -5014273 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -5015301.000000 Penalty: 5406.863281
	Iteration 8Q: 3 clusters Score -5015301 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5016570.000000 Penalty: 5406.863281
	Iteration 9Q: 3 clusters Score -5016570 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5018154.500000 Penalty: 5406.863281
	Iteration 10Q: 3 clusters Score -5018154 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5019979.000000 Penalty: 5406.863281
	Iteration 11Q: 3 clusters Score -5019979 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5021824.000000 Penalty: 5406.863281
	Iteration 12Q: 3 clusters Score -5021824 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -5023562.000000 Penalty: 5406.863281
	Iteration 13Q: 3 clusters Score -5023562 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -5025002.500000 Penalty: 5406.863281
	Iteration 14Q: 3 clusters Score -5025002 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -5026057.000000 Penalty: 5406.863281
	Iteration 15Q: 3 clusters Score -5026057 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -5026697.000000 Penalty: 5406.863281
	Iteration 16Q: 3 clusters Score -5026697 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -5027022.500000 Penalty: 5406.863281
	Iteration 17Q: 3 clusters Score -5027022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -5027212.500000 Penalty: 5406.863281
	Iteration 18Q: 3 clusters Score -5027212 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -5027338.500000 Penalty: 5406.863281
	Iteration 19Q: 3 clusters Score -5027338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -5027419.500000 Penalty: 5406.863281
	Iteration 20F: 3 clusters Score -5027420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -5027475.500000 Penalty: 5406.863281
	Iteration 21Q: 3 clusters Score -5027476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -5027507.500000 Penalty: 5406.863281
	Iteration 22Q: 3 clusters Score -5027508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -5027532.500000 Penalty: 5406.863281
	Iteration 23Q: 3 clusters Score -5027532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -5027545.500000 Penalty: 5406.863281
	Iteration 24Q: 3 clusters Score -5027546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -5027563.500000 Penalty: 5406.863281
	Iteration 25Q: 3 clusters Score -5027564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -5027574.000000 Penalty: 5406.863281
	Iteration 26Q: 3 clusters Score -5027574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -5027584.000000 Penalty: 5406.863281
	Iteration 27Q: 3 clusters Score -5027584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -5027594.000000 Penalty: 5406.863281
	Iteration 28Q: 3 clusters Score -5027594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -5027601.500000 Penalty: 5406.863281
	Iteration 29Q: 3 clusters Score -5027602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -5027611.500000 Penalty: 5406.863281
	Iteration 30Q: 3 clusters Score -5027612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -5027614.000000 Penalty: 5406.863281
	Iteration 31Q: 3 clusters Score -5027614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -5027630.500000 Penalty: 5406.863281
	Iteration 32Q: 3 clusters Score -5027630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5027627.500000 Penalty: 5406.863281
	Iteration 33Q: 3 clusters Score -5027628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -5027638.500000 Penalty: 5406.863281
	Iteration 34Q: 3 clusters Score -5027638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -5027645.000000 Penalty: 5406.863281
	Iteration 35Q: 3 clusters Score -5027645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -5027658.000000 Penalty: 5406.863281
	Iteration 36Q: 3 clusters Score -5027658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -5027676.500000 Penalty: 5406.863281
	Iteration 37Q: 3 clusters Score -5027676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5027689.500000 Penalty: 5406.863281
	Iteration 38Q: 3 clusters Score -5027690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -5027704.000000 Penalty: 5406.863281
	Iteration 39Q: 3 clusters Score -5027704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -5027714.500000 Penalty: 5406.863281
	Iteration 40F: 3 clusters Score -5027714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -5027716.000000 Penalty: 5406.863281
	Iteration 41Q: 3 clusters Score -5027716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -5027724.000000 Penalty: 5406.863281
	Iteration 42Q: 3 clusters Score -5027724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -5027731.500000 Penalty: 5406.863281
	Iteration 43Q: 3 clusters Score -5027732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -5027734.500000 Penalty: 5406.863281
	Iteration 44Q: 3 clusters Score -5027734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -5027736.000000 Penalty: 5406.863281
	Iteration 45Q: 3 clusters Score -5027736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -5027759.000000 Penalty: 5406.863281
	Iteration 46Q: 3 clusters Score -5027759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -5027766.000000 Penalty: 5406.863281
	Iteration 47Q: 3 clusters Score -5027766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -5027777.500000 Penalty: 5406.863281
	Iteration 48Q: 3 clusters Score -5027778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5027785.500000 Penalty: 5406.863281
	Iteration 49Q: 3 clusters Score -5027786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -5027791.000000 Penalty: 5406.863281
	Iteration 50Q: 3 clusters Score -5027791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -5027790.000000 Penalty: 5406.863281
	Iteration 51Q: 3 clusters Score -5027790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -5027786.500000 Penalty: 5406.863281
	Iteration 52Q: 3 clusters Score -5027786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5027789.000000 Penalty: 5406.863281
	Iteration 53Q: 3 clusters Score -5027789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5027789.000000 Penalty: 5406.863281
	Iteration 54F: 3 clusters Score -5027789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210851 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56700 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43054 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25527 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14227 members 
Mstep: Class 32 contains 6025 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32891 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5766 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 4058 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35825 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6439 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217336.000000 Penalty: 212363.390625
Iteration 199Q: 63 clusters Score -9.621734e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6649 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210850 members 
Mstep: Class 13 contains 23223 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56699 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7878 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 15000 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14228 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9228 members 
Mstep: Class 42 contains 32895 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5763 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5971 members 
Mstep: Class 49 contains 4055 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35823 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6440 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3304 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217408.000000 Penalty: 212363.390625
Iteration 200F: 63 clusters Score -9.621741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 43070 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210849 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56698 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 34915 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 9227 members 
Mstep: Class 42 contains 32894 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5761 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5970 members 
Mstep: Class 49 contains 4056 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35823 members 
Mstep: Class 53 contains 3427 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6441 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217344.000000 Penalty: 212363.390625
Iteration 201Q: 63 clusters Score -9.621734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 43070 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210843 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56700 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 34915 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32897 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5759 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5970 members 
Mstep: Class 49 contains 4056 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35821 members 
Mstep: Class 53 contains 3427 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6443 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3304 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217480.000000 Penalty: 212363.390625
Iteration 202Q: 63 clusters Score -9.621748e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 43069 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210837 members 
Mstep: Class 13 contains 23227 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3944 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32904 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5760 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4056 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35819 members 
Mstep: Class 53 contains 3427 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6444 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217528.000000 Penalty: 212363.390625
Iteration 203Q: 63 clusters Score -9.621753e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210837 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7804 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5068 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32910 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5762 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4057 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35817 members 
Mstep: Class 53 contains 3427 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6444 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217568.000000 Penalty: 212363.390625
Iteration 204Q: 63 clusters Score -9.621757e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6697 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7985 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210842 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5066 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32913 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5763 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 4057 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35817 members 
Mstep: Class 53 contains 3427 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6443 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217616.000000 Penalty: 212363.390625
Iteration 205Q: 63 clusters Score -9.621762e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7987 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 210842 members 
Mstep: Class 13 contains 23227 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7770 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5066 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32916 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5764 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5968 members 
Mstep: Class 49 contains 4056 members 
Mstep: Class 50 contains 3865 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35818 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6444 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217632.000000 Penalty: 212363.390625
Iteration 206Q: 63 clusters Score -9.621763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 10 contains 43069 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210836 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7760 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32916 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5763 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5968 members 
Mstep: Class 49 contains 4058 members 
Mstep: Class 50 contains 3865 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35818 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6446 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217640.000000 Penalty: 212363.390625
Iteration 207Q: 63 clusters Score -9.621764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 43069 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210833 members 
Mstep: Class 13 contains 23220 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56703 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7737 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3837 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32917 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5763 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5967 members 
Mstep: Class 49 contains 4060 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35816 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6450 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217664.000000 Penalty: 212363.390625
Iteration 208Q: 63 clusters Score -9.621766e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 43067 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210827 members 
Mstep: Class 13 contains 23217 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7713 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25527 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3837 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32917 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5762 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4060 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35821 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6451 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217712.000000 Penalty: 212363.390625
Iteration 209Q: 63 clusters Score -9.621771e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210823 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56700 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7686 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3837 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32918 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5761 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35821 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6452 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3304 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217680.000000 Penalty: 212363.390625
Iteration 210Q: 63 clusters Score -9.621768e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210822 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56697 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3837 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32918 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5760 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8920 members 
Mstep: Class 52 contains 35818 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6453 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217736.000000 Penalty: 212363.390625
Iteration 211Q: 63 clusters Score -9.621774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210818 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56695 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3837 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9223 members 
Mstep: Class 42 contains 32918 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5760 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35816 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6454 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217736.000000 Penalty: 212363.390625
Iteration 212Q: 63 clusters Score -9.621774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7849 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7997 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210812 members 
Mstep: Class 13 contains 23214 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 7621 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34914 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32918 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4472 members 
Mstep: Class 46 contains 5761 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35815 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6455 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217736.000000 Penalty: 212363.390625
Iteration 213Q: 63 clusters Score -9.621774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6708 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7849 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210808 members 
Mstep: Class 13 contains 23212 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56691 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34913 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 9220 members 
Mstep: Class 42 contains 32918 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5759 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6458 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217648.000000 Penalty: 212363.390625
Iteration 214Q: 63 clusters Score -9.621765e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210800 members 
Mstep: Class 13 contains 23210 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56686 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34912 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32919 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6460 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217744.000000 Penalty: 212363.390625
Iteration 215Q: 63 clusters Score -9.621774e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210797 members 
Mstep: Class 13 contains 23209 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56685 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7574 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34910 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9307 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32921 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6460 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217720.000000 Penalty: 212363.390625
Iteration 216Q: 63 clusters Score -9.621772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210793 members 
Mstep: Class 13 contains 23208 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56684 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7563 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34909 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3940 members 
Mstep: Class 41 contains 9225 members 
Mstep: Class 42 contains 32922 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217792.000000 Penalty: 212363.390625
Iteration 217Q: 63 clusters Score -9.621779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210791 members 
Mstep: Class 13 contains 23208 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7555 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34909 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9225 members 
Mstep: Class 42 contains 32921 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2987 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217768.000000 Penalty: 212363.390625
Iteration 218Q: 63 clusters Score -9.621777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210787 members 
Mstep: Class 13 contains 23207 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56684 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7547 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7594 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34906 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9225 members 
Mstep: Class 42 contains 32921 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2988 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217784.000000 Penalty: 212363.390625
Iteration 219Q: 63 clusters Score -9.621778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210784 members 
Mstep: Class 13 contains 23205 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56683 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7541 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7595 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32922 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2988 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3299 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217784.000000 Penalty: 212363.390625
Iteration 220F: 63 clusters Score -9.621778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 43063 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210781 members 
Mstep: Class 13 contains 23204 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56683 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7535 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3941 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32923 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5758 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3427 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2986 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217824.000000 Penalty: 212363.390625
Iteration 221Q: 63 clusters Score -9.621782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43061 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210779 members 
Mstep: Class 13 contains 23204 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56682 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32926 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5756 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2985 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217864.000000 Penalty: 212363.390625
Iteration 222Q: 63 clusters Score -9.621786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210775 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7518 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32928 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5755 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2984 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217792.000000 Penalty: 212363.390625
Iteration 223Q: 63 clusters Score -9.621779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210770 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56677 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7511 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32928 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5755 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217776.000000 Penalty: 212363.390625
Iteration 224Q: 63 clusters Score -9.621778e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210767 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7505 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9228 members 
Mstep: Class 42 contains 32928 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5753 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3294 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217784.000000 Penalty: 212363.390625
Iteration 225Q: 63 clusters Score -9.621778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210763 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56677 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7504 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34900 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9229 members 
Mstep: Class 42 contains 32928 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4061 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3294 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217816.000000 Penalty: 212363.390625
Iteration 226Q: 63 clusters Score -9.621782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210759 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56679 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7505 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34900 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9227 members 
Mstep: Class 42 contains 32929 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4061 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35814 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3294 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217752.000000 Penalty: 212363.390625
Iteration 227Q: 63 clusters Score -9.621775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210758 members 
Mstep: Class 13 contains 23202 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56677 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7501 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34902 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9227 members 
Mstep: Class 42 contains 32929 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5965 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217752.000000 Penalty: 212363.390625
Iteration 228Q: 63 clusters Score -9.621775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210758 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7496 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34902 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6025 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32929 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5962 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217704.000000 Penalty: 212363.390625
Iteration 229Q: 63 clusters Score -9.62177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210760 members 
Mstep: Class 13 contains 23198 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7496 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7605 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34900 members 
Mstep: Class 29 contains 25533 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32929 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5960 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217736.000000 Penalty: 212363.390625
Iteration 230Q: 63 clusters Score -9.621774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210762 members 
Mstep: Class 13 contains 23199 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7606 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34900 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9226 members 
Mstep: Class 42 contains 32930 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5957 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217720.000000 Penalty: 212363.390625
Iteration 231Q: 63 clusters Score -9.621772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43058 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210761 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56675 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7491 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7606 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25532 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9225 members 
Mstep: Class 42 contains 32936 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5752 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5957 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217744.000000 Penalty: 212363.390625
Iteration 232Q: 63 clusters Score -9.621774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210759 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56672 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7485 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7605 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34901 members 
Mstep: Class 29 contains 25533 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 9224 members 
Mstep: Class 42 contains 32938 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5751 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5957 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35812 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217768.000000 Penalty: 212363.390625
Iteration 233Q: 63 clusters Score -9.621777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210760 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56672 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7483 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7608 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43056 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34902 members 
Mstep: Class 29 contains 25533 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2523 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32940 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5751 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5957 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35812 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217792.000000 Penalty: 212363.390625
Iteration 234Q: 63 clusters Score -9.621779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210758 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 56672 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34902 members 
Mstep: Class 29 contains 25534 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3944 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32941 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5751 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35810 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217816.000000 Penalty: 212363.390625
Iteration 235Q: 63 clusters Score -9.621782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210754 members 
Mstep: Class 13 contains 23201 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56672 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7473 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34903 members 
Mstep: Class 29 contains 25535 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 76204 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2526 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9222 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5750 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5959 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35809 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217864.000000 Penalty: 212363.390625
Iteration 236Q: 63 clusters Score -9.621786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6774 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210749 members 
Mstep: Class 13 contains 23201 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7468 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 76203 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32948 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5750 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5959 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35808 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217912.000000 Penalty: 212363.390625
Iteration 237Q: 63 clusters Score -9.621791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210740 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7461 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32949 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5749 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5959 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35808 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217856.000000 Penalty: 212363.390625
Iteration 238Q: 63 clusters Score -9.621786e+07 nChanged 26
Entering ConstructFrom: 
Score: -96217856.000000 Penalty: 212363.390625
Entering ConstructFrom: 
Trying to split cluster 1 (6359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Entering Unmasked Estep 
Score: -597428.812500 Penalty: 2171.891357
	Iteration 0F: 2 clusters Score -597428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -592094.687500 Penalty: 4343.782715
	Iteration 0F: 3 clusters Score -592094.7 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -593456.937500 Penalty: 4343.782715
	Iteration 1F: 3 clusters Score -593456.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -593705.750000 Penalty: 4343.782715
	Iteration 2F: 3 clusters Score -593705.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -593897.625000 Penalty: 4343.782715
	Iteration 3F: 3 clusters Score -593897.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -594061.812500 Penalty: 4343.782715
	Iteration 4Q: 3 clusters Score -594061.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -594230.750000 Penalty: 4343.782715
	Iteration 5Q: 3 clusters Score -594230.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -594420.437500 Penalty: 4343.782715
	Iteration 6Q: 3 clusters Score -594420.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -594616.250000 Penalty: 4343.782715
	Iteration 7Q: 3 clusters Score -594616.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -594829.875000 Penalty: 4343.782715
	Iteration 8Q: 3 clusters Score -594829.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -595003.812500 Penalty: 4343.782715
	Iteration 9Q: 3 clusters Score -595003.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -595137.937500 Penalty: 4343.782715
	Iteration 10Q: 3 clusters Score -595137.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -595266.812500 Penalty: 4343.782715
	Iteration 11Q: 3 clusters Score -595266.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -595381.125000 Penalty: 4343.782715
	Iteration 12Q: 3 clusters Score -595381.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -595479.750000 Penalty: 4343.782715
	Iteration 13Q: 3 clusters Score -595479.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -595580.750000 Penalty: 4343.782715
	Iteration 14Q: 3 clusters Score -595580.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -595673.437500 Penalty: 4343.782715
	Iteration 15Q: 3 clusters Score -595673.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -595752.687500 Penalty: 4343.782715
	Iteration 16Q: 3 clusters Score -595752.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -595811.375000 Penalty: 4343.782715
	Iteration 17Q: 3 clusters Score -595811.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -595874.562500 Penalty: 4343.782715
	Iteration 18Q: 3 clusters Score -595874.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -595930.062500 Penalty: 4343.782715
	Iteration 19Q: 3 clusters Score -595930.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -595989.187500 Penalty: 4343.782715
	Iteration 20F: 3 clusters Score -595989.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -596051.187500 Penalty: 4343.782715
	Iteration 21Q: 3 clusters Score -596051.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -596112.875000 Penalty: 4343.782715
	Iteration 22Q: 3 clusters Score -596112.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -596184.875000 Penalty: 4343.782715
	Iteration 23Q: 3 clusters Score -596184.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -596242.125000 Penalty: 4343.782715
	Iteration 24Q: 3 clusters Score -596242.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -596297.687500 Penalty: 4343.782715
	Iteration 25Q: 3 clusters Score -596297.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -596345.750000 Penalty: 4343.782715
	Iteration 26Q: 3 clusters Score -596345.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -596388.562500 Penalty: 4343.782715
	Iteration 27Q: 3 clusters Score -596388.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -596419.500000 Penalty: 4343.782715
	Iteration 28Q: 3 clusters Score -596419.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -596455.062500 Penalty: 4343.782715
	Iteration 29Q: 3 clusters Score -596455.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -596488.875000 Penalty: 4343.782715
	Iteration 30Q: 3 clusters Score -596488.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -596510.812500 Penalty: 4343.782715
	Iteration 31Q: 3 clusters Score -596510.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -596525.562500 Penalty: 4343.782715
	Iteration 32Q: 3 clusters Score -596525.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -596535.187500 Penalty: 4343.782715
	Iteration 33Q: 3 clusters Score -596535.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -596545.250000 Penalty: 4343.782715
	Iteration 34Q: 3 clusters Score -596545.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -596552.875000 Penalty: 4343.782715
	Iteration 35Q: 3 clusters Score -596552.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -596559.437500 Penalty: 4343.782715
	Iteration 36Q: 3 clusters Score -596559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -596568.000000 Penalty: 4343.782715
	Iteration 37Q: 3 clusters Score -596568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -596579.500000 Penalty: 4343.782715
	Iteration 38Q: 3 clusters Score -596579.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -596590.250000 Penalty: 4343.782715
	Iteration 39Q: 3 clusters Score -596590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -596600.875000 Penalty: 4343.782715
	Iteration 40F: 3 clusters Score -596600.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -596613.250000 Penalty: 4343.782715
	Iteration 41Q: 3 clusters Score -596613.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -596630.312500 Penalty: 4343.782715
	Iteration 42Q: 3 clusters Score -596630.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -596642.625000 Penalty: 4343.782715
	Iteration 43Q: 3 clusters Score -596642.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -596657.125000 Penalty: 4343.782715
	Iteration 44Q: 3 clusters Score -596657.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -596675.000000 Penalty: 4343.782715
	Iteration 45Q: 3 clusters Score -596675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -596691.625000 Penalty: 4343.782715
	Iteration 46Q: 3 clusters Score -596691.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -596710.812500 Penalty: 4343.782715
	Iteration 47Q: 3 clusters Score -596710.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -596733.125000 Penalty: 4343.782715
	Iteration 48Q: 3 clusters Score -596733.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -596750.687500 Penalty: 4343.782715
	Iteration 49Q: 3 clusters Score -596750.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -596762.437500 Penalty: 4343.782715
	Iteration 50Q: 3 clusters Score -596762.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -596777.062500 Penalty: 4343.782715
	Iteration 51Q: 3 clusters Score -596777.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596791.437500 Penalty: 4343.782715
	Iteration 52Q: 3 clusters Score -596791.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -596818.250000 Penalty: 4343.782715
	Iteration 53Q: 3 clusters Score -596818.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -596833.687500 Penalty: 4343.782715
	Iteration 54Q: 3 clusters Score -596833.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -596845.250000 Penalty: 4343.782715
	Iteration 55Q: 3 clusters Score -596845.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -596856.750000 Penalty: 4343.782715
	Iteration 56Q: 3 clusters Score -596856.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -596864.000000 Penalty: 4343.782715
	Iteration 57Q: 3 clusters Score -596864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -596868.625000 Penalty: 4343.782715
	Iteration 58Q: 3 clusters Score -596868.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -596874.625000 Penalty: 4343.782715
	Iteration 59Q: 3 clusters Score -596874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -596877.875000 Penalty: 4343.782715
	Iteration 60F: 3 clusters Score -596877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -596882.125000 Penalty: 4343.782715
	Iteration 61Q: 3 clusters Score -596882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -596886.062500 Penalty: 4343.782715
	Iteration 62Q: 3 clusters Score -596886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -596887.875000 Penalty: 4343.782715
	Iteration 63Q: 3 clusters Score -596887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -596889.375000 Penalty: 4343.782715
	Iteration 64Q: 3 clusters Score -596889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -596888.750000 Penalty: 4343.782715
	Iteration 65Q: 3 clusters Score -596888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -596889.500000 Penalty: 4343.782715
	Iteration 66Q: 3 clusters Score -596889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -596889.500000 Penalty: 4343.782715
	Iteration 67F: 3 clusters Score -596889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Entering Unmasked Estep 
Score: -658780.937500 Penalty: 2187.716553
	Iteration 0F: 2 clusters Score -658780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -653147.000000 Penalty: 4375.433105
	Iteration 0F: 3 clusters Score -653147 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -654647.062500 Penalty: 4375.433105
	Iteration 1F: 3 clusters Score -654647.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -654951.375000 Penalty: 4375.433105
	Iteration 2F: 3 clusters Score -654951.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -655186.062500 Penalty: 4375.433105
	Iteration 3F: 3 clusters Score -655186.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -655373.812500 Penalty: 4375.433105
	Iteration 4Q: 3 clusters Score -655373.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -655514.187500 Penalty: 4375.433105
	Iteration 5Q: 3 clusters Score -655514.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -655623.250000 Penalty: 4375.433105
	Iteration 6Q: 3 clusters Score -655623.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -655721.062500 Penalty: 4375.433105
	Iteration 7Q: 3 clusters Score -655721.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -655807.625000 Penalty: 4375.433105
	Iteration 8Q: 3 clusters Score -655807.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -655929.250000 Penalty: 4375.433105
	Iteration 9Q: 3 clusters Score -655929.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -656086.250000 Penalty: 4375.433105
	Iteration 10Q: 3 clusters Score -656086.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -656262.937500 Penalty: 4375.433105
	Iteration 11Q: 3 clusters Score -656262.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -656469.375000 Penalty: 4375.433105
	Iteration 12Q: 3 clusters Score -656469.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -656672.000000 Penalty: 4375.433105
	Iteration 13Q: 3 clusters Score -656672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -656840.000000 Penalty: 4375.433105
	Iteration 14Q: 3 clusters Score -656840 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -656963.062500 Penalty: 4375.433105
	Iteration 15Q: 3 clusters Score -656963.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -657055.687500 Penalty: 4375.433105
	Iteration 16Q: 3 clusters Score -657055.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -657121.500000 Penalty: 4375.433105
	Iteration 17Q: 3 clusters Score -657121.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -657169.437500 Penalty: 4375.433105
	Iteration 18Q: 3 clusters Score -657169.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -657200.062500 Penalty: 4375.433105
	Iteration 19Q: 3 clusters Score -657200.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -657224.875000 Penalty: 4375.433105
	Iteration 20F: 3 clusters Score -657224.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -657241.062500 Penalty: 4375.433105
	Iteration 21Q: 3 clusters Score -657241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -657262.687500 Penalty: 4375.433105
	Iteration 22Q: 3 clusters Score -657262.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -657282.875000 Penalty: 4375.433105
	Iteration 23Q: 3 clusters Score -657282.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -657308.687500 Penalty: 4375.433105
	Iteration 24Q: 3 clusters Score -657308.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -657331.437500 Penalty: 4375.433105
	Iteration 25Q: 3 clusters Score -657331.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -657352.625000 Penalty: 4375.433105
	Iteration 26Q: 3 clusters Score -657352.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -657370.625000 Penalty: 4375.433105
	Iteration 27Q: 3 clusters Score -657370.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -657393.687500 Penalty: 4375.433105
	Iteration 28Q: 3 clusters Score -657393.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -657414.125000 Penalty: 4375.433105
	Iteration 29Q: 3 clusters Score -657414.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -657436.062500 Penalty: 4375.433105
	Iteration 30Q: 3 clusters Score -657436.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -657455.625000 Penalty: 4375.433105
	Iteration 31Q: 3 clusters Score -657455.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -657481.375000 Penalty: 4375.433105
	Iteration 32Q: 3 clusters Score -657481.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -657503.312500 Penalty: 4375.433105
	Iteration 33Q: 3 clusters Score -657503.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -657520.937500 Penalty: 4375.433105
	Iteration 34Q: 3 clusters Score -657520.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -657538.875000 Penalty: 4375.433105
	Iteration 35Q: 3 clusters Score -657538.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -657550.562500 Penalty: 4375.433105
	Iteration 36Q: 3 clusters Score -657550.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -657561.812500 Penalty: 4375.433105
	Iteration 37Q: 3 clusters Score -657561.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -657571.000000 Penalty: 4375.433105
	Iteration 38Q: 3 clusters Score -657571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -657581.000000 Penalty: 4375.433105
	Iteration 39Q: 3 clusters Score -657581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -657588.937500 Penalty: 4375.433105
	Iteration 40F: 3 clusters Score -657588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -657593.687500 Penalty: 4375.433105
	Iteration 41Q: 3 clusters Score -657593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -657597.312500 Penalty: 4375.433105
	Iteration 42Q: 3 clusters Score -657597.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -657599.375000 Penalty: 4375.433105
	Iteration 43Q: 3 clusters Score -657599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -657602.750000 Penalty: 4375.433105
	Iteration 44Q: 3 clusters Score -657602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -657604.125000 Penalty: 4375.433105
	Iteration 45Q: 3 clusters Score -657604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -657605.250000 Penalty: 4375.433105
	Iteration 46Q: 3 clusters Score -657605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -657606.875000 Penalty: 4375.433105
	Iteration 47Q: 3 clusters Score -657606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -657607.375000 Penalty: 4375.433105
	Iteration 48Q: 3 clusters Score -657607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -657609.375000 Penalty: 4375.433105
	Iteration 49Q: 3 clusters Score -657609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -657609.062500 Penalty: 4375.433105
	Iteration 50Q: 3 clusters Score -657609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -657610.312500 Penalty: 4375.433105
	Iteration 51Q: 3 clusters Score -657610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -657610.750000 Penalty: 4375.433105
	Iteration 52Q: 3 clusters Score -657610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -657610.687500 Penalty: 4375.433105
	Iteration 53Q: 3 clusters Score -657610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -657610.687500 Penalty: 4375.433105
	Iteration 54F: 3 clusters Score -657610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -41680.050781 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -41680.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40281.644531 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -40281.64 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40567.410156 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -40567.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40693.988281 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -40693.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40775.730469 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -40775.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40901.179688 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -40901.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41025.726562 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -41025.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41177.910156 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -41177.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41254.960938 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -41254.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41310.597656 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -41310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41376.957031 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -41376.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41505.671875 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -41505.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41593.082031 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -41593.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41614.785156 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -41614.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41677.910156 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -41677.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41695.351562 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -41695.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41716.765625 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -41716.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41747.910156 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -41747.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41766.746094 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -41766.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41803.316406 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -41803.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41883.945312 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -41883.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41901.710938 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -41901.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41933.601562 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -41933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41944.964844 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -41944.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41962.703125 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -41962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41978.957031 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -41978.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41982.808594 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -41982.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41982.808594 Penalty: 3104.752441
	Iteration 26F: 3 clusters Score -41982.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 23198 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Mstep: Class 63 contains 304 members 
Entering Unmasked Estep 
Score: -96216264.000000 Penalty: 215788.609375
Splitting cluster 3 changes total score from -96217856.000000 to -96216264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Entering Unmasked Estep 
Score: -1229091.000000 Penalty: 2327.367188
	Iteration 0F: 2 clusters Score -1229091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1220282.375000 Penalty: 4654.734375
	Iteration 0F: 3 clusters Score -1220282 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1223003.500000 Penalty: 4654.734375
	Iteration 1F: 3 clusters Score -1223004 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1223393.125000 Penalty: 4654.734375
	Iteration 2F: 3 clusters Score -1223393 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1223805.000000 Penalty: 4654.734375
	Iteration 3F: 3 clusters Score -1223805 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1224256.625000 Penalty: 4654.734375
	Iteration 4F: 3 clusters Score -1224257 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1224826.500000 Penalty: 4654.734375
	Iteration 5F: 3 clusters Score -1224826 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1225547.875000 Penalty: 4654.734375
	Iteration 6F: 3 clusters Score -1225548 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1226229.250000 Penalty: 4654.734375
	Iteration 7F: 3 clusters Score -1226229 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1226682.500000 Penalty: 4654.734375
	Iteration 8F: 3 clusters Score -1226682 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1226954.000000 Penalty: 4654.734375
	Iteration 9Q: 3 clusters Score -1226954 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1227080.125000 Penalty: 4654.734375
	Iteration 10Q: 3 clusters Score -1227080 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1227149.125000 Penalty: 4654.734375
	Iteration 11Q: 3 clusters Score -1227149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1227182.000000 Penalty: 4654.734375
	Iteration 12Q: 3 clusters Score -1227182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1227205.625000 Penalty: 4654.734375
	Iteration 13Q: 3 clusters Score -1227206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1227217.500000 Penalty: 4654.734375
	Iteration 14Q: 3 clusters Score -1227218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1227227.000000 Penalty: 4654.734375
	Iteration 15Q: 3 clusters Score -1227227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1227229.625000 Penalty: 4654.734375
	Iteration 16Q: 3 clusters Score -1227230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1227233.500000 Penalty: 4654.734375
	Iteration 17Q: 3 clusters Score -1227234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1227234.375000 Penalty: 4654.734375
	Iteration 18Q: 3 clusters Score -1227234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1227235.125000 Penalty: 4654.734375
	Iteration 19Q: 3 clusters Score -1227235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1227238.875000 Penalty: 4654.734375
	Iteration 20F: 3 clusters Score -1227239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1227242.500000 Penalty: 4654.734375
	Iteration 21Q: 3 clusters Score -1227242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1227245.500000 Penalty: 4654.734375
	Iteration 22Q: 3 clusters Score -1227246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1227248.125000 Penalty: 4654.734375
	Iteration 23Q: 3 clusters Score -1227248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1227245.750000 Penalty: 4654.734375
	Iteration 24Q: 3 clusters Score -1227246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1227247.125000 Penalty: 4654.734375
	Iteration 25Q: 3 clusters Score -1227247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1227248.500000 Penalty: 4654.734375
	Iteration 26Q: 3 clusters Score -1227248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1227249.250000 Penalty: 4654.734375
	Iteration 27Q: 3 clusters Score -1227249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1227255.500000 Penalty: 4654.734375
	Iteration 28Q: 3 clusters Score -1227256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1227255.750000 Penalty: 4654.734375
	Iteration 29Q: 3 clusters Score -1227256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1227254.875000 Penalty: 4654.734375
	Iteration 30Q: 3 clusters Score -1227255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1227256.250000 Penalty: 4654.734375
	Iteration 31Q: 3 clusters Score -1227256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1227253.875000 Penalty: 4654.734375
	Iteration 32Q: 3 clusters Score -1227254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1227256.625000 Penalty: 4654.734375
	Iteration 33Q: 3 clusters Score -1227257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1227257.375000 Penalty: 4654.734375
	Iteration 34Q: 3 clusters Score -1227257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1227257.375000 Penalty: 4654.734375
	Iteration 35F: 3 clusters Score -1227257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -740605.562500 Penalty: 2224.130615
	Iteration 0F: 2 clusters Score -740605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -734286.812500 Penalty: 4448.261230
	Iteration 0F: 3 clusters Score -734286.8 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -736039.750000 Penalty: 4448.261230
	Iteration 1F: 3 clusters Score -736039.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -736387.250000 Penalty: 4448.261230
	Iteration 2F: 3 clusters Score -736387.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -736644.750000 Penalty: 4448.261230
	Iteration 3F: 3 clusters Score -736644.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -736847.375000 Penalty: 4448.261230
	Iteration 4Q: 3 clusters Score -736847.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -737024.312500 Penalty: 4448.261230
	Iteration 5Q: 3 clusters Score -737024.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -737202.562500 Penalty: 4448.261230
	Iteration 6Q: 3 clusters Score -737202.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -737392.125000 Penalty: 4448.261230
	Iteration 7Q: 3 clusters Score -737392.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -737602.625000 Penalty: 4448.261230
	Iteration 8Q: 3 clusters Score -737602.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -737862.625000 Penalty: 4448.261230
	Iteration 9Q: 3 clusters Score -737862.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -738183.750000 Penalty: 4448.261230
	Iteration 10Q: 3 clusters Score -738183.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -738625.312500 Penalty: 4448.261230
	Iteration 11F: 3 clusters Score -738625.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -739209.437500 Penalty: 4448.261230
	Iteration 12F: 3 clusters Score -739209.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -739674.125000 Penalty: 4448.261230
	Iteration 13F: 3 clusters Score -739674.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -739996.875000 Penalty: 4448.261230
	Iteration 14Q: 3 clusters Score -739996.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -740204.875000 Penalty: 4448.261230
	Iteration 15Q: 3 clusters Score -740204.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -740342.500000 Penalty: 4448.261230
	Iteration 16Q: 3 clusters Score -740342.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -740451.062500 Penalty: 4448.261230
	Iteration 17Q: 3 clusters Score -740451.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -740518.562500 Penalty: 4448.261230
	Iteration 18Q: 3 clusters Score -740518.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -740553.375000 Penalty: 4448.261230
	Iteration 19Q: 3 clusters Score -740553.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -740575.812500 Penalty: 4448.261230
	Iteration 20F: 3 clusters Score -740575.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -740589.187500 Penalty: 4448.261230
	Iteration 21Q: 3 clusters Score -740589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -740599.312500 Penalty: 4448.261230
	Iteration 22Q: 3 clusters Score -740599.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -740604.875000 Penalty: 4448.261230
	Iteration 23Q: 3 clusters Score -740604.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -740609.062500 Penalty: 4448.261230
	Iteration 24Q: 3 clusters Score -740609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -740611.125000 Penalty: 4448.261230
	Iteration 25Q: 3 clusters Score -740611.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -740612.562500 Penalty: 4448.261230
	Iteration 26Q: 3 clusters Score -740612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -740616.000000 Penalty: 4448.261230
	Iteration 27Q: 3 clusters Score -740616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -740618.125000 Penalty: 4448.261230
	Iteration 28Q: 3 clusters Score -740618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -740617.250000 Penalty: 4448.261230
	Iteration 29Q: 3 clusters Score -740617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -740618.500000 Penalty: 4448.261230
	Iteration 30Q: 3 clusters Score -740618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -740617.625000 Penalty: 4448.261230
	Iteration 31Q: 3 clusters Score -740617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -740619.125000 Penalty: 4448.261230
	Iteration 32Q: 3 clusters Score -740619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -740620.500000 Penalty: 4448.261230
	Iteration 33Q: 3 clusters Score -740620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -740621.500000 Penalty: 4448.261230
	Iteration 34Q: 3 clusters Score -740621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -740620.312500 Penalty: 4448.261230
	Iteration 35Q: 3 clusters Score -740620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -740623.187500 Penalty: 4448.261230
	Iteration 36Q: 3 clusters Score -740623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -740623.062500 Penalty: 4448.261230
	Iteration 37Q: 3 clusters Score -740623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -740623.062500 Penalty: 4448.261230
	Iteration 38Q: 3 clusters Score -740623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -740623.062500 Penalty: 4448.261230
	Iteration 39F: 3 clusters Score -740623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 23198 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Mstep: Class 63 contains 3581 members 
Entering Unmasked Estep 
Score: -96216512.000000 Penalty: 215788.609375
Splitting cluster 5 changes total score from -96217856.000000 to -96216512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -202358.843750 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -202358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199610.562500 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -199610.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -200092.796875 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -200092.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -200230.703125 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -200230.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -200310.031250 Penalty: 3805.457031
	Iteration 3Q: 3 clusters Score -200310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -200359.984375 Penalty: 3805.457031
	Iteration 4Q: 3 clusters Score -200360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -200394.265625 Penalty: 3805.457031
	Iteration 5Q: 3 clusters Score -200394.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -200421.484375 Penalty: 3805.457031
	Iteration 6Q: 3 clusters Score -200421.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -200450.781250 Penalty: 3805.457031
	Iteration 7Q: 3 clusters Score -200450.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -200484.656250 Penalty: 3805.457031
	Iteration 8Q: 3 clusters Score -200484.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -200509.531250 Penalty: 3805.457031
	Iteration 9Q: 3 clusters Score -200509.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -200524.859375 Penalty: 3805.457031
	Iteration 10Q: 3 clusters Score -200524.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -200537.578125 Penalty: 3805.457031
	Iteration 11Q: 3 clusters Score -200537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -200549.500000 Penalty: 3805.457031
	Iteration 12Q: 3 clusters Score -200549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -200558.546875 Penalty: 3805.457031
	Iteration 13Q: 3 clusters Score -200558.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200565.234375 Penalty: 3805.457031
	Iteration 14Q: 3 clusters Score -200565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -200573.765625 Penalty: 3805.457031
	Iteration 15Q: 3 clusters Score -200573.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -200582.140625 Penalty: 3805.457031
	Iteration 16Q: 3 clusters Score -200582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -200589.265625 Penalty: 3805.457031
	Iteration 17Q: 3 clusters Score -200589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -200594.828125 Penalty: 3805.457031
	Iteration 18Q: 3 clusters Score -200594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -200595.828125 Penalty: 3805.457031
	Iteration 19Q: 3 clusters Score -200595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -200596.187500 Penalty: 3805.457031
	Iteration 20F: 3 clusters Score -200596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -61507.683594 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -61507.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59907.027344 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -59907.03 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60291.351562 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -60291.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60415.148438 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -60415.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60505.160156 Penalty: 3254.271240
	Iteration 3F: 3 clusters Score -60505.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60582.300781 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -60582.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60619.054688 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -60619.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60646.062500 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -60646.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60666.156250 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -60666.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60674.863281 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -60674.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60686.988281 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -60686.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60689.742188 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -60689.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60689.742188 Penalty: 3254.271240
	Iteration 11F: 3 clusters Score -60689.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Entering Unmasked Estep 
Score: -9101274.000000 Penalty: 2827.192383
	Iteration 0F: 2 clusters Score -9101274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -9041319.000000 Penalty: 5654.384766
	Iteration 0F: 3 clusters Score -9041319 nChanged 42150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -9065431.000000 Penalty: 5654.384766
	Iteration 1F: 3 clusters Score -9065431 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -9066062.000000 Penalty: 5654.384766
	Iteration 2Q: 3 clusters Score -9066062 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -9066889.000000 Penalty: 5654.384766
	Iteration 3Q: 3 clusters Score -9066889 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -9067909.000000 Penalty: 5654.384766
	Iteration 4Q: 3 clusters Score -9067909 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9069338.000000 Penalty: 5654.384766
	Iteration 5Q: 3 clusters Score -9069338 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -9071830.000000 Penalty: 5654.384766
	Iteration 6F: 3 clusters Score -9071830 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -9075590.000000 Penalty: 5654.384766
	Iteration 7F: 3 clusters Score -9075590 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -9080902.000000 Penalty: 5654.384766
	Iteration 8F: 3 clusters Score -9080902 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -9087402.000000 Penalty: 5654.384766
	Iteration 9F: 3 clusters Score -9087402 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -9092720.000000 Penalty: 5654.384766
	Iteration 10F: 3 clusters Score -9092720 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -9095904.000000 Penalty: 5654.384766
	Iteration 11Q: 3 clusters Score -9095904 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9097432.000000 Penalty: 5654.384766
	Iteration 12Q: 3 clusters Score -9097432 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9098133.000000 Penalty: 5654.384766
	Iteration 13Q: 3 clusters Score -9098133 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9098427.000000 Penalty: 5654.384766
	Iteration 14Q: 3 clusters Score -9098427 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9098600.000000 Penalty: 5654.384766
	Iteration 15Q: 3 clusters Score -9098600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9098689.000000 Penalty: 5654.384766
	Iteration 16Q: 3 clusters Score -9098689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9098730.000000 Penalty: 5654.384766
	Iteration 17Q: 3 clusters Score -9098730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9098761.000000 Penalty: 5654.384766
	Iteration 18Q: 3 clusters Score -9098761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9098789.000000 Penalty: 5654.384766
	Iteration 19Q: 3 clusters Score -9098789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9098800.000000 Penalty: 5654.384766
	Iteration 20F: 3 clusters Score -9098800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9098823.000000 Penalty: 5654.384766
	Iteration 21Q: 3 clusters Score -9098823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9098828.000000 Penalty: 5654.384766
	Iteration 22Q: 3 clusters Score -9098828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9098828.000000 Penalty: 5654.384766
	Iteration 23Q: 3 clusters Score -9098828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9098826.000000 Penalty: 5654.384766
	Iteration 24Q: 3 clusters Score -9098826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9098830.000000 Penalty: 5654.384766
	Iteration 25Q: 3 clusters Score -9098830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9098833.000000 Penalty: 5654.384766
	Iteration 26Q: 3 clusters Score -9098833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9098831.000000 Penalty: 5654.384766
	Iteration 27Q: 3 clusters Score -9098831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9098843.000000 Penalty: 5654.384766
	Iteration 28Q: 3 clusters Score -9098843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9098835.000000 Penalty: 5654.384766
	Iteration 29Q: 3 clusters Score -9098835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9098843.000000 Penalty: 5654.384766
	Iteration 30Q: 3 clusters Score -9098843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9098845.000000 Penalty: 5654.384766
	Iteration 31Q: 3 clusters Score -9098845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9098849.000000 Penalty: 5654.384766
	Iteration 32Q: 3 clusters Score -9098849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9098847.000000 Penalty: 5654.384766
	Iteration 33Q: 3 clusters Score -9098847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9098844.000000 Penalty: 5654.384766
	Iteration 34Q: 3 clusters Score -9098844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9098848.000000 Penalty: 5654.384766
	Iteration 35Q: 3 clusters Score -9098848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9098852.000000 Penalty: 5654.384766
	Iteration 36Q: 3 clusters Score -9098852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9098852.000000 Penalty: 5654.384766
	Iteration 37F: 3 clusters Score -9098852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -684782.125000 Penalty: 2228.762939
	Iteration 0F: 2 clusters Score -684782.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -678350.750000 Penalty: 4457.525879
	Iteration 0F: 3 clusters Score -678350.8 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -680177.687500 Penalty: 4457.525879
	Iteration 1F: 3 clusters Score -680177.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -680636.562500 Penalty: 4457.525879
	Iteration 2F: 3 clusters Score -680636.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -681055.437500 Penalty: 4457.525879
	Iteration 3F: 3 clusters Score -681055.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -681428.000000 Penalty: 4457.525879
	Iteration 4F: 3 clusters Score -681428 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -681818.625000 Penalty: 4457.525879
	Iteration 5F: 3 clusters Score -681818.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -682148.875000 Penalty: 4457.525879
	Iteration 6F: 3 clusters Score -682148.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -682414.125000 Penalty: 4457.525879
	Iteration 7Q: 3 clusters Score -682414.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -682648.687500 Penalty: 4457.525879
	Iteration 8Q: 3 clusters Score -682648.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -682833.062500 Penalty: 4457.525879
	Iteration 9Q: 3 clusters Score -682833.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -682945.937500 Penalty: 4457.525879
	Iteration 10Q: 3 clusters Score -682945.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -683026.687500 Penalty: 4457.525879
	Iteration 11Q: 3 clusters Score -683026.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -683085.312500 Penalty: 4457.525879
	Iteration 12Q: 3 clusters Score -683085.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -683134.875000 Penalty: 4457.525879
	Iteration 13Q: 3 clusters Score -683134.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -683172.125000 Penalty: 4457.525879
	Iteration 14Q: 3 clusters Score -683172.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -683206.562500 Penalty: 4457.525879
	Iteration 15Q: 3 clusters Score -683206.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -683242.250000 Penalty: 4457.525879
	Iteration 16Q: 3 clusters Score -683242.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -683275.562500 Penalty: 4457.525879
	Iteration 17Q: 3 clusters Score -683275.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -683299.875000 Penalty: 4457.525879
	Iteration 18Q: 3 clusters Score -683299.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -683323.875000 Penalty: 4457.525879
	Iteration 19Q: 3 clusters Score -683323.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -683344.000000 Penalty: 4457.525879
	Iteration 20F: 3 clusters Score -683344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -683360.125000 Penalty: 4457.525879
	Iteration 21Q: 3 clusters Score -683360.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -683368.062500 Penalty: 4457.525879
	Iteration 22Q: 3 clusters Score -683368.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -683376.250000 Penalty: 4457.525879
	Iteration 23Q: 3 clusters Score -683376.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -683379.562500 Penalty: 4457.525879
	Iteration 24Q: 3 clusters Score -683379.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -683385.875000 Penalty: 4457.525879
	Iteration 25Q: 3 clusters Score -683385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -683389.875000 Penalty: 4457.525879
	Iteration 26Q: 3 clusters Score -683389.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -683394.500000 Penalty: 4457.525879
	Iteration 27Q: 3 clusters Score -683394.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -683398.875000 Penalty: 4457.525879
	Iteration 28Q: 3 clusters Score -683398.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -683408.687500 Penalty: 4457.525879
	Iteration 29Q: 3 clusters Score -683408.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -683417.937500 Penalty: 4457.525879
	Iteration 30Q: 3 clusters Score -683417.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -683427.437500 Penalty: 4457.525879
	Iteration 31Q: 3 clusters Score -683427.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -683438.500000 Penalty: 4457.525879
	Iteration 32Q: 3 clusters Score -683438.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -683448.000000 Penalty: 4457.525879
	Iteration 33Q: 3 clusters Score -683448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -683458.375000 Penalty: 4457.525879
	Iteration 34Q: 3 clusters Score -683458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -683468.375000 Penalty: 4457.525879
	Iteration 35Q: 3 clusters Score -683468.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -683482.062500 Penalty: 4457.525879
	Iteration 36Q: 3 clusters Score -683482.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -683496.375000 Penalty: 4457.525879
	Iteration 37Q: 3 clusters Score -683496.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -683521.250000 Penalty: 4457.525879
	Iteration 38Q: 3 clusters Score -683521.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -683543.750000 Penalty: 4457.525879
	Iteration 39Q: 3 clusters Score -683543.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -683574.687500 Penalty: 4457.525879
	Iteration 40F: 3 clusters Score -683574.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -683606.937500 Penalty: 4457.525879
	Iteration 41Q: 3 clusters Score -683606.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -683628.312500 Penalty: 4457.525879
	Iteration 42Q: 3 clusters Score -683628.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -683646.750000 Penalty: 4457.525879
	Iteration 43Q: 3 clusters Score -683646.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -683659.250000 Penalty: 4457.525879
	Iteration 44Q: 3 clusters Score -683659.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -683671.437500 Penalty: 4457.525879
	Iteration 45Q: 3 clusters Score -683671.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -683680.562500 Penalty: 4457.525879
	Iteration 46Q: 3 clusters Score -683680.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -683686.500000 Penalty: 4457.525879
	Iteration 47Q: 3 clusters Score -683686.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -683690.625000 Penalty: 4457.525879
	Iteration 48Q: 3 clusters Score -683690.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -683694.500000 Penalty: 4457.525879
	Iteration 49Q: 3 clusters Score -683694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -683698.875000 Penalty: 4457.525879
	Iteration 50Q: 3 clusters Score -683698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -683705.687500 Penalty: 4457.525879
	Iteration 51Q: 3 clusters Score -683705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -683709.562500 Penalty: 4457.525879
	Iteration 52Q: 3 clusters Score -683709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -683710.250000 Penalty: 4457.525879
	Iteration 53Q: 3 clusters Score -683710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -683710.562500 Penalty: 4457.525879
	Iteration 54Q: 3 clusters Score -683710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -683713.687500 Penalty: 4457.525879
	Iteration 55Q: 3 clusters Score -683713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -683716.375000 Penalty: 4457.525879
	Iteration 56Q: 3 clusters Score -683716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -683717.000000 Penalty: 4457.525879
	Iteration 57Q: 3 clusters Score -683717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -683719.000000 Penalty: 4457.525879
	Iteration 58Q: 3 clusters Score -683719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -683717.500000 Penalty: 4457.525879
	Iteration 59Q: 3 clusters Score -683717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -683718.437500 Penalty: 4457.525879
	Iteration 60F: 3 clusters Score -683718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Entering Unmasked Estep 
Score: -4422683.500000 Penalty: 2646.218018
	Iteration 0F: 2 clusters Score -4422684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4393490.500000 Penalty: 5292.436035
	Iteration 0F: 3 clusters Score -4393490 nChanged 19777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4404471.500000 Penalty: 5292.436035
	Iteration 1F: 3 clusters Score -4404472 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4405061.000000 Penalty: 5292.436035
	Iteration 2Q: 3 clusters Score -4405061 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4405594.500000 Penalty: 5292.436035
	Iteration 3Q: 3 clusters Score -4405594 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4406124.500000 Penalty: 5292.436035
	Iteration 4Q: 3 clusters Score -4406124 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4406711.500000 Penalty: 5292.436035
	Iteration 5Q: 3 clusters Score -4406712 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4407423.500000 Penalty: 5292.436035
	Iteration 6Q: 3 clusters Score -4407424 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4408495.000000 Penalty: 5292.436035
	Iteration 7Q: 3 clusters Score -4408495 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4409905.500000 Penalty: 5292.436035
	Iteration 8F: 3 clusters Score -4409906 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4411709.000000 Penalty: 5292.436035
	Iteration 9F: 3 clusters Score -4411709 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4413806.000000 Penalty: 5292.436035
	Iteration 10F: 3 clusters Score -4413806 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4415829.000000 Penalty: 5292.436035
	Iteration 11F: 3 clusters Score -4415829 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4417438.500000 Penalty: 5292.436035
	Iteration 12Q: 3 clusters Score -4417438 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4418611.500000 Penalty: 5292.436035
	Iteration 13Q: 3 clusters Score -4418612 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -4419379.000000 Penalty: 5292.436035
	Iteration 14Q: 3 clusters Score -4419379 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -4419844.000000 Penalty: 5292.436035
	Iteration 15Q: 3 clusters Score -4419844 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4420088.500000 Penalty: 5292.436035
	Iteration 16Q: 3 clusters Score -4420088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -4420221.000000 Penalty: 5292.436035
	Iteration 17Q: 3 clusters Score -4420221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -4420305.500000 Penalty: 5292.436035
	Iteration 18Q: 3 clusters Score -4420306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -4420351.500000 Penalty: 5292.436035
	Iteration 19Q: 3 clusters Score -4420352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -4420378.000000 Penalty: 5292.436035
	Iteration 20F: 3 clusters Score -4420378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -4420396.000000 Penalty: 5292.436035
	Iteration 21Q: 3 clusters Score -4420396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4420407.000000 Penalty: 5292.436035
	Iteration 22Q: 3 clusters Score -4420407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -4420417.000000 Penalty: 5292.436035
	Iteration 23Q: 3 clusters Score -4420417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -4420427.500000 Penalty: 5292.436035
	Iteration 24Q: 3 clusters Score -4420428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -4420437.500000 Penalty: 5292.436035
	Iteration 25Q: 3 clusters Score -4420438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -4420449.000000 Penalty: 5292.436035
	Iteration 26Q: 3 clusters Score -4420449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -4420455.000000 Penalty: 5292.436035
	Iteration 27Q: 3 clusters Score -4420455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -4420456.000000 Penalty: 5292.436035
	Iteration 28Q: 3 clusters Score -4420456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4420453.000000 Penalty: 5292.436035
	Iteration 29Q: 3 clusters Score -4420453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4420453.000000 Penalty: 5292.436035
	Iteration 30F: 3 clusters Score -4420453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -236894.578125 Penalty: 1933.830078
	Iteration 0F: 2 clusters Score -236894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -234004.687500 Penalty: 3867.660156
	Iteration 0F: 3 clusters Score -234004.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -234576.609375 Penalty: 3867.660156
	Iteration 1F: 3 clusters Score -234576.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -234699.890625 Penalty: 3867.660156
	Iteration 2F: 3 clusters Score -234699.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -234775.984375 Penalty: 3867.660156
	Iteration 3Q: 3 clusters Score -234776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234832.062500 Penalty: 3867.660156
	Iteration 4Q: 3 clusters Score -234832.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -234875.500000 Penalty: 3867.660156
	Iteration 5Q: 3 clusters Score -234875.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -234905.531250 Penalty: 3867.660156
	Iteration 6Q: 3 clusters Score -234905.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234932.953125 Penalty: 3867.660156
	Iteration 7Q: 3 clusters Score -234933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -234963.031250 Penalty: 3867.660156
	Iteration 8Q: 3 clusters Score -234963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -235001.656250 Penalty: 3867.660156
	Iteration 9Q: 3 clusters Score -235001.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -235042.312500 Penalty: 3867.660156
	Iteration 10Q: 3 clusters Score -235042.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -235079.375000 Penalty: 3867.660156
	Iteration 11Q: 3 clusters Score -235079.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -235112.484375 Penalty: 3867.660156
	Iteration 12Q: 3 clusters Score -235112.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -235143.046875 Penalty: 3867.660156
	Iteration 13Q: 3 clusters Score -235143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -235185.468750 Penalty: 3867.660156
	Iteration 14Q: 3 clusters Score -235185.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -235227.359375 Penalty: 3867.660156
	Iteration 15Q: 3 clusters Score -235227.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -235261.609375 Penalty: 3867.660156
	Iteration 16Q: 3 clusters Score -235261.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -235293.343750 Penalty: 3867.660156
	Iteration 17Q: 3 clusters Score -235293.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235324.859375 Penalty: 3867.660156
	Iteration 18Q: 3 clusters Score -235324.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -235370.359375 Penalty: 3867.660156
	Iteration 19Q: 3 clusters Score -235370.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -235404.375000 Penalty: 3867.660156
	Iteration 20F: 3 clusters Score -235404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -235430.203125 Penalty: 3867.660156
	Iteration 21Q: 3 clusters Score -235430.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -235448.953125 Penalty: 3867.660156
	Iteration 22Q: 3 clusters Score -235449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -235474.015625 Penalty: 3867.660156
	Iteration 23Q: 3 clusters Score -235474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -235490.171875 Penalty: 3867.660156
	Iteration 24Q: 3 clusters Score -235490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -235499.734375 Penalty: 3867.660156
	Iteration 25Q: 3 clusters Score -235499.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -235507.093750 Penalty: 3867.660156
	Iteration 26Q: 3 clusters Score -235507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -235515.937500 Penalty: 3867.660156
	Iteration 27Q: 3 clusters Score -235515.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -235522.015625 Penalty: 3867.660156
	Iteration 28Q: 3 clusters Score -235522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -235527.515625 Penalty: 3867.660156
	Iteration 29Q: 3 clusters Score -235527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -235532.109375 Penalty: 3867.660156
	Iteration 30Q: 3 clusters Score -235532.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -235541.656250 Penalty: 3867.660156
	Iteration 31Q: 3 clusters Score -235541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -235554.156250 Penalty: 3867.660156
	Iteration 32Q: 3 clusters Score -235554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -235565.656250 Penalty: 3867.660156
	Iteration 33Q: 3 clusters Score -235565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -235574.687500 Penalty: 3867.660156
	Iteration 34Q: 3 clusters Score -235574.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -235586.109375 Penalty: 3867.660156
	Iteration 35Q: 3 clusters Score -235586.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235593.718750 Penalty: 3867.660156
	Iteration 36Q: 3 clusters Score -235593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -235595.859375 Penalty: 3867.660156
	Iteration 37Q: 3 clusters Score -235595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -235599.937500 Penalty: 3867.660156
	Iteration 38Q: 3 clusters Score -235599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -235604.906250 Penalty: 3867.660156
	Iteration 39Q: 3 clusters Score -235604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -235608.390625 Penalty: 3867.660156
	Iteration 40F: 3 clusters Score -235608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -235613.406250 Penalty: 3867.660156
	Iteration 41Q: 3 clusters Score -235613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -235618.531250 Penalty: 3867.660156
	Iteration 42Q: 3 clusters Score -235618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -235622.484375 Penalty: 3867.660156
	Iteration 43Q: 3 clusters Score -235622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -235624.828125 Penalty: 3867.660156
	Iteration 44Q: 3 clusters Score -235624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -235628.218750 Penalty: 3867.660156
	Iteration 45Q: 3 clusters Score -235628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -235631.031250 Penalty: 3867.660156
	Iteration 46Q: 3 clusters Score -235631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -235635.187500 Penalty: 3867.660156
	Iteration 47Q: 3 clusters Score -235635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -235637.343750 Penalty: 3867.660156
	Iteration 48Q: 3 clusters Score -235637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -235639.921875 Penalty: 3867.660156
	Iteration 49Q: 3 clusters Score -235639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -235641.859375 Penalty: 3867.660156
	Iteration 50Q: 3 clusters Score -235641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -235642.640625 Penalty: 3867.660156
	Iteration 51Q: 3 clusters Score -235642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -235643.734375 Penalty: 3867.660156
	Iteration 52Q: 3 clusters Score -235643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235644.515625 Penalty: 3867.660156
	Iteration 53Q: 3 clusters Score -235644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235644.750000 Penalty: 3867.660156
	Iteration 54Q: 3 clusters Score -235644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235644.750000 Penalty: 3867.660156
	Iteration 55F: 3 clusters Score -235644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210737 members 
Entering Unmasked Estep 
Score: -21695510.000000 Penalty: 3040.074951
	Iteration 0F: 2 clusters Score -2.169551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -21553874.000000 Penalty: 6080.149902
	Iteration 0F: 3 clusters Score -2.155387e+07 nChanged 101288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -21612818.000000 Penalty: 6080.149902
	Iteration 1F: 3 clusters Score -2.161282e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -21613858.000000 Penalty: 6080.149902
	Iteration 2Q: 3 clusters Score -2.161386e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -21615252.000000 Penalty: 6080.149902
	Iteration 3Q: 3 clusters Score -2.161525e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 115819 members 
Entering Unmasked Estep 
Score: -21617402.000000 Penalty: 6080.149902
	Iteration 4Q: 3 clusters Score -2.16174e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -21620884.000000 Penalty: 6080.149902
	Iteration 5Q: 3 clusters Score -2.162088e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 130913 members 
Entering Unmasked Estep 
Score: -21626668.000000 Penalty: 6080.149902
	Iteration 6F: 3 clusters Score -2.162667e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 142704 members 
Entering Unmasked Estep 
Score: -21635520.000000 Penalty: 6080.149902
	Iteration 7F: 3 clusters Score -2.163552e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -21646212.000000 Penalty: 6080.149902
	Iteration 8F: 3 clusters Score -2.164621e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -21657286.000000 Penalty: 6080.149902
	Iteration 9F: 3 clusters Score -2.165729e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 182848 members 
Entering Unmasked Estep 
Score: -21667402.000000 Penalty: 6080.149902
	Iteration 10F: 3 clusters Score -2.16674e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 193403 members 
Entering Unmasked Estep 
Score: -21676436.000000 Penalty: 6080.149902
	Iteration 11F: 3 clusters Score -2.167644e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 201547 members 
Entering Unmasked Estep 
Score: -21684076.000000 Penalty: 6080.149902
	Iteration 12Q: 3 clusters Score -2.168408e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 206715 members 
Entering Unmasked Estep 
Score: -21689124.000000 Penalty: 6080.149902
	Iteration 13Q: 3 clusters Score -2.168912e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 209116 members 
Entering Unmasked Estep 
Score: -21691400.000000 Penalty: 6080.149902
	Iteration 14Q: 3 clusters Score -2.16914e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 209980 members 
Entering Unmasked Estep 
Score: -21692144.000000 Penalty: 6080.149902
	Iteration 15Q: 3 clusters Score -2.169214e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 210259 members 
Entering Unmasked Estep 
Score: -21692464.000000 Penalty: 6080.149902
	Iteration 16Q: 3 clusters Score -2.169246e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 210344 members 
Entering Unmasked Estep 
Score: -21692592.000000 Penalty: 6080.149902
	Iteration 17Q: 3 clusters Score -2.169259e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 210379 members 
Entering Unmasked Estep 
Score: -21692648.000000 Penalty: 6080.149902
	Iteration 18Q: 3 clusters Score -2.169265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210394 members 
Entering Unmasked Estep 
Score: -21692698.000000 Penalty: 6080.149902
	Iteration 19Q: 3 clusters Score -2.16927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 210403 members 
Entering Unmasked Estep 
Score: -21692714.000000 Penalty: 6080.149902
	Iteration 20F: 3 clusters Score -2.169271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 210408 members 
Entering Unmasked Estep 
Score: -21692720.000000 Penalty: 6080.149902
	Iteration 21Q: 3 clusters Score -2.169272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 210412 members 
Entering Unmasked Estep 
Score: -21692732.000000 Penalty: 6080.149902
	Iteration 22Q: 3 clusters Score -2.169273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210416 members 
Entering Unmasked Estep 
Score: -21692738.000000 Penalty: 6080.149902
	Iteration 23Q: 3 clusters Score -2.169274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 210418 members 
Entering Unmasked Estep 
Score: -21692750.000000 Penalty: 6080.149902
	Iteration 24Q: 3 clusters Score -2.169275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 210418 members 
Entering Unmasked Estep 
Score: -21692748.000000 Penalty: 6080.149902
	Iteration 25Q: 3 clusters Score -2.169275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 210421 members 
Entering Unmasked Estep 
Score: -21692770.000000 Penalty: 6080.149902
	Iteration 26Q: 3 clusters Score -2.169277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210423 members 
Entering Unmasked Estep 
Score: -21692784.000000 Penalty: 6080.149902
	Iteration 27Q: 3 clusters Score -2.169278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 210425 members 
Entering Unmasked Estep 
Score: -21692784.000000 Penalty: 6080.149902
	Iteration 28Q: 3 clusters Score -2.169278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 210427 members 
Entering Unmasked Estep 
Score: -21692788.000000 Penalty: 6080.149902
	Iteration 29Q: 3 clusters Score -2.169279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 210426 members 
Entering Unmasked Estep 
Score: -21692798.000000 Penalty: 6080.149902
	Iteration 30Q: 3 clusters Score -2.16928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 210427 members 
Entering Unmasked Estep 
Score: -21692800.000000 Penalty: 6080.149902
	Iteration 31Q: 3 clusters Score -2.16928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 210429 members 
Entering Unmasked Estep 
Score: -21692792.000000 Penalty: 6080.149902
	Iteration 32Q: 3 clusters Score -2.169279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 210430 members 
Entering Unmasked Estep 
Score: -21692804.000000 Penalty: 6080.149902
	Iteration 33Q: 3 clusters Score -2.16928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 210428 members 
Entering Unmasked Estep 
Score: -21692800.000000 Penalty: 6080.149902
	Iteration 34Q: 3 clusters Score -2.16928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 210428 members 
Entering Unmasked Estep 
Score: -21692800.000000 Penalty: 6080.149902
	Iteration 35F: 3 clusters Score -2.16928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Entering Unmasked Estep 
Score: -2339275.750000 Penalty: 2492.851807
	Iteration 0F: 2 clusters Score -2339276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2323294.500000 Penalty: 4985.703613
	Iteration 0F: 3 clusters Score -2323294 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2328915.500000 Penalty: 4985.703613
	Iteration 1F: 3 clusters Score -2328916 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2329592.500000 Penalty: 4985.703613
	Iteration 2F: 3 clusters Score -2329592 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2330553.500000 Penalty: 4985.703613
	Iteration 3F: 3 clusters Score -2330554 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2331958.000000 Penalty: 4985.703613
	Iteration 4F: 3 clusters Score -2331958 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2333748.250000 Penalty: 4985.703613
	Iteration 5F: 3 clusters Score -2333748 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2335459.500000 Penalty: 4985.703613
	Iteration 6F: 3 clusters Score -2335460 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2336759.750000 Penalty: 4985.703613
	Iteration 7F: 3 clusters Score -2336760 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2337630.500000 Penalty: 4985.703613
	Iteration 8F: 3 clusters Score -2337630 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2338191.250000 Penalty: 4985.703613
	Iteration 9Q: 3 clusters Score -2338191 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2338506.000000 Penalty: 4985.703613
	Iteration 10Q: 3 clusters Score -2338506 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2338692.750000 Penalty: 4985.703613
	Iteration 11Q: 3 clusters Score -2338693 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2338867.000000 Penalty: 4985.703613
	Iteration 12Q: 3 clusters Score -2338867 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2339067.250000 Penalty: 4985.703613
	Iteration 13Q: 3 clusters Score -2339067 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2339326.000000 Penalty: 4985.703613
	Iteration 14Q: 3 clusters Score -2339326 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2339703.000000 Penalty: 4985.703613
	Iteration 15Q: 3 clusters Score -2339703 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2340141.750000 Penalty: 4985.703613
	Iteration 16Q: 3 clusters Score -2340142 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2340563.500000 Penalty: 4985.703613
	Iteration 17Q: 3 clusters Score -2340564 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2340923.250000 Penalty: 4985.703613
	Iteration 18Q: 3 clusters Score -2340923 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2341253.000000 Penalty: 4985.703613
	Iteration 19Q: 3 clusters Score -2341253 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2341529.250000 Penalty: 4985.703613
	Iteration 20F: 3 clusters Score -2341529 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2341733.750000 Penalty: 4985.703613
	Iteration 21Q: 3 clusters Score -2341734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2341875.000000 Penalty: 4985.703613
	Iteration 22Q: 3 clusters Score -2341875 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2341947.250000 Penalty: 4985.703613
	Iteration 23Q: 3 clusters Score -2341947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2341993.250000 Penalty: 4985.703613
	Iteration 24Q: 3 clusters Score -2341993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2342021.000000 Penalty: 4985.703613
	Iteration 25Q: 3 clusters Score -2342021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2342047.750000 Penalty: 4985.703613
	Iteration 26Q: 3 clusters Score -2342048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2342057.250000 Penalty: 4985.703613
	Iteration 27Q: 3 clusters Score -2342057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2342075.250000 Penalty: 4985.703613
	Iteration 28Q: 3 clusters Score -2342075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2342075.000000 Penalty: 4985.703613
	Iteration 29Q: 3 clusters Score -2342075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2342082.250000 Penalty: 4985.703613
	Iteration 30Q: 3 clusters Score -2342082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2342085.000000 Penalty: 4985.703613
	Iteration 31Q: 3 clusters Score -2342085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2342083.000000 Penalty: 4985.703613
	Iteration 32Q: 3 clusters Score -2342083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2342086.500000 Penalty: 4985.703613
	Iteration 33Q: 3 clusters Score -2342086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2342086.750000 Penalty: 4985.703613
	Iteration 34Q: 3 clusters Score -2342087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2342088.250000 Penalty: 4985.703613
	Iteration 35Q: 3 clusters Score -2342088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2342092.500000 Penalty: 4985.703613
	Iteration 36Q: 3 clusters Score -2342092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2342090.250000 Penalty: 4985.703613
	Iteration 37Q: 3 clusters Score -2342090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2342088.000000 Penalty: 4985.703613
	Iteration 38Q: 3 clusters Score -2342088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2342087.750000 Penalty: 4985.703613
	Iteration 39Q: 3 clusters Score -2342088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2342089.000000 Penalty: 4985.703613
	Iteration 40F: 3 clusters Score -2342089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Mstep: Class 63 contains 15546 members 
Entering Unmasked Estep 
Score: -96219408.000000 Penalty: 215788.609375
Splitting cluster 13 changes total score from -96217856.000000 to -96219408.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 14 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -273411.031250 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -273411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -270243.375000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -270243.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -270992.406250 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -270992.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -271199.593750 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -271199.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271345.375000 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -271345.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -271430.562500 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -271430.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -271483.625000 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -271483.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -271523.781250 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -271523.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -271560.312500 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -271560.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271594.531250 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -271594.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -271632.687500 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -271632.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271665.500000 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -271665.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -271691.968750 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -271692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271709.250000 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -271709.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -271725.843750 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -271725.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -271744.281250 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -271744.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -271761.093750 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -271761.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -271782.375000 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -271782.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271800.343750 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -271800.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271814.968750 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -271815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -271827.406250 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -271827.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -271839.500000 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -271839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -271853.562500 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -271853.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -271861.875000 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -271861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -271870.531250 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -271870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -271876.312500 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -271876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -271882.968750 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -271883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -271885.562500 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -271885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271888.375000 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -271888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -271890.968750 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -271891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -271892.531250 Penalty: 3956.561523
	Iteration 29Q: 3 clusters Score -271892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271893.468750 Penalty: 3956.561523
	Iteration 30Q: 3 clusters Score -271893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271894.156250 Penalty: 3956.561523
	Iteration 31Q: 3 clusters Score -271894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -271895.562500 Penalty: 3956.561523
	Iteration 32Q: 3 clusters Score -271895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271896.437500 Penalty: 3956.561523
	Iteration 33Q: 3 clusters Score -271896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271897.468750 Penalty: 3956.561523
	Iteration 34Q: 3 clusters Score -271897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271898.156250 Penalty: 3956.561523
	Iteration 35Q: 3 clusters Score -271898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271898.843750 Penalty: 3956.561523
	Iteration 36Q: 3 clusters Score -271898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271899.250000 Penalty: 3956.561523
	Iteration 37Q: 3 clusters Score -271899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271899.250000 Penalty: 3956.561523
	Iteration 38F: 3 clusters Score -271899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -904304.375000 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -904304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -897421.187500 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -897421.2 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -899368.000000 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -899368 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -899670.937500 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -899670.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -899879.937500 Penalty: 4499.710938
	Iteration 3F: 3 clusters Score -899879.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -900083.000000 Penalty: 4499.710938
	Iteration 4Q: 3 clusters Score -900083 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -900320.937500 Penalty: 4499.710938
	Iteration 5Q: 3 clusters Score -900320.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -900574.562500 Penalty: 4499.710938
	Iteration 6Q: 3 clusters Score -900574.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -900846.375000 Penalty: 4499.710938
	Iteration 7Q: 3 clusters Score -900846.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -901122.500000 Penalty: 4499.710938
	Iteration 8Q: 3 clusters Score -901122.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -901383.187500 Penalty: 4499.710938
	Iteration 9Q: 3 clusters Score -901383.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -901615.250000 Penalty: 4499.710938
	Iteration 10Q: 3 clusters Score -901615.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -901789.375000 Penalty: 4499.710938
	Iteration 11Q: 3 clusters Score -901789.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -901935.750000 Penalty: 4499.710938
	Iteration 12Q: 3 clusters Score -901935.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -902054.187500 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -902054.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -902137.812500 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -902137.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -902188.375000 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -902188.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -902231.312500 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -902231.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -902267.125000 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -902267.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -902300.125000 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -902300.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -902321.562500 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -902321.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -902338.250000 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -902338.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -902351.875000 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -902351.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -902370.062500 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -902370.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -902379.312500 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -902379.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -902391.000000 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -902391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -902397.937500 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -902397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -902400.562500 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -902400.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -902409.187500 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -902409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -902414.812500 Penalty: 4499.710938
	Iteration 28Q: 3 clusters Score -902414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -902420.125000 Penalty: 4499.710938
	Iteration 29Q: 3 clusters Score -902420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -902420.750000 Penalty: 4499.710938
	Iteration 30Q: 3 clusters Score -902420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -902421.812500 Penalty: 4499.710938
	Iteration 31Q: 3 clusters Score -902421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -902425.187500 Penalty: 4499.710938
	Iteration 32Q: 3 clusters Score -902425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -902428.625000 Penalty: 4499.710938
	Iteration 33Q: 3 clusters Score -902428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -902430.250000 Penalty: 4499.710938
	Iteration 34Q: 3 clusters Score -902430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -902433.000000 Penalty: 4499.710938
	Iteration 35Q: 3 clusters Score -902433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -902435.312500 Penalty: 4499.710938
	Iteration 36Q: 3 clusters Score -902435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -902439.000000 Penalty: 4499.710938
	Iteration 37Q: 3 clusters Score -902439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -902439.250000 Penalty: 4499.710938
	Iteration 38Q: 3 clusters Score -902439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -902440.875000 Penalty: 4499.710938
	Iteration 39Q: 3 clusters Score -902440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -902440.875000 Penalty: 4499.710938
	Iteration 40F: 3 clusters Score -902440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -902441.687500 Penalty: 4499.710938
	Iteration 41Q: 3 clusters Score -902441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -902441.937500 Penalty: 4499.710938
	Iteration 42Q: 3 clusters Score -902441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -902443.687500 Penalty: 4499.710938
	Iteration 43Q: 3 clusters Score -902443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -902443.750000 Penalty: 4499.710938
	Iteration 44Q: 3 clusters Score -902443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -902443.750000 Penalty: 4499.710938
	Iteration 45F: 3 clusters Score -902443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -505885.375000 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -505885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -501315.906250 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -501315.9 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -502414.187500 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -502414.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -502630.593750 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -502630.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -502813.750000 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -502813.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -502985.062500 Penalty: 4234.835938
	Iteration 4Q: 3 clusters Score -502985.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -503157.218750 Penalty: 4234.835938
	Iteration 5Q: 3 clusters Score -503157.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -503381.218750 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -503381.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -503606.125000 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -503606.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -503810.062500 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -503810.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -503992.625000 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -503992.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -504129.093750 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -504129.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -504224.718750 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -504224.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -504281.000000 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -504281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -504312.437500 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -504312.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -504332.062500 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -504332.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -504345.968750 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -504346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -504354.218750 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -504354.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -504357.812500 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -504357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -504359.062500 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -504359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -504361.875000 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -504361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -504363.343750 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -504363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -504364.312500 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -504364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -504364.750000 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -504364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -504364.968750 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -504365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -504365.937500 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -504365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -504366.218750 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -504366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -504366.718750 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -504366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -504367.187500 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -504367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -504368.031250 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -504368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -504368.031250 Penalty: 4234.835938
	Iteration 29F: 3 clusters Score -504368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Entering Unmasked Estep 
Score: -5807698.500000 Penalty: 2714.373047
	Iteration 0F: 2 clusters Score -5807698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -5769629.000000 Penalty: 5428.746094
	Iteration 0F: 3 clusters Score -5769629 nChanged 26330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -5783996.000000 Penalty: 5428.746094
	Iteration 1F: 3 clusters Score -5783996 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -5784566.500000 Penalty: 5428.746094
	Iteration 2Q: 3 clusters Score -5784566 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -5785135.500000 Penalty: 5428.746094
	Iteration 3Q: 3 clusters Score -5785136 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -5785762.500000 Penalty: 5428.746094
	Iteration 4Q: 3 clusters Score -5785762 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -5786505.000000 Penalty: 5428.746094
	Iteration 5Q: 3 clusters Score -5786505 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -5787708.500000 Penalty: 5428.746094
	Iteration 6Q: 3 clusters Score -5787708 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -5789553.500000 Penalty: 5428.746094
	Iteration 7F: 3 clusters Score -5789554 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5792620.000000 Penalty: 5428.746094
	Iteration 8F: 3 clusters Score -5792620 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -5796771.500000 Penalty: 5428.746094
	Iteration 9F: 3 clusters Score -5796772 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -5800587.500000 Penalty: 5428.746094
	Iteration 10F: 3 clusters Score -5800588 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -5803142.000000 Penalty: 5428.746094
	Iteration 11Q: 3 clusters Score -5803142 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -5804423.500000 Penalty: 5428.746094
	Iteration 12Q: 3 clusters Score -5804424 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -5804880.500000 Penalty: 5428.746094
	Iteration 13Q: 3 clusters Score -5804880 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -5805048.000000 Penalty: 5428.746094
	Iteration 14Q: 3 clusters Score -5805048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -5805131.000000 Penalty: 5428.746094
	Iteration 15Q: 3 clusters Score -5805131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -5805186.500000 Penalty: 5428.746094
	Iteration 16Q: 3 clusters Score -5805186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -5805204.500000 Penalty: 5428.746094
	Iteration 17Q: 3 clusters Score -5805204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -5805223.500000 Penalty: 5428.746094
	Iteration 18Q: 3 clusters Score -5805224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -5805234.000000 Penalty: 5428.746094
	Iteration 19Q: 3 clusters Score -5805234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -5805257.500000 Penalty: 5428.746094
	Iteration 20F: 3 clusters Score -5805258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -5805270.500000 Penalty: 5428.746094
	Iteration 21Q: 3 clusters Score -5805270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -5805271.000000 Penalty: 5428.746094
	Iteration 22Q: 3 clusters Score -5805271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -5805274.000000 Penalty: 5428.746094
	Iteration 23Q: 3 clusters Score -5805274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -5805280.500000 Penalty: 5428.746094
	Iteration 24Q: 3 clusters Score -5805280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -5805288.000000 Penalty: 5428.746094
	Iteration 25Q: 3 clusters Score -5805288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -5805287.000000 Penalty: 5428.746094
	Iteration 26Q: 3 clusters Score -5805287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -5805292.000000 Penalty: 5428.746094
	Iteration 27Q: 3 clusters Score -5805292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -5805297.500000 Penalty: 5428.746094
	Iteration 28Q: 3 clusters Score -5805298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -5805299.500000 Penalty: 5428.746094
	Iteration 29Q: 3 clusters Score -5805300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -5805306.000000 Penalty: 5428.746094
	Iteration 30Q: 3 clusters Score -5805306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -5805308.500000 Penalty: 5428.746094
	Iteration 31Q: 3 clusters Score -5805308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5805302.500000 Penalty: 5428.746094
	Iteration 32Q: 3 clusters Score -5805302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5805302.500000 Penalty: 5428.746094
	Iteration 33F: 3 clusters Score -5805302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Entering Unmasked Estep 
Score: -892284.000000 Penalty: 2251.784424
	Iteration 0F: 2 clusters Score -892284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -885419.875000 Penalty: 4503.568848
	Iteration 0F: 3 clusters Score -885419.9 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -887342.250000 Penalty: 4503.568848
	Iteration 1F: 3 clusters Score -887342.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -887662.812500 Penalty: 4503.568848
	Iteration 2F: 3 clusters Score -887662.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -887876.750000 Penalty: 4503.568848
	Iteration 3F: 3 clusters Score -887876.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -888032.500000 Penalty: 4503.568848
	Iteration 4Q: 3 clusters Score -888032.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -888150.250000 Penalty: 4503.568848
	Iteration 5Q: 3 clusters Score -888150.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -888250.750000 Penalty: 4503.568848
	Iteration 6Q: 3 clusters Score -888250.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -888337.687500 Penalty: 4503.568848
	Iteration 7Q: 3 clusters Score -888337.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -888414.687500 Penalty: 4503.568848
	Iteration 8Q: 3 clusters Score -888414.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -888484.875000 Penalty: 4503.568848
	Iteration 9Q: 3 clusters Score -888484.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -888544.375000 Penalty: 4503.568848
	Iteration 10Q: 3 clusters Score -888544.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -888617.437500 Penalty: 4503.568848
	Iteration 11Q: 3 clusters Score -888617.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -888703.562500 Penalty: 4503.568848
	Iteration 12Q: 3 clusters Score -888703.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -888788.312500 Penalty: 4503.568848
	Iteration 13Q: 3 clusters Score -888788.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -888877.437500 Penalty: 4503.568848
	Iteration 14Q: 3 clusters Score -888877.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -888963.812500 Penalty: 4503.568848
	Iteration 15Q: 3 clusters Score -888963.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -889048.875000 Penalty: 4503.568848
	Iteration 16Q: 3 clusters Score -889048.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -889142.187500 Penalty: 4503.568848
	Iteration 17Q: 3 clusters Score -889142.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -889254.250000 Penalty: 4503.568848
	Iteration 18Q: 3 clusters Score -889254.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -889371.000000 Penalty: 4503.568848
	Iteration 19Q: 3 clusters Score -889371 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -889480.937500 Penalty: 4503.568848
	Iteration 20F: 3 clusters Score -889480.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -889586.125000 Penalty: 4503.568848
	Iteration 21Q: 3 clusters Score -889586.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -889686.687500 Penalty: 4503.568848
	Iteration 22Q: 3 clusters Score -889686.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -889777.250000 Penalty: 4503.568848
	Iteration 23Q: 3 clusters Score -889777.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -889848.937500 Penalty: 4503.568848
	Iteration 24Q: 3 clusters Score -889848.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -889907.312500 Penalty: 4503.568848
	Iteration 25Q: 3 clusters Score -889907.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -889957.562500 Penalty: 4503.568848
	Iteration 26Q: 3 clusters Score -889957.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -889996.500000 Penalty: 4503.568848
	Iteration 27Q: 3 clusters Score -889996.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -890026.937500 Penalty: 4503.568848
	Iteration 28Q: 3 clusters Score -890026.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -890054.812500 Penalty: 4503.568848
	Iteration 29Q: 3 clusters Score -890054.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -890081.375000 Penalty: 4503.568848
	Iteration 30Q: 3 clusters Score -890081.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -890106.375000 Penalty: 4503.568848
	Iteration 31Q: 3 clusters Score -890106.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -890121.625000 Penalty: 4503.568848
	Iteration 32Q: 3 clusters Score -890121.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -890140.125000 Penalty: 4503.568848
	Iteration 33Q: 3 clusters Score -890140.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -890152.687500 Penalty: 4503.568848
	Iteration 34Q: 3 clusters Score -890152.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -890175.875000 Penalty: 4503.568848
	Iteration 35Q: 3 clusters Score -890175.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -890201.750000 Penalty: 4503.568848
	Iteration 36Q: 3 clusters Score -890201.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -890226.750000 Penalty: 4503.568848
	Iteration 37Q: 3 clusters Score -890226.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -890239.500000 Penalty: 4503.568848
	Iteration 38Q: 3 clusters Score -890239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -890248.437500 Penalty: 4503.568848
	Iteration 39Q: 3 clusters Score -890248.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -890253.812500 Penalty: 4503.568848
	Iteration 40F: 3 clusters Score -890253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -890255.750000 Penalty: 4503.568848
	Iteration 41Q: 3 clusters Score -890255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -890260.000000 Penalty: 4503.568848
	Iteration 42Q: 3 clusters Score -890260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -890265.562500 Penalty: 4503.568848
	Iteration 43Q: 3 clusters Score -890265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -890271.812500 Penalty: 4503.568848
	Iteration 44Q: 3 clusters Score -890271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -890277.312500 Penalty: 4503.568848
	Iteration 45Q: 3 clusters Score -890277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -890284.625000 Penalty: 4503.568848
	Iteration 46Q: 3 clusters Score -890284.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -890291.125000 Penalty: 4503.568848
	Iteration 47Q: 3 clusters Score -890291.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -890300.125000 Penalty: 4503.568848
	Iteration 48Q: 3 clusters Score -890300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -890302.937500 Penalty: 4503.568848
	Iteration 49Q: 3 clusters Score -890302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -890308.812500 Penalty: 4503.568848
	Iteration 50Q: 3 clusters Score -890308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -890313.562500 Penalty: 4503.568848
	Iteration 51Q: 3 clusters Score -890313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -890317.250000 Penalty: 4503.568848
	Iteration 52Q: 3 clusters Score -890317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -890321.125000 Penalty: 4503.568848
	Iteration 53Q: 3 clusters Score -890321.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -890324.812500 Penalty: 4503.568848
	Iteration 54Q: 3 clusters Score -890324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -890325.562500 Penalty: 4503.568848
	Iteration 55Q: 3 clusters Score -890325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -890326.562500 Penalty: 4503.568848
	Iteration 56Q: 3 clusters Score -890326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -890328.875000 Penalty: 4503.568848
	Iteration 57Q: 3 clusters Score -890328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -890329.687500 Penalty: 4503.568848
	Iteration 58Q: 3 clusters Score -890329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -890330.187500 Penalty: 4503.568848
	Iteration 59Q: 3 clusters Score -890330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -890330.187500 Penalty: 4503.568848
	Iteration 60F: 3 clusters Score -890330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -433200.812500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -433200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -429114.968750 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -429115 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -430035.062500 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -430035.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -430224.781250 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -430224.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -430351.156250 Penalty: 4154.198242
	Iteration 3Q: 3 clusters Score -430351.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -430455.781250 Penalty: 4154.198242
	Iteration 4Q: 3 clusters Score -430455.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -430536.875000 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -430536.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -430589.875000 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -430589.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -430629.343750 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -430629.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430662.625000 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -430662.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430690.468750 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -430690.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -430720.812500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -430720.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -430749.406250 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -430749.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -430771.031250 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -430771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -430788.468750 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -430788.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -430802.468750 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -430802.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -430821.500000 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -430821.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -430843.781250 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -430843.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -430867.718750 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -430867.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -430886.906250 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -430886.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -430905.343750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -430905.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -430928.781250 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -430928.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -430953.625000 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -430953.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -430975.531250 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -430975.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -430989.656250 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -430989.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -431008.156250 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -431008.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -431025.937500 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -431025.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -431042.781250 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -431042.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -431066.593750 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -431066.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -431094.312500 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -431094.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -431115.531250 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -431115.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -431131.562500 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -431131.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -431142.718750 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -431142.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -431154.625000 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -431154.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -431166.562500 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -431166.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -431179.500000 Penalty: 4154.198242
	Iteration 34Q: 3 clusters Score -431179.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -431192.687500 Penalty: 4154.198242
	Iteration 35Q: 3 clusters Score -431192.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -431203.906250 Penalty: 4154.198242
	Iteration 36Q: 3 clusters Score -431203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -431211.375000 Penalty: 4154.198242
	Iteration 37Q: 3 clusters Score -431211.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -431223.343750 Penalty: 4154.198242
	Iteration 38Q: 3 clusters Score -431223.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -431230.781250 Penalty: 4154.198242
	Iteration 39Q: 3 clusters Score -431230.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -431242.156250 Penalty: 4154.198242
	Iteration 40F: 3 clusters Score -431242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -431256.750000 Penalty: 4154.198242
	Iteration 41Q: 3 clusters Score -431256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -431268.031250 Penalty: 4154.198242
	Iteration 42Q: 3 clusters Score -431268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -431275.343750 Penalty: 4154.198242
	Iteration 43Q: 3 clusters Score -431275.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -431287.125000 Penalty: 4154.198242
	Iteration 44Q: 3 clusters Score -431287.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -431295.281250 Penalty: 4154.198242
	Iteration 45Q: 3 clusters Score -431295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -431302.093750 Penalty: 4154.198242
	Iteration 46Q: 3 clusters Score -431302.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -431309.062500 Penalty: 4154.198242
	Iteration 47Q: 3 clusters Score -431309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -431318.937500 Penalty: 4154.198242
	Iteration 48Q: 3 clusters Score -431318.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -431331.156250 Penalty: 4154.198242
	Iteration 49Q: 3 clusters Score -431331.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -431341.656250 Penalty: 4154.198242
	Iteration 50Q: 3 clusters Score -431341.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -431350.437500 Penalty: 4154.198242
	Iteration 51Q: 3 clusters Score -431350.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -431364.750000 Penalty: 4154.198242
	Iteration 52Q: 3 clusters Score -431364.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -431383.281250 Penalty: 4154.198242
	Iteration 53Q: 3 clusters Score -431383.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -431395.625000 Penalty: 4154.198242
	Iteration 54Q: 3 clusters Score -431395.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -431405.125000 Penalty: 4154.198242
	Iteration 55Q: 3 clusters Score -431405.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -431413.875000 Penalty: 4154.198242
	Iteration 56Q: 3 clusters Score -431413.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -431419.906250 Penalty: 4154.198242
	Iteration 57Q: 3 clusters Score -431419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -431423.093750 Penalty: 4154.198242
	Iteration 58Q: 3 clusters Score -431423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -431426.875000 Penalty: 4154.198242
	Iteration 59Q: 3 clusters Score -431426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -431428.968750 Penalty: 4154.198242
	Iteration 60F: 3 clusters Score -431429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -431430.531250 Penalty: 4154.198242
	Iteration 61Q: 3 clusters Score -431430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -431431.156250 Penalty: 4154.198242
	Iteration 62Q: 3 clusters Score -431431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -431434.718750 Penalty: 4154.198242
	Iteration 63Q: 3 clusters Score -431434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -431438.000000 Penalty: 4154.198242
	Iteration 64Q: 3 clusters Score -431438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -431439.593750 Penalty: 4154.198242
	Iteration 65Q: 3 clusters Score -431439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -431440.375000 Penalty: 4154.198242
	Iteration 66Q: 3 clusters Score -431440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -431440.937500 Penalty: 4154.198242
	Iteration 67Q: 3 clusters Score -431440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -431441.625000 Penalty: 4154.198242
	Iteration 68Q: 3 clusters Score -431441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -431443.093750 Penalty: 4154.198242
	Iteration 69Q: 3 clusters Score -431443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -431442.781250 Penalty: 4154.198242
	Iteration 70Q: 3 clusters Score -431442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -431442.906250 Penalty: 4154.198242
	Iteration 71Q: 3 clusters Score -431442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -431445.406250 Penalty: 4154.198242
	Iteration 72Q: 3 clusters Score -431445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -431447.312500 Penalty: 4154.198242
	Iteration 73Q: 3 clusters Score -431447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -431450.000000 Penalty: 4154.198242
	Iteration 74Q: 3 clusters Score -431450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -431450.562500 Penalty: 4154.198242
	Iteration 75Q: 3 clusters Score -431450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -431451.625000 Penalty: 4154.198242
	Iteration 76Q: 3 clusters Score -431451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -431453.843750 Penalty: 4154.198242
	Iteration 77Q: 3 clusters Score -431453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -431455.625000 Penalty: 4154.198242
	Iteration 78Q: 3 clusters Score -431455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -431456.187500 Penalty: 4154.198242
	Iteration 79Q: 3 clusters Score -431456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -431459.812500 Penalty: 4154.198242
	Iteration 80F: 3 clusters Score -431459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -431461.375000 Penalty: 4154.198242
	Iteration 81Q: 3 clusters Score -431461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -431463.625000 Penalty: 4154.198242
	Iteration 82Q: 3 clusters Score -431463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -431464.468750 Penalty: 4154.198242
	Iteration 83Q: 3 clusters Score -431464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -431464.281250 Penalty: 4154.198242
	Iteration 84Q: 3 clusters Score -431464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -431464.875000 Penalty: 4154.198242
	Iteration 85Q: 3 clusters Score -431464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -431465.781250 Penalty: 4154.198242
	Iteration 86Q: 3 clusters Score -431465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -431466.312500 Penalty: 4154.198242
	Iteration 87Q: 3 clusters Score -431466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -431466.750000 Penalty: 4154.198242
	Iteration 88Q: 3 clusters Score -431466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -431466.437500 Penalty: 4154.198242
	Iteration 89Q: 3 clusters Score -431466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -431468.875000 Penalty: 4154.198242
	Iteration 90Q: 3 clusters Score -431468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -431468.906250 Penalty: 4154.198242
	Iteration 91Q: 3 clusters Score -431468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -431470.593750 Penalty: 4154.198242
	Iteration 92Q: 3 clusters Score -431470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -431472.812500 Penalty: 4154.198242
	Iteration 93Q: 3 clusters Score -431472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -431475.500000 Penalty: 4154.198242
	Iteration 94Q: 3 clusters Score -431475.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -431477.343750 Penalty: 4154.198242
	Iteration 95Q: 3 clusters Score -431477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -431479.593750 Penalty: 4154.198242
	Iteration 96Q: 3 clusters Score -431479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431481.218750 Penalty: 4154.198242
	Iteration 97Q: 3 clusters Score -431481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -431482.156250 Penalty: 4154.198242
	Iteration 98Q: 3 clusters Score -431482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -431483.687500 Penalty: 4154.198242
	Iteration 99Q: 3 clusters Score -431483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -431484.406250 Penalty: 4154.198242
	Iteration 100F: 3 clusters Score -431484.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Entering Unmasked Estep 
Score: -723170.625000 Penalty: 2211.326904
	Iteration 0F: 2 clusters Score -723170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -717183.625000 Penalty: 4422.653809
	Iteration 0F: 3 clusters Score -717183.6 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -718788.437500 Penalty: 4422.653809
	Iteration 1F: 3 clusters Score -718788.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -719058.625000 Penalty: 4422.653809
	Iteration 2F: 3 clusters Score -719058.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -719241.062500 Penalty: 4422.653809
	Iteration 3Q: 3 clusters Score -719241.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -719369.812500 Penalty: 4422.653809
	Iteration 4Q: 3 clusters Score -719369.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -719496.812500 Penalty: 4422.653809
	Iteration 5Q: 3 clusters Score -719496.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -719630.250000 Penalty: 4422.653809
	Iteration 6Q: 3 clusters Score -719630.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -719807.000000 Penalty: 4422.653809
	Iteration 7Q: 3 clusters Score -719807 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -720017.812500 Penalty: 4422.653809
	Iteration 8Q: 3 clusters Score -720017.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -720303.937500 Penalty: 4422.653809
	Iteration 9Q: 3 clusters Score -720303.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -720625.750000 Penalty: 4422.653809
	Iteration 10Q: 3 clusters Score -720625.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -720961.937500 Penalty: 4422.653809
	Iteration 11Q: 3 clusters Score -720961.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -721385.000000 Penalty: 4422.653809
	Iteration 12Q: 3 clusters Score -721385 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -721974.500000 Penalty: 4422.653809
	Iteration 13F: 3 clusters Score -721974.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -722466.250000 Penalty: 4422.653809
	Iteration 14Q: 3 clusters Score -722466.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -722666.812500 Penalty: 4422.653809
	Iteration 15Q: 3 clusters Score -722666.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -722732.250000 Penalty: 4422.653809
	Iteration 16Q: 3 clusters Score -722732.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -722755.250000 Penalty: 4422.653809
	Iteration 17Q: 3 clusters Score -722755.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -722764.562500 Penalty: 4422.653809
	Iteration 18Q: 3 clusters Score -722764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -722769.625000 Penalty: 4422.653809
	Iteration 19Q: 3 clusters Score -722769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -722773.250000 Penalty: 4422.653809
	Iteration 20F: 3 clusters Score -722773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -722776.375000 Penalty: 4422.653809
	Iteration 21Q: 3 clusters Score -722776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -722775.562500 Penalty: 4422.653809
	Iteration 22Q: 3 clusters Score -722775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -722778.312500 Penalty: 4422.653809
	Iteration 23Q: 3 clusters Score -722778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -722779.000000 Penalty: 4422.653809
	Iteration 24Q: 3 clusters Score -722779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -722779.000000 Penalty: 4422.653809
	Iteration 25F: 3 clusters Score -722779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -182507.796875 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -182507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -180010.500000 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -180010.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180469.531250 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -180469.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -180651.515625 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -180651.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -180777.843750 Penalty: 3728.959717
	Iteration 3F: 3 clusters Score -180777.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180938.203125 Penalty: 3728.959717
	Iteration 4F: 3 clusters Score -180938.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -181145.531250 Penalty: 3728.959717
	Iteration 5F: 3 clusters Score -181145.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -181355.406250 Penalty: 3728.959717
	Iteration 6F: 3 clusters Score -181355.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -181485.437500 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -181485.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -181543.671875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -181543.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -181580.125000 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -181580.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -181604.062500 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -181604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -181617.359375 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -181617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -181624.875000 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -181624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -181627.515625 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -181627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -181627.515625 Penalty: 3728.959717
	Iteration 14F: 3 clusters Score -181627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Entering Unmasked Estep 
Score: -827700.625000 Penalty: 2227.706299
	Iteration 0F: 2 clusters Score -827700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -821303.250000 Penalty: 4455.412598
	Iteration 0F: 3 clusters Score -821303.2 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -823041.687500 Penalty: 4455.412598
	Iteration 1F: 3 clusters Score -823041.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -823286.312500 Penalty: 4455.412598
	Iteration 2F: 3 clusters Score -823286.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -823443.875000 Penalty: 4455.412598
	Iteration 3Q: 3 clusters Score -823443.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -823552.500000 Penalty: 4455.412598
	Iteration 4Q: 3 clusters Score -823552.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -823661.375000 Penalty: 4455.412598
	Iteration 5Q: 3 clusters Score -823661.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -823738.437500 Penalty: 4455.412598
	Iteration 6Q: 3 clusters Score -823738.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -823816.562500 Penalty: 4455.412598
	Iteration 7Q: 3 clusters Score -823816.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -823895.437500 Penalty: 4455.412598
	Iteration 8Q: 3 clusters Score -823895.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -823972.937500 Penalty: 4455.412598
	Iteration 9Q: 3 clusters Score -823972.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -824052.187500 Penalty: 4455.412598
	Iteration 10Q: 3 clusters Score -824052.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -824141.312500 Penalty: 4455.412598
	Iteration 11Q: 3 clusters Score -824141.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -824275.125000 Penalty: 4455.412598
	Iteration 12Q: 3 clusters Score -824275.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -824379.125000 Penalty: 4455.412598
	Iteration 13Q: 3 clusters Score -824379.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -824477.687500 Penalty: 4455.412598
	Iteration 14Q: 3 clusters Score -824477.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -824569.312500 Penalty: 4455.412598
	Iteration 15Q: 3 clusters Score -824569.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -824652.812500 Penalty: 4455.412598
	Iteration 16Q: 3 clusters Score -824652.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -824721.500000 Penalty: 4455.412598
	Iteration 17Q: 3 clusters Score -824721.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -824792.062500 Penalty: 4455.412598
	Iteration 18Q: 3 clusters Score -824792.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -824867.625000 Penalty: 4455.412598
	Iteration 19Q: 3 clusters Score -824867.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -824953.000000 Penalty: 4455.412598
	Iteration 20F: 3 clusters Score -824953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -825050.875000 Penalty: 4455.412598
	Iteration 21Q: 3 clusters Score -825050.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -825156.937500 Penalty: 4455.412598
	Iteration 22Q: 3 clusters Score -825156.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -825246.437500 Penalty: 4455.412598
	Iteration 23Q: 3 clusters Score -825246.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -825317.125000 Penalty: 4455.412598
	Iteration 24Q: 3 clusters Score -825317.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -825369.187500 Penalty: 4455.412598
	Iteration 25Q: 3 clusters Score -825369.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -825407.750000 Penalty: 4455.412598
	Iteration 26Q: 3 clusters Score -825407.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -825452.437500 Penalty: 4455.412598
	Iteration 27Q: 3 clusters Score -825452.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -825508.812500 Penalty: 4455.412598
	Iteration 28Q: 3 clusters Score -825508.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -825547.437500 Penalty: 4455.412598
	Iteration 29Q: 3 clusters Score -825547.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -825578.312500 Penalty: 4455.412598
	Iteration 30Q: 3 clusters Score -825578.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -825612.250000 Penalty: 4455.412598
	Iteration 31Q: 3 clusters Score -825612.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -825631.375000 Penalty: 4455.412598
	Iteration 32Q: 3 clusters Score -825631.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -825652.500000 Penalty: 4455.412598
	Iteration 33Q: 3 clusters Score -825652.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -825666.500000 Penalty: 4455.412598
	Iteration 34Q: 3 clusters Score -825666.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -825676.687500 Penalty: 4455.412598
	Iteration 35Q: 3 clusters Score -825676.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -825688.437500 Penalty: 4455.412598
	Iteration 36Q: 3 clusters Score -825688.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -825700.625000 Penalty: 4455.412598
	Iteration 37Q: 3 clusters Score -825700.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -825713.125000 Penalty: 4455.412598
	Iteration 38Q: 3 clusters Score -825713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -825727.187500 Penalty: 4455.412598
	Iteration 39Q: 3 clusters Score -825727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -825734.562500 Penalty: 4455.412598
	Iteration 40F: 3 clusters Score -825734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -825739.812500 Penalty: 4455.412598
	Iteration 41Q: 3 clusters Score -825739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -825746.875000 Penalty: 4455.412598
	Iteration 42Q: 3 clusters Score -825746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -825751.250000 Penalty: 4455.412598
	Iteration 43Q: 3 clusters Score -825751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -825752.375000 Penalty: 4455.412598
	Iteration 44Q: 3 clusters Score -825752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -825753.375000 Penalty: 4455.412598
	Iteration 45Q: 3 clusters Score -825753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -825753.375000 Penalty: 4455.412598
	Iteration 46F: 3 clusters Score -825753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -727223.375000 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -727223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -721071.062500 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -721071.1 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -722854.125000 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -722854.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -723211.625000 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -723211.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -723492.437500 Penalty: 4432.990723
	Iteration 3F: 3 clusters Score -723492.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -723760.687500 Penalty: 4432.990723
	Iteration 4F: 3 clusters Score -723760.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -724032.125000 Penalty: 4432.990723
	Iteration 5F: 3 clusters Score -724032.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -724304.687500 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -724304.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -724543.875000 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -724543.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -724760.687500 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -724760.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -724974.875000 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -724974.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -725150.062500 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -725150.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -725336.937500 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -725336.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -725511.625000 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -725511.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -725648.562500 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -725648.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -725765.812500 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -725765.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -725845.125000 Penalty: 4432.990723
	Iteration 15Q: 3 clusters Score -725845.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -725898.437500 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -725898.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -725948.500000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -725948.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -725990.625000 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -725990.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -726026.750000 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -726026.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -726047.437500 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -726047.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -726069.312500 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -726069.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -726086.500000 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -726086.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -726090.312500 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -726090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -726095.000000 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -726095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -726100.750000 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -726100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -726104.437500 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -726104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -726107.437500 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -726107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -726109.625000 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -726109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -726117.062500 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -726117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -726123.125000 Penalty: 4432.990723
	Iteration 30Q: 3 clusters Score -726123.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -726124.625000 Penalty: 4432.990723
	Iteration 31Q: 3 clusters Score -726124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -726128.062500 Penalty: 4432.990723
	Iteration 32Q: 3 clusters Score -726128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -726127.562500 Penalty: 4432.990723
	Iteration 33Q: 3 clusters Score -726127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -726127.937500 Penalty: 4432.990723
	Iteration 34Q: 3 clusters Score -726127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -726127.937500 Penalty: 4432.990723
	Iteration 35F: 3 clusters Score -726127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Entering Unmasked Estep 
Score: -1509014.375000 Penalty: 2384.686768
	Iteration 0F: 2 clusters Score -1509014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1498162.750000 Penalty: 4769.373535
	Iteration 0F: 3 clusters Score -1498163 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1501554.625000 Penalty: 4769.373535
	Iteration 1F: 3 clusters Score -1501555 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1501964.375000 Penalty: 4769.373535
	Iteration 2F: 3 clusters Score -1501964 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1502324.875000 Penalty: 4769.373535
	Iteration 3F: 3 clusters Score -1502325 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1502684.250000 Penalty: 4769.373535
	Iteration 4Q: 3 clusters Score -1502684 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1503028.875000 Penalty: 4769.373535
	Iteration 5Q: 3 clusters Score -1503029 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1503411.250000 Penalty: 4769.373535
	Iteration 6Q: 3 clusters Score -1503411 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1503823.875000 Penalty: 4769.373535
	Iteration 7Q: 3 clusters Score -1503824 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1504280.000000 Penalty: 4769.373535
	Iteration 8Q: 3 clusters Score -1504280 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1504759.875000 Penalty: 4769.373535
	Iteration 9Q: 3 clusters Score -1504760 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1505182.125000 Penalty: 4769.373535
	Iteration 10Q: 3 clusters Score -1505182 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1505604.750000 Penalty: 4769.373535
	Iteration 11Q: 3 clusters Score -1505605 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1506011.000000 Penalty: 4769.373535
	Iteration 12Q: 3 clusters Score -1506011 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1506386.875000 Penalty: 4769.373535
	Iteration 13Q: 3 clusters Score -1506387 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1506688.875000 Penalty: 4769.373535
	Iteration 14Q: 3 clusters Score -1506689 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1506893.625000 Penalty: 4769.373535
	Iteration 15Q: 3 clusters Score -1506894 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1507022.375000 Penalty: 4769.373535
	Iteration 16Q: 3 clusters Score -1507022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1507087.625000 Penalty: 4769.373535
	Iteration 17Q: 3 clusters Score -1507088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1507126.750000 Penalty: 4769.373535
	Iteration 18Q: 3 clusters Score -1507127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1507156.250000 Penalty: 4769.373535
	Iteration 19Q: 3 clusters Score -1507156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1507171.125000 Penalty: 4769.373535
	Iteration 20F: 3 clusters Score -1507171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1507187.000000 Penalty: 4769.373535
	Iteration 21Q: 3 clusters Score -1507187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1507196.000000 Penalty: 4769.373535
	Iteration 22Q: 3 clusters Score -1507196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1507202.500000 Penalty: 4769.373535
	Iteration 23Q: 3 clusters Score -1507202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1507208.625000 Penalty: 4769.373535
	Iteration 24Q: 3 clusters Score -1507209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1507214.625000 Penalty: 4769.373535
	Iteration 25Q: 3 clusters Score -1507215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1507224.250000 Penalty: 4769.373535
	Iteration 26Q: 3 clusters Score -1507224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1507228.000000 Penalty: 4769.373535
	Iteration 27Q: 3 clusters Score -1507228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1507229.750000 Penalty: 4769.373535
	Iteration 28Q: 3 clusters Score -1507230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1507234.125000 Penalty: 4769.373535
	Iteration 29Q: 3 clusters Score -1507234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1507237.125000 Penalty: 4769.373535
	Iteration 30Q: 3 clusters Score -1507237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1507237.750000 Penalty: 4769.373535
	Iteration 31Q: 3 clusters Score -1507238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1507240.625000 Penalty: 4769.373535
	Iteration 32Q: 3 clusters Score -1507241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1507243.750000 Penalty: 4769.373535
	Iteration 33Q: 3 clusters Score -1507244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1507245.000000 Penalty: 4769.373535
	Iteration 34Q: 3 clusters Score -1507245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1507245.625000 Penalty: 4769.373535
	Iteration 35Q: 3 clusters Score -1507246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1507246.750000 Penalty: 4769.373535
	Iteration 36Q: 3 clusters Score -1507247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1507247.500000 Penalty: 4769.373535
	Iteration 37Q: 3 clusters Score -1507248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1507250.750000 Penalty: 4769.373535
	Iteration 38Q: 3 clusters Score -1507251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1507255.875000 Penalty: 4769.373535
	Iteration 39Q: 3 clusters Score -1507256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1507259.625000 Penalty: 4769.373535
	Iteration 40F: 3 clusters Score -1507260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1507260.875000 Penalty: 4769.373535
	Iteration 41Q: 3 clusters Score -1507261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1507264.500000 Penalty: 4769.373535
	Iteration 42Q: 3 clusters Score -1507264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1507267.000000 Penalty: 4769.373535
	Iteration 43Q: 3 clusters Score -1507267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1507266.500000 Penalty: 4769.373535
	Iteration 44Q: 3 clusters Score -1507266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1507266.500000 Penalty: 4769.373535
	Iteration 45F: 3 clusters Score -1507266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -312189.312500 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -312189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -308456.031250 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -308456 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -309525.593750 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -309525.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -309973.312500 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -309973.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -310275.531250 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -310275.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -310566.125000 Penalty: 4084.870117
	Iteration 4F: 3 clusters Score -310566.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -310774.718750 Penalty: 4084.870117
	Iteration 5F: 3 clusters Score -310774.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -310946.281250 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -310946.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -311163.406250 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -311163.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -311436.968750 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -311437 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -311627.031250 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -311627 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -311745.656250 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -311745.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -311827.937500 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -311827.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -311889.750000 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -311889.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -311925.625000 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -311925.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -311956.500000 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -311956.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -311981.281250 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -311981.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -312002.937500 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -312002.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -312025.031250 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -312025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -312044.156250 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -312044.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -312060.562500 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -312060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -312079.500000 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -312079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -312105.093750 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -312105.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -312138.281250 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -312138.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -312159.437500 Penalty: 4084.870117
	Iteration 23Q: 3 clusters Score -312159.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -312169.250000 Penalty: 4084.870117
	Iteration 24Q: 3 clusters Score -312169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -312174.718750 Penalty: 4084.870117
	Iteration 25Q: 3 clusters Score -312174.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -312183.843750 Penalty: 4084.870117
	Iteration 26Q: 3 clusters Score -312183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -312190.125000 Penalty: 4084.870117
	Iteration 27Q: 3 clusters Score -312190.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -312197.218750 Penalty: 4084.870117
	Iteration 28Q: 3 clusters Score -312197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -312200.843750 Penalty: 4084.870117
	Iteration 29Q: 3 clusters Score -312200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -312201.750000 Penalty: 4084.870117
	Iteration 30Q: 3 clusters Score -312201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -312202.968750 Penalty: 4084.870117
	Iteration 31Q: 3 clusters Score -312203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -312204.593750 Penalty: 4084.870117
	Iteration 32Q: 3 clusters Score -312204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -312207.468750 Penalty: 4084.870117
	Iteration 33Q: 3 clusters Score -312207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -312213.406250 Penalty: 4084.870117
	Iteration 34Q: 3 clusters Score -312213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -312218.281250 Penalty: 4084.870117
	Iteration 35Q: 3 clusters Score -312218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -312221.156250 Penalty: 4084.870117
	Iteration 36Q: 3 clusters Score -312221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -312223.062500 Penalty: 4084.870117
	Iteration 37Q: 3 clusters Score -312223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -312226.406250 Penalty: 4084.870117
	Iteration 38Q: 3 clusters Score -312226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -312230.000000 Penalty: 4084.870117
	Iteration 39Q: 3 clusters Score -312230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -312231.593750 Penalty: 4084.870117
	Iteration 40F: 3 clusters Score -312231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -312235.781250 Penalty: 4084.870117
	Iteration 41Q: 3 clusters Score -312235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -312243.031250 Penalty: 4084.870117
	Iteration 42Q: 3 clusters Score -312243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -312245.125000 Penalty: 4084.870117
	Iteration 43Q: 3 clusters Score -312245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -312246.781250 Penalty: 4084.870117
	Iteration 44Q: 3 clusters Score -312246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -312248.718750 Penalty: 4084.870117
	Iteration 45Q: 3 clusters Score -312248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -312249.875000 Penalty: 4084.870117
	Iteration 46Q: 3 clusters Score -312249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -312250.375000 Penalty: 4084.870117
	Iteration 47Q: 3 clusters Score -312250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -312251.281250 Penalty: 4084.870117
	Iteration 48Q: 3 clusters Score -312251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -312253.500000 Penalty: 4084.870117
	Iteration 49Q: 3 clusters Score -312253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -312258.343750 Penalty: 4084.870117
	Iteration 50Q: 3 clusters Score -312258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -312265.843750 Penalty: 4084.870117
	Iteration 51Q: 3 clusters Score -312265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -312270.781250 Penalty: 4084.870117
	Iteration 52Q: 3 clusters Score -312270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -312273.156250 Penalty: 4084.870117
	Iteration 53Q: 3 clusters Score -312273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -312274.906250 Penalty: 4084.870117
	Iteration 54Q: 3 clusters Score -312274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -312276.812500 Penalty: 4084.870117
	Iteration 55Q: 3 clusters Score -312276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -312278.250000 Penalty: 4084.870117
	Iteration 56Q: 3 clusters Score -312278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -312278.625000 Penalty: 4084.870117
	Iteration 57Q: 3 clusters Score -312278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -312278.843750 Penalty: 4084.870117
	Iteration 58Q: 3 clusters Score -312278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -312278.843750 Penalty: 4084.870117
	Iteration 59F: 3 clusters Score -312278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Mstep: Class 63 contains 15546 members 
Mstep: Class 64 contains 2511 members 
Entering Unmasked Estep 
Score: -96218184.000000 Penalty: 219213.828125
Splitting cluster 25 changes total score from -96217856.000000 to -96218184.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 26 (43052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Entering Unmasked Estep 
Score: -4398514.000000 Penalty: 2646.200684
	Iteration 0F: 2 clusters Score -4398514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4369558.500000 Penalty: 5292.401367
	Iteration 0F: 3 clusters Score -4369558 nChanged 19737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4380815.000000 Penalty: 5292.401367
	Iteration 1F: 3 clusters Score -4380815 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4381725.500000 Penalty: 5292.401367
	Iteration 2F: 3 clusters Score -4381726 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4382868.000000 Penalty: 5292.401367
	Iteration 3F: 3 clusters Score -4382868 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4384240.000000 Penalty: 5292.401367
	Iteration 4F: 3 clusters Score -4384240 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4385750.500000 Penalty: 5292.401367
	Iteration 5F: 3 clusters Score -4385750 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4387231.500000 Penalty: 5292.401367
	Iteration 6F: 3 clusters Score -4387232 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4388383.500000 Penalty: 5292.401367
	Iteration 7F: 3 clusters Score -4388384 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4389336.500000 Penalty: 5292.401367
	Iteration 8Q: 3 clusters Score -4389336 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4390178.000000 Penalty: 5292.401367
	Iteration 9Q: 3 clusters Score -4390178 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -4390966.000000 Penalty: 5292.401367
	Iteration 10Q: 3 clusters Score -4390966 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4391718.500000 Penalty: 5292.401367
	Iteration 11Q: 3 clusters Score -4391718 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4392300.500000 Penalty: 5292.401367
	Iteration 12Q: 3 clusters Score -4392300 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4392884.000000 Penalty: 5292.401367
	Iteration 13Q: 3 clusters Score -4392884 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4393333.500000 Penalty: 5292.401367
	Iteration 14Q: 3 clusters Score -4393334 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4393671.000000 Penalty: 5292.401367
	Iteration 15Q: 3 clusters Score -4393671 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4393992.000000 Penalty: 5292.401367
	Iteration 16Q: 3 clusters Score -4393992 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4394275.000000 Penalty: 5292.401367
	Iteration 17Q: 3 clusters Score -4394275 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4394541.500000 Penalty: 5292.401367
	Iteration 18Q: 3 clusters Score -4394542 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -4394781.500000 Penalty: 5292.401367
	Iteration 19Q: 3 clusters Score -4394782 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4394989.500000 Penalty: 5292.401367
	Iteration 20F: 3 clusters Score -4394990 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4395165.000000 Penalty: 5292.401367
	Iteration 21Q: 3 clusters Score -4395165 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4395371.000000 Penalty: 5292.401367
	Iteration 22Q: 3 clusters Score -4395371 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4395510.000000 Penalty: 5292.401367
	Iteration 23Q: 3 clusters Score -4395510 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4395628.000000 Penalty: 5292.401367
	Iteration 24Q: 3 clusters Score -4395628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4395715.500000 Penalty: 5292.401367
	Iteration 25Q: 3 clusters Score -4395716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4395794.000000 Penalty: 5292.401367
	Iteration 26Q: 3 clusters Score -4395794 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4395845.500000 Penalty: 5292.401367
	Iteration 27Q: 3 clusters Score -4395846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4395919.000000 Penalty: 5292.401367
	Iteration 28Q: 3 clusters Score -4395919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4395960.500000 Penalty: 5292.401367
	Iteration 29Q: 3 clusters Score -4395960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4396007.000000 Penalty: 5292.401367
	Iteration 30Q: 3 clusters Score -4396007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4396048.500000 Penalty: 5292.401367
	Iteration 31Q: 3 clusters Score -4396048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4396069.000000 Penalty: 5292.401367
	Iteration 32Q: 3 clusters Score -4396069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4396100.000000 Penalty: 5292.401367
	Iteration 33Q: 3 clusters Score -4396100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4396115.500000 Penalty: 5292.401367
	Iteration 34Q: 3 clusters Score -4396116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4396138.000000 Penalty: 5292.401367
	Iteration 35Q: 3 clusters Score -4396138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4396149.000000 Penalty: 5292.401367
	Iteration 36Q: 3 clusters Score -4396149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4396165.000000 Penalty: 5292.401367
	Iteration 37Q: 3 clusters Score -4396165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4396186.000000 Penalty: 5292.401367
	Iteration 38Q: 3 clusters Score -4396186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4396188.500000 Penalty: 5292.401367
	Iteration 39Q: 3 clusters Score -4396188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4396201.500000 Penalty: 5292.401367
	Iteration 40F: 3 clusters Score -4396202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4396202.500000 Penalty: 5292.401367
	Iteration 41Q: 3 clusters Score -4396202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4396225.500000 Penalty: 5292.401367
	Iteration 42Q: 3 clusters Score -4396226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4396227.500000 Penalty: 5292.401367
	Iteration 43Q: 3 clusters Score -4396228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4396239.500000 Penalty: 5292.401367
	Iteration 44Q: 3 clusters Score -4396240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4396250.500000 Penalty: 5292.401367
	Iteration 45Q: 3 clusters Score -4396250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4396256.500000 Penalty: 5292.401367
	Iteration 46Q: 3 clusters Score -4396256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4396263.500000 Penalty: 5292.401367
	Iteration 47Q: 3 clusters Score -4396264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4396266.000000 Penalty: 5292.401367
	Iteration 48Q: 3 clusters Score -4396266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4396267.000000 Penalty: 5292.401367
	Iteration 49Q: 3 clusters Score -4396267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4396273.000000 Penalty: 5292.401367
	Iteration 50Q: 3 clusters Score -4396273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4396285.500000 Penalty: 5292.401367
	Iteration 51Q: 3 clusters Score -4396286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4396289.000000 Penalty: 5292.401367
	Iteration 52Q: 3 clusters Score -4396289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4396284.000000 Penalty: 5292.401367
	Iteration 53Q: 3 clusters Score -4396284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4396283.000000 Penalty: 5292.401367
	Iteration 54Q: 3 clusters Score -4396283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4396286.000000 Penalty: 5292.401367
	Iteration 55Q: 3 clusters Score -4396286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4396286.000000 Penalty: 5292.401367
	Iteration 56Q: 3 clusters Score -4396286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4396286.000000 Penalty: 5292.401367
	Iteration 57Q: 3 clusters Score -4396286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4396291.000000 Penalty: 5292.401367
	Iteration 58Q: 3 clusters Score -4396291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4396298.500000 Penalty: 5292.401367
	Iteration 59Q: 3 clusters Score -4396298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4396298.500000 Penalty: 5292.401367
	Iteration 60F: 3 clusters Score -4396298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4396308.000000 Penalty: 5292.401367
	Iteration 61Q: 3 clusters Score -4396308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4396308.000000 Penalty: 5292.401367
	Iteration 62Q: 3 clusters Score -4396308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4396309.000000 Penalty: 5292.401367
	Iteration 63Q: 3 clusters Score -4396309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4396311.500000 Penalty: 5292.401367
	Iteration 64Q: 3 clusters Score -4396312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4396309.000000 Penalty: 5292.401367
	Iteration 65Q: 3 clusters Score -4396309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4396307.500000 Penalty: 5292.401367
	Iteration 66Q: 3 clusters Score -4396308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4396307.500000 Penalty: 5292.401367
	Iteration 67F: 3 clusters Score -4396308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -488563.218750 Penalty: 2115.418213
	Iteration 0F: 2 clusters Score -488563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -483975.687500 Penalty: 4230.836426
	Iteration 0F: 3 clusters Score -483975.7 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -485311.875000 Penalty: 4230.836426
	Iteration 1F: 3 clusters Score -485311.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -485779.250000 Penalty: 4230.836426
	Iteration 2F: 3 clusters Score -485779.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -486219.937500 Penalty: 4230.836426
	Iteration 3F: 3 clusters Score -486219.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -486582.343750 Penalty: 4230.836426
	Iteration 4F: 3 clusters Score -486582.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -486946.531250 Penalty: 4230.836426
	Iteration 5F: 3 clusters Score -486946.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -487341.312500 Penalty: 4230.836426
	Iteration 6F: 3 clusters Score -487341.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -487656.718750 Penalty: 4230.836426
	Iteration 7F: 3 clusters Score -487656.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -487883.625000 Penalty: 4230.836426
	Iteration 8Q: 3 clusters Score -487883.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -488043.500000 Penalty: 4230.836426
	Iteration 9Q: 3 clusters Score -488043.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -488105.812500 Penalty: 4230.836426
	Iteration 10Q: 3 clusters Score -488105.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -488143.093750 Penalty: 4230.836426
	Iteration 11Q: 3 clusters Score -488143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -488167.656250 Penalty: 4230.836426
	Iteration 12Q: 3 clusters Score -488167.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -488180.781250 Penalty: 4230.836426
	Iteration 13Q: 3 clusters Score -488180.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -488188.625000 Penalty: 4230.836426
	Iteration 14Q: 3 clusters Score -488188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -488194.343750 Penalty: 4230.836426
	Iteration 15Q: 3 clusters Score -488194.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -488196.500000 Penalty: 4230.836426
	Iteration 16Q: 3 clusters Score -488196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -488198.937500 Penalty: 4230.836426
	Iteration 17Q: 3 clusters Score -488198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -488199.500000 Penalty: 4230.836426
	Iteration 18Q: 3 clusters Score -488199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -488200.312500 Penalty: 4230.836426
	Iteration 19Q: 3 clusters Score -488200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -488200.312500 Penalty: 4230.836426
	Iteration 20F: 3 clusters Score -488200.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Entering Unmasked Estep 
Score: -3625217.500000 Penalty: 2594.175537
	Iteration 0F: 2 clusters Score -3625218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3601601.750000 Penalty: 5188.351074
	Iteration 0F: 3 clusters Score -3601602 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3609986.250000 Penalty: 5188.351074
	Iteration 1F: 3 clusters Score -3609986 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3610508.750000 Penalty: 5188.351074
	Iteration 2Q: 3 clusters Score -3610509 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3611048.000000 Penalty: 5188.351074
	Iteration 3Q: 3 clusters Score -3611048 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3611761.500000 Penalty: 5188.351074
	Iteration 4Q: 3 clusters Score -3611762 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3612848.000000 Penalty: 5188.351074
	Iteration 5F: 3 clusters Score -3612848 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3614407.000000 Penalty: 5188.351074
	Iteration 6F: 3 clusters Score -3614407 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3616091.250000 Penalty: 5188.351074
	Iteration 7F: 3 clusters Score -3616091 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3617416.500000 Penalty: 5188.351074
	Iteration 8F: 3 clusters Score -3617416 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3618394.250000 Penalty: 5188.351074
	Iteration 9F: 3 clusters Score -3618394 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3619077.500000 Penalty: 5188.351074
	Iteration 10Q: 3 clusters Score -3619078 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3619656.750000 Penalty: 5188.351074
	Iteration 11Q: 3 clusters Score -3619657 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3620281.000000 Penalty: 5188.351074
	Iteration 12Q: 3 clusters Score -3620281 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3620952.250000 Penalty: 5188.351074
	Iteration 13Q: 3 clusters Score -3620952 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3621744.000000 Penalty: 5188.351074
	Iteration 14Q: 3 clusters Score -3621744 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3622491.750000 Penalty: 5188.351074
	Iteration 15Q: 3 clusters Score -3622492 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3623112.000000 Penalty: 5188.351074
	Iteration 16Q: 3 clusters Score -3623112 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3623603.500000 Penalty: 5188.351074
	Iteration 17Q: 3 clusters Score -3623604 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3623958.500000 Penalty: 5188.351074
	Iteration 18Q: 3 clusters Score -3623958 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3624182.250000 Penalty: 5188.351074
	Iteration 19Q: 3 clusters Score -3624182 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3624366.250000 Penalty: 5188.351074
	Iteration 20F: 3 clusters Score -3624366 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3624512.750000 Penalty: 5188.351074
	Iteration 21Q: 3 clusters Score -3624513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3624600.750000 Penalty: 5188.351074
	Iteration 22Q: 3 clusters Score -3624601 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3624657.250000 Penalty: 5188.351074
	Iteration 23Q: 3 clusters Score -3624657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3624691.250000 Penalty: 5188.351074
	Iteration 24Q: 3 clusters Score -3624691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3624707.000000 Penalty: 5188.351074
	Iteration 25Q: 3 clusters Score -3624707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -3624731.750000 Penalty: 5188.351074
	Iteration 26Q: 3 clusters Score -3624732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3624745.250000 Penalty: 5188.351074
	Iteration 27Q: 3 clusters Score -3624745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3624761.500000 Penalty: 5188.351074
	Iteration 28Q: 3 clusters Score -3624762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3624762.000000 Penalty: 5188.351074
	Iteration 29Q: 3 clusters Score -3624762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3624775.750000 Penalty: 5188.351074
	Iteration 30Q: 3 clusters Score -3624776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3624778.500000 Penalty: 5188.351074
	Iteration 31Q: 3 clusters Score -3624778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3624773.000000 Penalty: 5188.351074
	Iteration 32Q: 3 clusters Score -3624773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3624780.500000 Penalty: 5188.351074
	Iteration 33Q: 3 clusters Score -3624780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3624783.250000 Penalty: 5188.351074
	Iteration 34Q: 3 clusters Score -3624783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3624783.750000 Penalty: 5188.351074
	Iteration 35Q: 3 clusters Score -3624784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3624791.500000 Penalty: 5188.351074
	Iteration 36Q: 3 clusters Score -3624792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3624791.500000 Penalty: 5188.351074
	Iteration 37Q: 3 clusters Score -3624792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3624784.750000 Penalty: 5188.351074
	Iteration 38Q: 3 clusters Score -3624785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3624786.250000 Penalty: 5188.351074
	Iteration 39Q: 3 clusters Score -3624786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3624789.500000 Penalty: 5188.351074
	Iteration 40F: 3 clusters Score -3624790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3624794.250000 Penalty: 5188.351074
	Iteration 41Q: 3 clusters Score -3624794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3624795.000000 Penalty: 5188.351074
	Iteration 42Q: 3 clusters Score -3624795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -3624794.000000 Penalty: 5188.351074
	Iteration 43Q: 3 clusters Score -3624794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3624791.750000 Penalty: 5188.351074
	Iteration 44Q: 3 clusters Score -3624792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3624791.750000 Penalty: 5188.351074
	Iteration 45F: 3 clusters Score -3624792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Entering Unmasked Estep 
Score: -2641416.750000 Penalty: 2516.665283
	Iteration 0F: 2 clusters Score -2641417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2623795.750000 Penalty: 5033.330566
	Iteration 0F: 3 clusters Score -2623796 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2629924.750000 Penalty: 5033.330566
	Iteration 1F: 3 clusters Score -2629925 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2630446.000000 Penalty: 5033.330566
	Iteration 2F: 3 clusters Score -2630446 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2630987.750000 Penalty: 5033.330566
	Iteration 3Q: 3 clusters Score -2630988 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2631528.250000 Penalty: 5033.330566
	Iteration 4Q: 3 clusters Score -2631528 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2632114.250000 Penalty: 5033.330566
	Iteration 5Q: 3 clusters Score -2632114 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2632814.000000 Penalty: 5033.330566
	Iteration 6Q: 3 clusters Score -2632814 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2633646.500000 Penalty: 5033.330566
	Iteration 7F: 3 clusters Score -2633646 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2634599.500000 Penalty: 5033.330566
	Iteration 8F: 3 clusters Score -2634600 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2635690.000000 Penalty: 5033.330566
	Iteration 9F: 3 clusters Score -2635690 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2636845.500000 Penalty: 5033.330566
	Iteration 10F: 3 clusters Score -2636846 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2637986.500000 Penalty: 5033.330566
	Iteration 11Q: 3 clusters Score -2637986 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2639052.000000 Penalty: 5033.330566
	Iteration 12Q: 3 clusters Score -2639052 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2639755.000000 Penalty: 5033.330566
	Iteration 13Q: 3 clusters Score -2639755 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2640139.250000 Penalty: 5033.330566
	Iteration 14Q: 3 clusters Score -2640139 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2640345.000000 Penalty: 5033.330566
	Iteration 15Q: 3 clusters Score -2640345 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2640475.750000 Penalty: 5033.330566
	Iteration 16Q: 3 clusters Score -2640476 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2640545.000000 Penalty: 5033.330566
	Iteration 17Q: 3 clusters Score -2640545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2640578.750000 Penalty: 5033.330566
	Iteration 18Q: 3 clusters Score -2640579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2640582.750000 Penalty: 5033.330566
	Iteration 19Q: 3 clusters Score -2640583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2640598.500000 Penalty: 5033.330566
	Iteration 20F: 3 clusters Score -2640598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2640599.750000 Penalty: 5033.330566
	Iteration 21Q: 3 clusters Score -2640600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2640608.500000 Penalty: 5033.330566
	Iteration 22Q: 3 clusters Score -2640608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2640615.500000 Penalty: 5033.330566
	Iteration 23Q: 3 clusters Score -2640616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2640617.000000 Penalty: 5033.330566
	Iteration 24Q: 3 clusters Score -2640617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2640621.000000 Penalty: 5033.330566
	Iteration 25Q: 3 clusters Score -2640621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2640619.750000 Penalty: 5033.330566
	Iteration 26Q: 3 clusters Score -2640620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2640621.500000 Penalty: 5033.330566
	Iteration 27Q: 3 clusters Score -2640622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2640622.250000 Penalty: 5033.330566
	Iteration 28Q: 3 clusters Score -2640622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2640615.000000 Penalty: 5033.330566
	Iteration 29Q: 3 clusters Score -2640615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2640616.000000 Penalty: 5033.330566
	Iteration 30Q: 3 clusters Score -2640616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2640616.250000 Penalty: 5033.330566
	Iteration 31Q: 3 clusters Score -2640616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2640618.000000 Penalty: 5033.330566
	Iteration 32Q: 3 clusters Score -2640618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2640618.000000 Penalty: 5033.330566
	Iteration 33F: 3 clusters Score -2640618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -371113.000000 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -371113 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 1969 members 
Entering Unmasked Estep 
Score: -367369.937500 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -367369.9 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -368296.468750 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -368296.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -368579.093750 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -368579.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -368820.968750 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -368821 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -369087.343750 Penalty: 4101.672363
	Iteration 4F: 3 clusters Score -369087.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -369328.750000 Penalty: 4101.672363
	Iteration 5F: 3 clusters Score -369328.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -369490.187500 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -369490.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369634.406250 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -369634.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -369773.125000 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -369773.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -369910.437500 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -369910.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -370061.062500 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -370061.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -370239.750000 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -370239.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -370455.531250 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -370455.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -370670.406250 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -370670.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -370935.187500 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -370935.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -371164.406250 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -371164.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -371329.937500 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -371329.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -371403.125000 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -371403.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -371424.062500 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -371424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -371426.718750 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -371426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -371427.000000 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -371427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Mstep: Class 63 contains 15546 members 
Mstep: Class 64 contains 2511 members 
Mstep: Class 65 contains 2084 members 
Entering Unmasked Estep 
Score: -96217136.000000 Penalty: 222639.031250
Splitting cluster 30 changes total score from -96217856.000000 to -96217136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Entering Unmasked Estep 
Score: -1417131.750000 Penalty: 2371.650635
	Iteration 0F: 2 clusters Score -1417132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1406845.125000 Penalty: 4743.301270
	Iteration 0F: 3 clusters Score -1406845 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1410922.250000 Penalty: 4743.301270
	Iteration 1F: 3 clusters Score -1410922 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1411703.375000 Penalty: 4743.301270
	Iteration 2F: 3 clusters Score -1411703 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1412400.500000 Penalty: 4743.301270
	Iteration 3F: 3 clusters Score -1412400 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1413112.625000 Penalty: 4743.301270
	Iteration 4F: 3 clusters Score -1413113 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1413712.375000 Penalty: 4743.301270
	Iteration 5F: 3 clusters Score -1413712 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1414079.000000 Penalty: 4743.301270
	Iteration 6Q: 3 clusters Score -1414079 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1414298.750000 Penalty: 4743.301270
	Iteration 7Q: 3 clusters Score -1414299 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1414434.500000 Penalty: 4743.301270
	Iteration 8Q: 3 clusters Score -1414434 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1414503.375000 Penalty: 4743.301270
	Iteration 9Q: 3 clusters Score -1414503 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1414544.250000 Penalty: 4743.301270
	Iteration 10Q: 3 clusters Score -1414544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1414565.375000 Penalty: 4743.301270
	Iteration 11Q: 3 clusters Score -1414565 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1414583.625000 Penalty: 4743.301270
	Iteration 12Q: 3 clusters Score -1414584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1414592.250000 Penalty: 4743.301270
	Iteration 13Q: 3 clusters Score -1414592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1414612.125000 Penalty: 4743.301270
	Iteration 14Q: 3 clusters Score -1414612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1414618.625000 Penalty: 4743.301270
	Iteration 15Q: 3 clusters Score -1414619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1414638.875000 Penalty: 4743.301270
	Iteration 16Q: 3 clusters Score -1414639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1414650.250000 Penalty: 4743.301270
	Iteration 17Q: 3 clusters Score -1414650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1414651.250000 Penalty: 4743.301270
	Iteration 18Q: 3 clusters Score -1414651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1414657.750000 Penalty: 4743.301270
	Iteration 19Q: 3 clusters Score -1414658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1414664.125000 Penalty: 4743.301270
	Iteration 20F: 3 clusters Score -1414664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1414665.625000 Penalty: 4743.301270
	Iteration 21Q: 3 clusters Score -1414666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1414669.500000 Penalty: 4743.301270
	Iteration 22Q: 3 clusters Score -1414670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1414674.125000 Penalty: 4743.301270
	Iteration 23Q: 3 clusters Score -1414674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1414682.500000 Penalty: 4743.301270
	Iteration 24Q: 3 clusters Score -1414682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1414683.875000 Penalty: 4743.301270
	Iteration 25Q: 3 clusters Score -1414684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1414687.125000 Penalty: 4743.301270
	Iteration 26Q: 3 clusters Score -1414687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1414694.875000 Penalty: 4743.301270
	Iteration 27Q: 3 clusters Score -1414695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1414699.000000 Penalty: 4743.301270
	Iteration 28Q: 3 clusters Score -1414699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1414700.500000 Penalty: 4743.301270
	Iteration 29Q: 3 clusters Score -1414700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1414705.250000 Penalty: 4743.301270
	Iteration 30Q: 3 clusters Score -1414705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1414706.000000 Penalty: 4743.301270
	Iteration 31Q: 3 clusters Score -1414706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1414709.750000 Penalty: 4743.301270
	Iteration 32Q: 3 clusters Score -1414710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1414711.750000 Penalty: 4743.301270
	Iteration 33Q: 3 clusters Score -1414712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1414712.500000 Penalty: 4743.301270
	Iteration 34Q: 3 clusters Score -1414712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1414718.375000 Penalty: 4743.301270
	Iteration 35Q: 3 clusters Score -1414718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1414730.250000 Penalty: 4743.301270
	Iteration 36Q: 3 clusters Score -1414730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1414729.750000 Penalty: 4743.301270
	Iteration 37Q: 3 clusters Score -1414730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1414729.625000 Penalty: 4743.301270
	Iteration 38Q: 3 clusters Score -1414730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1414735.500000 Penalty: 4743.301270
	Iteration 39Q: 3 clusters Score -1414736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1414733.000000 Penalty: 4743.301270
	Iteration 40F: 3 clusters Score -1414733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1414737.250000 Penalty: 4743.301270
	Iteration 41Q: 3 clusters Score -1414737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1414740.250000 Penalty: 4743.301270
	Iteration 42Q: 3 clusters Score -1414740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1414746.875000 Penalty: 4743.301270
	Iteration 43Q: 3 clusters Score -1414747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1414743.750000 Penalty: 4743.301270
	Iteration 44Q: 3 clusters Score -1414744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1414741.125000 Penalty: 4743.301270
	Iteration 45Q: 3 clusters Score -1414741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1414744.875000 Penalty: 4743.301270
	Iteration 46Q: 3 clusters Score -1414745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1414749.875000 Penalty: 4743.301270
	Iteration 47Q: 3 clusters Score -1414750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1414752.625000 Penalty: 4743.301270
	Iteration 48Q: 3 clusters Score -1414753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1414750.875000 Penalty: 4743.301270
	Iteration 49Q: 3 clusters Score -1414751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1414755.375000 Penalty: 4743.301270
	Iteration 50Q: 3 clusters Score -1414755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1414757.250000 Penalty: 4743.301270
	Iteration 51Q: 3 clusters Score -1414757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1414758.500000 Penalty: 4743.301270
	Iteration 52Q: 3 clusters Score -1414758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1414761.625000 Penalty: 4743.301270
	Iteration 53Q: 3 clusters Score -1414762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1414764.875000 Penalty: 4743.301270
	Iteration 54Q: 3 clusters Score -1414765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1414766.375000 Penalty: 4743.301270
	Iteration 55Q: 3 clusters Score -1414766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1414767.000000 Penalty: 4743.301270
	Iteration 56Q: 3 clusters Score -1414767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1414768.500000 Penalty: 4743.301270
	Iteration 57Q: 3 clusters Score -1414768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1414773.750000 Penalty: 4743.301270
	Iteration 58Q: 3 clusters Score -1414774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1414778.375000 Penalty: 4743.301270
	Iteration 59Q: 3 clusters Score -1414778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1414775.500000 Penalty: 4743.301270
	Iteration 60F: 3 clusters Score -1414776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1414773.125000 Penalty: 4743.301270
	Iteration 61Q: 3 clusters Score -1414773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1414783.250000 Penalty: 4743.301270
	Iteration 62Q: 3 clusters Score -1414783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1414780.625000 Penalty: 4743.301270
	Iteration 63Q: 3 clusters Score -1414781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1414782.250000 Penalty: 4743.301270
	Iteration 64Q: 3 clusters Score -1414782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1414781.000000 Penalty: 4743.301270
	Iteration 65Q: 3 clusters Score -1414781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1414785.875000 Penalty: 4743.301270
	Iteration 66Q: 3 clusters Score -1414786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1414796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1414800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1414805.250000 Penalty: 4743.301270
	Iteration 69Q: 3 clusters Score -1414805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1414811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1414816.500000 Penalty: 4743.301270
	Iteration 71Q: 3 clusters Score -1414816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1414821.000000 Penalty: 4743.301270
	Iteration 72Q: 3 clusters Score -1414821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1414826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1414832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1414842.750000 Penalty: 4743.301270
	Iteration 75Q: 3 clusters Score -1414843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1414849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1414862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1414870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1414886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1414894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1414911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1414922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1414938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1414949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1414962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1414979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1414995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1415015.500000 Penalty: 4743.301270
	Iteration 88Q: 3 clusters Score -1415016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1415037.375000 Penalty: 4743.301270
	Iteration 89Q: 3 clusters Score -1415037 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1415056.250000 Penalty: 4743.301270
	Iteration 90Q: 3 clusters Score -1415056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1415075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1415104.125000 Penalty: 4743.301270
	Iteration 92Q: 3 clusters Score -1415104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1415121.625000 Penalty: 4743.301270
	Iteration 93Q: 3 clusters Score -1415122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1415144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1415159.750000 Penalty: 4743.301270
	Iteration 95Q: 3 clusters Score -1415160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1415176.750000 Penalty: 4743.301270
	Iteration 96Q: 3 clusters Score -1415177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1415200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1415216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1415232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1415265.625000 Penalty: 4743.301270
	Iteration 100F: 3 clusters Score -1415266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1415294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1415322.250000 Penalty: 4743.301270
	Iteration 102Q: 3 clusters Score -1415322 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1415347 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1415373 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1415403.625000 Penalty: 4743.301270
	Iteration 105Q: 3 clusters Score -1415404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1415428.000000 Penalty: 4743.301270
	Iteration 106Q: 3 clusters Score -1415428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1415455.375000 Penalty: 4743.301270
	Iteration 107Q: 3 clusters Score -1415455 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1415483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1415504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1415526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1415552.750000 Penalty: 4743.301270
	Iteration 111Q: 3 clusters Score -1415553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1415573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1415591.875000 Penalty: 4743.301270
	Iteration 113Q: 3 clusters Score -1415592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1415612.125000 Penalty: 4743.301270
	Iteration 114Q: 3 clusters Score -1415612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1415625.375000 Penalty: 4743.301270
	Iteration 115Q: 3 clusters Score -1415625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1415646.750000 Penalty: 4743.301270
	Iteration 116Q: 3 clusters Score -1415647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1415659.500000 Penalty: 4743.301270
	Iteration 117Q: 3 clusters Score -1415660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1415673.000000 Penalty: 4743.301270
	Iteration 118Q: 3 clusters Score -1415673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1415688.500000 Penalty: 4743.301270
	Iteration 119Q: 3 clusters Score -1415688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1415700.250000 Penalty: 4743.301270
	Iteration 120F: 3 clusters Score -1415700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1415713.750000 Penalty: 4743.301270
	Iteration 121Q: 3 clusters Score -1415714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1415720.375000 Penalty: 4743.301270
	Iteration 122Q: 3 clusters Score -1415720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1415725.625000 Penalty: 4743.301270
	Iteration 123Q: 3 clusters Score -1415726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1415729.750000 Penalty: 4743.301270
	Iteration 124Q: 3 clusters Score -1415730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1415740.625000 Penalty: 4743.301270
	Iteration 125Q: 3 clusters Score -1415741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1415747.250000 Penalty: 4743.301270
	Iteration 126Q: 3 clusters Score -1415747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1415751.250000 Penalty: 4743.301270
	Iteration 127Q: 3 clusters Score -1415751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1415753.375000 Penalty: 4743.301270
	Iteration 128Q: 3 clusters Score -1415753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1415763.375000 Penalty: 4743.301270
	Iteration 129Q: 3 clusters Score -1415763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1415778.500000 Penalty: 4743.301270
	Iteration 130Q: 3 clusters Score -1415778 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1415782.375000 Penalty: 4743.301270
	Iteration 131Q: 3 clusters Score -1415782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1415791.250000 Penalty: 4743.301270
	Iteration 132Q: 3 clusters Score -1415791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1415796.250000 Penalty: 4743.301270
	Iteration 133Q: 3 clusters Score -1415796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1415807.500000 Penalty: 4743.301270
	Iteration 134Q: 3 clusters Score -1415808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1415815.250000 Penalty: 4743.301270
	Iteration 135Q: 3 clusters Score -1415815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1415824.000000 Penalty: 4743.301270
	Iteration 136Q: 3 clusters Score -1415824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1415831.000000 Penalty: 4743.301270
	Iteration 137Q: 3 clusters Score -1415831 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1415840.500000 Penalty: 4743.301270
	Iteration 138Q: 3 clusters Score -1415840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1415844.625000 Penalty: 4743.301270
	Iteration 139Q: 3 clusters Score -1415845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1415848.000000 Penalty: 4743.301270
	Iteration 140F: 3 clusters Score -1415848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1415853.250000 Penalty: 4743.301270
	Iteration 141Q: 3 clusters Score -1415853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1415857.375000 Penalty: 4743.301270
	Iteration 142Q: 3 clusters Score -1415857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1415863.250000 Penalty: 4743.301270
	Iteration 143Q: 3 clusters Score -1415863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1415868.625000 Penalty: 4743.301270
	Iteration 144Q: 3 clusters Score -1415869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1415878.750000 Penalty: 4743.301270
	Iteration 145Q: 3 clusters Score -1415879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1415882.625000 Penalty: 4743.301270
	Iteration 146Q: 3 clusters Score -1415883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1415896.875000 Penalty: 4743.301270
	Iteration 147Q: 3 clusters Score -1415897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1415902.000000 Penalty: 4743.301270
	Iteration 148Q: 3 clusters Score -1415902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1415921.375000 Penalty: 4743.301270
	Iteration 149Q: 3 clusters Score -1415921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1415933.500000 Penalty: 4743.301270
	Iteration 150Q: 3 clusters Score -1415934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1415944.625000 Penalty: 4743.301270
	Iteration 151Q: 3 clusters Score -1415945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1415955.500000 Penalty: 4743.301270
	Iteration 152Q: 3 clusters Score -1415956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1415980.500000 Penalty: 4743.301270
	Iteration 153Q: 3 clusters Score -1415980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1415995.875000 Penalty: 4743.301270
	Iteration 154Q: 3 clusters Score -1415996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1416014.000000 Penalty: 4743.301270
	Iteration 155Q: 3 clusters Score -1416014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1416024.000000 Penalty: 4743.301270
	Iteration 156Q: 3 clusters Score -1416024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1416034.625000 Penalty: 4743.301270
	Iteration 157Q: 3 clusters Score -1416035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1416046.250000 Penalty: 4743.301270
	Iteration 158Q: 3 clusters Score -1416046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1416051.875000 Penalty: 4743.301270
	Iteration 159Q: 3 clusters Score -1416052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1416060.625000 Penalty: 4743.301270
	Iteration 160F: 3 clusters Score -1416061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1416061.250000 Penalty: 4743.301270
	Iteration 161Q: 3 clusters Score -1416061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1416061.750000 Penalty: 4743.301270
	Iteration 162Q: 3 clusters Score -1416062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1416062.375000 Penalty: 4743.301270
	Iteration 163Q: 3 clusters Score -1416062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1416064.750000 Penalty: 4743.301270
	Iteration 164Q: 3 clusters Score -1416065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1416064.000000 Penalty: 4743.301270
	Iteration 165Q: 3 clusters Score -1416064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1416064.000000 Penalty: 4743.301270
	Iteration 166F: 3 clusters Score -1416064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -542913.437500 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -542913.4 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 3023 members 
Entering Unmasked Estep 
Score: -537738.687500 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -537738.7 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -539212.875000 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -539212.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -539600.375000 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -539600.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -539883.187500 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -539883.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -540122.312500 Penalty: 4317.515137
	Iteration 4F: 3 clusters Score -540122.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -540338.437500 Penalty: 4317.515137
	Iteration 5Q: 3 clusters Score -540338.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -540508.125000 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -540508.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -540680.125000 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -540680.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -540831.250000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -540831.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -540959.750000 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -540959.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -541043.937500 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -541043.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -541124.062500 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -541124.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -541189.312500 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -541189.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -541240.000000 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -541240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -541279.812500 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -541279.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -541313.875000 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -541313.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -541364.500000 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -541364.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -541409.625000 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -541409.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -541440.500000 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -541440.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -541465.875000 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -541465.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -541490.500000 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -541490.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -541513.875000 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -541513.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -541533.000000 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -541533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -541548.625000 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -541548.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -541562.750000 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -541562.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -541581.062500 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -541581.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -541603.625000 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -541603.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -541624.687500 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -541624.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -541650.687500 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -541650.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -541686.312500 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -541686.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -541714.750000 Penalty: 4317.515137
	Iteration 30Q: 3 clusters Score -541714.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -541745.312500 Penalty: 4317.515137
	Iteration 31Q: 3 clusters Score -541745.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -541779.875000 Penalty: 4317.515137
	Iteration 32Q: 3 clusters Score -541779.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -541805.562500 Penalty: 4317.515137
	Iteration 33Q: 3 clusters Score -541805.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -541838.687500 Penalty: 4317.515137
	Iteration 34Q: 3 clusters Score -541838.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -541868.937500 Penalty: 4317.515137
	Iteration 35Q: 3 clusters Score -541868.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -541897.187500 Penalty: 4317.515137
	Iteration 36Q: 3 clusters Score -541897.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -541930.625000 Penalty: 4317.515137
	Iteration 37Q: 3 clusters Score -541930.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -541969.375000 Penalty: 4317.515137
	Iteration 38Q: 3 clusters Score -541969.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -542010.125000 Penalty: 4317.515137
	Iteration 39Q: 3 clusters Score -542010.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -542047.375000 Penalty: 4317.515137
	Iteration 40F: 3 clusters Score -542047.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -542085.312500 Penalty: 4317.515137
	Iteration 41Q: 3 clusters Score -542085.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -542112.625000 Penalty: 4317.515137
	Iteration 42Q: 3 clusters Score -542112.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -542152.187500 Penalty: 4317.515137
	Iteration 43Q: 3 clusters Score -542152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -542185.750000 Penalty: 4317.515137
	Iteration 44Q: 3 clusters Score -542185.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -542210.187500 Penalty: 4317.515137
	Iteration 45Q: 3 clusters Score -542210.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -542234.625000 Penalty: 4317.515137
	Iteration 46Q: 3 clusters Score -542234.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -542252.437500 Penalty: 4317.515137
	Iteration 47Q: 3 clusters Score -542252.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -542263.500000 Penalty: 4317.515137
	Iteration 48Q: 3 clusters Score -542263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -542272.687500 Penalty: 4317.515137
	Iteration 49Q: 3 clusters Score -542272.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -542280.000000 Penalty: 4317.515137
	Iteration 50Q: 3 clusters Score -542280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -542287.375000 Penalty: 4317.515137
	Iteration 51Q: 3 clusters Score -542287.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -542292.937500 Penalty: 4317.515137
	Iteration 52Q: 3 clusters Score -542292.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -542298.375000 Penalty: 4317.515137
	Iteration 53Q: 3 clusters Score -542298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -542303.000000 Penalty: 4317.515137
	Iteration 54Q: 3 clusters Score -542303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -542309.750000 Penalty: 4317.515137
	Iteration 55Q: 3 clusters Score -542309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -542310.875000 Penalty: 4317.515137
	Iteration 56Q: 3 clusters Score -542310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -542317.250000 Penalty: 4317.515137
	Iteration 57Q: 3 clusters Score -542317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -542320.500000 Penalty: 4317.515137
	Iteration 58Q: 3 clusters Score -542320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -542322.000000 Penalty: 4317.515137
	Iteration 59Q: 3 clusters Score -542322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -542324.812500 Penalty: 4317.515137
	Iteration 60F: 3 clusters Score -542324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -542326.812500 Penalty: 4317.515137
	Iteration 61Q: 3 clusters Score -542326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -542328.750000 Penalty: 4317.515137
	Iteration 62Q: 3 clusters Score -542328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -542334.500000 Penalty: 4317.515137
	Iteration 63Q: 3 clusters Score -542334.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -542336.875000 Penalty: 4317.515137
	Iteration 64Q: 3 clusters Score -542336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -542339.250000 Penalty: 4317.515137
	Iteration 65Q: 3 clusters Score -542339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -542341.437500 Penalty: 4317.515137
	Iteration 66Q: 3 clusters Score -542341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -542342.812500 Penalty: 4317.515137
	Iteration 67Q: 3 clusters Score -542342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -542344.312500 Penalty: 4317.515137
	Iteration 68Q: 3 clusters Score -542344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -542344.000000 Penalty: 4317.515137
	Iteration 69Q: 3 clusters Score -542344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -542345.625000 Penalty: 4317.515137
	Iteration 70Q: 3 clusters Score -542345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -542345.625000 Penalty: 4317.515137
	Iteration 71F: 3 clusters Score -542345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -7811950.500000 Penalty: 2787.803467
	Iteration 0F: 2 clusters Score -7811950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7760929.000000 Penalty: 5575.606934
	Iteration 0F: 3 clusters Score -7760929 nChanged 35829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -7781020.500000 Penalty: 5575.606934
	Iteration 1F: 3 clusters Score -7781020 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7781617.500000 Penalty: 5575.606934
	Iteration 2Q: 3 clusters Score -7781618 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -7782220.000000 Penalty: 5575.606934
	Iteration 3Q: 3 clusters Score -7782220 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7782816.000000 Penalty: 5575.606934
	Iteration 4Q: 3 clusters Score -7782816 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -7783634.500000 Penalty: 5575.606934
	Iteration 5Q: 3 clusters Score -7783634 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -7784901.500000 Penalty: 5575.606934
	Iteration 6Q: 3 clusters Score -7784902 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -7787020.500000 Penalty: 5575.606934
	Iteration 7F: 3 clusters Score -7787020 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -7790394.500000 Penalty: 5575.606934
	Iteration 8F: 3 clusters Score -7790394 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -7794898.500000 Penalty: 5575.606934
	Iteration 9F: 3 clusters Score -7794898 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -7799651.500000 Penalty: 5575.606934
	Iteration 10F: 3 clusters Score -7799652 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -7803598.000000 Penalty: 5575.606934
	Iteration 11F: 3 clusters Score -7803598 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -7806256.500000 Penalty: 5575.606934
	Iteration 12Q: 3 clusters Score -7806256 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -7807858.500000 Penalty: 5575.606934
	Iteration 13Q: 3 clusters Score -7807858 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -7808713.000000 Penalty: 5575.606934
	Iteration 14Q: 3 clusters Score -7808713 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -7809083.000000 Penalty: 5575.606934
	Iteration 15Q: 3 clusters Score -7809083 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -7809246.500000 Penalty: 5575.606934
	Iteration 16Q: 3 clusters Score -7809246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -7809364.500000 Penalty: 5575.606934
	Iteration 17Q: 3 clusters Score -7809364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -7809429.500000 Penalty: 5575.606934
	Iteration 18Q: 3 clusters Score -7809430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -7809459.000000 Penalty: 5575.606934
	Iteration 19Q: 3 clusters Score -7809459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -7809470.000000 Penalty: 5575.606934
	Iteration 20F: 3 clusters Score -7809470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -7809490.000000 Penalty: 5575.606934
	Iteration 21Q: 3 clusters Score -7809490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -7809503.500000 Penalty: 5575.606934
	Iteration 22Q: 3 clusters Score -7809504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -7809518.500000 Penalty: 5575.606934
	Iteration 23Q: 3 clusters Score -7809518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -7809515.000000 Penalty: 5575.606934
	Iteration 24Q: 3 clusters Score -7809515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -7809521.500000 Penalty: 5575.606934
	Iteration 25Q: 3 clusters Score -7809522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -7809524.000000 Penalty: 5575.606934
	Iteration 26Q: 3 clusters Score -7809524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -7809527.000000 Penalty: 5575.606934
	Iteration 27Q: 3 clusters Score -7809527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -7809544.500000 Penalty: 5575.606934
	Iteration 28Q: 3 clusters Score -7809544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -7809550.000000 Penalty: 5575.606934
	Iteration 29Q: 3 clusters Score -7809550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -7809549.500000 Penalty: 5575.606934
	Iteration 30Q: 3 clusters Score -7809550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -7809553.000000 Penalty: 5575.606934
	Iteration 31Q: 3 clusters Score -7809553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -7809552.000000 Penalty: 5575.606934
	Iteration 32Q: 3 clusters Score -7809552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -7809559.500000 Penalty: 5575.606934
	Iteration 33Q: 3 clusters Score -7809560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -7809559.500000 Penalty: 5575.606934
	Iteration 34F: 3 clusters Score -7809560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Entering Unmasked Estep 
Score: -919983.812500 Penalty: 2266.326660
	Iteration 0F: 2 clusters Score -919983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -912725.937500 Penalty: 4532.653320
	Iteration 0F: 3 clusters Score -912725.9 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -914893.562500 Penalty: 4532.653320
	Iteration 1F: 3 clusters Score -914893.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -915308.687500 Penalty: 4532.653320
	Iteration 2F: 3 clusters Score -915308.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -915677.125000 Penalty: 4532.653320
	Iteration 3F: 3 clusters Score -915677.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -916010.125000 Penalty: 4532.653320
	Iteration 4F: 3 clusters Score -916010.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -916284.437500 Penalty: 4532.653320
	Iteration 5Q: 3 clusters Score -916284.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -916544.812500 Penalty: 4532.653320
	Iteration 6Q: 3 clusters Score -916544.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -916824.500000 Penalty: 4532.653320
	Iteration 7Q: 3 clusters Score -916824.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -917070.562500 Penalty: 4532.653320
	Iteration 8Q: 3 clusters Score -917070.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -917301.062500 Penalty: 4532.653320
	Iteration 9Q: 3 clusters Score -917301.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -917488.812500 Penalty: 4532.653320
	Iteration 10Q: 3 clusters Score -917488.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -917637.937500 Penalty: 4532.653320
	Iteration 11Q: 3 clusters Score -917637.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -917744.250000 Penalty: 4532.653320
	Iteration 12Q: 3 clusters Score -917744.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -917833.750000 Penalty: 4532.653320
	Iteration 13Q: 3 clusters Score -917833.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -917910.000000 Penalty: 4532.653320
	Iteration 14Q: 3 clusters Score -917910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -917992.375000 Penalty: 4532.653320
	Iteration 15Q: 3 clusters Score -917992.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -918065.625000 Penalty: 4532.653320
	Iteration 16Q: 3 clusters Score -918065.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -918137.812500 Penalty: 4532.653320
	Iteration 17Q: 3 clusters Score -918137.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -918209.812500 Penalty: 4532.653320
	Iteration 18Q: 3 clusters Score -918209.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -918275.000000 Penalty: 4532.653320
	Iteration 19Q: 3 clusters Score -918275 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -918345.250000 Penalty: 4532.653320
	Iteration 20F: 3 clusters Score -918345.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -918419.875000 Penalty: 4532.653320
	Iteration 21Q: 3 clusters Score -918419.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -918487.437500 Penalty: 4532.653320
	Iteration 22Q: 3 clusters Score -918487.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -918550.437500 Penalty: 4532.653320
	Iteration 23Q: 3 clusters Score -918550.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -918595.500000 Penalty: 4532.653320
	Iteration 24Q: 3 clusters Score -918595.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -918636.187500 Penalty: 4532.653320
	Iteration 25Q: 3 clusters Score -918636.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -918679.812500 Penalty: 4532.653320
	Iteration 26Q: 3 clusters Score -918679.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -918710.125000 Penalty: 4532.653320
	Iteration 27Q: 3 clusters Score -918710.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -918733.625000 Penalty: 4532.653320
	Iteration 28Q: 3 clusters Score -918733.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -918752.250000 Penalty: 4532.653320
	Iteration 29Q: 3 clusters Score -918752.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -918766.687500 Penalty: 4532.653320
	Iteration 30Q: 3 clusters Score -918766.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -918779.750000 Penalty: 4532.653320
	Iteration 31Q: 3 clusters Score -918779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -918786.375000 Penalty: 4532.653320
	Iteration 32Q: 3 clusters Score -918786.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -918795.125000 Penalty: 4532.653320
	Iteration 33Q: 3 clusters Score -918795.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -918798.937500 Penalty: 4532.653320
	Iteration 34Q: 3 clusters Score -918798.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -918800.937500 Penalty: 4532.653320
	Iteration 35Q: 3 clusters Score -918800.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -918806.375000 Penalty: 4532.653320
	Iteration 36Q: 3 clusters Score -918806.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -918806.812500 Penalty: 4532.653320
	Iteration 37Q: 3 clusters Score -918806.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -918811.125000 Penalty: 4532.653320
	Iteration 38Q: 3 clusters Score -918811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -918815.125000 Penalty: 4532.653320
	Iteration 39Q: 3 clusters Score -918815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -918817.375000 Penalty: 4532.653320
	Iteration 40F: 3 clusters Score -918817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -918818.750000 Penalty: 4532.653320
	Iteration 41Q: 3 clusters Score -918818.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -918823.375000 Penalty: 4532.653320
	Iteration 42Q: 3 clusters Score -918823.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -918823.750000 Penalty: 4532.653320
	Iteration 43Q: 3 clusters Score -918823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -918824.500000 Penalty: 4532.653320
	Iteration 44Q: 3 clusters Score -918824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -918827.250000 Penalty: 4532.653320
	Iteration 45Q: 3 clusters Score -918827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -918826.750000 Penalty: 4532.653320
	Iteration 46Q: 3 clusters Score -918826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -918829.937500 Penalty: 4532.653320
	Iteration 47Q: 3 clusters Score -918829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -918830.750000 Penalty: 4532.653320
	Iteration 48Q: 3 clusters Score -918830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -918832.625000 Penalty: 4532.653320
	Iteration 49Q: 3 clusters Score -918832.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -918835.375000 Penalty: 4532.653320
	Iteration 50Q: 3 clusters Score -918835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -918838.500000 Penalty: 4532.653320
	Iteration 51Q: 3 clusters Score -918838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -918839.750000 Penalty: 4532.653320
	Iteration 52Q: 3 clusters Score -918839.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -918841.312500 Penalty: 4532.653320
	Iteration 53Q: 3 clusters Score -918841.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -918843.562500 Penalty: 4532.653320
	Iteration 54Q: 3 clusters Score -918843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -918844.562500 Penalty: 4532.653320
	Iteration 55Q: 3 clusters Score -918844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -918844.500000 Penalty: 4532.653320
	Iteration 56Q: 3 clusters Score -918844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -918846.187500 Penalty: 4532.653320
	Iteration 57Q: 3 clusters Score -918846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -918848.312500 Penalty: 4532.653320
	Iteration 58Q: 3 clusters Score -918848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -918846.625000 Penalty: 4532.653320
	Iteration 59Q: 3 clusters Score -918846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -918848.750000 Penalty: 4532.653320
	Iteration 60F: 3 clusters Score -918848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -918849.187500 Penalty: 4532.653320
	Iteration 61Q: 3 clusters Score -918849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -918850.687500 Penalty: 4532.653320
	Iteration 62Q: 3 clusters Score -918850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -918849.937500 Penalty: 4532.653320
	Iteration 63Q: 3 clusters Score -918849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -918851.187500 Penalty: 4532.653320
	Iteration 64Q: 3 clusters Score -918851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -918851.312500 Penalty: 4532.653320
	Iteration 65Q: 3 clusters Score -918851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -918851.750000 Penalty: 4532.653320
	Iteration 66Q: 3 clusters Score -918851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -918852.062500 Penalty: 4532.653320
	Iteration 67Q: 3 clusters Score -918852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -918851.125000 Penalty: 4532.653320
	Iteration 68Q: 3 clusters Score -918851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -918851.562500 Penalty: 4532.653320
	Iteration 69Q: 3 clusters Score -918851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -918852.500000 Penalty: 4532.653320
	Iteration 70Q: 3 clusters Score -918852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -918852.437500 Penalty: 4532.653320
	Iteration 71Q: 3 clusters Score -918852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -918854.437500 Penalty: 4532.653320
	Iteration 72Q: 3 clusters Score -918854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -918854.187500 Penalty: 4532.653320
	Iteration 73Q: 3 clusters Score -918854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -918854.187500 Penalty: 4532.653320
	Iteration 74Q: 3 clusters Score -918854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -918852.687500 Penalty: 4532.653320
	Iteration 75Q: 3 clusters Score -918852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -918852.687500 Penalty: 4532.653320
	Iteration 76F: 3 clusters Score -918852.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -380357.031250 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -380357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -376559.968750 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -376560 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -377413.093750 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -377413.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -377613.281250 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -377613.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -377727.187500 Penalty: 4093.471680
	Iteration 3Q: 3 clusters Score -377727.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -377796.218750 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -377796.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -377869.000000 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -377869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -377949.781250 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -377949.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -378026.875000 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -378026.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -378099.656250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -378099.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -378179.031250 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -378179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -378242.281250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -378242.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -378302.781250 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -378302.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -378363.687500 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -378363.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -378423.406250 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -378423.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -378481.750000 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -378481.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -378548.781250 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -378548.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -378618.718750 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -378618.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -378693.718750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -378693.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -378767.375000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -378767.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -378851.343750 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -378851.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -378927.031250 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -378927 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -379050.281250 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -379050.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -379250.375000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -379250.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -379454.062500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -379454.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -379541.031250 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -379541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -379576.875000 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -379576.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -379595.375000 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -379595.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -379615.843750 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -379615.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -379630.718750 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -379630.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -379640.156250 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -379640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -379648.718750 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -379648.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -379656.406250 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -379656.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -379666.062500 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -379666.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -379678.250000 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -379678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -379690.656250 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -379690.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -379698.718750 Penalty: 4093.471680
	Iteration 35Q: 3 clusters Score -379698.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -379707.375000 Penalty: 4093.471680
	Iteration 36Q: 3 clusters Score -379707.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -379714.343750 Penalty: 4093.471680
	Iteration 37Q: 3 clusters Score -379714.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -379726.468750 Penalty: 4093.471680
	Iteration 38Q: 3 clusters Score -379726.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -379747.062500 Penalty: 4093.471680
	Iteration 39Q: 3 clusters Score -379747.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379770.062500 Penalty: 4093.471680
	Iteration 40F: 3 clusters Score -379770.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -379791.187500 Penalty: 4093.471680
	Iteration 41Q: 3 clusters Score -379791.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -379836.062500 Penalty: 4093.471680
	Iteration 42Q: 3 clusters Score -379836.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -379904.375000 Penalty: 4093.471680
	Iteration 43Q: 3 clusters Score -379904.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -379996.187500 Penalty: 4093.471680
	Iteration 44Q: 3 clusters Score -379996.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -380162.000000 Penalty: 4093.471680
	Iteration 45Q: 3 clusters Score -380162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -380393.250000 Penalty: 4093.471680
	Iteration 46Q: 3 clusters Score -380393.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -380515.468750 Penalty: 4093.471680
	Iteration 47Q: 3 clusters Score -380515.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -380571.656250 Penalty: 4093.471680
	Iteration 48Q: 3 clusters Score -380571.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -380620.718750 Penalty: 4093.471680
	Iteration 49Q: 3 clusters Score -380620.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380660.343750 Penalty: 4093.471680
	Iteration 50Q: 3 clusters Score -380660.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -380682.156250 Penalty: 4093.471680
	Iteration 51Q: 3 clusters Score -380682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -380712.437500 Penalty: 4093.471680
	Iteration 52Q: 3 clusters Score -380712.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -380730.125000 Penalty: 4093.471680
	Iteration 53Q: 3 clusters Score -380730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -380747.875000 Penalty: 4093.471680
	Iteration 54Q: 3 clusters Score -380747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -380750.593750 Penalty: 4093.471680
	Iteration 55Q: 3 clusters Score -380750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -380754.875000 Penalty: 4093.471680
	Iteration 56Q: 3 clusters Score -380754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -380759.437500 Penalty: 4093.471680
	Iteration 57Q: 3 clusters Score -380759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380759.343750 Penalty: 4093.471680
	Iteration 58Q: 3 clusters Score -380759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380782.781250 Penalty: 4093.471680
	Iteration 59F: 3 clusters Score -380782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -380789.750000 Penalty: 4093.471680
	Iteration 60F: 3 clusters Score -380789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -380791.812500 Penalty: 4093.471680
	Iteration 61Q: 3 clusters Score -380791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -380791.812500 Penalty: 4093.471680
	Iteration 62F: 3 clusters Score -380791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Mstep: Class 63 contains 15546 members 
Mstep: Class 64 contains 2511 members 
Mstep: Class 65 contains 1874 members 
Entering Unmasked Estep 
Score: -96217208.000000 Penalty: 222639.031250
Splitting cluster 35 changes total score from -96217856.000000 to -96217208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -401851.906250 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -401851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -397734.718750 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -397734.7 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -398760.625000 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -398760.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -399027.187500 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -399027.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -399210.875000 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -399210.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -399385.281250 Penalty: 4147.986328
	Iteration 4Q: 3 clusters Score -399385.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -399559.937500 Penalty: 4147.986328
	Iteration 5Q: 3 clusters Score -399559.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -399722.625000 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -399722.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -399841.718750 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -399841.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -399952.562500 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -399952.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -400040.781250 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -400040.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -400135.937500 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -400135.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -400215.125000 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -400215.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -400288.625000 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -400288.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -400349.468750 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -400349.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -400392.500000 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -400392.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -400419.593750 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -400419.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -400439.218750 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -400439.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -400454.375000 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -400454.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -400466.187500 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -400466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -400480.406250 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -400480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -400493.250000 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -400493.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -400504.437500 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -400504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -400511.437500 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -400511.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -400516.875000 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -400516.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -400522.093750 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -400522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -400529.093750 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -400529.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -400535.312500 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -400535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -400539.562500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -400539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -400547.843750 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -400547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -400555.687500 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -400555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -400567.375000 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -400567.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -400580.781250 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -400580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -400594.281250 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -400594.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -400612.906250 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -400612.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -400628.812500 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -400628.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -400646.593750 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -400646.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -400664.906250 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -400664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -400679.093750 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -400679.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -400695.468750 Penalty: 4147.986328
	Iteration 38Q: 3 clusters Score -400695.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -400707.500000 Penalty: 4147.986328
	Iteration 39Q: 3 clusters Score -400707.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -400714.781250 Penalty: 4147.986328
	Iteration 40F: 3 clusters Score -400714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -400719.875000 Penalty: 4147.986328
	Iteration 41Q: 3 clusters Score -400719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -400725.781250 Penalty: 4147.986328
	Iteration 42Q: 3 clusters Score -400725.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -400736.187500 Penalty: 4147.986328
	Iteration 43Q: 3 clusters Score -400736.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -400748.406250 Penalty: 4147.986328
	Iteration 44Q: 3 clusters Score -400748.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -400761.281250 Penalty: 4147.986328
	Iteration 45Q: 3 clusters Score -400761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -400768.406250 Penalty: 4147.986328
	Iteration 46Q: 3 clusters Score -400768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -400773.656250 Penalty: 4147.986328
	Iteration 47Q: 3 clusters Score -400773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -400778.656250 Penalty: 4147.986328
	Iteration 48Q: 3 clusters Score -400778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -400782.625000 Penalty: 4147.986328
	Iteration 49Q: 3 clusters Score -400782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -400784.750000 Penalty: 4147.986328
	Iteration 50Q: 3 clusters Score -400784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -400788.406250 Penalty: 4147.986328
	Iteration 51Q: 3 clusters Score -400788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -400792.468750 Penalty: 4147.986328
	Iteration 52Q: 3 clusters Score -400792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -400797.343750 Penalty: 4147.986328
	Iteration 53Q: 3 clusters Score -400797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -400800.937500 Penalty: 4147.986328
	Iteration 54Q: 3 clusters Score -400800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -400805.281250 Penalty: 4147.986328
	Iteration 55Q: 3 clusters Score -400805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -400809.406250 Penalty: 4147.986328
	Iteration 56Q: 3 clusters Score -400809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -400820.187500 Penalty: 4147.986328
	Iteration 57Q: 3 clusters Score -400820.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -400830.906250 Penalty: 4147.986328
	Iteration 58Q: 3 clusters Score -400830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -400839.875000 Penalty: 4147.986328
	Iteration 59Q: 3 clusters Score -400839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -400852.250000 Penalty: 4147.986328
	Iteration 60F: 3 clusters Score -400852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -400860.625000 Penalty: 4147.986328
	Iteration 61Q: 3 clusters Score -400860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -400871.312500 Penalty: 4147.986328
	Iteration 62Q: 3 clusters Score -400871.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -400879.468750 Penalty: 4147.986328
	Iteration 63Q: 3 clusters Score -400879.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -400885.531250 Penalty: 4147.986328
	Iteration 64Q: 3 clusters Score -400885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -400890.656250 Penalty: 4147.986328
	Iteration 65Q: 3 clusters Score -400890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -400897.656250 Penalty: 4147.986328
	Iteration 66Q: 3 clusters Score -400897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -400904.875000 Penalty: 4147.986328
	Iteration 67Q: 3 clusters Score -400904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -400908.687500 Penalty: 4147.986328
	Iteration 68Q: 3 clusters Score -400908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -400913.343750 Penalty: 4147.986328
	Iteration 69Q: 3 clusters Score -400913.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -400922.031250 Penalty: 4147.986328
	Iteration 70Q: 3 clusters Score -400922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -400930.062500 Penalty: 4147.986328
	Iteration 71Q: 3 clusters Score -400930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -400946.625000 Penalty: 4147.986328
	Iteration 72Q: 3 clusters Score -400946.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -400963.531250 Penalty: 4147.986328
	Iteration 73Q: 3 clusters Score -400963.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -400980.062500 Penalty: 4147.986328
	Iteration 74Q: 3 clusters Score -400980.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -401003.593750 Penalty: 4147.986328
	Iteration 75Q: 3 clusters Score -401003.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -401028.406250 Penalty: 4147.986328
	Iteration 76Q: 3 clusters Score -401028.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -401062.750000 Penalty: 4147.986328
	Iteration 77Q: 3 clusters Score -401062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -401111.406250 Penalty: 4147.986328
	Iteration 78Q: 3 clusters Score -401111.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -401170.875000 Penalty: 4147.986328
	Iteration 79Q: 3 clusters Score -401170.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -401211.062500 Penalty: 4147.986328
	Iteration 80F: 3 clusters Score -401211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -401224.218750 Penalty: 4147.986328
	Iteration 81Q: 3 clusters Score -401224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -401231.312500 Penalty: 4147.986328
	Iteration 82Q: 3 clusters Score -401231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -401233.000000 Penalty: 4147.986328
	Iteration 83Q: 3 clusters Score -401233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -401233.000000 Penalty: 4147.986328
	Iteration 84F: 3 clusters Score -401233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -81693.914062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -81693.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79891.554688 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -79891.55 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80434.843750 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -80434.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -80691.101562 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -80691.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -80863.554688 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -80863.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -80932.125000 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -80932.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -80979.039062 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -80979.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81022.062500 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -81022.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -81043.281250 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -81043.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -81049.085938 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -81049.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -81050.375000 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -81050.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -81050.375000 Penalty: 3377.283447
	Iteration 10F: 3 clusters Score -81050.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -242023.578125 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -242023.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239089.484375 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -239089.5 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -239672.625000 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -239672.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -239804.875000 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -239804.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -239872.750000 Penalty: 3886.250977
	Iteration 3Q: 3 clusters Score -239872.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -239926.046875 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -239926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -239972.296875 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -239972.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -240007.062500 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -240007.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -240036.265625 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -240036.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -240060.906250 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -240060.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -240082.015625 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -240082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -240099.062500 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -240099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -240114.171875 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -240114.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -240123.312500 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -240123.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -240131.750000 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -240131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -240135.531250 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -240135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -240140.062500 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -240140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -240143.578125 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -240143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -240147.546875 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -240147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -240156.859375 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -240156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -240165.562500 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -240165.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -240175.734375 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -240175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -240183.828125 Penalty: 3886.250977
	Iteration 21Q: 3 clusters Score -240183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -240191.062500 Penalty: 3886.250977
	Iteration 22Q: 3 clusters Score -240191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -240200.562500 Penalty: 3886.250977
	Iteration 23Q: 3 clusters Score -240200.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -240214.609375 Penalty: 3886.250977
	Iteration 24Q: 3 clusters Score -240214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -240226.656250 Penalty: 3886.250977
	Iteration 25Q: 3 clusters Score -240226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -240232.296875 Penalty: 3886.250977
	Iteration 26Q: 3 clusters Score -240232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -240236.546875 Penalty: 3886.250977
	Iteration 27Q: 3 clusters Score -240236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -240240.406250 Penalty: 3886.250977
	Iteration 28Q: 3 clusters Score -240240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -240243.218750 Penalty: 3886.250977
	Iteration 29Q: 3 clusters Score -240243.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -240246.484375 Penalty: 3886.250977
	Iteration 30Q: 3 clusters Score -240246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -240249.156250 Penalty: 3886.250977
	Iteration 31Q: 3 clusters Score -240249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -240252.140625 Penalty: 3886.250977
	Iteration 32Q: 3 clusters Score -240252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -240253.578125 Penalty: 3886.250977
	Iteration 33Q: 3 clusters Score -240253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -240255.406250 Penalty: 3886.250977
	Iteration 34Q: 3 clusters Score -240255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -240256.515625 Penalty: 3886.250977
	Iteration 35Q: 3 clusters Score -240256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -240258.609375 Penalty: 3886.250977
	Iteration 36Q: 3 clusters Score -240258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -240259.359375 Penalty: 3886.250977
	Iteration 37Q: 3 clusters Score -240259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -240259.718750 Penalty: 3886.250977
	Iteration 38Q: 3 clusters Score -240259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -240260.750000 Penalty: 3886.250977
	Iteration 39Q: 3 clusters Score -240260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -240260.750000 Penalty: 3886.250977
	Iteration 40F: 3 clusters Score -240260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -138775.375000 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -138775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -136541.250000 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -136541.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -136879.984375 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -136880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136974.750000 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -136974.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137036.390625 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -137036.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -137082.640625 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -137082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -137099.937500 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -137099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -137110.906250 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -137110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -137120.890625 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -137120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137126.453125 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -137126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137132.234375 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -137132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137136.421875 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -137136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137138.062500 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -137138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137138.062500 Penalty: 3608.141846
	Iteration 12F: 3 clusters Score -137138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -388348.281250 Penalty: 2053.490479
	Iteration 0F: 2 clusters Score -388348.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -384465.468750 Penalty: 4106.980957
	Iteration 0F: 3 clusters Score -384465.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -385301.125000 Penalty: 4106.980957
	Iteration 1F: 3 clusters Score -385301.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -385490.843750 Penalty: 4106.980957
	Iteration 2F: 3 clusters Score -385490.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -385613.531250 Penalty: 4106.980957
	Iteration 3F: 3 clusters Score -385613.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -385701.000000 Penalty: 4106.980957
	Iteration 4Q: 3 clusters Score -385701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -385762.218750 Penalty: 4106.980957
	Iteration 5Q: 3 clusters Score -385762.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -385817.562500 Penalty: 4106.980957
	Iteration 6Q: 3 clusters Score -385817.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -385867.093750 Penalty: 4106.980957
	Iteration 7Q: 3 clusters Score -385867.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -385905.093750 Penalty: 4106.980957
	Iteration 8Q: 3 clusters Score -385905.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -385935.625000 Penalty: 4106.980957
	Iteration 9Q: 3 clusters Score -385935.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -385962.625000 Penalty: 4106.980957
	Iteration 10Q: 3 clusters Score -385962.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -385982.031250 Penalty: 4106.980957
	Iteration 11Q: 3 clusters Score -385982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -385997.500000 Penalty: 4106.980957
	Iteration 12Q: 3 clusters Score -385997.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -386012.468750 Penalty: 4106.980957
	Iteration 13Q: 3 clusters Score -386012.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -386023.312500 Penalty: 4106.980957
	Iteration 14Q: 3 clusters Score -386023.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -386036.843750 Penalty: 4106.980957
	Iteration 15Q: 3 clusters Score -386036.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -386047.750000 Penalty: 4106.980957
	Iteration 16Q: 3 clusters Score -386047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -386055.031250 Penalty: 4106.980957
	Iteration 17Q: 3 clusters Score -386055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -386062.687500 Penalty: 4106.980957
	Iteration 18Q: 3 clusters Score -386062.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -386070.906250 Penalty: 4106.980957
	Iteration 19Q: 3 clusters Score -386070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -386078.093750 Penalty: 4106.980957
	Iteration 20F: 3 clusters Score -386078.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -386083.406250 Penalty: 4106.980957
	Iteration 21Q: 3 clusters Score -386083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -386085.906250 Penalty: 4106.980957
	Iteration 22Q: 3 clusters Score -386085.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -386089.750000 Penalty: 4106.980957
	Iteration 23Q: 3 clusters Score -386089.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -386096.000000 Penalty: 4106.980957
	Iteration 24Q: 3 clusters Score -386096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -386101.218750 Penalty: 4106.980957
	Iteration 25Q: 3 clusters Score -386101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -386105.468750 Penalty: 4106.980957
	Iteration 26Q: 3 clusters Score -386105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -386107.718750 Penalty: 4106.980957
	Iteration 27Q: 3 clusters Score -386107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -386109.750000 Penalty: 4106.980957
	Iteration 28Q: 3 clusters Score -386109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -386112.718750 Penalty: 4106.980957
	Iteration 29Q: 3 clusters Score -386112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -386113.343750 Penalty: 4106.980957
	Iteration 30Q: 3 clusters Score -386113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -386115.281250 Penalty: 4106.980957
	Iteration 31Q: 3 clusters Score -386115.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -386117.468750 Penalty: 4106.980957
	Iteration 32Q: 3 clusters Score -386117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -386120.781250 Penalty: 4106.980957
	Iteration 33Q: 3 clusters Score -386120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -386122.937500 Penalty: 4106.980957
	Iteration 34Q: 3 clusters Score -386122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -386124.656250 Penalty: 4106.980957
	Iteration 35Q: 3 clusters Score -386124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -386126.875000 Penalty: 4106.980957
	Iteration 36Q: 3 clusters Score -386126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -386127.843750 Penalty: 4106.980957
	Iteration 37Q: 3 clusters Score -386127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -386127.843750 Penalty: 4106.980957
	Iteration 38F: 3 clusters Score -386127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Entering Unmasked Estep 
Score: -734909.250000 Penalty: 2264.051270
	Iteration 0F: 2 clusters Score -734909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -727870.312500 Penalty: 4528.102539
	Iteration 0F: 3 clusters Score -727870.3 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -730273.125000 Penalty: 4528.102539
	Iteration 1F: 3 clusters Score -730273.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -730996.750000 Penalty: 4528.102539
	Iteration 2F: 3 clusters Score -730996.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -731654.687500 Penalty: 4528.102539
	Iteration 3F: 3 clusters Score -731654.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -732202.750000 Penalty: 4528.102539
	Iteration 4F: 3 clusters Score -732202.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -732551.312500 Penalty: 4528.102539
	Iteration 5F: 3 clusters Score -732551.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -732762.312500 Penalty: 4528.102539
	Iteration 6Q: 3 clusters Score -732762.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -732922.750000 Penalty: 4528.102539
	Iteration 7Q: 3 clusters Score -732922.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -733045.250000 Penalty: 4528.102539
	Iteration 8Q: 3 clusters Score -733045.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -733139.125000 Penalty: 4528.102539
	Iteration 9Q: 3 clusters Score -733139.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -733226.687500 Penalty: 4528.102539
	Iteration 10Q: 3 clusters Score -733226.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -733314.187500 Penalty: 4528.102539
	Iteration 11Q: 3 clusters Score -733314.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -733421.125000 Penalty: 4528.102539
	Iteration 12Q: 3 clusters Score -733421.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -733509.562500 Penalty: 4528.102539
	Iteration 13Q: 3 clusters Score -733509.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -733574.562500 Penalty: 4528.102539
	Iteration 14Q: 3 clusters Score -733574.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -733640.750000 Penalty: 4528.102539
	Iteration 15Q: 3 clusters Score -733640.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -733708.125000 Penalty: 4528.102539
	Iteration 16Q: 3 clusters Score -733708.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -733756.062500 Penalty: 4528.102539
	Iteration 17Q: 3 clusters Score -733756.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -733793.500000 Penalty: 4528.102539
	Iteration 18Q: 3 clusters Score -733793.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -733838.125000 Penalty: 4528.102539
	Iteration 19Q: 3 clusters Score -733838.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -733880.812500 Penalty: 4528.102539
	Iteration 20F: 3 clusters Score -733880.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -733914.000000 Penalty: 4528.102539
	Iteration 21Q: 3 clusters Score -733914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -733939.875000 Penalty: 4528.102539
	Iteration 22Q: 3 clusters Score -733939.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -733961.812500 Penalty: 4528.102539
	Iteration 23Q: 3 clusters Score -733961.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -733974.500000 Penalty: 4528.102539
	Iteration 24Q: 3 clusters Score -733974.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -733987.250000 Penalty: 4528.102539
	Iteration 25Q: 3 clusters Score -733987.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -733992.125000 Penalty: 4528.102539
	Iteration 26Q: 3 clusters Score -733992.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -733994.062500 Penalty: 4528.102539
	Iteration 27Q: 3 clusters Score -733994.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -733997.937500 Penalty: 4528.102539
	Iteration 28Q: 3 clusters Score -733997.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -733998.750000 Penalty: 4528.102539
	Iteration 29Q: 3 clusters Score -733998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -734002.000000 Penalty: 4528.102539
	Iteration 30Q: 3 clusters Score -734002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -734002.812500 Penalty: 4528.102539
	Iteration 31Q: 3 clusters Score -734002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -734004.500000 Penalty: 4528.102539
	Iteration 32Q: 3 clusters Score -734004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -734005.250000 Penalty: 4528.102539
	Iteration 33Q: 3 clusters Score -734005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -734004.500000 Penalty: 4528.102539
	Iteration 34Q: 3 clusters Score -734004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -734007.812500 Penalty: 4528.102539
	Iteration 35Q: 3 clusters Score -734007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -734007.687500 Penalty: 4528.102539
	Iteration 36Q: 3 clusters Score -734007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -734007.125000 Penalty: 4528.102539
	Iteration 37Q: 3 clusters Score -734007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -734006.375000 Penalty: 4528.102539
	Iteration 38Q: 3 clusters Score -734006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -734006.750000 Penalty: 4528.102539
	Iteration 39Q: 3 clusters Score -734006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -734007.250000 Penalty: 4528.102539
	Iteration 40F: 3 clusters Score -734007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -734008.437500 Penalty: 4528.102539
	Iteration 41Q: 3 clusters Score -734008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -734010.125000 Penalty: 4528.102539
	Iteration 42Q: 3 clusters Score -734010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -734008.250000 Penalty: 4528.102539
	Iteration 43Q: 3 clusters Score -734008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -734008.562500 Penalty: 4528.102539
	Iteration 44Q: 3 clusters Score -734008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -734011.750000 Penalty: 4528.102539
	Iteration 45Q: 3 clusters Score -734011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -734012.312500 Penalty: 4528.102539
	Iteration 46Q: 3 clusters Score -734012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -734012.500000 Penalty: 4528.102539
	Iteration 47Q: 3 clusters Score -734012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -734011.500000 Penalty: 4528.102539
	Iteration 48Q: 3 clusters Score -734011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -734012.750000 Penalty: 4528.102539
	Iteration 49Q: 3 clusters Score -734012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -734014.125000 Penalty: 4528.102539
	Iteration 50Q: 3 clusters Score -734014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -734013.687500 Penalty: 4528.102539
	Iteration 51Q: 3 clusters Score -734013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -734013.687500 Penalty: 4528.102539
	Iteration 52F: 3 clusters Score -734013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (32951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Entering Unmasked Estep 
Score: -3284007.000000 Penalty: 2579.888672
	Iteration 0F: 2 clusters Score -3284007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3261403.000000 Penalty: 5159.777344
	Iteration 0F: 3 clusters Score -3261403 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3269635.500000 Penalty: 5159.777344
	Iteration 1F: 3 clusters Score -3269636 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3270074.500000 Penalty: 5159.777344
	Iteration 2Q: 3 clusters Score -3270074 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3270548.750000 Penalty: 5159.777344
	Iteration 3Q: 3 clusters Score -3270549 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3271056.250000 Penalty: 5159.777344
	Iteration 4Q: 3 clusters Score -3271056 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3271651.000000 Penalty: 5159.777344
	Iteration 5Q: 3 clusters Score -3271651 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3272477.250000 Penalty: 5159.777344
	Iteration 6Q: 3 clusters Score -3272477 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3273571.250000 Penalty: 5159.777344
	Iteration 7F: 3 clusters Score -3273571 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3275028.750000 Penalty: 5159.777344
	Iteration 8F: 3 clusters Score -3275029 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3276754.750000 Penalty: 5159.777344
	Iteration 9F: 3 clusters Score -3276755 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3278521.500000 Penalty: 5159.777344
	Iteration 10F: 3 clusters Score -3278522 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3279891.000000 Penalty: 5159.777344
	Iteration 11Q: 3 clusters Score -3279891 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3280724.750000 Penalty: 5159.777344
	Iteration 12Q: 3 clusters Score -3280725 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3281210.250000 Penalty: 5159.777344
	Iteration 13Q: 3 clusters Score -3281210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3281429.000000 Penalty: 5159.777344
	Iteration 14Q: 3 clusters Score -3281429 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -3281562.500000 Penalty: 5159.777344
	Iteration 15Q: 3 clusters Score -3281562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3281621.500000 Penalty: 5159.777344
	Iteration 16Q: 3 clusters Score -3281622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3281655.250000 Penalty: 5159.777344
	Iteration 17Q: 3 clusters Score -3281655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3281684.750000 Penalty: 5159.777344
	Iteration 18Q: 3 clusters Score -3281685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3281722.750000 Penalty: 5159.777344
	Iteration 19Q: 3 clusters Score -3281723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3281743.250000 Penalty: 5159.777344
	Iteration 20F: 3 clusters Score -3281743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -3281763.000000 Penalty: 5159.777344
	Iteration 21Q: 3 clusters Score -3281763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3281768.750000 Penalty: 5159.777344
	Iteration 22Q: 3 clusters Score -3281769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3281773.500000 Penalty: 5159.777344
	Iteration 23Q: 3 clusters Score -3281774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3281773.500000 Penalty: 5159.777344
	Iteration 24F: 3 clusters Score -3281774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -175083.890625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -175083.9 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 914 members 
Entering Unmasked Estep 
Score: -172610.171875 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -172610.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173162.500000 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -173162.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -173345.437500 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -173345.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -173472.609375 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -173472.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -173547.546875 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -173547.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173603.765625 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -173603.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -173654.390625 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -173654.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -173688.593750 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -173688.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -173718.953125 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -173719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173737.687500 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -173737.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173759.984375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -173760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -173774.750000 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -173774.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -173789.031250 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -173789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -173798.046875 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -173798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -173810.281250 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -173810.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173823.296875 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -173823.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173828.750000 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -173828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173838.765625 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -173838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -173849.937500 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -173849.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -173865.484375 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -173865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -173879.250000 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -173879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -173892.468750 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -173892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -173906.453125 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -173906.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -173924.609375 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -173924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -173946.062500 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -173946.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173959.375000 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -173959.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173970.781250 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -173970.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -173979.046875 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -173979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -173989.093750 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -173989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174001.203125 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -174001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -174005.875000 Penalty: 3730.573730
	Iteration 30Q: 3 clusters Score -174005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -174012.453125 Penalty: 3730.573730
	Iteration 31Q: 3 clusters Score -174012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -174022.343750 Penalty: 3730.573730
	Iteration 32Q: 3 clusters Score -174022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -174048.093750 Penalty: 3730.573730
	Iteration 33Q: 3 clusters Score -174048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -174068.078125 Penalty: 3730.573730
	Iteration 34Q: 3 clusters Score -174068.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -174085.296875 Penalty: 3730.573730
	Iteration 35Q: 3 clusters Score -174085.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -174106.359375 Penalty: 3730.573730
	Iteration 36Q: 3 clusters Score -174106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -174116.062500 Penalty: 3730.573730
	Iteration 37Q: 3 clusters Score -174116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -174122.875000 Penalty: 3730.573730
	Iteration 38Q: 3 clusters Score -174122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174125.843750 Penalty: 3730.573730
	Iteration 39Q: 3 clusters Score -174125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174129.609375 Penalty: 3730.573730
	Iteration 40F: 3 clusters Score -174129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174132.687500 Penalty: 3730.573730
	Iteration 41Q: 3 clusters Score -174132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174135.343750 Penalty: 3730.573730
	Iteration 42Q: 3 clusters Score -174135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174135.562500 Penalty: 3730.573730
	Iteration 43Q: 3 clusters Score -174135.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174135.562500 Penalty: 3730.573730
	Iteration 44F: 3 clusters Score -174135.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -244592.781250 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -244592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -241678.953125 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -241679 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -242185.062500 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -242185.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242327.421875 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -242327.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242408.078125 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -242408.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242454.671875 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -242454.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242487.484375 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -242487.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -242511.656250 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -242511.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242532.875000 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -242532.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -242549.375000 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -242549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242561.640625 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -242561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -242569.625000 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -242569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242576.031250 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -242576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -242581.234375 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -242581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -242584.312500 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -242584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -242587.937500 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -242587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242591.015625 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -242591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242598.000000 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -242598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -242602.718750 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -242602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242606.062500 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -242606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242608.437500 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -242608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -242610.484375 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -242610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242611.734375 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -242611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -242612.390625 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -242612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -242613.515625 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -242613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242614.109375 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -242614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242614.109375 Penalty: 3856.953125
	Iteration 25F: 3 clusters Score -242614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Entering Unmasked Estep 
Score: -444469.031250 Penalty: 2084.531006
	Iteration 0F: 2 clusters Score -444469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -440372.156250 Penalty: 4169.062012
	Iteration 0F: 3 clusters Score -440372.2 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -441352.093750 Penalty: 4169.062012
	Iteration 1F: 3 clusters Score -441352.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -441574.687500 Penalty: 4169.062012
	Iteration 2F: 3 clusters Score -441574.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -441720.281250 Penalty: 4169.062012
	Iteration 3F: 3 clusters Score -441720.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -441835.718750 Penalty: 4169.062012
	Iteration 4Q: 3 clusters Score -441835.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -441946.531250 Penalty: 4169.062012
	Iteration 5Q: 3 clusters Score -441946.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -442031.875000 Penalty: 4169.062012
	Iteration 6Q: 3 clusters Score -442031.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -442106.593750 Penalty: 4169.062012
	Iteration 7Q: 3 clusters Score -442106.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -442173.125000 Penalty: 4169.062012
	Iteration 8Q: 3 clusters Score -442173.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -442221.718750 Penalty: 4169.062012
	Iteration 9Q: 3 clusters Score -442221.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -442265.343750 Penalty: 4169.062012
	Iteration 10Q: 3 clusters Score -442265.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -442304.437500 Penalty: 4169.062012
	Iteration 11Q: 3 clusters Score -442304.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -442342.375000 Penalty: 4169.062012
	Iteration 12Q: 3 clusters Score -442342.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -442384.562500 Penalty: 4169.062012
	Iteration 13Q: 3 clusters Score -442384.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -442425.093750 Penalty: 4169.062012
	Iteration 14Q: 3 clusters Score -442425.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -442457.687500 Penalty: 4169.062012
	Iteration 15Q: 3 clusters Score -442457.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -442483.968750 Penalty: 4169.062012
	Iteration 16Q: 3 clusters Score -442484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -442506.968750 Penalty: 4169.062012
	Iteration 17Q: 3 clusters Score -442507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -442528.062500 Penalty: 4169.062012
	Iteration 18Q: 3 clusters Score -442528.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -442547.562500 Penalty: 4169.062012
	Iteration 19Q: 3 clusters Score -442547.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -442569.125000 Penalty: 4169.062012
	Iteration 20F: 3 clusters Score -442569.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -442589.812500 Penalty: 4169.062012
	Iteration 21Q: 3 clusters Score -442589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -442607.062500 Penalty: 4169.062012
	Iteration 22Q: 3 clusters Score -442607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -442620.125000 Penalty: 4169.062012
	Iteration 23Q: 3 clusters Score -442620.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -442630.312500 Penalty: 4169.062012
	Iteration 24Q: 3 clusters Score -442630.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -442642.906250 Penalty: 4169.062012
	Iteration 25Q: 3 clusters Score -442642.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -442653.750000 Penalty: 4169.062012
	Iteration 26Q: 3 clusters Score -442653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -442659.500000 Penalty: 4169.062012
	Iteration 27Q: 3 clusters Score -442659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -442663.687500 Penalty: 4169.062012
	Iteration 28Q: 3 clusters Score -442663.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -442669.812500 Penalty: 4169.062012
	Iteration 29Q: 3 clusters Score -442669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -442674.406250 Penalty: 4169.062012
	Iteration 30Q: 3 clusters Score -442674.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -442679.937500 Penalty: 4169.062012
	Iteration 31Q: 3 clusters Score -442679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -442684.656250 Penalty: 4169.062012
	Iteration 32Q: 3 clusters Score -442684.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -442689.406250 Penalty: 4169.062012
	Iteration 33Q: 3 clusters Score -442689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -442692.750000 Penalty: 4169.062012
	Iteration 34Q: 3 clusters Score -442692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -442694.687500 Penalty: 4169.062012
	Iteration 35Q: 3 clusters Score -442694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -442695.687500 Penalty: 4169.062012
	Iteration 36Q: 3 clusters Score -442695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -442696.000000 Penalty: 4169.062012
	Iteration 37Q: 3 clusters Score -442696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -442696.000000 Penalty: 4169.062012
	Iteration 38F: 3 clusters Score -442696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -542350.750000 Penalty: 2146.838623
	Iteration 0F: 2 clusters Score -542350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -537427.562500 Penalty: 4293.677246
	Iteration 0F: 3 clusters Score -537427.6 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -538696.187500 Penalty: 4293.677246
	Iteration 1F: 3 clusters Score -538696.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -539032.562500 Penalty: 4293.677246
	Iteration 2F: 3 clusters Score -539032.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -539283.250000 Penalty: 4293.677246
	Iteration 3F: 3 clusters Score -539283.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -539520.875000 Penalty: 4293.677246
	Iteration 4F: 3 clusters Score -539520.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -539761.375000 Penalty: 4293.677246
	Iteration 5F: 3 clusters Score -539761.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -540002.250000 Penalty: 4293.677246
	Iteration 6F: 3 clusters Score -540002.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -540169.062500 Penalty: 4293.677246
	Iteration 7Q: 3 clusters Score -540169.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -540283.937500 Penalty: 4293.677246
	Iteration 8Q: 3 clusters Score -540283.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -540368.625000 Penalty: 4293.677246
	Iteration 9Q: 3 clusters Score -540368.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -540431.875000 Penalty: 4293.677246
	Iteration 10Q: 3 clusters Score -540431.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -540476.187500 Penalty: 4293.677246
	Iteration 11Q: 3 clusters Score -540476.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -540511.312500 Penalty: 4293.677246
	Iteration 12Q: 3 clusters Score -540511.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -540540.312500 Penalty: 4293.677246
	Iteration 13Q: 3 clusters Score -540540.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -540563.312500 Penalty: 4293.677246
	Iteration 14Q: 3 clusters Score -540563.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -540579.812500 Penalty: 4293.677246
	Iteration 15Q: 3 clusters Score -540579.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -540594.750000 Penalty: 4293.677246
	Iteration 16Q: 3 clusters Score -540594.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -540607.437500 Penalty: 4293.677246
	Iteration 17Q: 3 clusters Score -540607.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -540615.812500 Penalty: 4293.677246
	Iteration 18Q: 3 clusters Score -540615.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -540623.875000 Penalty: 4293.677246
	Iteration 19Q: 3 clusters Score -540623.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -540628.375000 Penalty: 4293.677246
	Iteration 20F: 3 clusters Score -540628.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -540632.875000 Penalty: 4293.677246
	Iteration 21Q: 3 clusters Score -540632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -540637.125000 Penalty: 4293.677246
	Iteration 22Q: 3 clusters Score -540637.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -540642.625000 Penalty: 4293.677246
	Iteration 23Q: 3 clusters Score -540642.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -540647.312500 Penalty: 4293.677246
	Iteration 24Q: 3 clusters Score -540647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -540650.312500 Penalty: 4293.677246
	Iteration 25Q: 3 clusters Score -540650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -540653.500000 Penalty: 4293.677246
	Iteration 26Q: 3 clusters Score -540653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -540655.062500 Penalty: 4293.677246
	Iteration 27Q: 3 clusters Score -540655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -540655.812500 Penalty: 4293.677246
	Iteration 28Q: 3 clusters Score -540655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -540655.687500 Penalty: 4293.677246
	Iteration 29Q: 3 clusters Score -540655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -540656.562500 Penalty: 4293.677246
	Iteration 30Q: 3 clusters Score -540656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -540655.750000 Penalty: 4293.677246
	Iteration 31Q: 3 clusters Score -540655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -540655.500000 Penalty: 4293.677246
	Iteration 32Q: 3 clusters Score -540655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -540656.687500 Penalty: 4293.677246
	Iteration 33Q: 3 clusters Score -540656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -540656.687500 Penalty: 4293.677246
	Iteration 34F: 3 clusters Score -540656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -52462.894531 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -52462.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50852.781250 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -50852.78 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51055.078125 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -51055.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51115.542969 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -51115.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51141.816406 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -51141.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51157.890625 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -51157.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51170.183594 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -51170.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51176.765625 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -51176.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51191.765625 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -51191.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51193.777344 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -51193.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51193.777344 Penalty: 3143.065674
	Iteration 9F: 3 clusters Score -51193.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -563958.187500 Penalty: 2155.737549
	Iteration 0F: 2 clusters Score -563958.2 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 3033 members 
Entering Unmasked Estep 
Score: -558861.000000 Penalty: 4311.475098
	Iteration 0F: 3 clusters Score -558861 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -560254.312500 Penalty: 4311.475098
	Iteration 1F: 3 clusters Score -560254.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -560560.000000 Penalty: 4311.475098
	Iteration 2F: 3 clusters Score -560560 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -560780.687500 Penalty: 4311.475098
	Iteration 3F: 3 clusters Score -560780.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -560946.875000 Penalty: 4311.475098
	Iteration 4Q: 3 clusters Score -560946.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -561094.562500 Penalty: 4311.475098
	Iteration 5Q: 3 clusters Score -561094.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -561226.812500 Penalty: 4311.475098
	Iteration 6Q: 3 clusters Score -561226.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -561344.437500 Penalty: 4311.475098
	Iteration 7Q: 3 clusters Score -561344.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -561448.750000 Penalty: 4311.475098
	Iteration 8Q: 3 clusters Score -561448.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -561553.375000 Penalty: 4311.475098
	Iteration 9Q: 3 clusters Score -561553.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -561642.750000 Penalty: 4311.475098
	Iteration 10Q: 3 clusters Score -561642.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -561724.187500 Penalty: 4311.475098
	Iteration 11Q: 3 clusters Score -561724.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -561811.500000 Penalty: 4311.475098
	Iteration 12Q: 3 clusters Score -561811.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -561884.437500 Penalty: 4311.475098
	Iteration 13Q: 3 clusters Score -561884.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -561939.312500 Penalty: 4311.475098
	Iteration 14Q: 3 clusters Score -561939.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -561976.562500 Penalty: 4311.475098
	Iteration 15Q: 3 clusters Score -561976.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -562006.500000 Penalty: 4311.475098
	Iteration 16Q: 3 clusters Score -562006.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -562033.062500 Penalty: 4311.475098
	Iteration 17Q: 3 clusters Score -562033.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -562059.187500 Penalty: 4311.475098
	Iteration 18Q: 3 clusters Score -562059.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -562085.375000 Penalty: 4311.475098
	Iteration 19Q: 3 clusters Score -562085.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -562107.937500 Penalty: 4311.475098
	Iteration 20F: 3 clusters Score -562107.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -562133.187500 Penalty: 4311.475098
	Iteration 21Q: 3 clusters Score -562133.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -562159.250000 Penalty: 4311.475098
	Iteration 22Q: 3 clusters Score -562159.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -562197.687500 Penalty: 4311.475098
	Iteration 23Q: 3 clusters Score -562197.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -562227.000000 Penalty: 4311.475098
	Iteration 24Q: 3 clusters Score -562227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -562254.250000 Penalty: 4311.475098
	Iteration 25Q: 3 clusters Score -562254.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -562269.000000 Penalty: 4311.475098
	Iteration 26Q: 3 clusters Score -562269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -562281.625000 Penalty: 4311.475098
	Iteration 27Q: 3 clusters Score -562281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -562292.000000 Penalty: 4311.475098
	Iteration 28Q: 3 clusters Score -562292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -562309.062500 Penalty: 4311.475098
	Iteration 29Q: 3 clusters Score -562309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -562322.312500 Penalty: 4311.475098
	Iteration 30Q: 3 clusters Score -562322.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -562334.500000 Penalty: 4311.475098
	Iteration 31Q: 3 clusters Score -562334.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -562344.687500 Penalty: 4311.475098
	Iteration 32Q: 3 clusters Score -562344.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -562353.375000 Penalty: 4311.475098
	Iteration 33Q: 3 clusters Score -562353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -562355.562500 Penalty: 4311.475098
	Iteration 34Q: 3 clusters Score -562355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -562361.250000 Penalty: 4311.475098
	Iteration 35Q: 3 clusters Score -562361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -562364.875000 Penalty: 4311.475098
	Iteration 36Q: 3 clusters Score -562364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -562367.937500 Penalty: 4311.475098
	Iteration 37Q: 3 clusters Score -562367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -562370.625000 Penalty: 4311.475098
	Iteration 38Q: 3 clusters Score -562370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -562374.250000 Penalty: 4311.475098
	Iteration 39Q: 3 clusters Score -562374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -562376.500000 Penalty: 4311.475098
	Iteration 40F: 3 clusters Score -562376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -562379.062500 Penalty: 4311.475098
	Iteration 41Q: 3 clusters Score -562379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -562381.437500 Penalty: 4311.475098
	Iteration 42Q: 3 clusters Score -562381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -562384.312500 Penalty: 4311.475098
	Iteration 43Q: 3 clusters Score -562384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -562387.750000 Penalty: 4311.475098
	Iteration 44Q: 3 clusters Score -562387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -562387.875000 Penalty: 4311.475098
	Iteration 45Q: 3 clusters Score -562387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -562393.625000 Penalty: 4311.475098
	Iteration 46Q: 3 clusters Score -562393.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -562400.562500 Penalty: 4311.475098
	Iteration 47Q: 3 clusters Score -562400.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -562405.000000 Penalty: 4311.475098
	Iteration 48Q: 3 clusters Score -562405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -562407.625000 Penalty: 4311.475098
	Iteration 49Q: 3 clusters Score -562407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -562409.000000 Penalty: 4311.475098
	Iteration 50Q: 3 clusters Score -562409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -562409.000000 Penalty: 4311.475098
	Iteration 51F: 3 clusters Score -562409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -330568.781250 Penalty: 2060.739014
	Iteration 0F: 2 clusters Score -330568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -326677.375000 Penalty: 4121.478027
	Iteration 0F: 3 clusters Score -326677.4 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -327785.312500 Penalty: 4121.478027
	Iteration 1F: 3 clusters Score -327785.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -328106.718750 Penalty: 4121.478027
	Iteration 2F: 3 clusters Score -328106.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -328387.875000 Penalty: 4121.478027
	Iteration 3F: 3 clusters Score -328387.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328675.250000 Penalty: 4121.478027
	Iteration 4F: 3 clusters Score -328675.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -328857.593750 Penalty: 4121.478027
	Iteration 5Q: 3 clusters Score -328857.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -328961.562500 Penalty: 4121.478027
	Iteration 6Q: 3 clusters Score -328961.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -329041.156250 Penalty: 4121.478027
	Iteration 7Q: 3 clusters Score -329041.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329103.750000 Penalty: 4121.478027
	Iteration 8Q: 3 clusters Score -329103.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -329159.250000 Penalty: 4121.478027
	Iteration 9Q: 3 clusters Score -329159.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -329197.968750 Penalty: 4121.478027
	Iteration 10Q: 3 clusters Score -329198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -329228.531250 Penalty: 4121.478027
	Iteration 11Q: 3 clusters Score -329228.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -329249.843750 Penalty: 4121.478027
	Iteration 12Q: 3 clusters Score -329249.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -329273.531250 Penalty: 4121.478027
	Iteration 13Q: 3 clusters Score -329273.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -329289.718750 Penalty: 4121.478027
	Iteration 14Q: 3 clusters Score -329289.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -329309.906250 Penalty: 4121.478027
	Iteration 15Q: 3 clusters Score -329309.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -329322.125000 Penalty: 4121.478027
	Iteration 16Q: 3 clusters Score -329322.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -329330.843750 Penalty: 4121.478027
	Iteration 17Q: 3 clusters Score -329330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -329340.093750 Penalty: 4121.478027
	Iteration 18Q: 3 clusters Score -329340.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -329344.437500 Penalty: 4121.478027
	Iteration 19Q: 3 clusters Score -329344.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -329347.031250 Penalty: 4121.478027
	Iteration 20F: 3 clusters Score -329347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -329346.875000 Penalty: 4121.478027
	Iteration 21Q: 3 clusters Score -329346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -329346.968750 Penalty: 4121.478027
	Iteration 22Q: 3 clusters Score -329347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -329348.156250 Penalty: 4121.478027
	Iteration 23Q: 3 clusters Score -329348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -329348.125000 Penalty: 4121.478027
	Iteration 24Q: 3 clusters Score -329348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329348.750000 Penalty: 4121.478027
	Iteration 25Q: 3 clusters Score -329348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329349.125000 Penalty: 4121.478027
	Iteration 26Q: 3 clusters Score -329349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -329349.687500 Penalty: 4121.478027
	Iteration 27Q: 3 clusters Score -329349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -329350.156250 Penalty: 4121.478027
	Iteration 28Q: 3 clusters Score -329350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -329350.656250 Penalty: 4121.478027
	Iteration 29Q: 3 clusters Score -329350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -329353.312500 Penalty: 4121.478027
	Iteration 30Q: 3 clusters Score -329353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -329356.437500 Penalty: 4121.478027
	Iteration 31Q: 3 clusters Score -329356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -329362.718750 Penalty: 4121.478027
	Iteration 32Q: 3 clusters Score -329362.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -329370.968750 Penalty: 4121.478027
	Iteration 33Q: 3 clusters Score -329371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -329379.718750 Penalty: 4121.478027
	Iteration 34Q: 3 clusters Score -329379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -329389.343750 Penalty: 4121.478027
	Iteration 35Q: 3 clusters Score -329389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -329399.218750 Penalty: 4121.478027
	Iteration 36Q: 3 clusters Score -329399.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -329406.875000 Penalty: 4121.478027
	Iteration 37Q: 3 clusters Score -329406.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -329411.718750 Penalty: 4121.478027
	Iteration 38Q: 3 clusters Score -329411.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -329417.531250 Penalty: 4121.478027
	Iteration 39Q: 3 clusters Score -329417.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -329422.625000 Penalty: 4121.478027
	Iteration 40F: 3 clusters Score -329422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -329428.062500 Penalty: 4121.478027
	Iteration 41Q: 3 clusters Score -329428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -329432.375000 Penalty: 4121.478027
	Iteration 42Q: 3 clusters Score -329432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -329436.187500 Penalty: 4121.478027
	Iteration 43Q: 3 clusters Score -329436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -329439.000000 Penalty: 4121.478027
	Iteration 44Q: 3 clusters Score -329439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -329441.718750 Penalty: 4121.478027
	Iteration 45Q: 3 clusters Score -329441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -329442.406250 Penalty: 4121.478027
	Iteration 46Q: 3 clusters Score -329442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -329442.593750 Penalty: 4121.478027
	Iteration 47Q: 3 clusters Score -329442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -329443.968750 Penalty: 4121.478027
	Iteration 48Q: 3 clusters Score -329444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -329444.593750 Penalty: 4121.478027
	Iteration 49Q: 3 clusters Score -329444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -329444.906250 Penalty: 4121.478027
	Iteration 50Q: 3 clusters Score -329444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -329446.937500 Penalty: 4121.478027
	Iteration 51Q: 3 clusters Score -329446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -329447.531250 Penalty: 4121.478027
	Iteration 52Q: 3 clusters Score -329447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -329447.406250 Penalty: 4121.478027
	Iteration 53Q: 3 clusters Score -329447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -329448.875000 Penalty: 4121.478027
	Iteration 54Q: 3 clusters Score -329448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -329449.093750 Penalty: 4121.478027
	Iteration 55Q: 3 clusters Score -329449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -329449.625000 Penalty: 4121.478027
	Iteration 56Q: 3 clusters Score -329449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -329449.625000 Penalty: 4121.478027
	Iteration 57F: 3 clusters Score -329449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -376164.250000 Penalty: 2048.345703
	Iteration 0F: 2 clusters Score -376164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -372380.000000 Penalty: 4096.691406
	Iteration 0F: 3 clusters Score -372380 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -373259.718750 Penalty: 4096.691406
	Iteration 1F: 3 clusters Score -373259.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -373547.312500 Penalty: 4096.691406
	Iteration 2F: 3 clusters Score -373547.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -373816.312500 Penalty: 4096.691406
	Iteration 3F: 3 clusters Score -373816.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -374114.843750 Penalty: 4096.691406
	Iteration 4F: 3 clusters Score -374114.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -374427.875000 Penalty: 4096.691406
	Iteration 5F: 3 clusters Score -374427.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -374700.875000 Penalty: 4096.691406
	Iteration 6F: 3 clusters Score -374700.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -374919.031250 Penalty: 4096.691406
	Iteration 7Q: 3 clusters Score -374919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -375047.187500 Penalty: 4096.691406
	Iteration 8Q: 3 clusters Score -375047.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -375110.187500 Penalty: 4096.691406
	Iteration 9Q: 3 clusters Score -375110.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -375150.625000 Penalty: 4096.691406
	Iteration 10Q: 3 clusters Score -375150.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -375184.406250 Penalty: 4096.691406
	Iteration 11Q: 3 clusters Score -375184.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -375205.906250 Penalty: 4096.691406
	Iteration 12Q: 3 clusters Score -375205.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -375217.093750 Penalty: 4096.691406
	Iteration 13Q: 3 clusters Score -375217.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -375224.218750 Penalty: 4096.691406
	Iteration 14Q: 3 clusters Score -375224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -375228.375000 Penalty: 4096.691406
	Iteration 15Q: 3 clusters Score -375228.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -375234.843750 Penalty: 4096.691406
	Iteration 16Q: 3 clusters Score -375234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -375240.562500 Penalty: 4096.691406
	Iteration 17Q: 3 clusters Score -375240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -375243.000000 Penalty: 4096.691406
	Iteration 18Q: 3 clusters Score -375243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -375245.156250 Penalty: 4096.691406
	Iteration 19Q: 3 clusters Score -375245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -375248.218750 Penalty: 4096.691406
	Iteration 20F: 3 clusters Score -375248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -375250.343750 Penalty: 4096.691406
	Iteration 21Q: 3 clusters Score -375250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -375250.937500 Penalty: 4096.691406
	Iteration 22Q: 3 clusters Score -375250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -375252.656250 Penalty: 4096.691406
	Iteration 23Q: 3 clusters Score -375252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -375252.562500 Penalty: 4096.691406
	Iteration 24Q: 3 clusters Score -375252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -375253.968750 Penalty: 4096.691406
	Iteration 25Q: 3 clusters Score -375254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -375255.750000 Penalty: 4096.691406
	Iteration 26Q: 3 clusters Score -375255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -375258.343750 Penalty: 4096.691406
	Iteration 27Q: 3 clusters Score -375258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -375259.906250 Penalty: 4096.691406
	Iteration 28Q: 3 clusters Score -375259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -375260.625000 Penalty: 4096.691406
	Iteration 29Q: 3 clusters Score -375260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -375262.687500 Penalty: 4096.691406
	Iteration 30Q: 3 clusters Score -375262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -375263.250000 Penalty: 4096.691406
	Iteration 31Q: 3 clusters Score -375263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -375263.875000 Penalty: 4096.691406
	Iteration 32Q: 3 clusters Score -375263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -375263.750000 Penalty: 4096.691406
	Iteration 33Q: 3 clusters Score -375263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -375263.750000 Penalty: 4096.691406
	Iteration 34F: 3 clusters Score -375263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -937241.312500 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -937241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -930273.687500 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -930273.7 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -932181.187500 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -932181.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -932511.937500 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -932511.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -932798.562500 Penalty: 4511.697266
	Iteration 3F: 3 clusters Score -932798.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -933092.562500 Penalty: 4511.697266
	Iteration 4F: 3 clusters Score -933092.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -933369.812500 Penalty: 4511.697266
	Iteration 5F: 3 clusters Score -933369.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -933670.812500 Penalty: 4511.697266
	Iteration 6F: 3 clusters Score -933670.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -933987.187500 Penalty: 4511.697266
	Iteration 7F: 3 clusters Score -933987.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -934321.000000 Penalty: 4511.697266
	Iteration 8F: 3 clusters Score -934321 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -934594.687500 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -934594.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -934773.687500 Penalty: 4511.697266
	Iteration 10Q: 3 clusters Score -934773.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -934890.062500 Penalty: 4511.697266
	Iteration 11Q: 3 clusters Score -934890.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -934967.375000 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -934967.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -935029.062500 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -935029.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -935076.562500 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -935076.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -935118.250000 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -935118.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -935164.562500 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -935164.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -935198.000000 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -935198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -935221.187500 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -935221.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -935244.500000 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -935244.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -935262.937500 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -935262.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -935270.937500 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -935270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -935278.312500 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -935278.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -935287.625000 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -935287.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -935293.312500 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -935293.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -935298.062500 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -935298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -935300.437500 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -935300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -935307.812500 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -935307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -935314.437500 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -935314.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -935319.562500 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -935319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -935324.437500 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -935324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -935326.375000 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -935326.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -935332.000000 Penalty: 4511.697266
	Iteration 32Q: 3 clusters Score -935332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -935334.312500 Penalty: 4511.697266
	Iteration 33Q: 3 clusters Score -935334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -935335.125000 Penalty: 4511.697266
	Iteration 34Q: 3 clusters Score -935335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -935334.500000 Penalty: 4511.697266
	Iteration 35Q: 3 clusters Score -935334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -935335.937500 Penalty: 4511.697266
	Iteration 36Q: 3 clusters Score -935335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -935339.500000 Penalty: 4511.697266
	Iteration 37Q: 3 clusters Score -935339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -935340.875000 Penalty: 4511.697266
	Iteration 38Q: 3 clusters Score -935340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -935341.687500 Penalty: 4511.697266
	Iteration 39Q: 3 clusters Score -935341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -935341.812500 Penalty: 4511.697266
	Iteration 40F: 3 clusters Score -935341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -935341.812500 Penalty: 4511.697266
	Iteration 41Q: 3 clusters Score -935341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -935340.750000 Penalty: 4511.697266
	Iteration 42Q: 3 clusters Score -935340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -935341.750000 Penalty: 4511.697266
	Iteration 43Q: 3 clusters Score -935341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -935342.687500 Penalty: 4511.697266
	Iteration 44Q: 3 clusters Score -935342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -935342.687500 Penalty: 4511.697266
	Iteration 45Q: 3 clusters Score -935342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -935344.062500 Penalty: 4511.697266
	Iteration 46Q: 3 clusters Score -935344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -935344.875000 Penalty: 4511.697266
	Iteration 47Q: 3 clusters Score -935344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -935344.437500 Penalty: 4511.697266
	Iteration 48Q: 3 clusters Score -935344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -935347.750000 Penalty: 4511.697266
	Iteration 49Q: 3 clusters Score -935347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -935348.500000 Penalty: 4511.697266
	Iteration 50Q: 3 clusters Score -935348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -935350.875000 Penalty: 4511.697266
	Iteration 51Q: 3 clusters Score -935350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -935351.437500 Penalty: 4511.697266
	Iteration 52Q: 3 clusters Score -935351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -935351.875000 Penalty: 4511.697266
	Iteration 53Q: 3 clusters Score -935351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -935355.500000 Penalty: 4511.697266
	Iteration 54Q: 3 clusters Score -935355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -935355.937500 Penalty: 4511.697266
	Iteration 55Q: 3 clusters Score -935355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -935357.937500 Penalty: 4511.697266
	Iteration 56Q: 3 clusters Score -935357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -935357.750000 Penalty: 4511.697266
	Iteration 57Q: 3 clusters Score -935357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -935359.312500 Penalty: 4511.697266
	Iteration 58Q: 3 clusters Score -935359.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -935359.000000 Penalty: 4511.697266
	Iteration 59Q: 3 clusters Score -935359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -935360.312500 Penalty: 4511.697266
	Iteration 60F: 3 clusters Score -935360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -935361.250000 Penalty: 4511.697266
	Iteration 61Q: 3 clusters Score -935361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -935361.125000 Penalty: 4511.697266
	Iteration 62Q: 3 clusters Score -935361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -935361.937500 Penalty: 4511.697266
	Iteration 63Q: 3 clusters Score -935361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -935360.687500 Penalty: 4511.697266
	Iteration 64Q: 3 clusters Score -935360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -935361.375000 Penalty: 4511.697266
	Iteration 65Q: 3 clusters Score -935361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -935363.125000 Penalty: 4511.697266
	Iteration 66Q: 3 clusters Score -935363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -935362.250000 Penalty: 4511.697266
	Iteration 67Q: 3 clusters Score -935362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -935363.687500 Penalty: 4511.697266
	Iteration 68Q: 3 clusters Score -935363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -935362.125000 Penalty: 4511.697266
	Iteration 69Q: 3 clusters Score -935362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -935362.125000 Penalty: 4511.697266
	Iteration 70F: 3 clusters Score -935362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Entering Unmasked Estep 
Score: -3286577.000000 Penalty: 2600.502930
	Iteration 0F: 2 clusters Score -3286577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3262186.750000 Penalty: 5201.005859
	Iteration 0F: 3 clusters Score -3262187 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3271434.500000 Penalty: 5201.005859
	Iteration 1F: 3 clusters Score -3271434 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3272305.250000 Penalty: 5201.005859
	Iteration 2F: 3 clusters Score -3272305 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3273297.750000 Penalty: 5201.005859
	Iteration 3F: 3 clusters Score -3273298 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3274470.250000 Penalty: 5201.005859
	Iteration 4F: 3 clusters Score -3274470 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3275866.750000 Penalty: 5201.005859
	Iteration 5F: 3 clusters Score -3275867 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3277420.500000 Penalty: 5201.005859
	Iteration 6F: 3 clusters Score -3277420 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3278845.250000 Penalty: 5201.005859
	Iteration 7F: 3 clusters Score -3278845 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3280300.250000 Penalty: 5201.005859
	Iteration 8F: 3 clusters Score -3280300 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3281547.500000 Penalty: 5201.005859
	Iteration 9Q: 3 clusters Score -3281548 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3282574.250000 Penalty: 5201.005859
	Iteration 10Q: 3 clusters Score -3282574 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3283399.250000 Penalty: 5201.005859
	Iteration 11Q: 3 clusters Score -3283399 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3283960.000000 Penalty: 5201.005859
	Iteration 12Q: 3 clusters Score -3283960 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3284316.000000 Penalty: 5201.005859
	Iteration 13Q: 3 clusters Score -3284316 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3284549.250000 Penalty: 5201.005859
	Iteration 14Q: 3 clusters Score -3284549 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3284736.000000 Penalty: 5201.005859
	Iteration 15Q: 3 clusters Score -3284736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3284851.000000 Penalty: 5201.005859
	Iteration 16Q: 3 clusters Score -3284851 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3284938.250000 Penalty: 5201.005859
	Iteration 17Q: 3 clusters Score -3284938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3284986.750000 Penalty: 5201.005859
	Iteration 18Q: 3 clusters Score -3284987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3285029.250000 Penalty: 5201.005859
	Iteration 19Q: 3 clusters Score -3285029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3285070.000000 Penalty: 5201.005859
	Iteration 20F: 3 clusters Score -3285070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3285101.750000 Penalty: 5201.005859
	Iteration 21Q: 3 clusters Score -3285102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3285115.750000 Penalty: 5201.005859
	Iteration 22Q: 3 clusters Score -3285116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3285135.250000 Penalty: 5201.005859
	Iteration 23Q: 3 clusters Score -3285135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3285156.500000 Penalty: 5201.005859
	Iteration 24Q: 3 clusters Score -3285156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3285166.250000 Penalty: 5201.005859
	Iteration 25Q: 3 clusters Score -3285166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3285169.000000 Penalty: 5201.005859
	Iteration 26Q: 3 clusters Score -3285169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3285181.250000 Penalty: 5201.005859
	Iteration 27Q: 3 clusters Score -3285181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3285186.000000 Penalty: 5201.005859
	Iteration 28Q: 3 clusters Score -3285186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3285193.000000 Penalty: 5201.005859
	Iteration 29Q: 3 clusters Score -3285193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3285194.750000 Penalty: 5201.005859
	Iteration 30Q: 3 clusters Score -3285195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3285209.250000 Penalty: 5201.005859
	Iteration 31Q: 3 clusters Score -3285209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3285211.750000 Penalty: 5201.005859
	Iteration 32Q: 3 clusters Score -3285212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3285212.500000 Penalty: 5201.005859
	Iteration 33Q: 3 clusters Score -3285212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3285220.500000 Penalty: 5201.005859
	Iteration 34Q: 3 clusters Score -3285220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3285219.500000 Penalty: 5201.005859
	Iteration 35Q: 3 clusters Score -3285220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3285224.000000 Penalty: 5201.005859
	Iteration 36Q: 3 clusters Score -3285224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3285218.750000 Penalty: 5201.005859
	Iteration 37Q: 3 clusters Score -3285219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3285219.000000 Penalty: 5201.005859
	Iteration 38Q: 3 clusters Score -3285219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3285219.250000 Penalty: 5201.005859
	Iteration 39Q: 3 clusters Score -3285219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3285216.500000 Penalty: 5201.005859
	Iteration 40F: 3 clusters Score -3285216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3285220.750000 Penalty: 5201.005859
	Iteration 41Q: 3 clusters Score -3285221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3285225.000000 Penalty: 5201.005859
	Iteration 42Q: 3 clusters Score -3285225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3285225.000000 Penalty: 5201.005859
	Iteration 43F: 3 clusters Score -3285225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -344177.093750 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -344177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -340701.781250 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -340701.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -341482.125000 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -341482.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341650.625000 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -341650.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -341746.125000 Penalty: 4037.307129
	Iteration 3Q: 3 clusters Score -341746.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -341800.093750 Penalty: 4037.307129
	Iteration 4Q: 3 clusters Score -341800.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -341833.375000 Penalty: 4037.307129
	Iteration 5Q: 3 clusters Score -341833.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -341856.187500 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -341856.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -341873.375000 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -341873.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -341889.500000 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -341889.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -341901.718750 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -341901.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -341917.687500 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -341917.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -341933.312500 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -341933.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -341952.843750 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -341952.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -341970.187500 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -341970.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -341986.406250 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -341986.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -341998.437500 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -341998.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -342010.343750 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -342010.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -342027.312500 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -342027.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -342050.593750 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -342050.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -342067.656250 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -342067.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -342086.343750 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -342086.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -342104.812500 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -342104.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -342119.593750 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -342119.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -342127.406250 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -342127.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -342136.625000 Penalty: 4037.307129
	Iteration 24Q: 3 clusters Score -342136.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -342144.906250 Penalty: 4037.307129
	Iteration 25Q: 3 clusters Score -342144.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -342154.718750 Penalty: 4037.307129
	Iteration 26Q: 3 clusters Score -342154.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -342164.312500 Penalty: 4037.307129
	Iteration 27Q: 3 clusters Score -342164.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -342176.937500 Penalty: 4037.307129
	Iteration 28Q: 3 clusters Score -342176.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -342188.093750 Penalty: 4037.307129
	Iteration 29Q: 3 clusters Score -342188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -342202.625000 Penalty: 4037.307129
	Iteration 30Q: 3 clusters Score -342202.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -342221.312500 Penalty: 4037.307129
	Iteration 31Q: 3 clusters Score -342221.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -342236.968750 Penalty: 4037.307129
	Iteration 32Q: 3 clusters Score -342237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -342250.218750 Penalty: 4037.307129
	Iteration 33Q: 3 clusters Score -342250.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -342261.281250 Penalty: 4037.307129
	Iteration 34Q: 3 clusters Score -342261.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -342266.625000 Penalty: 4037.307129
	Iteration 35Q: 3 clusters Score -342266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -342268.406250 Penalty: 4037.307129
	Iteration 36Q: 3 clusters Score -342268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -342271.937500 Penalty: 4037.307129
	Iteration 37Q: 3 clusters Score -342271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -342275.343750 Penalty: 4037.307129
	Iteration 38Q: 3 clusters Score -342275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -342277.312500 Penalty: 4037.307129
	Iteration 39Q: 3 clusters Score -342277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -342280.312500 Penalty: 4037.307129
	Iteration 40F: 3 clusters Score -342280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -342283.562500 Penalty: 4037.307129
	Iteration 41Q: 3 clusters Score -342283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -342286.312500 Penalty: 4037.307129
	Iteration 42Q: 3 clusters Score -342286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -342288.468750 Penalty: 4037.307129
	Iteration 43Q: 3 clusters Score -342288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -342294.437500 Penalty: 4037.307129
	Iteration 44Q: 3 clusters Score -342294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -342299.125000 Penalty: 4037.307129
	Iteration 45Q: 3 clusters Score -342299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -342301.531250 Penalty: 4037.307129
	Iteration 46Q: 3 clusters Score -342301.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -342305.375000 Penalty: 4037.307129
	Iteration 47Q: 3 clusters Score -342305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342309.500000 Penalty: 4037.307129
	Iteration 48Q: 3 clusters Score -342309.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -342318.125000 Penalty: 4037.307129
	Iteration 49Q: 3 clusters Score -342318.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -342326.500000 Penalty: 4037.307129
	Iteration 50Q: 3 clusters Score -342326.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -342330.687500 Penalty: 4037.307129
	Iteration 51Q: 3 clusters Score -342330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -342336.468750 Penalty: 4037.307129
	Iteration 52Q: 3 clusters Score -342336.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -342341.843750 Penalty: 4037.307129
	Iteration 53Q: 3 clusters Score -342341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -342348.156250 Penalty: 4037.307129
	Iteration 54Q: 3 clusters Score -342348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -342353.593750 Penalty: 4037.307129
	Iteration 55Q: 3 clusters Score -342353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -342356.500000 Penalty: 4037.307129
	Iteration 56Q: 3 clusters Score -342356.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -342358.968750 Penalty: 4037.307129
	Iteration 57Q: 3 clusters Score -342359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -342361.250000 Penalty: 4037.307129
	Iteration 58Q: 3 clusters Score -342361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -342363.343750 Penalty: 4037.307129
	Iteration 59Q: 3 clusters Score -342363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -342365.593750 Penalty: 4037.307129
	Iteration 60F: 3 clusters Score -342365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -342368.812500 Penalty: 4037.307129
	Iteration 61Q: 3 clusters Score -342368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -342370.000000 Penalty: 4037.307129
	Iteration 62Q: 3 clusters Score -342370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -342370.281250 Penalty: 4037.307129
	Iteration 63Q: 3 clusters Score -342370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -342370.281250 Penalty: 4037.307129
	Iteration 64F: 3 clusters Score -342370.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -231281.328125 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -231281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -228426.796875 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -228426.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -228993.234375 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -228993.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229168.421875 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -229168.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229302.875000 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -229302.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229435.562500 Penalty: 3852.352783
	Iteration 4Q: 3 clusters Score -229435.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -229572.421875 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -229572.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229713.281250 Penalty: 3852.352783
	Iteration 6Q: 3 clusters Score -229713.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -229812.765625 Penalty: 3852.352783
	Iteration 7Q: 3 clusters Score -229812.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -229879.062500 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -229879.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -229922.218750 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -229922.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -229955.703125 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -229955.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229979.421875 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -229979.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -229989.609375 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -229989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -229995.593750 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -229995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -229999.781250 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -229999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -230000.390625 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -230000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -230000.562500 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -230000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -230000.562500 Penalty: 3852.352783
	Iteration 17F: 3 clusters Score -230000.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -638832.937500 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -638832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -633366.062500 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -633366.1 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -634848.625000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -634848.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -635199.062500 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -635199.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -635495.250000 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -635495.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -635754.750000 Penalty: 4351.521973
	Iteration 4F: 3 clusters Score -635754.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -635954.250000 Penalty: 4351.521973
	Iteration 5Q: 3 clusters Score -635954.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -636152.125000 Penalty: 4351.521973
	Iteration 6Q: 3 clusters Score -636152.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -636360.437500 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -636360.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -636545.187500 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -636545.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -636695.500000 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -636695.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -636830.062500 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -636830.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -636971.750000 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -636971.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -637119.250000 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -637119.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -637225.875000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -637225.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -637329.750000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -637329.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -637406.750000 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -637406.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -637455.125000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -637455.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -637484.187500 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -637484.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -637508.500000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -637508.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -637518.250000 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -637518.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -637524.125000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -637524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -637528.000000 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -637528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -637535.187500 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -637535.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -637540.187500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -637540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -637544.062500 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -637544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -637548.375000 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -637548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -637549.687500 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -637549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -637554.562500 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -637554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -637557.312500 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -637557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -637559.625000 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -637559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -637560.625000 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -637560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -637561.687500 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -637561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -637563.687500 Penalty: 4351.521973
	Iteration 32Q: 3 clusters Score -637563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -637566.375000 Penalty: 4351.521973
	Iteration 33Q: 3 clusters Score -637566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -637568.312500 Penalty: 4351.521973
	Iteration 34Q: 3 clusters Score -637568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -637569.687500 Penalty: 4351.521973
	Iteration 35Q: 3 clusters Score -637569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -637570.187500 Penalty: 4351.521973
	Iteration 36Q: 3 clusters Score -637570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -637574.687500 Penalty: 4351.521973
	Iteration 37Q: 3 clusters Score -637574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -637576.812500 Penalty: 4351.521973
	Iteration 38Q: 3 clusters Score -637576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -637578.687500 Penalty: 4351.521973
	Iteration 39Q: 3 clusters Score -637578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -637581.250000 Penalty: 4351.521973
	Iteration 40F: 3 clusters Score -637581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -637582.062500 Penalty: 4351.521973
	Iteration 41Q: 3 clusters Score -637582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -637582.062500 Penalty: 4351.521973
	Iteration 42F: 3 clusters Score -637582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -280383.906250 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -280383.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -277149.656250 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -277149.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -277843.125000 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -277843.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -278047.593750 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -278047.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -278145.625000 Penalty: 3967.840576
	Iteration 3Q: 3 clusters Score -278145.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -278201.781250 Penalty: 3967.840576
	Iteration 4Q: 3 clusters Score -278201.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -278249.875000 Penalty: 3967.840576
	Iteration 5Q: 3 clusters Score -278249.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -278282.125000 Penalty: 3967.840576
	Iteration 6Q: 3 clusters Score -278282.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -278308.468750 Penalty: 3967.840576
	Iteration 7Q: 3 clusters Score -278308.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -278328.468750 Penalty: 3967.840576
	Iteration 8Q: 3 clusters Score -278328.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -278344.375000 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -278344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -278359.406250 Penalty: 3967.840576
	Iteration 10Q: 3 clusters Score -278359.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -278372.750000 Penalty: 3967.840576
	Iteration 11Q: 3 clusters Score -278372.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -278390.406250 Penalty: 3967.840576
	Iteration 12Q: 3 clusters Score -278390.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -278408.437500 Penalty: 3967.840576
	Iteration 13Q: 3 clusters Score -278408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -278419.000000 Penalty: 3967.840576
	Iteration 14Q: 3 clusters Score -278419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -278430.750000 Penalty: 3967.840576
	Iteration 15Q: 3 clusters Score -278430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -278446.125000 Penalty: 3967.840576
	Iteration 16Q: 3 clusters Score -278446.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -278462.375000 Penalty: 3967.840576
	Iteration 17Q: 3 clusters Score -278462.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -278473.843750 Penalty: 3967.840576
	Iteration 18Q: 3 clusters Score -278473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -278480.031250 Penalty: 3967.840576
	Iteration 19Q: 3 clusters Score -278480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -278486.000000 Penalty: 3967.840576
	Iteration 20F: 3 clusters Score -278486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -278493.968750 Penalty: 3967.840576
	Iteration 21Q: 3 clusters Score -278494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -278500.812500 Penalty: 3967.840576
	Iteration 22Q: 3 clusters Score -278500.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -278506.187500 Penalty: 3967.840576
	Iteration 23Q: 3 clusters Score -278506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -278510.562500 Penalty: 3967.840576
	Iteration 24Q: 3 clusters Score -278510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -278513.687500 Penalty: 3967.840576
	Iteration 25Q: 3 clusters Score -278513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -278516.687500 Penalty: 3967.840576
	Iteration 26Q: 3 clusters Score -278516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -278519.500000 Penalty: 3967.840576
	Iteration 27Q: 3 clusters Score -278519.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -278521.687500 Penalty: 3967.840576
	Iteration 28Q: 3 clusters Score -278521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -278523.093750 Penalty: 3967.840576
	Iteration 29Q: 3 clusters Score -278523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -278524.468750 Penalty: 3967.840576
	Iteration 30Q: 3 clusters Score -278524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -278526.593750 Penalty: 3967.840576
	Iteration 31Q: 3 clusters Score -278526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -278530.562500 Penalty: 3967.840576
	Iteration 32Q: 3 clusters Score -278530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -278536.031250 Penalty: 3967.840576
	Iteration 33Q: 3 clusters Score -278536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -278543.750000 Penalty: 3967.840576
	Iteration 34Q: 3 clusters Score -278543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -278551.468750 Penalty: 3967.840576
	Iteration 35Q: 3 clusters Score -278551.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -278556.937500 Penalty: 3967.840576
	Iteration 36Q: 3 clusters Score -278556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -278560.531250 Penalty: 3967.840576
	Iteration 37Q: 3 clusters Score -278560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -278564.312500 Penalty: 3967.840576
	Iteration 38Q: 3 clusters Score -278564.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -278569.625000 Penalty: 3967.840576
	Iteration 39Q: 3 clusters Score -278569.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -278574.968750 Penalty: 3967.840576
	Iteration 40F: 3 clusters Score -278575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -278581.500000 Penalty: 3967.840576
	Iteration 41Q: 3 clusters Score -278581.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -278587.750000 Penalty: 3967.840576
	Iteration 42Q: 3 clusters Score -278587.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -278596.625000 Penalty: 3967.840576
	Iteration 43Q: 3 clusters Score -278596.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -278607.562500 Penalty: 3967.840576
	Iteration 44Q: 3 clusters Score -278607.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -278617.093750 Penalty: 3967.840576
	Iteration 45Q: 3 clusters Score -278617.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -278626.156250 Penalty: 3967.840576
	Iteration 46Q: 3 clusters Score -278626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -278638.093750 Penalty: 3967.840576
	Iteration 47Q: 3 clusters Score -278638.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -278649.531250 Penalty: 3967.840576
	Iteration 48Q: 3 clusters Score -278649.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -278661.468750 Penalty: 3967.840576
	Iteration 49Q: 3 clusters Score -278661.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -278672.593750 Penalty: 3967.840576
	Iteration 50Q: 3 clusters Score -278672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -278686.156250 Penalty: 3967.840576
	Iteration 51Q: 3 clusters Score -278686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -278700.500000 Penalty: 3967.840576
	Iteration 52Q: 3 clusters Score -278700.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -278713.000000 Penalty: 3967.840576
	Iteration 53Q: 3 clusters Score -278713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -278725.468750 Penalty: 3967.840576
	Iteration 54Q: 3 clusters Score -278725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -278738.281250 Penalty: 3967.840576
	Iteration 55Q: 3 clusters Score -278738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -278748.375000 Penalty: 3967.840576
	Iteration 56Q: 3 clusters Score -278748.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -278767.781250 Penalty: 3967.840576
	Iteration 57Q: 3 clusters Score -278767.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -278800.718750 Penalty: 3967.840576
	Iteration 58Q: 3 clusters Score -278800.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -278838.281250 Penalty: 3967.840576
	Iteration 59Q: 3 clusters Score -278838.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -278863.468750 Penalty: 3967.840576
	Iteration 60F: 3 clusters Score -278863.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -278879.062500 Penalty: 3967.840576
	Iteration 61Q: 3 clusters Score -278879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -278895.531250 Penalty: 3967.840576
	Iteration 62Q: 3 clusters Score -278895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -278907.687500 Penalty: 3967.840576
	Iteration 63Q: 3 clusters Score -278907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -278920.625000 Penalty: 3967.840576
	Iteration 64Q: 3 clusters Score -278920.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -278933.031250 Penalty: 3967.840576
	Iteration 65Q: 3 clusters Score -278933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -278943.250000 Penalty: 3967.840576
	Iteration 66Q: 3 clusters Score -278943.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -278947.656250 Penalty: 3967.840576
	Iteration 67Q: 3 clusters Score -278947.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -278949.343750 Penalty: 3967.840576
	Iteration 68Q: 3 clusters Score -278949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -278950.531250 Penalty: 3967.840576
	Iteration 69Q: 3 clusters Score -278950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -278951.281250 Penalty: 3967.840576
	Iteration 70Q: 3 clusters Score -278951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -278952.343750 Penalty: 3967.840576
	Iteration 71Q: 3 clusters Score -278952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -278953.437500 Penalty: 3967.840576
	Iteration 72Q: 3 clusters Score -278953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -278955.437500 Penalty: 3967.840576
	Iteration 73Q: 3 clusters Score -278955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -278956.093750 Penalty: 3967.840576
	Iteration 74Q: 3 clusters Score -278956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -278956.093750 Penalty: 3967.840576
	Iteration 75F: 3 clusters Score -278956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -717279.812500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -717279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -711436.562500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -711436.6 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -712960.000000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -712960 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -713241.437500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -713241.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -713467.437500 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -713467.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -713696.375000 Penalty: 4399.988281
	Iteration 4F: 3 clusters Score -713696.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -713936.750000 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -713936.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -714178.500000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -714178.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -714435.625000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -714435.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -714682.312500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -714682.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -714868.500000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -714868.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -715012.312500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -715012.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -715115.687500 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -715115.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -715199.625000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -715199.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -715269.687500 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -715269.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -715332.000000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -715332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -715368.375000 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -715368.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -715400.875000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -715400.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -715423.937500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -715423.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -715449.875000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -715449.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -715469.187500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -715469.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -715489.437500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -715489.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -715510.875000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -715510.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -715535.687500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -715535.7 nChanged 62
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: -715556.562500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -715556.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -715576.062500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -715576.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -715596.375000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -715596.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -715614.187500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -715614.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -715633.875000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -715633.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -715651.750000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -715651.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -715672.687500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -715672.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -715689.750000 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -715689.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -715701.125000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -715701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -715707.125000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -715707.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -715714.062500 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -715714.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -715718.750000 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -715718.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -715724.312500 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -715724.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -715728.687500 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -715728.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -715735.187500 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -715735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -715738.937500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -715738.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -715741.312500 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -715741.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -715742.437500 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -715742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -715747.375000 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -715747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -715752.875000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -715752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -715753.750000 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -715753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -715755.062500 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -715755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -715756.625000 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -715756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -715756.937500 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -715756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -715757.187500 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -715757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -715757.187500 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -715757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -715759.125000 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -715759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -715758.937500 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -715758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -715759.500000 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -715759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -715759.500000 Penalty: 4399.988281
	Iteration 52Q: 3 clusters Score -715759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -715759.187500 Penalty: 4399.988281
	Iteration 53Q: 3 clusters Score -715759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -715761.625000 Penalty: 4399.988281
	Iteration 54Q: 3 clusters Score -715761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -715762.875000 Penalty: 4399.988281
	Iteration 55Q: 3 clusters Score -715762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -715763.062500 Penalty: 4399.988281
	Iteration 56Q: 3 clusters Score -715763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -715764.437500 Penalty: 4399.988281
	Iteration 57Q: 3 clusters Score -715764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -715767.437500 Penalty: 4399.988281
	Iteration 58Q: 3 clusters Score -715767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -715766.812500 Penalty: 4399.988281
	Iteration 59Q: 3 clusters Score -715766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -715766.437500 Penalty: 4399.988281
	Iteration 60F: 3 clusters Score -715766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -715767.750000 Penalty: 4399.988281
	Iteration 61Q: 3 clusters Score -715767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -715767.750000 Penalty: 4399.988281
	Iteration 62F: 3 clusters Score -715767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -46500.488281 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -46500.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44978.769531 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -44978.77 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45166.652344 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -45166.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45234.464844 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -45234.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45279.468750 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -45279.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45302.164062 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -45302.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45312.503906 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -45312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45320.890625 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -45320.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45326.464844 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -45326.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45326.464844 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -45326.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (20492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Entering Unmasked Estep 
Score: -1896830.125000 Penalty: 2462.091797
	Iteration 0F: 2 clusters Score -1896830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1882382.625000 Penalty: 4924.183594
	Iteration 0F: 3 clusters Score -1882383 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1887682.250000 Penalty: 4924.183594
	Iteration 1F: 3 clusters Score -1887682 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1888692.875000 Penalty: 4924.183594
	Iteration 2F: 3 clusters Score -1888693 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1889811.375000 Penalty: 4924.183594
	Iteration 3F: 3 clusters Score -1889811 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1890773.750000 Penalty: 4924.183594
	Iteration 4F: 3 clusters Score -1890774 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1891581.375000 Penalty: 4924.183594
	Iteration 5F: 3 clusters Score -1891581 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1892216.500000 Penalty: 4924.183594
	Iteration 6F: 3 clusters Score -1892216 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1892645.375000 Penalty: 4924.183594
	Iteration 7Q: 3 clusters Score -1892645 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1892952.125000 Penalty: 4924.183594
	Iteration 8Q: 3 clusters Score -1892952 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1893217.250000 Penalty: 4924.183594
	Iteration 9Q: 3 clusters Score -1893217 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1893436.500000 Penalty: 4924.183594
	Iteration 10Q: 3 clusters Score -1893436 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1893659.500000 Penalty: 4924.183594
	Iteration 11Q: 3 clusters Score -1893660 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1893882.875000 Penalty: 4924.183594
	Iteration 12Q: 3 clusters Score -1893883 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1894083.500000 Penalty: 4924.183594
	Iteration 13Q: 3 clusters Score -1894084 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1894261.625000 Penalty: 4924.183594
	Iteration 14Q: 3 clusters Score -1894262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1894379.250000 Penalty: 4924.183594
	Iteration 15Q: 3 clusters Score -1894379 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1894488.500000 Penalty: 4924.183594
	Iteration 16Q: 3 clusters Score -1894488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1894555.000000 Penalty: 4924.183594
	Iteration 17Q: 3 clusters Score -1894555 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1894620.500000 Penalty: 4924.183594
	Iteration 18Q: 3 clusters Score -1894620 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1894659.125000 Penalty: 4924.183594
	Iteration 19Q: 3 clusters Score -1894659 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1894697.875000 Penalty: 4924.183594
	Iteration 20F: 3 clusters Score -1894698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1894718.125000 Penalty: 4924.183594
	Iteration 21Q: 3 clusters Score -1894718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1894737.000000 Penalty: 4924.183594
	Iteration 22Q: 3 clusters Score -1894737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1894770.000000 Penalty: 4924.183594
	Iteration 23Q: 3 clusters Score -1894770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1894789.250000 Penalty: 4924.183594
	Iteration 24Q: 3 clusters Score -1894789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1894809.125000 Penalty: 4924.183594
	Iteration 25Q: 3 clusters Score -1894809 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1894827.250000 Penalty: 4924.183594
	Iteration 26Q: 3 clusters Score -1894827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1894850.125000 Penalty: 4924.183594
	Iteration 27Q: 3 clusters Score -1894850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1894872.500000 Penalty: 4924.183594
	Iteration 28Q: 3 clusters Score -1894872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1894885.625000 Penalty: 4924.183594
	Iteration 29Q: 3 clusters Score -1894886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1894911.875000 Penalty: 4924.183594
	Iteration 30Q: 3 clusters Score -1894912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1894932.250000 Penalty: 4924.183594
	Iteration 31Q: 3 clusters Score -1894932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1894950.250000 Penalty: 4924.183594
	Iteration 32Q: 3 clusters Score -1894950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1894966.125000 Penalty: 4924.183594
	Iteration 33Q: 3 clusters Score -1894966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1894973.875000 Penalty: 4924.183594
	Iteration 34Q: 3 clusters Score -1894974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1894997.875000 Penalty: 4924.183594
	Iteration 35Q: 3 clusters Score -1894998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1895009.875000 Penalty: 4924.183594
	Iteration 36Q: 3 clusters Score -1895010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1895028.500000 Penalty: 4924.183594
	Iteration 37Q: 3 clusters Score -1895028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1895046.000000 Penalty: 4924.183594
	Iteration 38Q: 3 clusters Score -1895046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1895059.750000 Penalty: 4924.183594
	Iteration 39Q: 3 clusters Score -1895060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1895074.125000 Penalty: 4924.183594
	Iteration 40F: 3 clusters Score -1895074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1895088.875000 Penalty: 4924.183594
	Iteration 41Q: 3 clusters Score -1895089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1895100.875000 Penalty: 4924.183594
	Iteration 42Q: 3 clusters Score -1895101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1895116.375000 Penalty: 4924.183594
	Iteration 43Q: 3 clusters Score -1895116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1895130.500000 Penalty: 4924.183594
	Iteration 44Q: 3 clusters Score -1895130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1895152.500000 Penalty: 4924.183594
	Iteration 45Q: 3 clusters Score -1895152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1895161.625000 Penalty: 4924.183594
	Iteration 46Q: 3 clusters Score -1895162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1895179.375000 Penalty: 4924.183594
	Iteration 47Q: 3 clusters Score -1895179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1895190.250000 Penalty: 4924.183594
	Iteration 48Q: 3 clusters Score -1895190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1895216.500000 Penalty: 4924.183594
	Iteration 49Q: 3 clusters Score -1895216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1895238.750000 Penalty: 4924.183594
	Iteration 50Q: 3 clusters Score -1895239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1895259.875000 Penalty: 4924.183594
	Iteration 51Q: 3 clusters Score -1895260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1895293.875000 Penalty: 4924.183594
	Iteration 52Q: 3 clusters Score -1895294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1895320.875000 Penalty: 4924.183594
	Iteration 53Q: 3 clusters Score -1895321 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1895360.000000 Penalty: 4924.183594
	Iteration 54Q: 3 clusters Score -1895360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1895394.375000 Penalty: 4924.183594
	Iteration 55Q: 3 clusters Score -1895394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1895425.875000 Penalty: 4924.183594
	Iteration 56Q: 3 clusters Score -1895426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1895472.875000 Penalty: 4924.183594
	Iteration 57Q: 3 clusters Score -1895473 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1895513.500000 Penalty: 4924.183594
	Iteration 58Q: 3 clusters Score -1895514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1895560.125000 Penalty: 4924.183594
	Iteration 59Q: 3 clusters Score -1895560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1895592.375000 Penalty: 4924.183594
	Iteration 60F: 3 clusters Score -1895592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1895618.750000 Penalty: 4924.183594
	Iteration 61Q: 3 clusters Score -1895619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1895634.500000 Penalty: 4924.183594
	Iteration 62Q: 3 clusters Score -1895634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1895652.500000 Penalty: 4924.183594
	Iteration 63Q: 3 clusters Score -1895652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1895671.625000 Penalty: 4924.183594
	Iteration 64Q: 3 clusters Score -1895672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1895692.500000 Penalty: 4924.183594
	Iteration 65Q: 3 clusters Score -1895692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1895705.750000 Penalty: 4924.183594
	Iteration 66Q: 3 clusters Score -1895706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1895716.250000 Penalty: 4924.183594
	Iteration 67Q: 3 clusters Score -1895716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1895731.375000 Penalty: 4924.183594
	Iteration 68Q: 3 clusters Score -1895731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1895742.625000 Penalty: 4924.183594
	Iteration 69Q: 3 clusters Score -1895743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1895748.625000 Penalty: 4924.183594
	Iteration 70Q: 3 clusters Score -1895749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1895765.000000 Penalty: 4924.183594
	Iteration 71Q: 3 clusters Score -1895765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1895777.375000 Penalty: 4924.183594
	Iteration 72Q: 3 clusters Score -1895777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1895781.875000 Penalty: 4924.183594
	Iteration 73Q: 3 clusters Score -1895782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1895790.750000 Penalty: 4924.183594
	Iteration 74Q: 3 clusters Score -1895791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1895795.750000 Penalty: 4924.183594
	Iteration 75Q: 3 clusters Score -1895796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1895800.125000 Penalty: 4924.183594
	Iteration 76Q: 3 clusters Score -1895800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1895804.375000 Penalty: 4924.183594
	Iteration 77Q: 3 clusters Score -1895804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1895802.250000 Penalty: 4924.183594
	Iteration 78Q: 3 clusters Score -1895802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1895811.625000 Penalty: 4924.183594
	Iteration 79Q: 3 clusters Score -1895812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1895816.250000 Penalty: 4924.183594
	Iteration 80F: 3 clusters Score -1895816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1895815.875000 Penalty: 4924.183594
	Iteration 81Q: 3 clusters Score -1895816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1895822.875000 Penalty: 4924.183594
	Iteration 82Q: 3 clusters Score -1895823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1895823.875000 Penalty: 4924.183594
	Iteration 83Q: 3 clusters Score -1895824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1895831.375000 Penalty: 4924.183594
	Iteration 84Q: 3 clusters Score -1895831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1895830.250000 Penalty: 4924.183594
	Iteration 85Q: 3 clusters Score -1895830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1895834.375000 Penalty: 4924.183594
	Iteration 86Q: 3 clusters Score -1895834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1895836.375000 Penalty: 4924.183594
	Iteration 87Q: 3 clusters Score -1895836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1895843.000000 Penalty: 4924.183594
	Iteration 88Q: 3 clusters Score -1895843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1895843.875000 Penalty: 4924.183594
	Iteration 89Q: 3 clusters Score -1895844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1895844.125000 Penalty: 4924.183594
	Iteration 90Q: 3 clusters Score -1895844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1895846.750000 Penalty: 4924.183594
	Iteration 91Q: 3 clusters Score -1895847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1895848.875000 Penalty: 4924.183594
	Iteration 92Q: 3 clusters Score -1895849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1895852.500000 Penalty: 4924.183594
	Iteration 93Q: 3 clusters Score -1895852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1895851.625000 Penalty: 4924.183594
	Iteration 94Q: 3 clusters Score -1895852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1895854.875000 Penalty: 4924.183594
	Iteration 95Q: 3 clusters Score -1895855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1895854.875000 Penalty: 4924.183594
	Iteration 96F: 3 clusters Score -1895855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -304664.781250 Penalty: 2008.990479
	Iteration 0F: 2 clusters Score -304664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -301216.593750 Penalty: 4017.980957
	Iteration 0F: 3 clusters Score -301216.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -301962.312500 Penalty: 4017.980957
	Iteration 1F: 3 clusters Score -301962.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -302204.593750 Penalty: 4017.980957
	Iteration 2F: 3 clusters Score -302204.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -302384.968750 Penalty: 4017.980957
	Iteration 3F: 3 clusters Score -302385 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -302580.343750 Penalty: 4017.980957
	Iteration 4F: 3 clusters Score -302580.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302734.093750 Penalty: 4017.980957
	Iteration 5Q: 3 clusters Score -302734.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -302869.593750 Penalty: 4017.980957
	Iteration 6Q: 3 clusters Score -302869.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -302989.875000 Penalty: 4017.980957
	Iteration 7Q: 3 clusters Score -302989.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -303098.000000 Penalty: 4017.980957
	Iteration 8Q: 3 clusters Score -303098 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -303188.281250 Penalty: 4017.980957
	Iteration 9Q: 3 clusters Score -303188.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -303260.125000 Penalty: 4017.980957
	Iteration 10Q: 3 clusters Score -303260.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303322.656250 Penalty: 4017.980957
	Iteration 11Q: 3 clusters Score -303322.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303367.906250 Penalty: 4017.980957
	Iteration 12Q: 3 clusters Score -303367.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303395.812500 Penalty: 4017.980957
	Iteration 13Q: 3 clusters Score -303395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303413.500000 Penalty: 4017.980957
	Iteration 14Q: 3 clusters Score -303413.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -303435.656250 Penalty: 4017.980957
	Iteration 15Q: 3 clusters Score -303435.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -303448.281250 Penalty: 4017.980957
	Iteration 16Q: 3 clusters Score -303448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -303458.875000 Penalty: 4017.980957
	Iteration 17Q: 3 clusters Score -303458.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -303466.187500 Penalty: 4017.980957
	Iteration 18Q: 3 clusters Score -303466.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -303478.531250 Penalty: 4017.980957
	Iteration 19Q: 3 clusters Score -303478.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303491.968750 Penalty: 4017.980957
	Iteration 20F: 3 clusters Score -303492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -303499.312500 Penalty: 4017.980957
	Iteration 21Q: 3 clusters Score -303499.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -303506.781250 Penalty: 4017.980957
	Iteration 22Q: 3 clusters Score -303506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -303511.187500 Penalty: 4017.980957
	Iteration 23Q: 3 clusters Score -303511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -303513.375000 Penalty: 4017.980957
	Iteration 24Q: 3 clusters Score -303513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -303514.968750 Penalty: 4017.980957
	Iteration 25Q: 3 clusters Score -303515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303517.218750 Penalty: 4017.980957
	Iteration 26Q: 3 clusters Score -303517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -303521.812500 Penalty: 4017.980957
	Iteration 27Q: 3 clusters Score -303521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -303524.750000 Penalty: 4017.980957
	Iteration 28Q: 3 clusters Score -303524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -303526.968750 Penalty: 4017.980957
	Iteration 29Q: 3 clusters Score -303527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -303529.843750 Penalty: 4017.980957
	Iteration 30Q: 3 clusters Score -303529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -303531.062500 Penalty: 4017.980957
	Iteration 31Q: 3 clusters Score -303531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -303531.343750 Penalty: 4017.980957
	Iteration 32Q: 3 clusters Score -303531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -303532.187500 Penalty: 4017.980957
	Iteration 33Q: 3 clusters Score -303532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -303532.187500 Penalty: 4017.980957
	Iteration 34F: 3 clusters Score -303532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -28117.960938 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -28117.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26829.017578 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -26829.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26988.322266 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -26988.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27069.119141 Penalty: 2934.436279
	Iteration 2Q: 3 clusters Score -27069.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27089.166016 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -27089.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27106.355469 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -27106.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27135.109375 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -27135.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27145.925781 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -27145.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27162.814453 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -27162.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27177.458984 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -27177.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27185.876953 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -27185.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27187.968750 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -27187.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27187.968750 Penalty: 2934.436279
	Iteration 11F: 3 clusters Score -27187.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (54689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Entering Unmasked Estep 
Score: -5072503.500000 Penalty: 2705.535645
	Iteration 0F: 2 clusters Score -5072504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5035703.500000 Penalty: 5411.071289
	Iteration 0F: 3 clusters Score -5035704 nChanged 25263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -5050181.000000 Penalty: 5411.071289
	Iteration 1F: 3 clusters Score -5050181 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -5051124.000000 Penalty: 5411.071289
	Iteration 2Q: 3 clusters Score -5051124 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -5052190.000000 Penalty: 5411.071289
	Iteration 3Q: 3 clusters Score -5052190 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -5053447.000000 Penalty: 5411.071289
	Iteration 4F: 3 clusters Score -5053447 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5054696.000000 Penalty: 5411.071289
	Iteration 5F: 3 clusters Score -5054696 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5055808.000000 Penalty: 5411.071289
	Iteration 6Q: 3 clusters Score -5055808 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5056833.500000 Penalty: 5411.071289
	Iteration 7Q: 3 clusters Score -5056834 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5057632.000000 Penalty: 5411.071289
	Iteration 8Q: 3 clusters Score -5057632 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5058399.000000 Penalty: 5411.071289
	Iteration 9Q: 3 clusters Score -5058399 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5059087.500000 Penalty: 5411.071289
	Iteration 10Q: 3 clusters Score -5059088 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5059816.000000 Penalty: 5411.071289
	Iteration 11Q: 3 clusters Score -5059816 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5060502.500000 Penalty: 5411.071289
	Iteration 12Q: 3 clusters Score -5060502 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5061136.500000 Penalty: 5411.071289
	Iteration 13Q: 3 clusters Score -5061136 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5061728.500000 Penalty: 5411.071289
	Iteration 14Q: 3 clusters Score -5061728 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5062221.500000 Penalty: 5411.071289
	Iteration 15Q: 3 clusters Score -5062222 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5062536.000000 Penalty: 5411.071289
	Iteration 16Q: 3 clusters Score -5062536 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5062728.500000 Penalty: 5411.071289
	Iteration 17Q: 3 clusters Score -5062728 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -5062912.000000 Penalty: 5411.071289
	Iteration 18Q: 3 clusters Score -5062912 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -5063056.500000 Penalty: 5411.071289
	Iteration 19Q: 3 clusters Score -5063056 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5063177.500000 Penalty: 5411.071289
	Iteration 20F: 3 clusters Score -5063178 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -5063277.000000 Penalty: 5411.071289
	Iteration 21Q: 3 clusters Score -5063277 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -5063389.000000 Penalty: 5411.071289
	Iteration 22Q: 3 clusters Score -5063389 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -5063463.000000 Penalty: 5411.071289
	Iteration 23Q: 3 clusters Score -5063463 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5063563.000000 Penalty: 5411.071289
	Iteration 24Q: 3 clusters Score -5063563 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -5063633.500000 Penalty: 5411.071289
	Iteration 25Q: 3 clusters Score -5063634 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5063710.000000 Penalty: 5411.071289
	Iteration 26Q: 3 clusters Score -5063710 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5063803.500000 Penalty: 5411.071289
	Iteration 27Q: 3 clusters Score -5063804 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -5063915.500000 Penalty: 5411.071289
	Iteration 28Q: 3 clusters Score -5063916 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5063987.500000 Penalty: 5411.071289
	Iteration 29Q: 3 clusters Score -5063988 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -5064086.000000 Penalty: 5411.071289
	Iteration 30Q: 3 clusters Score -5064086 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5064154.000000 Penalty: 5411.071289
	Iteration 31Q: 3 clusters Score -5064154 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5064245.000000 Penalty: 5411.071289
	Iteration 32Q: 3 clusters Score -5064245 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5064313.000000 Penalty: 5411.071289
	Iteration 33Q: 3 clusters Score -5064313 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5064418.000000 Penalty: 5411.071289
	Iteration 34Q: 3 clusters Score -5064418 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -5064499.500000 Penalty: 5411.071289
	Iteration 35Q: 3 clusters Score -5064500 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5064583.500000 Penalty: 5411.071289
	Iteration 36Q: 3 clusters Score -5064584 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5064695.500000 Penalty: 5411.071289
	Iteration 37Q: 3 clusters Score -5064696 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5064822.000000 Penalty: 5411.071289
	Iteration 38Q: 3 clusters Score -5064822 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5064922.000000 Penalty: 5411.071289
	Iteration 39Q: 3 clusters Score -5064922 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5065035.000000 Penalty: 5411.071289
	Iteration 40F: 3 clusters Score -5065035 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5065166.000000 Penalty: 5411.071289
	Iteration 41Q: 3 clusters Score -5065166 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5065313.500000 Penalty: 5411.071289
	Iteration 42Q: 3 clusters Score -5065314 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -5065455.500000 Penalty: 5411.071289
	Iteration 43Q: 3 clusters Score -5065456 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5065594.500000 Penalty: 5411.071289
	Iteration 44Q: 3 clusters Score -5065594 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5065741.500000 Penalty: 5411.071289
	Iteration 45Q: 3 clusters Score -5065742 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5065939.500000 Penalty: 5411.071289
	Iteration 46Q: 3 clusters Score -5065940 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -5066183.000000 Penalty: 5411.071289
	Iteration 47Q: 3 clusters Score -5066183 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5066418.000000 Penalty: 5411.071289
	Iteration 48Q: 3 clusters Score -5066418 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -5066665.500000 Penalty: 5411.071289
	Iteration 49Q: 3 clusters Score -5066666 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5066941.500000 Penalty: 5411.071289
	Iteration 50Q: 3 clusters Score -5066942 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -5067277.000000 Penalty: 5411.071289
	Iteration 51Q: 3 clusters Score -5067277 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5067657.500000 Penalty: 5411.071289
	Iteration 52Q: 3 clusters Score -5067658 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5068095.500000 Penalty: 5411.071289
	Iteration 53Q: 3 clusters Score -5068096 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5068584.500000 Penalty: 5411.071289
	Iteration 54Q: 3 clusters Score -5068584 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5069079.500000 Penalty: 5411.071289
	Iteration 55Q: 3 clusters Score -5069080 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5069593.000000 Penalty: 5411.071289
	Iteration 56Q: 3 clusters Score -5069593 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5070030.000000 Penalty: 5411.071289
	Iteration 57Q: 3 clusters Score -5070030 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5070395.500000 Penalty: 5411.071289
	Iteration 58Q: 3 clusters Score -5070396 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5070676.000000 Penalty: 5411.071289
	Iteration 59Q: 3 clusters Score -5070676 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5070891.000000 Penalty: 5411.071289
	Iteration 60F: 3 clusters Score -5070891 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5071016.500000 Penalty: 5411.071289
	Iteration 61Q: 3 clusters Score -5071016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5071155.500000 Penalty: 5411.071289
	Iteration 62Q: 3 clusters Score -5071156 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5071264.500000 Penalty: 5411.071289
	Iteration 63Q: 3 clusters Score -5071264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5071357.000000 Penalty: 5411.071289
	Iteration 64Q: 3 clusters Score -5071357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5071438.500000 Penalty: 5411.071289
	Iteration 65Q: 3 clusters Score -5071438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5071491.000000 Penalty: 5411.071289
	Iteration 66Q: 3 clusters Score -5071491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5071522.000000 Penalty: 5411.071289
	Iteration 67Q: 3 clusters Score -5071522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5071530.500000 Penalty: 5411.071289
	Iteration 68Q: 3 clusters Score -5071530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5071554.500000 Penalty: 5411.071289
	Iteration 69Q: 3 clusters Score -5071554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5071574.500000 Penalty: 5411.071289
	Iteration 70Q: 3 clusters Score -5071574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5071582.000000 Penalty: 5411.071289
	Iteration 71Q: 3 clusters Score -5071582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5071591.500000 Penalty: 5411.071289
	Iteration 72Q: 3 clusters Score -5071592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5071599.500000 Penalty: 5411.071289
	Iteration 73Q: 3 clusters Score -5071600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5071602.000000 Penalty: 5411.071289
	Iteration 74Q: 3 clusters Score -5071602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5071611.500000 Penalty: 5411.071289
	Iteration 75Q: 3 clusters Score -5071612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5071616.000000 Penalty: 5411.071289
	Iteration 76Q: 3 clusters Score -5071616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5071624.000000 Penalty: 5411.071289
	Iteration 77Q: 3 clusters Score -5071624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5071628.500000 Penalty: 5411.071289
	Iteration 78Q: 3 clusters Score -5071628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5071628.000000 Penalty: 5411.071289
	Iteration 79Q: 3 clusters Score -5071628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5071627.500000 Penalty: 5411.071289
	Iteration 80F: 3 clusters Score -5071628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5071631.500000 Penalty: 5411.071289
	Iteration 81Q: 3 clusters Score -5071632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5071634.000000 Penalty: 5411.071289
	Iteration 82Q: 3 clusters Score -5071634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5071637.000000 Penalty: 5411.071289
	Iteration 83Q: 3 clusters Score -5071637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5071637.000000 Penalty: 5411.071289
	Iteration 84Q: 3 clusters Score -5071637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5071638.000000 Penalty: 5411.071289
	Iteration 85Q: 3 clusters Score -5071638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5071640.500000 Penalty: 5411.071289
	Iteration 86Q: 3 clusters Score -5071640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5071642.500000 Penalty: 5411.071289
	Iteration 87Q: 3 clusters Score -5071642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5071642.500000 Penalty: 5411.071289
	Iteration 88F: 3 clusters Score -5071642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210737 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4285 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9221 members 
Mstep: Class 42 contains 32951 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4062 members 
Mstep: Class 50 contains 3864 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35807 members 
Mstep: Class 53 contains 3428 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6459 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7122 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20492 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219096.000000 Penalty: 219213.828125
Iteration 239Q: 65 clusters Score -9.62191e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89323 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 10 contains 43063 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210845 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 56677 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 7447 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 43059 members 
Mstep: Class 27 contains 5066 members 
Mstep: Class 28 contains 34904 members 
Mstep: Class 29 contains 25585 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 14236 members 
Mstep: Class 32 contains 6041 members 
Mstep: Class 33 contains 76202 members 
Mstep: Class 34 contains 9302 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4287 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1442 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9272 members 
Mstep: Class 42 contains 33032 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 4470 members 
Mstep: Class 46 contains 5748 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5962 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3869 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 35845 members 
Mstep: Class 53 contains 3448 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6619 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7105 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3293 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54767 members 
Mstep: Class 63 contains 14960 members 
Mstep: Class 64 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219976.000000 Penalty: 219213.828125
Iteration 240F: 65 clusters Score -9.621998e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11899 members 
Mstep: Class 5 contains 7845 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 43066 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 210765 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 16 contains 5094 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 7441 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 14998 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 43052 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 34903 members 
Mstep: Class 29 contains 25315 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 14236 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 76201 members 
Mstep: Class 34 contains 9295 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4283 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1442 members 
Mstep: Class 40 contains 3946 members 
Mstep: Class 41 contains 9276 members 
Mstep: Class 42 contains 32980 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4469 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5959 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3817 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 35824 members 
Mstep: Class 53 contains 3447 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6697 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7096 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3288 members 
Mstep: Class 61 contains 371 members 
Mstep: Class 62 contains 54691 members 
Mstep: Class 63 contains 15465 members 
Mstep: Class 64 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220448.000000 Penalty: 219213.828125
Iteration 241Q: 65 clusters Score -9.622045e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6779 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11900 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 210705 members 
Mstep: Class 13 contains 7646 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5091 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 7437 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 7973 members 
Mstep: Class 23 contains 7603 members 
Mstep: Class 24 contains 14995 members 
Mstep: Class 25 contains 1375 members 
Mstep: Class 26 contains 43051 members 
Mstep: Class 27 contains 5057 members 
Mstep: Class 28 contains 34902 members 
Mstep: Class 29 contains 25127 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 14237 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 76198 members 
Mstep: Class 34 contains 9290 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3946 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 32955 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4466 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4073 members 
Mstep: Class 50 contains 3780 members 
Mstep: Class 51 contains 8921 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3449 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6743 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7091 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3291 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54644 members 
Mstep: Class 63 contains 15754 members 
Mstep: Class 64 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220544.000000 Penalty: 219213.828125
Iteration 242Q: 65 clusters Score -9.622054e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6781 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 43061 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210672 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 2880 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5091 members 
Mstep: Class 17 contains 56683 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 7427 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 14989 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 43048 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 34905 members 
Mstep: Class 29 contains 24955 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14240 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 76197 members 
Mstep: Class 34 contains 9285 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4279 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1443 members 
Mstep: Class 40 contains 3946 members 
Mstep: Class 41 contains 9286 members 
Mstep: Class 42 contains 32948 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4466 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5956 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3755 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35815 members 
Mstep: Class 53 contains 3451 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6791 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7090 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20498 members 
Mstep: Class 60 contains 3294 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54638 members 
Mstep: Class 63 contains 15962 members 
Mstep: Class 64 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220536.000000 Penalty: 219213.828125
Iteration 243Q: 65 clusters Score -9.622054e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11889 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 210649 members 
Mstep: Class 13 contains 7668 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5091 members 
Mstep: Class 17 contains 56682 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 4344 members 
Mstep: Class 20 contains 7423 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7978 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 43049 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 34908 members 
Mstep: Class 29 contains 24818 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14240 members 
Mstep: Class 32 contains 5996 members 
Mstep: Class 33 contains 76196 members 
Mstep: Class 34 contains 9275 members 
Mstep: Class 35 contains 3842 members 
Mstep: Class 36 contains 4276 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1442 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9295 members 
Mstep: Class 42 contains 32939 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4467 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5959 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3740 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35816 members 
Mstep: Class 53 contains 3451 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 6828 members 
Mstep: Class 56 contains 2979 members 
Mstep: Class 57 contains 7088 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20499 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54637 members 
Mstep: Class 63 contains 16113 members 
Mstep: Class 64 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220344.000000 Penalty: 219213.828125
Iteration 244Q: 65 clusters Score -9.622034e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7965 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 210632 members 
Mstep: Class 13 contains 7680 members 
Mstep: Class 14 contains 2880 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5091 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 7421 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7978 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 43050 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 34910 members 
Mstep: Class 29 contains 24716 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 14241 members 
Mstep: Class 32 contains 5993 members 
Mstep: Class 33 contains 76194 members 
Mstep: Class 34 contains 9273 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4277 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32932 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4468 members 
Mstep: Class 46 contains 5747 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5958 members 
Mstep: Class 49 contains 4073 members 
Mstep: Class 50 contains 3734 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35813 members 
Mstep: Class 53 contains 3451 members 
Mstep: Class 54 contains 2360 members 
Mstep: Class 55 contains 6861 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7087 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54630 members 
Mstep: Class 63 contains 16214 members 
Mstep: Class 64 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220552.000000 Penalty: 219213.828125
Iteration 245Q: 65 clusters Score -9.622055e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11873 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43057 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210610 members 
Mstep: Class 13 contains 7688 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5091 members 
Mstep: Class 17 contains 56678 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 7417 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7978 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1400 members 
Mstep: Class 26 contains 43048 members 
Mstep: Class 27 contains 5057 members 
Mstep: Class 28 contains 34914 members 
Mstep: Class 29 contains 24622 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 14242 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 76194 members 
Mstep: Class 34 contains 9266 members 
Mstep: Class 35 contains 3841 members 
Mstep: Class 36 contains 4274 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9302 members 
Mstep: Class 42 contains 32928 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4467 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5957 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3731 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35808 members 
Mstep: Class 53 contains 3453 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6901 members 
Mstep: Class 56 contains 2980 members 
Mstep: Class 57 contains 7087 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54629 members 
Mstep: Class 63 contains 16311 members 
Mstep: Class 64 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220592.000000 Penalty: 219213.828125
Iteration 246Q: 65 clusters Score -9.622059e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11871 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7954 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210611 members 
Mstep: Class 13 contains 7691 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5089 members 
Mstep: Class 17 contains 56679 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 7411 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7981 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 43049 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 34913 members 
Mstep: Class 29 contains 24538 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14243 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 76193 members 
Mstep: Class 34 contains 9257 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9305 members 
Mstep: Class 42 contains 32943 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5744 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5955 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3728 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35800 members 
Mstep: Class 53 contains 3456 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6934 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7085 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3299 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54617 members 
Mstep: Class 63 contains 16373 members 
Mstep: Class 64 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220600.000000 Penalty: 219213.828125
Iteration 247Q: 65 clusters Score -9.62206e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11867 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89316 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 10 contains 43051 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210604 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 14 contains 2874 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56679 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7983 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 43049 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34912 members 
Mstep: Class 29 contains 24470 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14245 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 76195 members 
Mstep: Class 34 contains 9252 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32942 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5954 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3724 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35783 members 
Mstep: Class 53 contains 3458 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6963 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7082 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54616 members 
Mstep: Class 63 contains 16437 members 
Mstep: Class 64 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220792.000000 Penalty: 219213.828125
Iteration 248Q: 65 clusters Score -9.622079e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 7845 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89316 members 
Mstep: Class 9 contains 7948 members 
Mstep: Class 10 contains 43051 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210606 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56678 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 7399 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7592 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1404 members 
Mstep: Class 26 contains 43047 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34912 members 
Mstep: Class 29 contains 24404 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14245 members 
Mstep: Class 32 contains 5969 members 
Mstep: Class 33 contains 76195 members 
Mstep: Class 34 contains 9244 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5953 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3721 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35780 members 
Mstep: Class 53 contains 3459 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 6984 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7080 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3303 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54610 members 
Mstep: Class 63 contains 16487 members 
Mstep: Class 64 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220760.000000 Penalty: 219213.828125
Iteration 249Q: 65 clusters Score -9.622076e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11859 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 43052 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210608 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56678 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 7397 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7587 members 
Mstep: Class 24 contains 14988 members 
Mstep: Class 25 contains 1406 members 
Mstep: Class 26 contains 43045 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34910 members 
Mstep: Class 29 contains 24361 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14244 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 76193 members 
Mstep: Class 34 contains 9231 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3945 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32941 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5952 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3720 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35784 members 
Mstep: Class 53 contains 3460 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7005 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7080 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20493 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54607 members 
Mstep: Class 63 contains 16522 members 
Mstep: Class 64 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220616.000000 Penalty: 219213.828125
Iteration 250Q: 65 clusters Score -9.622062e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11854 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 43052 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210597 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56678 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 7394 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 14985 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43045 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34910 members 
Mstep: Class 29 contains 24320 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 5961 members 
Mstep: Class 33 contains 76193 members 
Mstep: Class 34 contains 9221 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3946 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32948 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4466 members 
Mstep: Class 46 contains 5744 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5951 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3719 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35778 members 
Mstep: Class 53 contains 3460 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7023 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7080 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20493 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54601 members 
Mstep: Class 63 contains 16570 members 
Mstep: Class 64 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220800.000000 Penalty: 219213.828125
Iteration 251Q: 65 clusters Score -9.62208e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11851 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 43053 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210588 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 7390 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 14981 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43047 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 34911 members 
Mstep: Class 29 contains 24276 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14248 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 76192 members 
Mstep: Class 34 contains 9209 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3947 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4466 members 
Mstep: Class 46 contains 5744 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5945 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3718 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35779 members 
Mstep: Class 53 contains 3460 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7044 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7080 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54604 members 
Mstep: Class 63 contains 16623 members 
Mstep: Class 64 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220960.000000 Penalty: 219213.828125
Iteration 252Q: 65 clusters Score -9.622096e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11845 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 43052 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210576 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56683 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 14981 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43048 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34912 members 
Mstep: Class 29 contains 24246 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 14249 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 76192 members 
Mstep: Class 34 contains 9204 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3948 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32940 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4466 members 
Mstep: Class 46 contains 5744 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5945 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3717 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35774 members 
Mstep: Class 53 contains 3460 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7065 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7079 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20494 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54599 members 
Mstep: Class 63 contains 16663 members 
Mstep: Class 64 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220848.000000 Penalty: 219213.828125
Iteration 253Q: 65 clusters Score -9.622085e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11838 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 43050 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210572 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56684 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4354 members 
Mstep: Class 20 contains 7388 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7588 members 
Mstep: Class 24 contains 14980 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43048 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34912 members 
Mstep: Class 29 contains 24229 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14252 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76191 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3946 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32935 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5946 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3715 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35772 members 
Mstep: Class 53 contains 3461 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7085 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7078 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54601 members 
Mstep: Class 63 contains 16680 members 
Mstep: Class 64 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220904.000000 Penalty: 219213.828125
Iteration 254Q: 65 clusters Score -9.62209e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11834 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7963 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210571 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56687 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 14979 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43046 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34912 members 
Mstep: Class 29 contains 24212 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76190 members 
Mstep: Class 34 contains 9195 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3944 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32935 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5945 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3713 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35768 members 
Mstep: Class 53 contains 3461 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7107 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7077 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54600 members 
Mstep: Class 63 contains 16704 members 
Mstep: Class 64 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220912.000000 Penalty: 219213.828125
Iteration 255Q: 65 clusters Score -9.622091e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210562 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56689 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4355 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7582 members 
Mstep: Class 24 contains 14978 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43046 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34913 members 
Mstep: Class 29 contains 24194 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76189 members 
Mstep: Class 34 contains 9191 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3943 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32932 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5945 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3713 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35763 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 7116 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7078 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54603 members 
Mstep: Class 63 contains 16730 members 
Mstep: Class 64 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220992.000000 Penalty: 219213.828125
Iteration 256Q: 65 clusters Score -9.622099e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210559 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56690 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 14978 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43046 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34915 members 
Mstep: Class 29 contains 24170 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76189 members 
Mstep: Class 34 contains 9186 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3942 members 
Mstep: Class 41 contains 9296 members 
Mstep: Class 42 contains 32935 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5742 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3713 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35759 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 7126 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7077 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54608 members 
Mstep: Class 63 contains 16749 members 
Mstep: Class 64 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220976.000000 Penalty: 219213.828125
Iteration 257Q: 65 clusters Score -9.622098e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210556 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56690 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7578 members 
Mstep: Class 24 contains 14978 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 43045 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34915 members 
Mstep: Class 29 contains 24150 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76186 members 
Mstep: Class 34 contains 9178 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3946 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32937 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5741 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3713 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35759 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 7142 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7077 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54612 members 
Mstep: Class 63 contains 16762 members 
Mstep: Class 64 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221016.000000 Penalty: 219213.828125
Iteration 258Q: 65 clusters Score -9.622102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11831 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210556 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56691 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 7383 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7577 members 
Mstep: Class 24 contains 14978 members 
Mstep: Class 25 contains 1408 members 
Mstep: Class 26 contains 43046 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34914 members 
Mstep: Class 29 contains 24135 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76185 members 
Mstep: Class 34 contains 9169 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32931 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4465 members 
Mstep: Class 46 contains 5740 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35759 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2360 members 
Mstep: Class 55 contains 7161 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7077 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3293 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54611 members 
Mstep: Class 63 contains 16775 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220880.000000 Penalty: 219213.828125
Iteration 259Q: 65 clusters Score -9.622088e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6819 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43041 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210551 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56692 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 7384 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 14977 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43046 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34914 members 
Mstep: Class 29 contains 24117 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76184 members 
Mstep: Class 34 contains 9162 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3953 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32931 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5740 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4067 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35758 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2361 members 
Mstep: Class 55 contains 7175 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3292 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54608 members 
Mstep: Class 63 contains 16793 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220880.000000 Penalty: 219213.828125
Iteration 260F: 65 clusters Score -9.622088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210550 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56692 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 7382 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 14975 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43046 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34915 members 
Mstep: Class 29 contains 24102 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76183 members 
Mstep: Class 34 contains 9156 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32939 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5739 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3710 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35760 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7181 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3292 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54607 members 
Mstep: Class 63 contains 16800 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220824.000000 Penalty: 219213.828125
Iteration 261Q: 65 clusters Score -9.622082e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210550 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56690 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43045 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24090 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9153 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5739 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3710 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35759 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7190 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3292 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54612 members 
Mstep: Class 63 contains 16802 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220928.000000 Penalty: 219213.828125
Iteration 262Q: 65 clusters Score -9.622093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11827 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210549 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 56691 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43044 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24075 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76181 members 
Mstep: Class 34 contains 9152 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5739 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5944 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3710 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35758 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7201 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3293 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54620 members 
Mstep: Class 63 contains 16810 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220912.000000 Penalty: 219213.828125
Iteration 263Q: 65 clusters Score -9.622091e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89320 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210554 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 7369 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7564 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43044 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24067 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9153 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32942 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5739 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5943 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35755 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7205 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20495 members 
Mstep: Class 60 contains 3293 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54625 members 
Mstep: Class 63 contains 16815 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220776.000000 Penalty: 219213.828125
Iteration 264Q: 65 clusters Score -9.622078e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 10 contains 43044 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210556 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56695 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7564 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24062 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9153 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4273 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32941 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5738 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35753 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7210 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20496 members 
Mstep: Class 60 contains 3293 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54640 members 
Mstep: Class 63 contains 16814 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220896.000000 Penalty: 219213.828125
Iteration 265Q: 65 clusters Score -9.62209e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210553 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56697 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 7347 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7563 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34915 members 
Mstep: Class 29 contains 24057 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9152 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4272 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32942 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5737 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35752 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7214 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20497 members 
Mstep: Class 60 contains 3293 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54654 members 
Mstep: Class 63 contains 16817 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220920.000000 Penalty: 219213.828125
Iteration 266Q: 65 clusters Score -9.622092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6821 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210550 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56696 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9153 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4272 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32939 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5736 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35749 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7216 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7076 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20500 members 
Mstep: Class 60 contains 3294 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54660 members 
Mstep: Class 63 contains 16822 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220944.000000 Penalty: 219213.828125
Iteration 267Q: 65 clusters Score -9.622094e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7960 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210549 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56696 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24045 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9153 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32941 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7220 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20499 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54671 members 
Mstep: Class 63 contains 16825 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220992.000000 Penalty: 219213.828125
Iteration 268Q: 65 clusters Score -9.622099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6824 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210547 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56695 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7561 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 24038 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3956 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32943 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7221 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20499 members 
Mstep: Class 60 contains 3295 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54683 members 
Mstep: Class 63 contains 16830 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221080.000000 Penalty: 219213.828125
Iteration 269Q: 65 clusters Score -9.622108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 43044 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210545 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56693 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7561 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 24034 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32943 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7222 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20500 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54695 members 
Mstep: Class 63 contains 16829 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221016.000000 Penalty: 219213.828125
Iteration 270Q: 65 clusters Score -9.622102e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6827 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210537 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56692 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7560 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 24030 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32942 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54708 members 
Mstep: Class 63 contains 16833 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221040.000000 Penalty: 219213.828125
Iteration 271Q: 65 clusters Score -9.622104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210534 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56690 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7559 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 24023 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32941 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5734 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3296 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54722 members 
Mstep: Class 63 contains 16840 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220896.000000 Penalty: 219213.828125
Iteration 272Q: 65 clusters Score -9.62209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210531 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56689 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34921 members 
Mstep: Class 29 contains 24017 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9297 members 
Mstep: Class 42 contains 32942 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5732 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5943 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3297 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54737 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220904.000000 Penalty: 219213.828125
Iteration 273Q: 65 clusters Score -9.62209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7965 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210527 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56691 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7278 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7553 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34921 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35746 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54750 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220936.000000 Penalty: 219213.828125
Iteration 274Q: 65 clusters Score -9.622094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7965 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210518 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56691 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7549 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9298 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35746 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54769 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220904.000000 Penalty: 219213.828125
Iteration 275Q: 65 clusters Score -9.62209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210513 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14255 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35746 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3298 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54785 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220888.000000 Penalty: 219213.828125
Iteration 276Q: 65 clusters Score -9.622089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7963 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210511 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56695 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3299 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54795 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220984.000000 Penalty: 219213.828125
Iteration 277Q: 65 clusters Score -9.622098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7965 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210511 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3840 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8919 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54801 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220952.000000 Penalty: 219213.828125
Iteration 278Q: 65 clusters Score -9.622095e+07 nChanged 22
Entering ConstructFrom: 
Score: -96220952.000000 Penalty: 219213.828125
Entering ConstructFrom: 
Trying to split cluster 1 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -596648.750000 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -596648.8 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 3237 members 
Entering Unmasked Estep 
Score: -591369.125000 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -591369.1 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -592929.625000 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -592929.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -593336.312500 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -593336.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -593654.312500 Penalty: 4343.080078
	Iteration 3F: 3 clusters Score -593654.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -593948.125000 Penalty: 4343.080078
	Iteration 4F: 3 clusters Score -593948.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -594149.750000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -594149.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -594319.250000 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -594319.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -594443.750000 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -594443.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -594533.312500 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -594533.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -594593.625000 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -594593.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -594640.375000 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -594640.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -594675.187500 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -594675.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -594706.375000 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -594706.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -594724.000000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -594724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -594740.250000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -594740.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -594753.625000 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -594753.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -594767.625000 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -594767.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -594777.875000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -594777.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -594790.187500 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -594790.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -594798.687500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -594798.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -594803.312500 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -594803.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -594808.375000 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -594808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -594810.312500 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -594810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -594811.437500 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -594811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -594813.312500 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -594813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -594814.625000 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -594814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -594815.687500 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -594815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -594817.125000 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -594817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -594817.375000 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -594817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -594817.312500 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -594817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -594817.500000 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -594817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -594816.875000 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -594816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -594816.875000 Penalty: 4343.080078
	Iteration 32F: 3 clusters Score -594816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -663558.375000 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -663558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -657881.812500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -657881.8 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -659387.187500 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -659387.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -659696.187500 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -659696.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -659959.312500 Penalty: 4379.151367
	Iteration 3F: 3 clusters Score -659959.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -660232.000000 Penalty: 4379.151367
	Iteration 4F: 3 clusters Score -660232 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -660493.562500 Penalty: 4379.151367
	Iteration 5F: 3 clusters Score -660493.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -660744.687500 Penalty: 4379.151367
	Iteration 6F: 3 clusters Score -660744.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -660999.500000 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -660999.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -661264.750000 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -661264.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -661465.000000 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -661465 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -661601.625000 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -661601.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -661679.812500 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -661679.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -661731.500000 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -661731.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -661767.750000 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -661767.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -661802.062500 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -661802.1 nChanged 71
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: -661826.187500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -661826.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -661843.500000 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -661843.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -661860.687500 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -661860.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -661877.187500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -661877.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -661891.687500 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -661891.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -661906.375000 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -661906.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -661916.312500 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -661916.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -661930.437500 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -661930.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -661946.937500 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -661946.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -661959.937500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -661959.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -661984.375000 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -661984.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -662007.437500 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -662007.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -662034.437500 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -662034.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -662057.312500 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -662057.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -662074.500000 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -662074.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -662088.937500 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -662088.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -662105.812500 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -662105.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -662122.625000 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -662122.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -662136.000000 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -662136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -662145.000000 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -662145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -662158.625000 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -662158.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -662168.000000 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -662168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -662173.125000 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -662173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -662174.000000 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -662174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -662179.437500 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -662179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -662184.687500 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -662184.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -662187.250000 Penalty: 4379.151367
	Iteration 41Q: 3 clusters Score -662187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -662189.812500 Penalty: 4379.151367
	Iteration 42Q: 3 clusters Score -662189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -662194.125000 Penalty: 4379.151367
	Iteration 43Q: 3 clusters Score -662194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -662195.750000 Penalty: 4379.151367
	Iteration 44Q: 3 clusters Score -662195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -662198.437500 Penalty: 4379.151367
	Iteration 45Q: 3 clusters Score -662198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -662201.375000 Penalty: 4379.151367
	Iteration 46Q: 3 clusters Score -662201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -662201.375000 Penalty: 4379.151367
	Iteration 47Q: 3 clusters Score -662201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -662203.687500 Penalty: 4379.151367
	Iteration 48Q: 3 clusters Score -662203.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -662204.437500 Penalty: 4379.151367
	Iteration 49Q: 3 clusters Score -662204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -662207.062500 Penalty: 4379.151367
	Iteration 50Q: 3 clusters Score -662207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -662206.937500 Penalty: 4379.151367
	Iteration 51Q: 3 clusters Score -662206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -662209.375000 Penalty: 4379.151367
	Iteration 52Q: 3 clusters Score -662209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -662211.625000 Penalty: 4379.151367
	Iteration 53Q: 3 clusters Score -662211.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -662210.812500 Penalty: 4379.151367
	Iteration 54Q: 3 clusters Score -662210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -662213.250000 Penalty: 4379.151367
	Iteration 55Q: 3 clusters Score -662213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -662213.375000 Penalty: 4379.151367
	Iteration 56Q: 3 clusters Score -662213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -662214.875000 Penalty: 4379.151367
	Iteration 57Q: 3 clusters Score -662214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -662214.812500 Penalty: 4379.151367
	Iteration 58Q: 3 clusters Score -662214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -662215.000000 Penalty: 4379.151367
	Iteration 59Q: 3 clusters Score -662215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -662216.625000 Penalty: 4379.151367
	Iteration 60F: 3 clusters Score -662216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -662218.937500 Penalty: 4379.151367
	Iteration 61Q: 3 clusters Score -662218.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -662219.687500 Penalty: 4379.151367
	Iteration 62Q: 3 clusters Score -662219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -662223.875000 Penalty: 4379.151367
	Iteration 63Q: 3 clusters Score -662223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -662225.750000 Penalty: 4379.151367
	Iteration 64Q: 3 clusters Score -662225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -662227.437500 Penalty: 4379.151367
	Iteration 65Q: 3 clusters Score -662227.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -662230.187500 Penalty: 4379.151367
	Iteration 66Q: 3 clusters Score -662230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -662230.125000 Penalty: 4379.151367
	Iteration 67Q: 3 clusters Score -662230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -662230.125000 Penalty: 4379.151367
	Iteration 68F: 3 clusters Score -662230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -41680.050781 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -41680.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40248.207031 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -40248.21 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40623.226562 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -40623.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40871.695312 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -40871.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41176.777344 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -41176.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41399.093750 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -41399.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41571.464844 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -41571.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41718.554688 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -41718.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41939.023438 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -41939.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41998.609375 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -41998.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42151.265625 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -42151.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42159.023438 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -42159.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42160.261719 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -42160.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42161.195312 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -42161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42169.011719 Penalty: 3104.752441
	Iteration 13F: 3 clusters Score -42169.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42209.453125 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -42209.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42209.453125 Penalty: 3104.752441
	Iteration 15F: 3 clusters Score -42209.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210510 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54804 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 216 members 
Entering Unmasked Estep 
Score: -96219696.000000 Penalty: 222639.031250
Splitting cluster 3 changes total score from -96220952.000000 to -96219696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Entering Unmasked Estep 
Score: -1220890.500000 Penalty: 2325.674072
	Iteration 0F: 2 clusters Score -1220890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1212094.750000 Penalty: 4651.348145
	Iteration 0F: 3 clusters Score -1212095 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1214863.125000 Penalty: 4651.348145
	Iteration 1F: 3 clusters Score -1214863 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1215388.125000 Penalty: 4651.348145
	Iteration 2F: 3 clusters Score -1215388 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1215878.125000 Penalty: 4651.348145
	Iteration 3F: 3 clusters Score -1215878 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1216296.875000 Penalty: 4651.348145
	Iteration 4F: 3 clusters Score -1216297 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1216674.500000 Penalty: 4651.348145
	Iteration 5F: 3 clusters Score -1216674 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1217042.750000 Penalty: 4651.348145
	Iteration 6F: 3 clusters Score -1217043 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1217422.625000 Penalty: 4651.348145
	Iteration 7F: 3 clusters Score -1217423 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1217773.875000 Penalty: 4651.348145
	Iteration 8Q: 3 clusters Score -1217774 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1218103.125000 Penalty: 4651.348145
	Iteration 9Q: 3 clusters Score -1218103 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1218360.500000 Penalty: 4651.348145
	Iteration 10Q: 3 clusters Score -1218360 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1218540.000000 Penalty: 4651.348145
	Iteration 11Q: 3 clusters Score -1218540 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1218677.250000 Penalty: 4651.348145
	Iteration 12Q: 3 clusters Score -1218677 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1218789.875000 Penalty: 4651.348145
	Iteration 13Q: 3 clusters Score -1218790 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1218868.750000 Penalty: 4651.348145
	Iteration 14Q: 3 clusters Score -1218869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1218937.125000 Penalty: 4651.348145
	Iteration 15Q: 3 clusters Score -1218937 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1218995.500000 Penalty: 4651.348145
	Iteration 16Q: 3 clusters Score -1218996 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1219050.750000 Penalty: 4651.348145
	Iteration 17Q: 3 clusters Score -1219051 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1219089.875000 Penalty: 4651.348145
	Iteration 18Q: 3 clusters Score -1219090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1219130.000000 Penalty: 4651.348145
	Iteration 19Q: 3 clusters Score -1219130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1219168.125000 Penalty: 4651.348145
	Iteration 20F: 3 clusters Score -1219168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1219193.750000 Penalty: 4651.348145
	Iteration 21Q: 3 clusters Score -1219194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1219226.125000 Penalty: 4651.348145
	Iteration 22Q: 3 clusters Score -1219226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1219256.375000 Penalty: 4651.348145
	Iteration 23Q: 3 clusters Score -1219256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1219292.875000 Penalty: 4651.348145
	Iteration 24Q: 3 clusters Score -1219293 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1219327.000000 Penalty: 4651.348145
	Iteration 25Q: 3 clusters Score -1219327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1219366.000000 Penalty: 4651.348145
	Iteration 26Q: 3 clusters Score -1219366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1219403.750000 Penalty: 4651.348145
	Iteration 27Q: 3 clusters Score -1219404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1219440.375000 Penalty: 4651.348145
	Iteration 28Q: 3 clusters Score -1219440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1219470.500000 Penalty: 4651.348145
	Iteration 29Q: 3 clusters Score -1219470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1219505.000000 Penalty: 4651.348145
	Iteration 30Q: 3 clusters Score -1219505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1219550.000000 Penalty: 4651.348145
	Iteration 31Q: 3 clusters Score -1219550 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1219595.125000 Penalty: 4651.348145
	Iteration 32Q: 3 clusters Score -1219595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1219640.750000 Penalty: 4651.348145
	Iteration 33Q: 3 clusters Score -1219641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1219689.750000 Penalty: 4651.348145
	Iteration 34Q: 3 clusters Score -1219690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1219730.375000 Penalty: 4651.348145
	Iteration 35Q: 3 clusters Score -1219730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1219768.750000 Penalty: 4651.348145
	Iteration 36Q: 3 clusters Score -1219769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1219799.125000 Penalty: 4651.348145
	Iteration 37Q: 3 clusters Score -1219799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1219833.000000 Penalty: 4651.348145
	Iteration 38Q: 3 clusters Score -1219833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1219858.375000 Penalty: 4651.348145
	Iteration 39Q: 3 clusters Score -1219858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1219884.250000 Penalty: 4651.348145
	Iteration 40F: 3 clusters Score -1219884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1219893.375000 Penalty: 4651.348145
	Iteration 41Q: 3 clusters Score -1219893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1219905.375000 Penalty: 4651.348145
	Iteration 42Q: 3 clusters Score -1219905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1219913.250000 Penalty: 4651.348145
	Iteration 43Q: 3 clusters Score -1219913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1219920.750000 Penalty: 4651.348145
	Iteration 44Q: 3 clusters Score -1219921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1219923.375000 Penalty: 4651.348145
	Iteration 45Q: 3 clusters Score -1219923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1219921.375000 Penalty: 4651.348145
	Iteration 46Q: 3 clusters Score -1219921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1219924.000000 Penalty: 4651.348145
	Iteration 47Q: 3 clusters Score -1219924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1219928.875000 Penalty: 4651.348145
	Iteration 48Q: 3 clusters Score -1219929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1219932.500000 Penalty: 4651.348145
	Iteration 49Q: 3 clusters Score -1219932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1219931.875000 Penalty: 4651.348145
	Iteration 50Q: 3 clusters Score -1219932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1219934.500000 Penalty: 4651.348145
	Iteration 51Q: 3 clusters Score -1219934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1219937.625000 Penalty: 4651.348145
	Iteration 52Q: 3 clusters Score -1219938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1219942.375000 Penalty: 4651.348145
	Iteration 53Q: 3 clusters Score -1219942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1219944.500000 Penalty: 4651.348145
	Iteration 54Q: 3 clusters Score -1219944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1219944.875000 Penalty: 4651.348145
	Iteration 55Q: 3 clusters Score -1219945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1219947.625000 Penalty: 4651.348145
	Iteration 56Q: 3 clusters Score -1219948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1219949.500000 Penalty: 4651.348145
	Iteration 57Q: 3 clusters Score -1219950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1219949.625000 Penalty: 4651.348145
	Iteration 58Q: 3 clusters Score -1219950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1219955.750000 Penalty: 4651.348145
	Iteration 59Q: 3 clusters Score -1219956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1219960.625000 Penalty: 4651.348145
	Iteration 60F: 3 clusters Score -1219961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1219965.875000 Penalty: 4651.348145
	Iteration 61Q: 3 clusters Score -1219966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1219965.000000 Penalty: 4651.348145
	Iteration 62Q: 3 clusters Score -1219965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1219968.750000 Penalty: 4651.348145
	Iteration 63Q: 3 clusters Score -1219969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1219971.750000 Penalty: 4651.348145
	Iteration 64Q: 3 clusters Score -1219972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1219974.625000 Penalty: 4651.348145
	Iteration 65Q: 3 clusters Score -1219975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1219974.875000 Penalty: 4651.348145
	Iteration 66Q: 3 clusters Score -1219975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1219978.125000 Penalty: 4651.348145
	Iteration 67Q: 3 clusters Score -1219978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1219979.875000 Penalty: 4651.348145
	Iteration 68Q: 3 clusters Score -1219980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1219983.875000 Penalty: 4651.348145
	Iteration 69Q: 3 clusters Score -1219984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1219983.750000 Penalty: 4651.348145
	Iteration 70Q: 3 clusters Score -1219984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1219987.000000 Penalty: 4651.348145
	Iteration 71Q: 3 clusters Score -1219987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1219984.500000 Penalty: 4651.348145
	Iteration 72Q: 3 clusters Score -1219984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1219984.000000 Penalty: 4651.348145
	Iteration 73Q: 3 clusters Score -1219984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1219984.750000 Penalty: 4651.348145
	Iteration 74Q: 3 clusters Score -1219985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1219982.375000 Penalty: 4651.348145
	Iteration 75Q: 3 clusters Score -1219982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1219982.375000 Penalty: 4651.348145
	Iteration 76F: 3 clusters Score -1219982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -739876.687500 Penalty: 2223.846191
	Iteration 0F: 2 clusters Score -739876.7 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 3868 members 
Entering Unmasked Estep 
Score: -733606.062500 Penalty: 4447.692383
	Iteration 0F: 3 clusters Score -733606.1 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -735590.875000 Penalty: 4447.692383
	Iteration 1F: 3 clusters Score -735590.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -736023.562500 Penalty: 4447.692383
	Iteration 2F: 3 clusters Score -736023.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -736410.562500 Penalty: 4447.692383
	Iteration 3F: 3 clusters Score -736410.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -736810.437500 Penalty: 4447.692383
	Iteration 4F: 3 clusters Score -736810.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -737263.500000 Penalty: 4447.692383
	Iteration 5F: 3 clusters Score -737263.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -737778.375000 Penalty: 4447.692383
	Iteration 6F: 3 clusters Score -737778.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -738337.000000 Penalty: 4447.692383
	Iteration 7F: 3 clusters Score -738337 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -738838.375000 Penalty: 4447.692383
	Iteration 8Q: 3 clusters Score -738838.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -739172.625000 Penalty: 4447.692383
	Iteration 9Q: 3 clusters Score -739172.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -739299.750000 Penalty: 4447.692383
	Iteration 10Q: 3 clusters Score -739299.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -739334.687500 Penalty: 4447.692383
	Iteration 11Q: 3 clusters Score -739334.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -739347.562500 Penalty: 4447.692383
	Iteration 12Q: 3 clusters Score -739347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -739356.875000 Penalty: 4447.692383
	Iteration 13Q: 3 clusters Score -739356.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -739365.187500 Penalty: 4447.692383
	Iteration 14Q: 3 clusters Score -739365.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -739371.125000 Penalty: 4447.692383
	Iteration 15Q: 3 clusters Score -739371.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -739377.375000 Penalty: 4447.692383
	Iteration 16Q: 3 clusters Score -739377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -739382.562500 Penalty: 4447.692383
	Iteration 17Q: 3 clusters Score -739382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -739384.375000 Penalty: 4447.692383
	Iteration 18Q: 3 clusters Score -739384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -739385.875000 Penalty: 4447.692383
	Iteration 19Q: 3 clusters Score -739385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -739386.562500 Penalty: 4447.692383
	Iteration 20F: 3 clusters Score -739386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -739387.562500 Penalty: 4447.692383
	Iteration 21Q: 3 clusters Score -739387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -739387.562500 Penalty: 4447.692383
	Iteration 22F: 3 clusters Score -739387.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -197973.875000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -197973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -195299.562500 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -195299.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -195814.921875 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -195814.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -195939.562500 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -195939.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196009.593750 Penalty: 3793.774902
	Iteration 3Q: 3 clusters Score -196009.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -196053.718750 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -196053.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196090.875000 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -196090.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196117.390625 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -196117.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -196136.484375 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -196136.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -196151.171875 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -196151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196163.171875 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -196163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -196177.093750 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -196177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -196190.609375 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -196190.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196206.812500 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -196206.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -196223.187500 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -196223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196238.515625 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -196238.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196254.046875 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -196254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196267.234375 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -196267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -196278.812500 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -196278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -196285.531250 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -196285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196290.218750 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -196290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -196295.562500 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -196295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196298.484375 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -196298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196300.171875 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -196300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196302.515625 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -196302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196304.937500 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -196304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196306.968750 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -196307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -196308.656250 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -196308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196309.234375 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -196309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196309.234375 Penalty: 3793.774902
	Iteration 28F: 3 clusters Score -196309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -61507.683594 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -61507.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59799.113281 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -59799.11 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60063.855469 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -60063.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60159.613281 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -60159.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60215.125000 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -60215.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60336.656250 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -60336.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60416.542969 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -60416.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60511.121094 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -60511.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60570.015625 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -60570.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60600.847656 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -60600.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60617.332031 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -60617.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60625.570312 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -60625.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60639.648438 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -60639.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60645.367188 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -60645.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60654.191406 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -60654.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60656.710938 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -60656.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60660.472656 Penalty: 3254.271240
	Iteration 15Q: 3 clusters Score -60660.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60671.847656 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -60671.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60684.511719 Penalty: 3254.271240
	Iteration 17Q: 3 clusters Score -60684.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60695.765625 Penalty: 3254.271240
	Iteration 18Q: 3 clusters Score -60695.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60699.261719 Penalty: 3254.271240
	Iteration 19Q: 3 clusters Score -60699.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60699.261719 Penalty: 3254.271240
	Iteration 20F: 3 clusters Score -60699.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Entering Unmasked Estep 
Score: -9101186.000000 Penalty: 2827.189697
	Iteration 0F: 2 clusters Score -9101186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -9041519.000000 Penalty: 5654.379395
	Iteration 0F: 3 clusters Score -9041519 nChanged 42016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -9065844.000000 Penalty: 5654.379395
	Iteration 1F: 3 clusters Score -9065844 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -9067564.000000 Penalty: 5654.379395
	Iteration 2Q: 3 clusters Score -9067564 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -9070423.000000 Penalty: 5654.379395
	Iteration 3F: 3 clusters Score -9070423 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -9074695.000000 Penalty: 5654.379395
	Iteration 4F: 3 clusters Score -9074695 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -9080242.000000 Penalty: 5654.379395
	Iteration 5F: 3 clusters Score -9080242 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -9085505.000000 Penalty: 5654.379395
	Iteration 6F: 3 clusters Score -9085505 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -9090200.000000 Penalty: 5654.379395
	Iteration 7F: 3 clusters Score -9090200 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -9094096.000000 Penalty: 5654.379395
	Iteration 8Q: 3 clusters Score -9094096 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -9096627.000000 Penalty: 5654.379395
	Iteration 9Q: 3 clusters Score -9096627 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -9097844.000000 Penalty: 5654.379395
	Iteration 10Q: 3 clusters Score -9097844 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -9098263.000000 Penalty: 5654.379395
	Iteration 11Q: 3 clusters Score -9098263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -9098420.000000 Penalty: 5654.379395
	Iteration 12Q: 3 clusters Score -9098420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -9098530.000000 Penalty: 5654.379395
	Iteration 13Q: 3 clusters Score -9098530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -9098566.000000 Penalty: 5654.379395
	Iteration 14Q: 3 clusters Score -9098566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -9098602.000000 Penalty: 5654.379395
	Iteration 15Q: 3 clusters Score -9098602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -9098617.000000 Penalty: 5654.379395
	Iteration 16Q: 3 clusters Score -9098617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -9098634.000000 Penalty: 5654.379395
	Iteration 17Q: 3 clusters Score -9098634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -9098655.000000 Penalty: 5654.379395
	Iteration 18Q: 3 clusters Score -9098655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -9098665.000000 Penalty: 5654.379395
	Iteration 19Q: 3 clusters Score -9098665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -9098666.000000 Penalty: 5654.379395
	Iteration 20F: 3 clusters Score -9098666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -9098669.000000 Penalty: 5654.379395
	Iteration 21Q: 3 clusters Score -9098669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -9098669.000000 Penalty: 5654.379395
	Iteration 22F: 3 clusters Score -9098669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -683874.437500 Penalty: 2227.862061
	Iteration 0F: 2 clusters Score -683874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -677554.437500 Penalty: 4455.724121
	Iteration 0F: 3 clusters Score -677554.4 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -679493.437500 Penalty: 4455.724121
	Iteration 1F: 3 clusters Score -679493.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -679957.562500 Penalty: 4455.724121
	Iteration 2F: 3 clusters Score -679957.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -680305.187500 Penalty: 4455.724121
	Iteration 3F: 3 clusters Score -680305.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -680590.562500 Penalty: 4455.724121
	Iteration 4F: 3 clusters Score -680590.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -680811.437500 Penalty: 4455.724121
	Iteration 5Q: 3 clusters Score -680811.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -680994.375000 Penalty: 4455.724121
	Iteration 6Q: 3 clusters Score -680994.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -681151.500000 Penalty: 4455.724121
	Iteration 7Q: 3 clusters Score -681151.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -681305.750000 Penalty: 4455.724121
	Iteration 8Q: 3 clusters Score -681305.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -681465.937500 Penalty: 4455.724121
	Iteration 9Q: 3 clusters Score -681465.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -681642.125000 Penalty: 4455.724121
	Iteration 10Q: 3 clusters Score -681642.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -681794.875000 Penalty: 4455.724121
	Iteration 11Q: 3 clusters Score -681794.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -681909.250000 Penalty: 4455.724121
	Iteration 12Q: 3 clusters Score -681909.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -681978.562500 Penalty: 4455.724121
	Iteration 13Q: 3 clusters Score -681978.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -682027.812500 Penalty: 4455.724121
	Iteration 14Q: 3 clusters Score -682027.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -682061.687500 Penalty: 4455.724121
	Iteration 15Q: 3 clusters Score -682061.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -682086.750000 Penalty: 4455.724121
	Iteration 16Q: 3 clusters Score -682086.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -682105.750000 Penalty: 4455.724121
	Iteration 17Q: 3 clusters Score -682105.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -682119.687500 Penalty: 4455.724121
	Iteration 18Q: 3 clusters Score -682119.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -682133.000000 Penalty: 4455.724121
	Iteration 19Q: 3 clusters Score -682133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -682150.812500 Penalty: 4455.724121
	Iteration 20F: 3 clusters Score -682150.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -682161.625000 Penalty: 4455.724121
	Iteration 21Q: 3 clusters Score -682161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -682172.062500 Penalty: 4455.724121
	Iteration 22Q: 3 clusters Score -682172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -682180.562500 Penalty: 4455.724121
	Iteration 23Q: 3 clusters Score -682180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -682188.187500 Penalty: 4455.724121
	Iteration 24Q: 3 clusters Score -682188.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -682197.250000 Penalty: 4455.724121
	Iteration 25Q: 3 clusters Score -682197.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -682206.375000 Penalty: 4455.724121
	Iteration 26Q: 3 clusters Score -682206.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -682213.375000 Penalty: 4455.724121
	Iteration 27Q: 3 clusters Score -682213.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -682219.812500 Penalty: 4455.724121
	Iteration 28Q: 3 clusters Score -682219.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -682225.375000 Penalty: 4455.724121
	Iteration 29Q: 3 clusters Score -682225.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -682234.437500 Penalty: 4455.724121
	Iteration 30Q: 3 clusters Score -682234.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -682247.437500 Penalty: 4455.724121
	Iteration 31Q: 3 clusters Score -682247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -682256.125000 Penalty: 4455.724121
	Iteration 32Q: 3 clusters Score -682256.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -682264.375000 Penalty: 4455.724121
	Iteration 33Q: 3 clusters Score -682264.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -682271.562500 Penalty: 4455.724121
	Iteration 34Q: 3 clusters Score -682271.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -682285.000000 Penalty: 4455.724121
	Iteration 35Q: 3 clusters Score -682285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -682290.312500 Penalty: 4455.724121
	Iteration 36Q: 3 clusters Score -682290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -682295.562500 Penalty: 4455.724121
	Iteration 37Q: 3 clusters Score -682295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -682300.562500 Penalty: 4455.724121
	Iteration 38Q: 3 clusters Score -682300.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -682305.687500 Penalty: 4455.724121
	Iteration 39Q: 3 clusters Score -682305.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -682312.125000 Penalty: 4455.724121
	Iteration 40F: 3 clusters Score -682312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -682315.000000 Penalty: 4455.724121
	Iteration 41Q: 3 clusters Score -682315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -682315.437500 Penalty: 4455.724121
	Iteration 42Q: 3 clusters Score -682315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -682316.500000 Penalty: 4455.724121
	Iteration 43Q: 3 clusters Score -682316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -682315.562500 Penalty: 4455.724121
	Iteration 44Q: 3 clusters Score -682315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -682316.937500 Penalty: 4455.724121
	Iteration 45Q: 3 clusters Score -682316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -682316.937500 Penalty: 4455.724121
	Iteration 46F: 3 clusters Score -682316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Entering Unmasked Estep 
Score: -4421939.500000 Penalty: 2646.171875
	Iteration 0F: 2 clusters Score -4421940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4392931.500000 Penalty: 5292.343750
	Iteration 0F: 3 clusters Score -4392932 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4403882.000000 Penalty: 5292.343750
	Iteration 1F: 3 clusters Score -4403882 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4404662.500000 Penalty: 5292.343750
	Iteration 2Q: 3 clusters Score -4404662 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4405562.000000 Penalty: 5292.343750
	Iteration 3Q: 3 clusters Score -4405562 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4406725.000000 Penalty: 5292.343750
	Iteration 4F: 3 clusters Score -4406725 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4408251.000000 Penalty: 5292.343750
	Iteration 5F: 3 clusters Score -4408251 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4409845.000000 Penalty: 5292.343750
	Iteration 6F: 3 clusters Score -4409845 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4411319.000000 Penalty: 5292.343750
	Iteration 7F: 3 clusters Score -4411319 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4412590.500000 Penalty: 5292.343750
	Iteration 8F: 3 clusters Score -4412590 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4413586.000000 Penalty: 5292.343750
	Iteration 9Q: 3 clusters Score -4413586 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4414464.500000 Penalty: 5292.343750
	Iteration 10Q: 3 clusters Score -4414464 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4415282.000000 Penalty: 5292.343750
	Iteration 11Q: 3 clusters Score -4415282 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4416148.000000 Penalty: 5292.343750
	Iteration 12Q: 3 clusters Score -4416148 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -4416989.500000 Penalty: 5292.343750
	Iteration 13Q: 3 clusters Score -4416990 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -4417699.000000 Penalty: 5292.343750
	Iteration 14Q: 3 clusters Score -4417699 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4418337.000000 Penalty: 5292.343750
	Iteration 15Q: 3 clusters Score -4418337 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -4418783.000000 Penalty: 5292.343750
	Iteration 16Q: 3 clusters Score -4418783 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4419073.500000 Penalty: 5292.343750
	Iteration 17Q: 3 clusters Score -4419074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -4419277.500000 Penalty: 5292.343750
	Iteration 18Q: 3 clusters Score -4419278 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -4419419.000000 Penalty: 5292.343750
	Iteration 19Q: 3 clusters Score -4419419 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -4419526.500000 Penalty: 5292.343750
	Iteration 20F: 3 clusters Score -4419526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -4419594.000000 Penalty: 5292.343750
	Iteration 21Q: 3 clusters Score -4419594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -4419655.000000 Penalty: 5292.343750
	Iteration 22Q: 3 clusters Score -4419655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -4419709.000000 Penalty: 5292.343750
	Iteration 23Q: 3 clusters Score -4419709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -4419738.500000 Penalty: 5292.343750
	Iteration 24Q: 3 clusters Score -4419738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -4419769.000000 Penalty: 5292.343750
	Iteration 25Q: 3 clusters Score -4419769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -4419793.000000 Penalty: 5292.343750
	Iteration 26Q: 3 clusters Score -4419793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -4419805.000000 Penalty: 5292.343750
	Iteration 27Q: 3 clusters Score -4419805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -4419821.500000 Penalty: 5292.343750
	Iteration 28Q: 3 clusters Score -4419822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4419843.500000 Penalty: 5292.343750
	Iteration 29Q: 3 clusters Score -4419844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -4419859.000000 Penalty: 5292.343750
	Iteration 30Q: 3 clusters Score -4419859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -4419885.500000 Penalty: 5292.343750
	Iteration 31Q: 3 clusters Score -4419886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -4419901.000000 Penalty: 5292.343750
	Iteration 32Q: 3 clusters Score -4419901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4419907.500000 Penalty: 5292.343750
	Iteration 33Q: 3 clusters Score -4419908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -4419910.000000 Penalty: 5292.343750
	Iteration 34Q: 3 clusters Score -4419910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4419912.500000 Penalty: 5292.343750
	Iteration 35Q: 3 clusters Score -4419912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -4419930.000000 Penalty: 5292.343750
	Iteration 36Q: 3 clusters Score -4419930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -4419932.500000 Penalty: 5292.343750
	Iteration 37Q: 3 clusters Score -4419932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -4419932.000000 Penalty: 5292.343750
	Iteration 38Q: 3 clusters Score -4419932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -4419938.000000 Penalty: 5292.343750
	Iteration 39Q: 3 clusters Score -4419938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -4419934.000000 Penalty: 5292.343750
	Iteration 40F: 3 clusters Score -4419934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4419936.500000 Penalty: 5292.343750
	Iteration 41Q: 3 clusters Score -4419936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4419937.500000 Penalty: 5292.343750
	Iteration 42Q: 3 clusters Score -4419938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4419944.000000 Penalty: 5292.343750
	Iteration 43Q: 3 clusters Score -4419944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4419948.500000 Penalty: 5292.343750
	Iteration 44Q: 3 clusters Score -4419948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4419948.500000 Penalty: 5292.343750
	Iteration 45F: 3 clusters Score -4419948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -236539.500000 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -236539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -233634.843750 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -233634.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234196.968750 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -234197 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -234342.937500 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -234342.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -234439.812500 Penalty: 3866.844971
	Iteration 3Q: 3 clusters Score -234439.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -234519.500000 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -234519.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -234594.640625 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -234594.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -234669.718750 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -234669.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -234728.843750 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -234728.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234790.437500 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -234790.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -234878.062500 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -234878.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -234984.093750 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -234984.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -235095.203125 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -235095.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -235213.171875 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -235213.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -235326.343750 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -235326.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -235430.390625 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -235430.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -235507.500000 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -235507.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -235574.078125 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -235574.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -235608.265625 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -235608.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -235622.250000 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -235622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -235629.968750 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -235630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -235640.031250 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -235640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -235646.578125 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -235646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -235649.953125 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -235650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -235653.796875 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -235653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -235658.000000 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -235658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -235659.703125 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -235659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -235661.375000 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -235661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -235662.843750 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -235662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -235663.437500 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -235663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235663.796875 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -235663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235663.796875 Penalty: 3866.844971
	Iteration 30F: 3 clusters Score -235663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210510 members 
Entering Unmasked Estep 
Score: -21673050.000000 Penalty: 3039.807373
	Iteration 0F: 2 clusters Score -2.167305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -21531766.000000 Penalty: 6079.614746
	Iteration 0F: 3 clusters Score -2.153177e+07 nChanged 101368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -21592198.000000 Penalty: 6079.614746
	Iteration 1F: 3 clusters Score -2.15922e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -21593874.000000 Penalty: 6079.614746
	Iteration 2Q: 3 clusters Score -2.159387e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -21596362.000000 Penalty: 6079.614746
	Iteration 3Q: 3 clusters Score -2.159636e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -21600208.000000 Penalty: 6079.614746
	Iteration 4Q: 3 clusters Score -2.160021e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 124572 members 
Entering Unmasked Estep 
Score: -21606652.000000 Penalty: 6079.614746
	Iteration 5F: 3 clusters Score -2.160665e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 133278 members 
Entering Unmasked Estep 
Score: -21614132.000000 Penalty: 6079.614746
	Iteration 6F: 3 clusters Score -2.161413e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 142823 members 
Entering Unmasked Estep 
Score: -21621906.000000 Penalty: 6079.614746
	Iteration 7F: 3 clusters Score -2.162191e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -21629014.000000 Penalty: 6079.614746
	Iteration 8F: 3 clusters Score -2.162901e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -21635096.000000 Penalty: 6079.614746
	Iteration 9F: 3 clusters Score -2.16351e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -21640486.000000 Penalty: 6079.614746
	Iteration 10Q: 3 clusters Score -2.164049e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 180499 members 
Entering Unmasked Estep 
Score: -21646596.000000 Penalty: 6079.614746
	Iteration 11Q: 3 clusters Score -2.16466e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -21652730.000000 Penalty: 6079.614746
	Iteration 12Q: 3 clusters Score -2.165273e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 196922 members 
Entering Unmasked Estep 
Score: -21658928.000000 Penalty: 6079.614746
	Iteration 13Q: 3 clusters Score -2.165893e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 202870 members 
Entering Unmasked Estep 
Score: -21664004.000000 Penalty: 6079.614746
	Iteration 14Q: 3 clusters Score -2.1664e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 206566 members 
Entering Unmasked Estep 
Score: -21667086.000000 Penalty: 6079.614746
	Iteration 15Q: 3 clusters Score -2.166709e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 208466 members 
Entering Unmasked Estep 
Score: -21668794.000000 Penalty: 6079.614746
	Iteration 16Q: 3 clusters Score -2.166879e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 209338 members 
Entering Unmasked Estep 
Score: -21669574.000000 Penalty: 6079.614746
	Iteration 17Q: 3 clusters Score -2.166957e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 209703 members 
Entering Unmasked Estep 
Score: -21669970.000000 Penalty: 6079.614746
	Iteration 18Q: 3 clusters Score -2.166997e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 209844 members 
Entering Unmasked Estep 
Score: -21670106.000000 Penalty: 6079.614746
	Iteration 19Q: 3 clusters Score -2.167011e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 209917 members 
Entering Unmasked Estep 
Score: -21670152.000000 Penalty: 6079.614746
	Iteration 20F: 3 clusters Score -2.167015e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 209959 members 
Entering Unmasked Estep 
Score: -21670258.000000 Penalty: 6079.614746
	Iteration 21Q: 3 clusters Score -2.167026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 209985 members 
Entering Unmasked Estep 
Score: -21670298.000000 Penalty: 6079.614746
	Iteration 22Q: 3 clusters Score -2.16703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 210002 members 
Entering Unmasked Estep 
Score: -21670326.000000 Penalty: 6079.614746
	Iteration 23Q: 3 clusters Score -2.167033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 210016 members 
Entering Unmasked Estep 
Score: -21670352.000000 Penalty: 6079.614746
	Iteration 24Q: 3 clusters Score -2.167035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 210025 members 
Entering Unmasked Estep 
Score: -21670366.000000 Penalty: 6079.614746
	Iteration 25Q: 3 clusters Score -2.167037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 210029 members 
Entering Unmasked Estep 
Score: -21670384.000000 Penalty: 6079.614746
	Iteration 26Q: 3 clusters Score -2.167038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 210037 members 
Entering Unmasked Estep 
Score: -21670376.000000 Penalty: 6079.614746
	Iteration 27Q: 3 clusters Score -2.167038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 210044 members 
Entering Unmasked Estep 
Score: -21670376.000000 Penalty: 6079.614746
	Iteration 28Q: 3 clusters Score -2.167038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 210049 members 
Entering Unmasked Estep 
Score: -21670386.000000 Penalty: 6079.614746
	Iteration 29Q: 3 clusters Score -2.167039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 210055 members 
Entering Unmasked Estep 
Score: -21670406.000000 Penalty: 6079.614746
	Iteration 30Q: 3 clusters Score -2.167041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 210063 members 
Entering Unmasked Estep 
Score: -21670414.000000 Penalty: 6079.614746
	Iteration 31Q: 3 clusters Score -2.167041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 210067 members 
Entering Unmasked Estep 
Score: -21670424.000000 Penalty: 6079.614746
	Iteration 32Q: 3 clusters Score -2.167042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 210075 members 
Entering Unmasked Estep 
Score: -21670424.000000 Penalty: 6079.614746
	Iteration 33Q: 3 clusters Score -2.167042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 210077 members 
Entering Unmasked Estep 
Score: -21670446.000000 Penalty: 6079.614746
	Iteration 34Q: 3 clusters Score -2.167045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 210081 members 
Entering Unmasked Estep 
Score: -21670450.000000 Penalty: 6079.614746
	Iteration 35Q: 3 clusters Score -2.167045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 210084 members 
Entering Unmasked Estep 
Score: -21670436.000000 Penalty: 6079.614746
	Iteration 36Q: 3 clusters Score -2.167044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 210086 members 
Entering Unmasked Estep 
Score: -21670442.000000 Penalty: 6079.614746
	Iteration 37Q: 3 clusters Score -2.167044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 210086 members 
Entering Unmasked Estep 
Score: -21670446.000000 Penalty: 6079.614746
	Iteration 38Q: 3 clusters Score -2.167045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 210085 members 
Entering Unmasked Estep 
Score: -21670446.000000 Penalty: 6079.614746
	Iteration 39Q: 3 clusters Score -2.167045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 210085 members 
Entering Unmasked Estep 
Score: -21670446.000000 Penalty: 6079.614746
	Iteration 40F: 3 clusters Score -2.167045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -788387.312500 Penalty: 2219.796387
	Iteration 0F: 2 clusters Score -788387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -782230.187500 Penalty: 4439.592773
	Iteration 0F: 3 clusters Score -782230.2 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -783941.312500 Penalty: 4439.592773
	Iteration 1F: 3 clusters Score -783941.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -784218.062500 Penalty: 4439.592773
	Iteration 2F: 3 clusters Score -784218.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -784474.875000 Penalty: 4439.592773
	Iteration 3F: 3 clusters Score -784474.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -784795.500000 Penalty: 4439.592773
	Iteration 4F: 3 clusters Score -784795.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -785181.437500 Penalty: 4439.592773
	Iteration 5F: 3 clusters Score -785181.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -785598.562500 Penalty: 4439.592773
	Iteration 6F: 3 clusters Score -785598.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -785973.000000 Penalty: 4439.592773
	Iteration 7F: 3 clusters Score -785973 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -786238.562500 Penalty: 4439.592773
	Iteration 8Q: 3 clusters Score -786238.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -786398.375000 Penalty: 4439.592773
	Iteration 9Q: 3 clusters Score -786398.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -786494.875000 Penalty: 4439.592773
	Iteration 10Q: 3 clusters Score -786494.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -786570.437500 Penalty: 4439.592773
	Iteration 11Q: 3 clusters Score -786570.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -786617.375000 Penalty: 4439.592773
	Iteration 12Q: 3 clusters Score -786617.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -786641.500000 Penalty: 4439.592773
	Iteration 13Q: 3 clusters Score -786641.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -786649.875000 Penalty: 4439.592773
	Iteration 14Q: 3 clusters Score -786649.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -786658.000000 Penalty: 4439.592773
	Iteration 15Q: 3 clusters Score -786658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -786666.687500 Penalty: 4439.592773
	Iteration 16Q: 3 clusters Score -786666.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -786669.437500 Penalty: 4439.592773
	Iteration 17Q: 3 clusters Score -786669.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -786673.062500 Penalty: 4439.592773
	Iteration 18Q: 3 clusters Score -786673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -786673.750000 Penalty: 4439.592773
	Iteration 19Q: 3 clusters Score -786673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -786673.437500 Penalty: 4439.592773
	Iteration 20F: 3 clusters Score -786673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -786677.562500 Penalty: 4439.592773
	Iteration 21Q: 3 clusters Score -786677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -786679.437500 Penalty: 4439.592773
	Iteration 22Q: 3 clusters Score -786679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -786681.125000 Penalty: 4439.592773
	Iteration 23Q: 3 clusters Score -786681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -786681.125000 Penalty: 4439.592773
	Iteration 24F: 3 clusters Score -786681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -269535.093750 Penalty: 1974.851807
	Iteration 0F: 2 clusters Score -269535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -266329.843750 Penalty: 3949.703613
	Iteration 0F: 3 clusters Score -266329.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -267025.531250 Penalty: 3949.703613
	Iteration 1F: 3 clusters Score -267025.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -267278.750000 Penalty: 3949.703613
	Iteration 2F: 3 clusters Score -267278.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -267500.187500 Penalty: 3949.703613
	Iteration 3F: 3 clusters Score -267500.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -267690.843750 Penalty: 3949.703613
	Iteration 4F: 3 clusters Score -267690.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -267801.187500 Penalty: 3949.703613
	Iteration 5Q: 3 clusters Score -267801.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -267881.343750 Penalty: 3949.703613
	Iteration 6Q: 3 clusters Score -267881.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -267958.687500 Penalty: 3949.703613
	Iteration 7Q: 3 clusters Score -267958.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -268014.968750 Penalty: 3949.703613
	Iteration 8Q: 3 clusters Score -268015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -268050.375000 Penalty: 3949.703613
	Iteration 9Q: 3 clusters Score -268050.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -268077.156250 Penalty: 3949.703613
	Iteration 10Q: 3 clusters Score -268077.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -268094.812500 Penalty: 3949.703613
	Iteration 11Q: 3 clusters Score -268094.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268110.843750 Penalty: 3949.703613
	Iteration 12Q: 3 clusters Score -268110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -268123.000000 Penalty: 3949.703613
	Iteration 13Q: 3 clusters Score -268123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268135.750000 Penalty: 3949.703613
	Iteration 14Q: 3 clusters Score -268135.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -268148.375000 Penalty: 3949.703613
	Iteration 15Q: 3 clusters Score -268148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -268155.187500 Penalty: 3949.703613
	Iteration 16Q: 3 clusters Score -268155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -268157.531250 Penalty: 3949.703613
	Iteration 17Q: 3 clusters Score -268157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -268159.343750 Penalty: 3949.703613
	Iteration 18Q: 3 clusters Score -268159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -268162.625000 Penalty: 3949.703613
	Iteration 19Q: 3 clusters Score -268162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -268165.687500 Penalty: 3949.703613
	Iteration 20F: 3 clusters Score -268165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -268169.375000 Penalty: 3949.703613
	Iteration 21Q: 3 clusters Score -268169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -268171.000000 Penalty: 3949.703613
	Iteration 22Q: 3 clusters Score -268171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -268172.687500 Penalty: 3949.703613
	Iteration 23Q: 3 clusters Score -268172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -268173.187500 Penalty: 3949.703613
	Iteration 24Q: 3 clusters Score -268173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -268173.437500 Penalty: 3949.703613
	Iteration 25Q: 3 clusters Score -268173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -268175.062500 Penalty: 3949.703613
	Iteration 26Q: 3 clusters Score -268175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -268175.875000 Penalty: 3949.703613
	Iteration 27Q: 3 clusters Score -268175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -268176.812500 Penalty: 3949.703613
	Iteration 28Q: 3 clusters Score -268176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -268176.812500 Penalty: 3949.703613
	Iteration 29F: 3 clusters Score -268176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -904115.062500 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -904115.1 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 4339 members 
Entering Unmasked Estep 
Score: -897186.750000 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -897186.8 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -899155.062500 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -899155.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -899442.312500 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -899442.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -899660.375000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -899660.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -899813.687500 Penalty: 4499.596680
	Iteration 4Q: 3 clusters Score -899813.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -899938.937500 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -899938.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -900042.812500 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -900042.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -900143.812500 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -900143.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -900235.187500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -900235.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -900319.062500 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -900319.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -900397.375000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -900397.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -900474.750000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -900474.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -900558.812500 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -900558.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -900656.062500 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -900656.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -900753.625000 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -900753.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -900863.812500 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -900863.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -900972.687500 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -900972.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -901100.687500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -901100.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -901257.187500 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -901257.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -901438.125000 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -901438.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -901635.125000 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -901635.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -901785.250000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -901785.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -901898.375000 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -901898.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -901975.187500 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -901975.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -902054.062500 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -902054.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -902107.437500 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -902107.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -902137.437500 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -902137.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -902160.500000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -902160.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -902177.625000 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -902177.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -902188.812500 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -902188.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -902209.062500 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -902209.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -902222.437500 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -902222.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -902225.125000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -902225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -902232.937500 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -902232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -902244.687500 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -902244.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -902251.750000 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -902251.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -902260.000000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -902260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -902269.062500 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -902269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -902276.312500 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -902276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -902284.687500 Penalty: 4499.596680
	Iteration 39Q: 3 clusters Score -902284.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -902289.500000 Penalty: 4499.596680
	Iteration 40F: 3 clusters Score -902289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -902292.750000 Penalty: 4499.596680
	Iteration 41Q: 3 clusters Score -902292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -902295.687500 Penalty: 4499.596680
	Iteration 42Q: 3 clusters Score -902295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -902296.500000 Penalty: 4499.596680
	Iteration 43Q: 3 clusters Score -902296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -902300.062500 Penalty: 4499.596680
	Iteration 44Q: 3 clusters Score -902300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -902302.187500 Penalty: 4499.596680
	Iteration 45Q: 3 clusters Score -902302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -902302.187500 Penalty: 4499.596680
	Iteration 46F: 3 clusters Score -902302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -504365.656250 Penalty: 2116.541992
	Iteration 0F: 2 clusters Score -504365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -499812.562500 Penalty: 4233.083984
	Iteration 0F: 3 clusters Score -499812.6 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -501032.343750 Penalty: 4233.083984
	Iteration 1F: 3 clusters Score -501032.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -501307.250000 Penalty: 4233.083984
	Iteration 2F: 3 clusters Score -501307.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -501501.125000 Penalty: 4233.083984
	Iteration 3F: 3 clusters Score -501501.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -501666.281250 Penalty: 4233.083984
	Iteration 4Q: 3 clusters Score -501666.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -501804.968750 Penalty: 4233.083984
	Iteration 5Q: 3 clusters Score -501805 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -501936.093750 Penalty: 4233.083984
	Iteration 6Q: 3 clusters Score -501936.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -502042.562500 Penalty: 4233.083984
	Iteration 7Q: 3 clusters Score -502042.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -502116.500000 Penalty: 4233.083984
	Iteration 8Q: 3 clusters Score -502116.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -502184.906250 Penalty: 4233.083984
	Iteration 9Q: 3 clusters Score -502184.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -502254.125000 Penalty: 4233.083984
	Iteration 10Q: 3 clusters Score -502254.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -502334.062500 Penalty: 4233.083984
	Iteration 11Q: 3 clusters Score -502334.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -502414.937500 Penalty: 4233.083984
	Iteration 12Q: 3 clusters Score -502414.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -502497.812500 Penalty: 4233.083984
	Iteration 13Q: 3 clusters Score -502497.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -502567.906250 Penalty: 4233.083984
	Iteration 14Q: 3 clusters Score -502567.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -502654.125000 Penalty: 4233.083984
	Iteration 15Q: 3 clusters Score -502654.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -502735.562500 Penalty: 4233.083984
	Iteration 16Q: 3 clusters Score -502735.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -502837.343750 Penalty: 4233.083984
	Iteration 17Q: 3 clusters Score -502837.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -502965.406250 Penalty: 4233.083984
	Iteration 18Q: 3 clusters Score -502965.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -503123.531250 Penalty: 4233.083984
	Iteration 19Q: 3 clusters Score -503123.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -503379.156250 Penalty: 4233.083984
	Iteration 20F: 3 clusters Score -503379.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -503593.531250 Penalty: 4233.083984
	Iteration 21Q: 3 clusters Score -503593.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -503669.375000 Penalty: 4233.083984
	Iteration 22Q: 3 clusters Score -503669.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -503701.406250 Penalty: 4233.083984
	Iteration 23Q: 3 clusters Score -503701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -503715.406250 Penalty: 4233.083984
	Iteration 24Q: 3 clusters Score -503715.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -503718.593750 Penalty: 4233.083984
	Iteration 25Q: 3 clusters Score -503718.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -503721.625000 Penalty: 4233.083984
	Iteration 26Q: 3 clusters Score -503721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -503722.281250 Penalty: 4233.083984
	Iteration 27Q: 3 clusters Score -503722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -503723.031250 Penalty: 4233.083984
	Iteration 28Q: 3 clusters Score -503723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -503724.031250 Penalty: 4233.083984
	Iteration 29Q: 3 clusters Score -503724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -503725.906250 Penalty: 4233.083984
	Iteration 30Q: 3 clusters Score -503725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -503726.250000 Penalty: 4233.083984
	Iteration 31Q: 3 clusters Score -503726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -503727.250000 Penalty: 4233.083984
	Iteration 32Q: 3 clusters Score -503727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -503728.625000 Penalty: 4233.083984
	Iteration 33Q: 3 clusters Score -503728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -503728.156250 Penalty: 4233.083984
	Iteration 34Q: 3 clusters Score -503728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -503728.156250 Penalty: 4233.083984
	Iteration 35F: 3 clusters Score -503728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Entering Unmasked Estep 
Score: -5809926.000000 Penalty: 2714.465088
	Iteration 0F: 2 clusters Score -5809926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -5772073.500000 Penalty: 5428.930176
	Iteration 0F: 3 clusters Score -5772074 nChanged 26168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -5786284.500000 Penalty: 5428.930176
	Iteration 1F: 3 clusters Score -5786284 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5786841.500000 Penalty: 5428.930176
	Iteration 2Q: 3 clusters Score -5786842 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5787334.500000 Penalty: 5428.930176
	Iteration 3Q: 3 clusters Score -5787334 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -5787832.500000 Penalty: 5428.930176
	Iteration 4Q: 3 clusters Score -5787832 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5788322.000000 Penalty: 5428.930176
	Iteration 5Q: 3 clusters Score -5788322 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5788977.000000 Penalty: 5428.930176
	Iteration 6Q: 3 clusters Score -5788977 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -5789849.000000 Penalty: 5428.930176
	Iteration 7Q: 3 clusters Score -5789849 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -5791125.500000 Penalty: 5428.930176
	Iteration 8Q: 3 clusters Score -5791126 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5792798.500000 Penalty: 5428.930176
	Iteration 9F: 3 clusters Score -5792798 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5794739.000000 Penalty: 5428.930176
	Iteration 10F: 3 clusters Score -5794739 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -5796945.500000 Penalty: 5428.930176
	Iteration 11F: 3 clusters Score -5796946 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5798840.000000 Penalty: 5428.930176
	Iteration 12F: 3 clusters Score -5798840 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -5800568.500000 Penalty: 5428.930176
	Iteration 13Q: 3 clusters Score -5800568 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -5801963.000000 Penalty: 5428.930176
	Iteration 14Q: 3 clusters Score -5801963 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -5803123.500000 Penalty: 5428.930176
	Iteration 15Q: 3 clusters Score -5803124 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -5804090.000000 Penalty: 5428.930176
	Iteration 16Q: 3 clusters Score -5804090 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -5804882.500000 Penalty: 5428.930176
	Iteration 17Q: 3 clusters Score -5804882 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -5805542.500000 Penalty: 5428.930176
	Iteration 18Q: 3 clusters Score -5805542 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -5806060.000000 Penalty: 5428.930176
	Iteration 19Q: 3 clusters Score -5806060 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -5806426.500000 Penalty: 5428.930176
	Iteration 20F: 3 clusters Score -5806426 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -5806719.000000 Penalty: 5428.930176
	Iteration 21Q: 3 clusters Score -5806719 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -5806894.500000 Penalty: 5428.930176
	Iteration 22Q: 3 clusters Score -5806894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -5807017.000000 Penalty: 5428.930176
	Iteration 23Q: 3 clusters Score -5807017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -5807101.500000 Penalty: 5428.930176
	Iteration 24Q: 3 clusters Score -5807102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -5807168.000000 Penalty: 5428.930176
	Iteration 25Q: 3 clusters Score -5807168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -5807240.000000 Penalty: 5428.930176
	Iteration 26Q: 3 clusters Score -5807240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -5807309.000000 Penalty: 5428.930176
	Iteration 27Q: 3 clusters Score -5807309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -5807333.500000 Penalty: 5428.930176
	Iteration 28Q: 3 clusters Score -5807334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -5807350.500000 Penalty: 5428.930176
	Iteration 29Q: 3 clusters Score -5807350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -5807373.500000 Penalty: 5428.930176
	Iteration 30Q: 3 clusters Score -5807374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -5807405.500000 Penalty: 5428.930176
	Iteration 31Q: 3 clusters Score -5807406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -5807426.000000 Penalty: 5428.930176
	Iteration 32Q: 3 clusters Score -5807426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -5807442.500000 Penalty: 5428.930176
	Iteration 33Q: 3 clusters Score -5807442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -5807468.500000 Penalty: 5428.930176
	Iteration 34Q: 3 clusters Score -5807468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -5807482.500000 Penalty: 5428.930176
	Iteration 35Q: 3 clusters Score -5807482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -5807506.000000 Penalty: 5428.930176
	Iteration 36Q: 3 clusters Score -5807506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -5807520.500000 Penalty: 5428.930176
	Iteration 37Q: 3 clusters Score -5807520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -5807529.500000 Penalty: 5428.930176
	Iteration 38Q: 3 clusters Score -5807530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -5807535.000000 Penalty: 5428.930176
	Iteration 39Q: 3 clusters Score -5807535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -5807542.000000 Penalty: 5428.930176
	Iteration 40F: 3 clusters Score -5807542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -5807559.000000 Penalty: 5428.930176
	Iteration 41Q: 3 clusters Score -5807559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -5807563.000000 Penalty: 5428.930176
	Iteration 42Q: 3 clusters Score -5807563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -5807575.500000 Penalty: 5428.930176
	Iteration 43Q: 3 clusters Score -5807576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -5807579.500000 Penalty: 5428.930176
	Iteration 44Q: 3 clusters Score -5807580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -5807582.000000 Penalty: 5428.930176
	Iteration 45Q: 3 clusters Score -5807582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -5807584.500000 Penalty: 5428.930176
	Iteration 46Q: 3 clusters Score -5807584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -5807586.000000 Penalty: 5428.930176
	Iteration 47Q: 3 clusters Score -5807586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -5807588.000000 Penalty: 5428.930176
	Iteration 48Q: 3 clusters Score -5807588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -5807589.000000 Penalty: 5428.930176
	Iteration 49Q: 3 clusters Score -5807589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -5807592.000000 Penalty: 5428.930176
	Iteration 50Q: 3 clusters Score -5807592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -5807599.000000 Penalty: 5428.930176
	Iteration 51Q: 3 clusters Score -5807599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -5807603.000000 Penalty: 5428.930176
	Iteration 52Q: 3 clusters Score -5807603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -5807609.000000 Penalty: 5428.930176
	Iteration 53Q: 3 clusters Score -5807609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -5807615.500000 Penalty: 5428.930176
	Iteration 54Q: 3 clusters Score -5807616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -5807616.500000 Penalty: 5428.930176
	Iteration 55Q: 3 clusters Score -5807616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -5807619.500000 Penalty: 5428.930176
	Iteration 56Q: 3 clusters Score -5807620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -5807625.000000 Penalty: 5428.930176
	Iteration 57Q: 3 clusters Score -5807625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -5807622.500000 Penalty: 5428.930176
	Iteration 58Q: 3 clusters Score -5807622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -5807625.500000 Penalty: 5428.930176
	Iteration 59Q: 3 clusters Score -5807626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -5807625.500000 Penalty: 5428.930176
	Iteration 60F: 3 clusters Score -5807626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Entering Unmasked Estep 
Score: -892281.500000 Penalty: 2251.784424
	Iteration 0F: 2 clusters Score -892281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -885433.750000 Penalty: 4503.568848
	Iteration 0F: 3 clusters Score -885433.8 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -887351.125000 Penalty: 4503.568848
	Iteration 1F: 3 clusters Score -887351.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -887670.375000 Penalty: 4503.568848
	Iteration 2F: 3 clusters Score -887670.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -887923.375000 Penalty: 4503.568848
	Iteration 3F: 3 clusters Score -887923.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -888138.812500 Penalty: 4503.568848
	Iteration 4Q: 3 clusters Score -888138.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -888342.500000 Penalty: 4503.568848
	Iteration 5Q: 3 clusters Score -888342.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -888579.750000 Penalty: 4503.568848
	Iteration 6Q: 3 clusters Score -888579.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -888839.687500 Penalty: 4503.568848
	Iteration 7Q: 3 clusters Score -888839.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -889081.000000 Penalty: 4503.568848
	Iteration 8Q: 3 clusters Score -889081 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -889312.562500 Penalty: 4503.568848
	Iteration 9Q: 3 clusters Score -889312.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -889539.125000 Penalty: 4503.568848
	Iteration 10Q: 3 clusters Score -889539.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -889711.625000 Penalty: 4503.568848
	Iteration 11Q: 3 clusters Score -889711.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -889850.312500 Penalty: 4503.568848
	Iteration 12Q: 3 clusters Score -889850.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -889974.500000 Penalty: 4503.568848
	Iteration 13Q: 3 clusters Score -889974.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -890065.250000 Penalty: 4503.568848
	Iteration 14Q: 3 clusters Score -890065.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -890131.750000 Penalty: 4503.568848
	Iteration 15Q: 3 clusters Score -890131.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -890169.312500 Penalty: 4503.568848
	Iteration 16Q: 3 clusters Score -890169.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -890204.562500 Penalty: 4503.568848
	Iteration 17Q: 3 clusters Score -890204.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -890229.000000 Penalty: 4503.568848
	Iteration 18Q: 3 clusters Score -890229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -890240.437500 Penalty: 4503.568848
	Iteration 19Q: 3 clusters Score -890240.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -890257.500000 Penalty: 4503.568848
	Iteration 20F: 3 clusters Score -890257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -890267.187500 Penalty: 4503.568848
	Iteration 21Q: 3 clusters Score -890267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -890273.437500 Penalty: 4503.568848
	Iteration 22Q: 3 clusters Score -890273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -890277.000000 Penalty: 4503.568848
	Iteration 23Q: 3 clusters Score -890277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -890284.250000 Penalty: 4503.568848
	Iteration 24Q: 3 clusters Score -890284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -890287.625000 Penalty: 4503.568848
	Iteration 25Q: 3 clusters Score -890287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -890291.062500 Penalty: 4503.568848
	Iteration 26Q: 3 clusters Score -890291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -890297.125000 Penalty: 4503.568848
	Iteration 27Q: 3 clusters Score -890297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -890301.375000 Penalty: 4503.568848
	Iteration 28Q: 3 clusters Score -890301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -890305.375000 Penalty: 4503.568848
	Iteration 29Q: 3 clusters Score -890305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -890308.625000 Penalty: 4503.568848
	Iteration 30Q: 3 clusters Score -890308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -890312.562500 Penalty: 4503.568848
	Iteration 31Q: 3 clusters Score -890312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -890316.375000 Penalty: 4503.568848
	Iteration 32Q: 3 clusters Score -890316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -890321.187500 Penalty: 4503.568848
	Iteration 33Q: 3 clusters Score -890321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -890325.687500 Penalty: 4503.568848
	Iteration 34Q: 3 clusters Score -890325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -890333.875000 Penalty: 4503.568848
	Iteration 35Q: 3 clusters Score -890333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -890334.750000 Penalty: 4503.568848
	Iteration 36Q: 3 clusters Score -890334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -890340.875000 Penalty: 4503.568848
	Iteration 37Q: 3 clusters Score -890340.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -890344.562500 Penalty: 4503.568848
	Iteration 38Q: 3 clusters Score -890344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -890348.125000 Penalty: 4503.568848
	Iteration 39Q: 3 clusters Score -890348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -890349.187500 Penalty: 4503.568848
	Iteration 40F: 3 clusters Score -890349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -890351.125000 Penalty: 4503.568848
	Iteration 41Q: 3 clusters Score -890351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -890352.937500 Penalty: 4503.568848
	Iteration 42Q: 3 clusters Score -890352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -890352.937500 Penalty: 4503.568848
	Iteration 43F: 3 clusters Score -890352.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -435385.187500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -435385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -431266.218750 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -431266.2 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -432230.906250 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -432230.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -432452.281250 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -432452.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -432618.656250 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -432618.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -432768.468750 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -432768.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -432904.906250 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -432904.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -433024.812500 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -433024.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -433129.843750 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -433129.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -433194.593750 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -433194.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -433243.500000 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -433243.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -433280.031250 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -433280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -433311.531250 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -433311.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -433351.125000 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -433351.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -433380.718750 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -433380.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -433399.468750 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -433399.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -433437.843750 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -433437.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -433463.968750 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -433464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -433479.593750 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -433479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -433489.281250 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -433489.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -433500.968750 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -433501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -433508.968750 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -433509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -433517.375000 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -433517.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -433526.437500 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -433526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -433534.656250 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -433534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -433538.468750 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -433538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -433545.000000 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -433545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -433547.500000 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -433547.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -433551.687500 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -433551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -433553.187500 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -433553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -433556.656250 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -433556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -433560.000000 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -433560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -433563.562500 Penalty: 4156.706543
	Iteration 31Q: 3 clusters Score -433563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -433568.750000 Penalty: 4156.706543
	Iteration 32Q: 3 clusters Score -433568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -433570.437500 Penalty: 4156.706543
	Iteration 33Q: 3 clusters Score -433570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -433571.406250 Penalty: 4156.706543
	Iteration 34Q: 3 clusters Score -433571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -433572.781250 Penalty: 4156.706543
	Iteration 35Q: 3 clusters Score -433572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -433577.750000 Penalty: 4156.706543
	Iteration 36Q: 3 clusters Score -433577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -433581.812500 Penalty: 4156.706543
	Iteration 37Q: 3 clusters Score -433581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -433585.156250 Penalty: 4156.706543
	Iteration 38Q: 3 clusters Score -433585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -433587.125000 Penalty: 4156.706543
	Iteration 39Q: 3 clusters Score -433587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -433590.687500 Penalty: 4156.706543
	Iteration 40F: 3 clusters Score -433590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -433593.625000 Penalty: 4156.706543
	Iteration 41Q: 3 clusters Score -433593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -433596.312500 Penalty: 4156.706543
	Iteration 42Q: 3 clusters Score -433596.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -433599.156250 Penalty: 4156.706543
	Iteration 43Q: 3 clusters Score -433599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -433608.062500 Penalty: 4156.706543
	Iteration 44Q: 3 clusters Score -433608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -433617.468750 Penalty: 4156.706543
	Iteration 45Q: 3 clusters Score -433617.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -433622.687500 Penalty: 4156.706543
	Iteration 46Q: 3 clusters Score -433622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -433625.562500 Penalty: 4156.706543
	Iteration 47Q: 3 clusters Score -433625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -433630.000000 Penalty: 4156.706543
	Iteration 48Q: 3 clusters Score -433630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -433634.906250 Penalty: 4156.706543
	Iteration 49Q: 3 clusters Score -433634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -433638.250000 Penalty: 4156.706543
	Iteration 50Q: 3 clusters Score -433638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -433638.250000 Penalty: 4156.706543
	Iteration 51F: 3 clusters Score -433638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -704285.437500 Penalty: 2204.514404
	Iteration 0F: 2 clusters Score -704285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -698367.562500 Penalty: 4409.028809
	Iteration 0F: 3 clusters Score -698367.6 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -699989.000000 Penalty: 4409.028809
	Iteration 1F: 3 clusters Score -699989 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -700309.312500 Penalty: 4409.028809
	Iteration 2F: 3 clusters Score -700309.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -700514.562500 Penalty: 4409.028809
	Iteration 3F: 3 clusters Score -700514.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -700641.687500 Penalty: 4409.028809
	Iteration 4Q: 3 clusters Score -700641.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -700738.375000 Penalty: 4409.028809
	Iteration 5Q: 3 clusters Score -700738.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -700853.375000 Penalty: 4409.028809
	Iteration 6Q: 3 clusters Score -700853.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -700965.375000 Penalty: 4409.028809
	Iteration 7Q: 3 clusters Score -700965.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -701081.812500 Penalty: 4409.028809
	Iteration 8Q: 3 clusters Score -701081.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -701203.125000 Penalty: 4409.028809
	Iteration 9Q: 3 clusters Score -701203.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -701354.000000 Penalty: 4409.028809
	Iteration 10Q: 3 clusters Score -701354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -701533.625000 Penalty: 4409.028809
	Iteration 11Q: 3 clusters Score -701533.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -701761.062500 Penalty: 4409.028809
	Iteration 12Q: 3 clusters Score -701761.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -702022.312500 Penalty: 4409.028809
	Iteration 13Q: 3 clusters Score -702022.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -702278.937500 Penalty: 4409.028809
	Iteration 14Q: 3 clusters Score -702278.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -702531.500000 Penalty: 4409.028809
	Iteration 15Q: 3 clusters Score -702531.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -702739.875000 Penalty: 4409.028809
	Iteration 16Q: 3 clusters Score -702739.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -702931.937500 Penalty: 4409.028809
	Iteration 17Q: 3 clusters Score -702931.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -703057.500000 Penalty: 4409.028809
	Iteration 18Q: 3 clusters Score -703057.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -703111.187500 Penalty: 4409.028809
	Iteration 19Q: 3 clusters Score -703111.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -703136.062500 Penalty: 4409.028809
	Iteration 20F: 3 clusters Score -703136.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -703150.812500 Penalty: 4409.028809
	Iteration 21Q: 3 clusters Score -703150.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -703160.687500 Penalty: 4409.028809
	Iteration 22Q: 3 clusters Score -703160.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -703170.562500 Penalty: 4409.028809
	Iteration 23Q: 3 clusters Score -703170.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -703180.812500 Penalty: 4409.028809
	Iteration 24Q: 3 clusters Score -703180.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -703185.062500 Penalty: 4409.028809
	Iteration 25Q: 3 clusters Score -703185.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -703188.000000 Penalty: 4409.028809
	Iteration 26Q: 3 clusters Score -703188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -703189.937500 Penalty: 4409.028809
	Iteration 27Q: 3 clusters Score -703189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -703191.062500 Penalty: 4409.028809
	Iteration 28Q: 3 clusters Score -703191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -703191.250000 Penalty: 4409.028809
	Iteration 29Q: 3 clusters Score -703191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -703189.937500 Penalty: 4409.028809
	Iteration 30Q: 3 clusters Score -703189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -703190.062500 Penalty: 4409.028809
	Iteration 31Q: 3 clusters Score -703190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -703190.062500 Penalty: 4409.028809
	Iteration 32F: 3 clusters Score -703190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -182594.750000 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -182594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180100.562500 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -180100.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -180526.765625 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -180526.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180674.843750 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -180674.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -180772.796875 Penalty: 3729.229248
	Iteration 3F: 3 clusters Score -180772.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180831.968750 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -180832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180858.609375 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -180858.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -180878.703125 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -180878.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -180891.312500 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -180891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -180900.453125 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -180900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180904.421875 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -180904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180905.937500 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -180905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180906.468750 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -180906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180906.906250 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -180906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180909.625000 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -180909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180910.984375 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -180911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180914.218750 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -180914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180915.453125 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -180915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180915.937500 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -180915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180917.187500 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -180917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180918.437500 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -180918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180918.921875 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -180918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180919.859375 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -180919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180921.765625 Penalty: 3729.229248
	Iteration 22Q: 3 clusters Score -180921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180922.453125 Penalty: 3729.229248
	Iteration 23Q: 3 clusters Score -180922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180922.453125 Penalty: 3729.229248
	Iteration 24F: 3 clusters Score -180922.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -829639.125000 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -829639.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -823241.500000 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -823241.5 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -824923.000000 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -824923 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -825170.437500 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -825170.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -825353.062500 Penalty: 4456.656738
	Iteration 3Q: 3 clusters Score -825353.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -825489.500000 Penalty: 4456.656738
	Iteration 4Q: 3 clusters Score -825489.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -825610.312500 Penalty: 4456.656738
	Iteration 5Q: 3 clusters Score -825610.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -825712.937500 Penalty: 4456.656738
	Iteration 6Q: 3 clusters Score -825712.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -825799.187500 Penalty: 4456.656738
	Iteration 7Q: 3 clusters Score -825799.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -825887.437500 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -825887.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -825983.937500 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -825983.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -826072.937500 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -826072.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -826155.312500 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -826155.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -826254.000000 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -826254 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -826365.375000 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -826365.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -826490.062500 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -826490.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -826608.250000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -826608.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -826736.937500 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -826736.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -826873.312500 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -826873.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -827001.187500 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -827001.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -827117.687500 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -827117.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -827215.687500 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -827215.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -827299.625000 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -827299.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -827364.125000 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -827364.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -827408.812500 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -827408.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -827460.687500 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -827460.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -827510.375000 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -827510.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -827541.812500 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -827541.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -827568.750000 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -827568.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -827591.937500 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -827591.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -827607.187500 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -827607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -827619.312500 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -827619.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -827635.000000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -827635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -827647.125000 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -827647.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -827657.000000 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -827657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -827664.750000 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -827664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -827668.500000 Penalty: 4456.656738
	Iteration 35Q: 3 clusters Score -827668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -827671.187500 Penalty: 4456.656738
	Iteration 36Q: 3 clusters Score -827671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -827674.812500 Penalty: 4456.656738
	Iteration 37Q: 3 clusters Score -827674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -827680.000000 Penalty: 4456.656738
	Iteration 38Q: 3 clusters Score -827680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -827683.000000 Penalty: 4456.656738
	Iteration 39Q: 3 clusters Score -827683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -827688.187500 Penalty: 4456.656738
	Iteration 40F: 3 clusters Score -827688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -827690.125000 Penalty: 4456.656738
	Iteration 41Q: 3 clusters Score -827690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -827691.500000 Penalty: 4456.656738
	Iteration 42Q: 3 clusters Score -827691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -827691.500000 Penalty: 4456.656738
	Iteration 43F: 3 clusters Score -827691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -720281.812500 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -720281.8 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 3717 members 
Entering Unmasked Estep 
Score: -714156.875000 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -714156.9 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -715972.625000 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -715972.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -716409.625000 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -716409.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -716787.812500 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -716787.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -717153.625000 Penalty: 4428.079590
	Iteration 4F: 3 clusters Score -717153.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -717506.250000 Penalty: 4428.079590
	Iteration 5F: 3 clusters Score -717506.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -717835.937500 Penalty: 4428.079590
	Iteration 6F: 3 clusters Score -717835.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -718093.937500 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -718093.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -718310.750000 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -718310.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -718477.750000 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -718477.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -718593.875000 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -718593.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -718667.562500 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -718667.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -718699.437500 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -718699.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -718719.312500 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -718719.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -718730.500000 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -718730.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -718738.687500 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -718738.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -718748.187500 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -718748.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -718755.437500 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -718755.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -718765.062500 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -718765.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -718772.000000 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -718772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -718775.375000 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -718775.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -718778.000000 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -718778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -718779.687500 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -718779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -718779.062500 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -718779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -718780.625000 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -718780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -718782.187500 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -718782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -718783.500000 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -718783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -718783.375000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -718783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -718782.312500 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -718782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -718782.312500 Penalty: 4428.079590
	Iteration 29F: 3 clusters Score -718782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Entering Unmasked Estep 
Score: -1506731.000000 Penalty: 2384.289551
	Iteration 0F: 2 clusters Score -1506731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1495820.125000 Penalty: 4768.579102
	Iteration 0F: 3 clusters Score -1495820 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1499356.250000 Penalty: 4768.579102
	Iteration 1F: 3 clusters Score -1499356 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1499680.000000 Penalty: 4768.579102
	Iteration 2F: 3 clusters Score -1499680 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1499934.375000 Penalty: 4768.579102
	Iteration 3Q: 3 clusters Score -1499934 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1500172.875000 Penalty: 4768.579102
	Iteration 4Q: 3 clusters Score -1500173 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1500406.625000 Penalty: 4768.579102
	Iteration 5Q: 3 clusters Score -1500407 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1500673.875000 Penalty: 4768.579102
	Iteration 6Q: 3 clusters Score -1500674 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1500944.250000 Penalty: 4768.579102
	Iteration 7Q: 3 clusters Score -1500944 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1501249.125000 Penalty: 4768.579102
	Iteration 8Q: 3 clusters Score -1501249 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1501605.750000 Penalty: 4768.579102
	Iteration 9Q: 3 clusters Score -1501606 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1502004.625000 Penalty: 4768.579102
	Iteration 10Q: 3 clusters Score -1502005 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1502444.125000 Penalty: 4768.579102
	Iteration 11Q: 3 clusters Score -1502444 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1502881.875000 Penalty: 4768.579102
	Iteration 12Q: 3 clusters Score -1502882 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1503318.000000 Penalty: 4768.579102
	Iteration 13Q: 3 clusters Score -1503318 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1503688.125000 Penalty: 4768.579102
	Iteration 14Q: 3 clusters Score -1503688 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1503959.500000 Penalty: 4768.579102
	Iteration 15Q: 3 clusters Score -1503960 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1504162.375000 Penalty: 4768.579102
	Iteration 16Q: 3 clusters Score -1504162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1504300.000000 Penalty: 4768.579102
	Iteration 17Q: 3 clusters Score -1504300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1504401.875000 Penalty: 4768.579102
	Iteration 18Q: 3 clusters Score -1504402 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1504481.750000 Penalty: 4768.579102
	Iteration 19Q: 3 clusters Score -1504482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1504548.000000 Penalty: 4768.579102
	Iteration 20F: 3 clusters Score -1504548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1504597.375000 Penalty: 4768.579102
	Iteration 21Q: 3 clusters Score -1504597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1504623.250000 Penalty: 4768.579102
	Iteration 22Q: 3 clusters Score -1504623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1504645.625000 Penalty: 4768.579102
	Iteration 23Q: 3 clusters Score -1504646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1504673.250000 Penalty: 4768.579102
	Iteration 24Q: 3 clusters Score -1504673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1504689.750000 Penalty: 4768.579102
	Iteration 25Q: 3 clusters Score -1504690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1504696.250000 Penalty: 4768.579102
	Iteration 26Q: 3 clusters Score -1504696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1504697.875000 Penalty: 4768.579102
	Iteration 27Q: 3 clusters Score -1504698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1504702.500000 Penalty: 4768.579102
	Iteration 28Q: 3 clusters Score -1504702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1504704.750000 Penalty: 4768.579102
	Iteration 29Q: 3 clusters Score -1504705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1504705.500000 Penalty: 4768.579102
	Iteration 30Q: 3 clusters Score -1504706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1504706.750000 Penalty: 4768.579102
	Iteration 31Q: 3 clusters Score -1504707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1504706.125000 Penalty: 4768.579102
	Iteration 32Q: 3 clusters Score -1504706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1504706.125000 Penalty: 4768.579102
	Iteration 33F: 3 clusters Score -1504706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -122971.132812 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -122971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120781.507812 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -120781.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -121296.484375 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -121296.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -121546.632812 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -121546.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -121681.757812 Penalty: 3596.667236
	Iteration 3F: 3 clusters Score -121681.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -121775.148438 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -121775.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121842.882812 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -121842.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -121899.664062 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -121899.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121939.726562 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -121939.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121979.507812 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -121979.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -122035.312500 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -122035.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122068.765625 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -122068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122095.484375 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -122095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122113.812500 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -122113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122123.078125 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -122123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122126.078125 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -122126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122127.171875 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -122127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122129.500000 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -122129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122131.132812 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -122131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122131.132812 Penalty: 3596.667236
	Iteration 18F: 3 clusters Score -122131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Entering Unmasked Estep 
Score: -4397486.500000 Penalty: 2646.143066
	Iteration 0F: 2 clusters Score -4397486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4368252.000000 Penalty: 5292.286133
	Iteration 0F: 3 clusters Score -4368252 nChanged 19844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4379240.500000 Penalty: 5292.286133
	Iteration 1F: 3 clusters Score -4379240 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4379819.500000 Penalty: 5292.286133
	Iteration 2Q: 3 clusters Score -4379820 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4380437.500000 Penalty: 5292.286133
	Iteration 3Q: 3 clusters Score -4380438 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4381236.500000 Penalty: 5292.286133
	Iteration 4Q: 3 clusters Score -4381236 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4382413.500000 Penalty: 5292.286133
	Iteration 5Q: 3 clusters Score -4382414 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4384004.000000 Penalty: 5292.286133
	Iteration 6F: 3 clusters Score -4384004 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4385947.000000 Penalty: 5292.286133
	Iteration 7F: 3 clusters Score -4385947 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4388229.000000 Penalty: 5292.286133
	Iteration 8F: 3 clusters Score -4388229 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4390521.500000 Penalty: 5292.286133
	Iteration 9F: 3 clusters Score -4390522 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4392269.000000 Penalty: 5292.286133
	Iteration 10Q: 3 clusters Score -4392269 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4393410.500000 Penalty: 5292.286133
	Iteration 11Q: 3 clusters Score -4393410 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4394112.000000 Penalty: 5292.286133
	Iteration 12Q: 3 clusters Score -4394112 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -4394522.000000 Penalty: 5292.286133
	Iteration 13Q: 3 clusters Score -4394522 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -4394788.500000 Penalty: 5292.286133
	Iteration 14Q: 3 clusters Score -4394788 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4394980.500000 Penalty: 5292.286133
	Iteration 15Q: 3 clusters Score -4394980 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -4395094.500000 Penalty: 5292.286133
	Iteration 16Q: 3 clusters Score -4395094 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -4395203.500000 Penalty: 5292.286133
	Iteration 17Q: 3 clusters Score -4395204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4395274.000000 Penalty: 5292.286133
	Iteration 18Q: 3 clusters Score -4395274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -4395312.500000 Penalty: 5292.286133
	Iteration 19Q: 3 clusters Score -4395312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4395351.500000 Penalty: 5292.286133
	Iteration 20F: 3 clusters Score -4395352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -4395366.500000 Penalty: 5292.286133
	Iteration 21Q: 3 clusters Score -4395366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4395396.500000 Penalty: 5292.286133
	Iteration 22Q: 3 clusters Score -4395396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4395421.000000 Penalty: 5292.286133
	Iteration 23Q: 3 clusters Score -4395421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4395440.500000 Penalty: 5292.286133
	Iteration 24Q: 3 clusters Score -4395440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -4395454.500000 Penalty: 5292.286133
	Iteration 25Q: 3 clusters Score -4395454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4395463.000000 Penalty: 5292.286133
	Iteration 26Q: 3 clusters Score -4395463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4395471.000000 Penalty: 5292.286133
	Iteration 27Q: 3 clusters Score -4395471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -4395471.500000 Penalty: 5292.286133
	Iteration 28Q: 3 clusters Score -4395472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -4395485.000000 Penalty: 5292.286133
	Iteration 29Q: 3 clusters Score -4395485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4395495.500000 Penalty: 5292.286133
	Iteration 30Q: 3 clusters Score -4395496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4395505.000000 Penalty: 5292.286133
	Iteration 31Q: 3 clusters Score -4395505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -4395501.000000 Penalty: 5292.286133
	Iteration 32Q: 3 clusters Score -4395501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -4395506.000000 Penalty: 5292.286133
	Iteration 33Q: 3 clusters Score -4395506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4395521.000000 Penalty: 5292.286133
	Iteration 34Q: 3 clusters Score -4395521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4395535.000000 Penalty: 5292.286133
	Iteration 35Q: 3 clusters Score -4395535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -4395535.500000 Penalty: 5292.286133
	Iteration 36Q: 3 clusters Score -4395536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4395546.000000 Penalty: 5292.286133
	Iteration 37Q: 3 clusters Score -4395546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4395551.500000 Penalty: 5292.286133
	Iteration 38Q: 3 clusters Score -4395552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4395559.000000 Penalty: 5292.286133
	Iteration 39Q: 3 clusters Score -4395559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -4395573.000000 Penalty: 5292.286133
	Iteration 40F: 3 clusters Score -4395573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4395584.000000 Penalty: 5292.286133
	Iteration 41Q: 3 clusters Score -4395584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4395588.500000 Penalty: 5292.286133
	Iteration 42Q: 3 clusters Score -4395588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4395594.000000 Penalty: 5292.286133
	Iteration 43Q: 3 clusters Score -4395594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4395597.000000 Penalty: 5292.286133
	Iteration 44Q: 3 clusters Score -4395597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4395598.500000 Penalty: 5292.286133
	Iteration 45Q: 3 clusters Score -4395598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -4395610.000000 Penalty: 5292.286133
	Iteration 46Q: 3 clusters Score -4395610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4395612.000000 Penalty: 5292.286133
	Iteration 47Q: 3 clusters Score -4395612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -4395624.500000 Penalty: 5292.286133
	Iteration 48Q: 3 clusters Score -4395624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -4395631.000000 Penalty: 5292.286133
	Iteration 49Q: 3 clusters Score -4395631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4395630.500000 Penalty: 5292.286133
	Iteration 50Q: 3 clusters Score -4395630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4395630.500000 Penalty: 5292.286133
	Iteration 51Q: 3 clusters Score -4395630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -4395636.000000 Penalty: 5292.286133
	Iteration 52Q: 3 clusters Score -4395636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -4395634.500000 Penalty: 5292.286133
	Iteration 53Q: 3 clusters Score -4395634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4395648.000000 Penalty: 5292.286133
	Iteration 54Q: 3 clusters Score -4395648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4395647.500000 Penalty: 5292.286133
	Iteration 55Q: 3 clusters Score -4395648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4395648.000000 Penalty: 5292.286133
	Iteration 56Q: 3 clusters Score -4395648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4395650.500000 Penalty: 5292.286133
	Iteration 57Q: 3 clusters Score -4395650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4395652.500000 Penalty: 5292.286133
	Iteration 58Q: 3 clusters Score -4395652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4395652.500000 Penalty: 5292.286133
	Iteration 59F: 3 clusters Score -4395652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -488316.406250 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -488316.4 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 2539 members 
Entering Unmasked Estep 
Score: -483756.343750 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -483756.3 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -485037.562500 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -485037.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -485577.781250 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -485577.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -486001.968750 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -486002 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -486310.312500 Penalty: 4230.542480
	Iteration 4F: 3 clusters Score -486310.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -486591.500000 Penalty: 4230.542480
	Iteration 5F: 3 clusters Score -486591.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -486805.562500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -486805.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -486930.656250 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -486930.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -486992.437500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -486992.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -487033.750000 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -487033.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -487060.906250 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -487060.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -487081.843750 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -487081.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -487093.062500 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -487093.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -487102.875000 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -487102.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -487109.250000 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -487109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -487112.656250 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -487112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -487117.187500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -487117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -487121.718750 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -487121.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -487125.187500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -487125.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -487128.062500 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -487128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -487129.656250 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -487129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -487131.625000 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -487131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -487133.156250 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -487133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -487134.156250 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -487134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -487134.375000 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -487134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -487134.500000 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -487134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -487134.812500 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -487134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -487136.531250 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -487136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -487136.187500 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -487136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -487137.312500 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -487137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -487138.000000 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -487138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487139.906250 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -487139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -487140.750000 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -487140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -487143.968750 Penalty: 4230.542480
	Iteration 33Q: 3 clusters Score -487144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -487145.250000 Penalty: 4230.542480
	Iteration 34Q: 3 clusters Score -487145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -487147.968750 Penalty: 4230.542480
	Iteration 35Q: 3 clusters Score -487148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -487149.281250 Penalty: 4230.542480
	Iteration 36Q: 3 clusters Score -487149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -487150.937500 Penalty: 4230.542480
	Iteration 37Q: 3 clusters Score -487150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -487150.406250 Penalty: 4230.542480
	Iteration 38Q: 3 clusters Score -487150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -487150.406250 Penalty: 4230.542480
	Iteration 39F: 3 clusters Score -487150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Entering Unmasked Estep 
Score: -3626291.750000 Penalty: 2594.253662
	Iteration 0F: 2 clusters Score -3626292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3602508.750000 Penalty: 5188.507324
	Iteration 0F: 3 clusters Score -3602509 nChanged 15814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3611458.250000 Penalty: 5188.507324
	Iteration 1F: 3 clusters Score -3611458 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3612338.250000 Penalty: 5188.507324
	Iteration 2Q: 3 clusters Score -3612338 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3613571.750000 Penalty: 5188.507324
	Iteration 3F: 3 clusters Score -3613572 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3615190.250000 Penalty: 5188.507324
	Iteration 4F: 3 clusters Score -3615190 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3617161.750000 Penalty: 5188.507324
	Iteration 5F: 3 clusters Score -3617162 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3619134.750000 Penalty: 5188.507324
	Iteration 6F: 3 clusters Score -3619135 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3620830.000000 Penalty: 5188.507324
	Iteration 7F: 3 clusters Score -3620830 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3621937.750000 Penalty: 5188.507324
	Iteration 8F: 3 clusters Score -3621938 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3622495.000000 Penalty: 5188.507324
	Iteration 9Q: 3 clusters Score -3622495 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3622799.250000 Penalty: 5188.507324
	Iteration 10Q: 3 clusters Score -3622799 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3622983.000000 Penalty: 5188.507324
	Iteration 11Q: 3 clusters Score -3622983 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3623110.000000 Penalty: 5188.507324
	Iteration 12Q: 3 clusters Score -3623110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3623237.000000 Penalty: 5188.507324
	Iteration 13Q: 3 clusters Score -3623237 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3623314.500000 Penalty: 5188.507324
	Iteration 14Q: 3 clusters Score -3623314 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3623392.750000 Penalty: 5188.507324
	Iteration 15Q: 3 clusters Score -3623393 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3623463.750000 Penalty: 5188.507324
	Iteration 16Q: 3 clusters Score -3623464 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3623515.500000 Penalty: 5188.507324
	Iteration 17Q: 3 clusters Score -3623516 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3623558.250000 Penalty: 5188.507324
	Iteration 18Q: 3 clusters Score -3623558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3623589.750000 Penalty: 5188.507324
	Iteration 19Q: 3 clusters Score -3623590 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3623629.750000 Penalty: 5188.507324
	Iteration 20F: 3 clusters Score -3623630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3623676.000000 Penalty: 5188.507324
	Iteration 21Q: 3 clusters Score -3623676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3623700.750000 Penalty: 5188.507324
	Iteration 22Q: 3 clusters Score -3623701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3623729.000000 Penalty: 5188.507324
	Iteration 23Q: 3 clusters Score -3623729 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3623744.500000 Penalty: 5188.507324
	Iteration 24Q: 3 clusters Score -3623744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3623767.000000 Penalty: 5188.507324
	Iteration 25Q: 3 clusters Score -3623767 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3623808.250000 Penalty: 5188.507324
	Iteration 26Q: 3 clusters Score -3623808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3623820.750000 Penalty: 5188.507324
	Iteration 27Q: 3 clusters Score -3623821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3623844.500000 Penalty: 5188.507324
	Iteration 28Q: 3 clusters Score -3623844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3623864.750000 Penalty: 5188.507324
	Iteration 29Q: 3 clusters Score -3623865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3623879.250000 Penalty: 5188.507324
	Iteration 30Q: 3 clusters Score -3623879 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3623909.250000 Penalty: 5188.507324
	Iteration 31Q: 3 clusters Score -3623909 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3623922.000000 Penalty: 5188.507324
	Iteration 32Q: 3 clusters Score -3623922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3623955.500000 Penalty: 5188.507324
	Iteration 33Q: 3 clusters Score -3623956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3623978.000000 Penalty: 5188.507324
	Iteration 34Q: 3 clusters Score -3623978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3623996.750000 Penalty: 5188.507324
	Iteration 35Q: 3 clusters Score -3623997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3624017.250000 Penalty: 5188.507324
	Iteration 36Q: 3 clusters Score -3624017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3624030.750000 Penalty: 5188.507324
	Iteration 37Q: 3 clusters Score -3624031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3624042.250000 Penalty: 5188.507324
	Iteration 38Q: 3 clusters Score -3624042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3624058.500000 Penalty: 5188.507324
	Iteration 39Q: 3 clusters Score -3624058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3624054.000000 Penalty: 5188.507324
	Iteration 40F: 3 clusters Score -3624054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3624068.750000 Penalty: 5188.507324
	Iteration 41Q: 3 clusters Score -3624069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3624082.250000 Penalty: 5188.507324
	Iteration 42Q: 3 clusters Score -3624082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3624101.750000 Penalty: 5188.507324
	Iteration 43Q: 3 clusters Score -3624102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3624115.750000 Penalty: 5188.507324
	Iteration 44Q: 3 clusters Score -3624116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3624131.250000 Penalty: 5188.507324
	Iteration 45Q: 3 clusters Score -3624131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3624144.000000 Penalty: 5188.507324
	Iteration 46Q: 3 clusters Score -3624144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3624157.250000 Penalty: 5188.507324
	Iteration 47Q: 3 clusters Score -3624157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3624173.750000 Penalty: 5188.507324
	Iteration 48Q: 3 clusters Score -3624174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3624191.000000 Penalty: 5188.507324
	Iteration 49Q: 3 clusters Score -3624191 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3624204.500000 Penalty: 5188.507324
	Iteration 50Q: 3 clusters Score -3624204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3624208.250000 Penalty: 5188.507324
	Iteration 51Q: 3 clusters Score -3624208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3624235.250000 Penalty: 5188.507324
	Iteration 52Q: 3 clusters Score -3624235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3624257.750000 Penalty: 5188.507324
	Iteration 53Q: 3 clusters Score -3624258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3624267.750000 Penalty: 5188.507324
	Iteration 54Q: 3 clusters Score -3624268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3624277.000000 Penalty: 5188.507324
	Iteration 55Q: 3 clusters Score -3624277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3624282.750000 Penalty: 5188.507324
	Iteration 56Q: 3 clusters Score -3624283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3624304.750000 Penalty: 5188.507324
	Iteration 57Q: 3 clusters Score -3624305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3624306.250000 Penalty: 5188.507324
	Iteration 58Q: 3 clusters Score -3624306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3624324.000000 Penalty: 5188.507324
	Iteration 59Q: 3 clusters Score -3624324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3624340.000000 Penalty: 5188.507324
	Iteration 60F: 3 clusters Score -3624340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3624360.750000 Penalty: 5188.507324
	Iteration 61Q: 3 clusters Score -3624361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3624367.500000 Penalty: 5188.507324
	Iteration 62Q: 3 clusters Score -3624368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3624380.000000 Penalty: 5188.507324
	Iteration 63Q: 3 clusters Score -3624380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3624394.250000 Penalty: 5188.507324
	Iteration 64Q: 3 clusters Score -3624394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3624402.250000 Penalty: 5188.507324
	Iteration 65Q: 3 clusters Score -3624402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -3624413.000000 Penalty: 5188.507324
	Iteration 66Q: 3 clusters Score -3624413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3624421.250000 Penalty: 5188.507324
	Iteration 67Q: 3 clusters Score -3624421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3624434.250000 Penalty: 5188.507324
	Iteration 68Q: 3 clusters Score -3624434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3624449.250000 Penalty: 5188.507324
	Iteration 69Q: 3 clusters Score -3624449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3624467.250000 Penalty: 5188.507324
	Iteration 70Q: 3 clusters Score -3624467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3624480.500000 Penalty: 5188.507324
	Iteration 71Q: 3 clusters Score -3624480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3624485.500000 Penalty: 5188.507324
	Iteration 72Q: 3 clusters Score -3624486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3624491.500000 Penalty: 5188.507324
	Iteration 73Q: 3 clusters Score -3624492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3624495.500000 Penalty: 5188.507324
	Iteration 74Q: 3 clusters Score -3624496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3624506.250000 Penalty: 5188.507324
	Iteration 75Q: 3 clusters Score -3624506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3624513.250000 Penalty: 5188.507324
	Iteration 76Q: 3 clusters Score -3624513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3624521.250000 Penalty: 5188.507324
	Iteration 77Q: 3 clusters Score -3624521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3624523.500000 Penalty: 5188.507324
	Iteration 78Q: 3 clusters Score -3624524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -3624538.500000 Penalty: 5188.507324
	Iteration 79Q: 3 clusters Score -3624538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3624538.000000 Penalty: 5188.507324
	Iteration 80F: 3 clusters Score -3624538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3624541.250000 Penalty: 5188.507324
	Iteration 81Q: 3 clusters Score -3624541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3624559.000000 Penalty: 5188.507324
	Iteration 82Q: 3 clusters Score -3624559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -3624556.750000 Penalty: 5188.507324
	Iteration 83Q: 3 clusters Score -3624557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3624560.500000 Penalty: 5188.507324
	Iteration 84Q: 3 clusters Score -3624560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3624568.000000 Penalty: 5188.507324
	Iteration 85Q: 3 clusters Score -3624568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3624565.000000 Penalty: 5188.507324
	Iteration 86Q: 3 clusters Score -3624565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3624568.750000 Penalty: 5188.507324
	Iteration 87Q: 3 clusters Score -3624569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3624574.750000 Penalty: 5188.507324
	Iteration 88Q: 3 clusters Score -3624575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3624578.750000 Penalty: 5188.507324
	Iteration 89Q: 3 clusters Score -3624579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -3624582.750000 Penalty: 5188.507324
	Iteration 90Q: 3 clusters Score -3624583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -3624580.250000 Penalty: 5188.507324
	Iteration 91Q: 3 clusters Score -3624580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3624580.500000 Penalty: 5188.507324
	Iteration 92Q: 3 clusters Score -3624580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -3624584.250000 Penalty: 5188.507324
	Iteration 93Q: 3 clusters Score -3624584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3624590.750000 Penalty: 5188.507324
	Iteration 94Q: 3 clusters Score -3624591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3624588.250000 Penalty: 5188.507324
	Iteration 95Q: 3 clusters Score -3624588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3624597.750000 Penalty: 5188.507324
	Iteration 96Q: 3 clusters Score -3624598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3624599.250000 Penalty: 5188.507324
	Iteration 97Q: 3 clusters Score -3624599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3624603.750000 Penalty: 5188.507324
	Iteration 98Q: 3 clusters Score -3624604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3624602.000000 Penalty: 5188.507324
	Iteration 99Q: 3 clusters Score -3624602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3624611.000000 Penalty: 5188.507324
	Iteration 100F: 3 clusters Score -3624611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3624616.250000 Penalty: 5188.507324
	Iteration 101Q: 3 clusters Score -3624616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3624614.500000 Penalty: 5188.507324
	Iteration 102Q: 3 clusters Score -3624614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3624613.500000 Penalty: 5188.507324
	Iteration 103Q: 3 clusters Score -3624614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3624629.500000 Penalty: 5188.507324
	Iteration 104Q: 3 clusters Score -3624630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -3624629.250000 Penalty: 5188.507324
	Iteration 105Q: 3 clusters Score -3624629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3624630.250000 Penalty: 5188.507324
	Iteration 106Q: 3 clusters Score -3624630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3624638.000000 Penalty: 5188.507324
	Iteration 107Q: 3 clusters Score -3624638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3624645.500000 Penalty: 5188.507324
	Iteration 108Q: 3 clusters Score -3624646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3624646.750000 Penalty: 5188.507324
	Iteration 109Q: 3 clusters Score -3624647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -3624652.750000 Penalty: 5188.507324
	Iteration 110Q: 3 clusters Score -3624653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3624655.000000 Penalty: 5188.507324
	Iteration 111Q: 3 clusters Score -3624655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3624647.500000 Penalty: 5188.507324
	Iteration 112Q: 3 clusters Score -3624648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3624648.500000 Penalty: 5188.507324
	Iteration 113Q: 3 clusters Score -3624648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -3624651.750000 Penalty: 5188.507324
	Iteration 114Q: 3 clusters Score -3624652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3624647.500000 Penalty: 5188.507324
	Iteration 115Q: 3 clusters Score -3624648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3624652.500000 Penalty: 5188.507324
	Iteration 116Q: 3 clusters Score -3624652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3624665.250000 Penalty: 5188.507324
	Iteration 117Q: 3 clusters Score -3624665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3624665.000000 Penalty: 5188.507324
	Iteration 118Q: 3 clusters Score -3624665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3624667.250000 Penalty: 5188.507324
	Iteration 119Q: 3 clusters Score -3624667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3624675.500000 Penalty: 5188.507324
	Iteration 120F: 3 clusters Score -3624676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3624671.750000 Penalty: 5188.507324
	Iteration 121Q: 3 clusters Score -3624672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3624672.500000 Penalty: 5188.507324
	Iteration 122Q: 3 clusters Score -3624672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3624673.000000 Penalty: 5188.507324
	Iteration 123Q: 3 clusters Score -3624673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3624674.500000 Penalty: 5188.507324
	Iteration 124Q: 3 clusters Score -3624674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3624677.250000 Penalty: 5188.507324
	Iteration 125Q: 3 clusters Score -3624677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -3624678.500000 Penalty: 5188.507324
	Iteration 126Q: 3 clusters Score -3624678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3624690.000000 Penalty: 5188.507324
	Iteration 127Q: 3 clusters Score -3624690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3624691.000000 Penalty: 5188.507324
	Iteration 128Q: 3 clusters Score -3624691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3624695.250000 Penalty: 5188.507324
	Iteration 129Q: 3 clusters Score -3624695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3624698.750000 Penalty: 5188.507324
	Iteration 130Q: 3 clusters Score -3624699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3624696.250000 Penalty: 5188.507324
	Iteration 131Q: 3 clusters Score -3624696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3624696.500000 Penalty: 5188.507324
	Iteration 132Q: 3 clusters Score -3624696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3624703.250000 Penalty: 5188.507324
	Iteration 133Q: 3 clusters Score -3624703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3624699.750000 Penalty: 5188.507324
	Iteration 134Q: 3 clusters Score -3624700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3624699.750000 Penalty: 5188.507324
	Iteration 135Q: 3 clusters Score -3624700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3624704.500000 Penalty: 5188.507324
	Iteration 136Q: 3 clusters Score -3624704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3624704.250000 Penalty: 5188.507324
	Iteration 137Q: 3 clusters Score -3624704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3624700.750000 Penalty: 5188.507324
	Iteration 138Q: 3 clusters Score -3624701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3624699.000000 Penalty: 5188.507324
	Iteration 139Q: 3 clusters Score -3624699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3624701.250000 Penalty: 5188.507324
	Iteration 140F: 3 clusters Score -3624701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3624699.750000 Penalty: 5188.507324
	Iteration 141Q: 3 clusters Score -3624700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3624697.000000 Penalty: 5188.507324
	Iteration 142Q: 3 clusters Score -3624697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -3624706.250000 Penalty: 5188.507324
	Iteration 143Q: 3 clusters Score -3624706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3624706.000000 Penalty: 5188.507324
	Iteration 144Q: 3 clusters Score -3624706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3624707.000000 Penalty: 5188.507324
	Iteration 145Q: 3 clusters Score -3624707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3624708.750000 Penalty: 5188.507324
	Iteration 146Q: 3 clusters Score -3624709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3624706.000000 Penalty: 5188.507324
	Iteration 147Q: 3 clusters Score -3624706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3624706.750000 Penalty: 5188.507324
	Iteration 148Q: 3 clusters Score -3624707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3624713.500000 Penalty: 5188.507324
	Iteration 149Q: 3 clusters Score -3624714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3624714.500000 Penalty: 5188.507324
	Iteration 150Q: 3 clusters Score -3624714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3624715.750000 Penalty: 5188.507324
	Iteration 151Q: 3 clusters Score -3624716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -3624715.500000 Penalty: 5188.507324
	Iteration 152Q: 3 clusters Score -3624716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3624719.250000 Penalty: 5188.507324
	Iteration 153Q: 3 clusters Score -3624719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3624717.500000 Penalty: 5188.507324
	Iteration 154Q: 3 clusters Score -3624718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -3624715.500000 Penalty: 5188.507324
	Iteration 155Q: 3 clusters Score -3624716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -3624718.000000 Penalty: 5188.507324
	Iteration 156Q: 3 clusters Score -3624718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3624721.000000 Penalty: 5188.507324
	Iteration 157Q: 3 clusters Score -3624721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3624720.000000 Penalty: 5188.507324
	Iteration 158Q: 3 clusters Score -3624720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3624721.000000 Penalty: 5188.507324
	Iteration 159Q: 3 clusters Score -3624721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3624718.500000 Penalty: 5188.507324
	Iteration 160F: 3 clusters Score -3624718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Entering Unmasked Estep 
Score: -2483873.750000 Penalty: 2501.394287
	Iteration 0F: 2 clusters Score -2483874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2467323.000000 Penalty: 5002.788574
	Iteration 0F: 3 clusters Score -2467323 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2472900.500000 Penalty: 5002.788574
	Iteration 1F: 3 clusters Score -2472900 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2473304.250000 Penalty: 5002.788574
	Iteration 2F: 3 clusters Score -2473304 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2473603.500000 Penalty: 5002.788574
	Iteration 3Q: 3 clusters Score -2473604 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2473841.250000 Penalty: 5002.788574
	Iteration 4Q: 3 clusters Score -2473841 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2474047.500000 Penalty: 5002.788574
	Iteration 5Q: 3 clusters Score -2474048 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2474235.000000 Penalty: 5002.788574
	Iteration 6Q: 3 clusters Score -2474235 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2474426.500000 Penalty: 5002.788574
	Iteration 7Q: 3 clusters Score -2474426 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2474657.750000 Penalty: 5002.788574
	Iteration 8Q: 3 clusters Score -2474658 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2474961.750000 Penalty: 5002.788574
	Iteration 9Q: 3 clusters Score -2474962 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2475338.000000 Penalty: 5002.788574
	Iteration 10Q: 3 clusters Score -2475338 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2475878.250000 Penalty: 5002.788574
	Iteration 11Q: 3 clusters Score -2475878 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2476664.750000 Penalty: 5002.788574
	Iteration 12F: 3 clusters Score -2476665 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2477668.500000 Penalty: 5002.788574
	Iteration 13F: 3 clusters Score -2477668 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2478726.750000 Penalty: 5002.788574
	Iteration 14F: 3 clusters Score -2478727 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2479649.000000 Penalty: 5002.788574
	Iteration 15Q: 3 clusters Score -2479649 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2480347.500000 Penalty: 5002.788574
	Iteration 16Q: 3 clusters Score -2480348 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2480845.000000 Penalty: 5002.788574
	Iteration 17Q: 3 clusters Score -2480845 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2481198.000000 Penalty: 5002.788574
	Iteration 18Q: 3 clusters Score -2481198 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2481459.500000 Penalty: 5002.788574
	Iteration 19Q: 3 clusters Score -2481460 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2481595.750000 Penalty: 5002.788574
	Iteration 20F: 3 clusters Score -2481596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2481669.500000 Penalty: 5002.788574
	Iteration 21Q: 3 clusters Score -2481670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2481715.000000 Penalty: 5002.788574
	Iteration 22Q: 3 clusters Score -2481715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2481739.250000 Penalty: 5002.788574
	Iteration 23Q: 3 clusters Score -2481739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2481755.750000 Penalty: 5002.788574
	Iteration 24Q: 3 clusters Score -2481756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2481772.000000 Penalty: 5002.788574
	Iteration 25Q: 3 clusters Score -2481772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2481785.250000 Penalty: 5002.788574
	Iteration 26Q: 3 clusters Score -2481785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2481788.000000 Penalty: 5002.788574
	Iteration 27Q: 3 clusters Score -2481788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2481796.000000 Penalty: 5002.788574
	Iteration 28Q: 3 clusters Score -2481796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2481801.000000 Penalty: 5002.788574
	Iteration 29Q: 3 clusters Score -2481801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2481804.000000 Penalty: 5002.788574
	Iteration 30Q: 3 clusters Score -2481804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2481806.000000 Penalty: 5002.788574
	Iteration 31Q: 3 clusters Score -2481806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2481806.000000 Penalty: 5002.788574
	Iteration 32F: 3 clusters Score -2481806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -370571.000000 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -370571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -366739.281250 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -366739.3 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -367752.093750 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -367752.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -368102.843750 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -368102.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -368458.531250 Penalty: 4100.909180
	Iteration 3F: 3 clusters Score -368458.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -368763.312500 Penalty: 4100.909180
	Iteration 4F: 3 clusters Score -368763.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369055.593750 Penalty: 4100.909180
	Iteration 5F: 3 clusters Score -369055.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -369371.656250 Penalty: 4100.909180
	Iteration 6F: 3 clusters Score -369371.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -369680.906250 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -369680.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -369942.937500 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -369942.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -370077.750000 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -370077.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -370229.468750 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -370229.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -370458.187500 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -370458.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -370666.781250 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -370666.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -370777.906250 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -370777.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -370828.250000 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -370828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -370850.656250 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -370850.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -370860.562500 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -370860.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -370865.937500 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -370865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -370868.125000 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -370868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -370869.093750 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -370869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -370869.125000 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -370869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370870.312500 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -370870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -370870.187500 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -370870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -370870.187500 Penalty: 4100.909180
	Iteration 23F: 3 clusters Score -370870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210510 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 1851 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54804 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 2046 members 
Entering Unmasked Estep 
Score: -96219864.000000 Penalty: 222639.031250
Splitting cluster 30 changes total score from -96220952.000000 to -96219864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Entering Unmasked Estep 
Score: -1419304.500000 Penalty: 2372.051270
	Iteration 0F: 2 clusters Score -1419304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1408932.875000 Penalty: 4744.102539
	Iteration 0F: 3 clusters Score -1408933 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1412433.750000 Penalty: 4744.102539
	Iteration 1F: 3 clusters Score -1412434 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1413277.750000 Penalty: 4744.102539
	Iteration 2F: 3 clusters Score -1413278 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1414331.625000 Penalty: 4744.102539
	Iteration 3F: 3 clusters Score -1414332 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1415482.500000 Penalty: 4744.102539
	Iteration 4F: 3 clusters Score -1415482 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1416417.500000 Penalty: 4744.102539
	Iteration 5F: 3 clusters Score -1416418 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1416955.125000 Penalty: 4744.102539
	Iteration 6F: 3 clusters Score -1416955 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1417235.875000 Penalty: 4744.102539
	Iteration 7Q: 3 clusters Score -1417236 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1417369.500000 Penalty: 4744.102539
	Iteration 8Q: 3 clusters Score -1417370 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1417437.875000 Penalty: 4744.102539
	Iteration 9Q: 3 clusters Score -1417438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1417461.750000 Penalty: 4744.102539
	Iteration 10Q: 3 clusters Score -1417462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1417472.750000 Penalty: 4744.102539
	Iteration 11Q: 3 clusters Score -1417473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1417490.750000 Penalty: 4744.102539
	Iteration 12Q: 3 clusters Score -1417491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1417497.500000 Penalty: 4744.102539
	Iteration 13Q: 3 clusters Score -1417498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1417502.000000 Penalty: 4744.102539
	Iteration 14Q: 3 clusters Score -1417502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1417503.125000 Penalty: 4744.102539
	Iteration 15Q: 3 clusters Score -1417503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1417507.625000 Penalty: 4744.102539
	Iteration 16Q: 3 clusters Score -1417508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1417509.125000 Penalty: 4744.102539
	Iteration 17Q: 3 clusters Score -1417509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1417508.625000 Penalty: 4744.102539
	Iteration 18Q: 3 clusters Score -1417509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1417512.125000 Penalty: 4744.102539
	Iteration 19Q: 3 clusters Score -1417512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1417514.875000 Penalty: 4744.102539
	Iteration 20F: 3 clusters Score -1417515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1417511.250000 Penalty: 4744.102539
	Iteration 21Q: 3 clusters Score -1417511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1417513.250000 Penalty: 4744.102539
	Iteration 22Q: 3 clusters Score -1417513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1417519.250000 Penalty: 4744.102539
	Iteration 23Q: 3 clusters Score -1417519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1417520.875000 Penalty: 4744.102539
	Iteration 24Q: 3 clusters Score -1417521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1417521.500000 Penalty: 4744.102539
	Iteration 25Q: 3 clusters Score -1417522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1417521.375000 Penalty: 4744.102539
	Iteration 26Q: 3 clusters Score -1417521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1417521.375000 Penalty: 4744.102539
	Iteration 27F: 3 clusters Score -1417521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Entering Unmasked Estep 
Score: -535722.875000 Penalty: 2155.321045
	Iteration 0F: 2 clusters Score -535722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -530616.437500 Penalty: 4310.642090
	Iteration 0F: 3 clusters Score -530616.4 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -532113.375000 Penalty: 4310.642090
	Iteration 1F: 3 clusters Score -532113.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -532505.125000 Penalty: 4310.642090
	Iteration 2F: 3 clusters Score -532505.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -532773.062500 Penalty: 4310.642090
	Iteration 3F: 3 clusters Score -532773.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -532970.937500 Penalty: 4310.642090
	Iteration 4F: 3 clusters Score -532970.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -533128.312500 Penalty: 4310.642090
	Iteration 5Q: 3 clusters Score -533128.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -533273.125000 Penalty: 4310.642090
	Iteration 6Q: 3 clusters Score -533273.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -533452.625000 Penalty: 4310.642090
	Iteration 7Q: 3 clusters Score -533452.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -533625.437500 Penalty: 4310.642090
	Iteration 8Q: 3 clusters Score -533625.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -533793.500000 Penalty: 4310.642090
	Iteration 9Q: 3 clusters Score -533793.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -533933.937500 Penalty: 4310.642090
	Iteration 10Q: 3 clusters Score -533933.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -534032.375000 Penalty: 4310.642090
	Iteration 11Q: 3 clusters Score -534032.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -534102.375000 Penalty: 4310.642090
	Iteration 12Q: 3 clusters Score -534102.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -534166.687500 Penalty: 4310.642090
	Iteration 13Q: 3 clusters Score -534166.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -534216.125000 Penalty: 4310.642090
	Iteration 14Q: 3 clusters Score -534216.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -534256.187500 Penalty: 4310.642090
	Iteration 15Q: 3 clusters Score -534256.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -534301.000000 Penalty: 4310.642090
	Iteration 16Q: 3 clusters Score -534301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -534340.312500 Penalty: 4310.642090
	Iteration 17Q: 3 clusters Score -534340.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -534375.250000 Penalty: 4310.642090
	Iteration 18Q: 3 clusters Score -534375.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -534393.625000 Penalty: 4310.642090
	Iteration 19Q: 3 clusters Score -534393.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -534413.187500 Penalty: 4310.642090
	Iteration 20F: 3 clusters Score -534413.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -534433.000000 Penalty: 4310.642090
	Iteration 21Q: 3 clusters Score -534433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -534455.375000 Penalty: 4310.642090
	Iteration 22Q: 3 clusters Score -534455.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -534475.187500 Penalty: 4310.642090
	Iteration 23Q: 3 clusters Score -534475.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -534490.812500 Penalty: 4310.642090
	Iteration 24Q: 3 clusters Score -534490.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -534506.875000 Penalty: 4310.642090
	Iteration 25Q: 3 clusters Score -534506.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -534526.125000 Penalty: 4310.642090
	Iteration 26Q: 3 clusters Score -534526.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -534545.437500 Penalty: 4310.642090
	Iteration 27Q: 3 clusters Score -534545.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -534568.312500 Penalty: 4310.642090
	Iteration 28Q: 3 clusters Score -534568.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -534591.187500 Penalty: 4310.642090
	Iteration 29Q: 3 clusters Score -534591.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -534611.875000 Penalty: 4310.642090
	Iteration 30Q: 3 clusters Score -534611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -534629.750000 Penalty: 4310.642090
	Iteration 31Q: 3 clusters Score -534629.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -534643.750000 Penalty: 4310.642090
	Iteration 32Q: 3 clusters Score -534643.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -534656.812500 Penalty: 4310.642090
	Iteration 33Q: 3 clusters Score -534656.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -534677.062500 Penalty: 4310.642090
	Iteration 34Q: 3 clusters Score -534677.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -534705.062500 Penalty: 4310.642090
	Iteration 35Q: 3 clusters Score -534705.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -534731.250000 Penalty: 4310.642090
	Iteration 36Q: 3 clusters Score -534731.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -534760.187500 Penalty: 4310.642090
	Iteration 37Q: 3 clusters Score -534760.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -534786.875000 Penalty: 4310.642090
	Iteration 38Q: 3 clusters Score -534786.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -534823.187500 Penalty: 4310.642090
	Iteration 39Q: 3 clusters Score -534823.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -534862.062500 Penalty: 4310.642090
	Iteration 40F: 3 clusters Score -534862.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -534911.312500 Penalty: 4310.642090
	Iteration 41Q: 3 clusters Score -534911.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -534952.812500 Penalty: 4310.642090
	Iteration 42Q: 3 clusters Score -534952.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534999.750000 Penalty: 4310.642090
	Iteration 43Q: 3 clusters Score -534999.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -535043.687500 Penalty: 4310.642090
	Iteration 44Q: 3 clusters Score -535043.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -535081.875000 Penalty: 4310.642090
	Iteration 45Q: 3 clusters Score -535081.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -535110.375000 Penalty: 4310.642090
	Iteration 46Q: 3 clusters Score -535110.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -535142.125000 Penalty: 4310.642090
	Iteration 47Q: 3 clusters Score -535142.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -535174.500000 Penalty: 4310.642090
	Iteration 48Q: 3 clusters Score -535174.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -535210.125000 Penalty: 4310.642090
	Iteration 49Q: 3 clusters Score -535210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -535239.625000 Penalty: 4310.642090
	Iteration 50Q: 3 clusters Score -535239.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -535262.500000 Penalty: 4310.642090
	Iteration 51Q: 3 clusters Score -535262.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -535282.875000 Penalty: 4310.642090
	Iteration 52Q: 3 clusters Score -535282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -535298.562500 Penalty: 4310.642090
	Iteration 53Q: 3 clusters Score -535298.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -535311.937500 Penalty: 4310.642090
	Iteration 54Q: 3 clusters Score -535311.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -535323.750000 Penalty: 4310.642090
	Iteration 55Q: 3 clusters Score -535323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -535340.250000 Penalty: 4310.642090
	Iteration 56Q: 3 clusters Score -535340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -535357.625000 Penalty: 4310.642090
	Iteration 57Q: 3 clusters Score -535357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -535365.437500 Penalty: 4310.642090
	Iteration 58Q: 3 clusters Score -535365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -535369.375000 Penalty: 4310.642090
	Iteration 59Q: 3 clusters Score -535369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -535373.437500 Penalty: 4310.642090
	Iteration 60F: 3 clusters Score -535373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -535375.375000 Penalty: 4310.642090
	Iteration 61Q: 3 clusters Score -535375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -535377.812500 Penalty: 4310.642090
	Iteration 62Q: 3 clusters Score -535377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -535379.750000 Penalty: 4310.642090
	Iteration 63Q: 3 clusters Score -535379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -535380.562500 Penalty: 4310.642090
	Iteration 64Q: 3 clusters Score -535380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -535384.187500 Penalty: 4310.642090
	Iteration 65Q: 3 clusters Score -535384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -535384.625000 Penalty: 4310.642090
	Iteration 66Q: 3 clusters Score -535384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -535386.562500 Penalty: 4310.642090
	Iteration 67Q: 3 clusters Score -535386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -535387.875000 Penalty: 4310.642090
	Iteration 68Q: 3 clusters Score -535387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -535389.375000 Penalty: 4310.642090
	Iteration 69Q: 3 clusters Score -535389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -535389.187500 Penalty: 4310.642090
	Iteration 70Q: 3 clusters Score -535389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -535389.187500 Penalty: 4310.642090
	Iteration 71F: 3 clusters Score -535389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (76182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Entering Unmasked Estep 
Score: -7810077.500000 Penalty: 2787.738525
	Iteration 0F: 2 clusters Score -7810078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7759191.000000 Penalty: 5575.477051
	Iteration 0F: 3 clusters Score -7759191 nChanged 35682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7779144.500000 Penalty: 5575.477051
	Iteration 1F: 3 clusters Score -7779144 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -7779823.500000 Penalty: 5575.477051
	Iteration 2Q: 3 clusters Score -7779824 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -7780608.500000 Penalty: 5575.477051
	Iteration 3Q: 3 clusters Score -7780608 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -7781744.500000 Penalty: 5575.477051
	Iteration 4Q: 3 clusters Score -7781744 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -7783666.500000 Penalty: 5575.477051
	Iteration 5F: 3 clusters Score -7783666 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -7786909.000000 Penalty: 5575.477051
	Iteration 6F: 3 clusters Score -7786909 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -7791435.500000 Penalty: 5575.477051
	Iteration 7F: 3 clusters Score -7791436 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -7796097.500000 Penalty: 5575.477051
	Iteration 8F: 3 clusters Score -7796098 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -7799654.000000 Penalty: 5575.477051
	Iteration 9F: 3 clusters Score -7799654 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -7802308.500000 Penalty: 5575.477051
	Iteration 10Q: 3 clusters Score -7802308 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -7804420.500000 Penalty: 5575.477051
	Iteration 11Q: 3 clusters Score -7804420 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -7805830.500000 Penalty: 5575.477051
	Iteration 12Q: 3 clusters Score -7805830 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -7806699.500000 Penalty: 5575.477051
	Iteration 13Q: 3 clusters Score -7806700 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -7807144.000000 Penalty: 5575.477051
	Iteration 14Q: 3 clusters Score -7807144 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -7807380.000000 Penalty: 5575.477051
	Iteration 15Q: 3 clusters Score -7807380 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -7807479.500000 Penalty: 5575.477051
	Iteration 16Q: 3 clusters Score -7807480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -7807555.000000 Penalty: 5575.477051
	Iteration 17Q: 3 clusters Score -7807555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -7807617.500000 Penalty: 5575.477051
	Iteration 18Q: 3 clusters Score -7807618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -7807642.500000 Penalty: 5575.477051
	Iteration 19Q: 3 clusters Score -7807642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -7807656.000000 Penalty: 5575.477051
	Iteration 20F: 3 clusters Score -7807656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -7807683.500000 Penalty: 5575.477051
	Iteration 21Q: 3 clusters Score -7807684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -7807692.500000 Penalty: 5575.477051
	Iteration 22Q: 3 clusters Score -7807692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -7807692.500000 Penalty: 5575.477051
	Iteration 23Q: 3 clusters Score -7807692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -7807709.000000 Penalty: 5575.477051
	Iteration 24Q: 3 clusters Score -7807709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -7807705.000000 Penalty: 5575.477051
	Iteration 25Q: 3 clusters Score -7807705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -7807718.500000 Penalty: 5575.477051
	Iteration 26Q: 3 clusters Score -7807718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -7807713.500000 Penalty: 5575.477051
	Iteration 27Q: 3 clusters Score -7807714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -7807722.000000 Penalty: 5575.477051
	Iteration 28Q: 3 clusters Score -7807722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -7807726.000000 Penalty: 5575.477051
	Iteration 29Q: 3 clusters Score -7807726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -7807722.000000 Penalty: 5575.477051
	Iteration 30Q: 3 clusters Score -7807722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -7807732.000000 Penalty: 5575.477051
	Iteration 31Q: 3 clusters Score -7807732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -7807731.000000 Penalty: 5575.477051
	Iteration 32Q: 3 clusters Score -7807731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -7807731.000000 Penalty: 5575.477051
	Iteration 33F: 3 clusters Score -7807731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Entering Unmasked Estep 
Score: -904761.875000 Penalty: 2262.161377
	Iteration 0F: 2 clusters Score -904761.9 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 4626 members 
Entering Unmasked Estep 
Score: -897628.250000 Penalty: 4524.322754
	Iteration 0F: 3 clusters Score -897628.2 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -899825.750000 Penalty: 4524.322754
	Iteration 1F: 3 clusters Score -899825.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -900369.125000 Penalty: 4524.322754
	Iteration 2F: 3 clusters Score -900369.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -900859.187500 Penalty: 4524.322754
	Iteration 3F: 3 clusters Score -900859.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -901338.625000 Penalty: 4524.322754
	Iteration 4F: 3 clusters Score -901338.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -901807.750000 Penalty: 4524.322754
	Iteration 5F: 3 clusters Score -901807.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -902262.500000 Penalty: 4524.322754
	Iteration 6F: 3 clusters Score -902262.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -902627.750000 Penalty: 4524.322754
	Iteration 7F: 3 clusters Score -902627.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -902906.812500 Penalty: 4524.322754
	Iteration 8Q: 3 clusters Score -902906.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -903102.437500 Penalty: 4524.322754
	Iteration 9Q: 3 clusters Score -903102.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -903247.375000 Penalty: 4524.322754
	Iteration 10Q: 3 clusters Score -903247.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -903345.500000 Penalty: 4524.322754
	Iteration 11Q: 3 clusters Score -903345.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -903403.812500 Penalty: 4524.322754
	Iteration 12Q: 3 clusters Score -903403.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -903443.375000 Penalty: 4524.322754
	Iteration 13Q: 3 clusters Score -903443.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -903489.312500 Penalty: 4524.322754
	Iteration 14Q: 3 clusters Score -903489.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -903525.125000 Penalty: 4524.322754
	Iteration 15Q: 3 clusters Score -903525.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -903559.062500 Penalty: 4524.322754
	Iteration 16Q: 3 clusters Score -903559.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -903586.250000 Penalty: 4524.322754
	Iteration 17Q: 3 clusters Score -903586.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -903616.437500 Penalty: 4524.322754
	Iteration 18Q: 3 clusters Score -903616.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -903644.500000 Penalty: 4524.322754
	Iteration 19Q: 3 clusters Score -903644.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -903669.250000 Penalty: 4524.322754
	Iteration 20F: 3 clusters Score -903669.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -903683.625000 Penalty: 4524.322754
	Iteration 21Q: 3 clusters Score -903683.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -903703.000000 Penalty: 4524.322754
	Iteration 22Q: 3 clusters Score -903703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -903717.062500 Penalty: 4524.322754
	Iteration 23Q: 3 clusters Score -903717.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -903729.187500 Penalty: 4524.322754
	Iteration 24Q: 3 clusters Score -903729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -903739.187500 Penalty: 4524.322754
	Iteration 25Q: 3 clusters Score -903739.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -903755.937500 Penalty: 4524.322754
	Iteration 26Q: 3 clusters Score -903755.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -903761.062500 Penalty: 4524.322754
	Iteration 27Q: 3 clusters Score -903761.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -903773.312500 Penalty: 4524.322754
	Iteration 28Q: 3 clusters Score -903773.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -903785.562500 Penalty: 4524.322754
	Iteration 29Q: 3 clusters Score -903785.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -903794.937500 Penalty: 4524.322754
	Iteration 30Q: 3 clusters Score -903794.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -903808.625000 Penalty: 4524.322754
	Iteration 31Q: 3 clusters Score -903808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -903817.375000 Penalty: 4524.322754
	Iteration 32Q: 3 clusters Score -903817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -903822.312500 Penalty: 4524.322754
	Iteration 33Q: 3 clusters Score -903822.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -903823.750000 Penalty: 4524.322754
	Iteration 34Q: 3 clusters Score -903823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -903826.125000 Penalty: 4524.322754
	Iteration 35Q: 3 clusters Score -903826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -903828.812500 Penalty: 4524.322754
	Iteration 36Q: 3 clusters Score -903828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -903832.750000 Penalty: 4524.322754
	Iteration 37Q: 3 clusters Score -903832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -903834.187500 Penalty: 4524.322754
	Iteration 38Q: 3 clusters Score -903834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -903838.500000 Penalty: 4524.322754
	Iteration 39Q: 3 clusters Score -903838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -903839.812500 Penalty: 4524.322754
	Iteration 40F: 3 clusters Score -903839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -903842.437500 Penalty: 4524.322754
	Iteration 41Q: 3 clusters Score -903842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -903842.187500 Penalty: 4524.322754
	Iteration 42Q: 3 clusters Score -903842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -903842.187500 Penalty: 4524.322754
	Iteration 43F: 3 clusters Score -903842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -380390.250000 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -380390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -376612.062500 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -376612.1 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -377581.906250 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -377581.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -377866.468750 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -377866.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -378099.750000 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -378099.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -378306.437500 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -378306.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -378440.750000 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -378440.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -378528.562500 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -378528.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -378597.437500 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -378597.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -378657.281250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -378657.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -378715.468750 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -378715.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -378766.406250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -378766.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -378817.781250 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -378817.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -378881.656250 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -378881.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -378942.093750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -378942.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -379024.187500 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -379024.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -379132.843750 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -379132.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -379286.375000 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -379286.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -379527.062500 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -379527.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -379889.812500 Penalty: 4093.471680
	Iteration 18F: 3 clusters Score -379889.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -380370.281250 Penalty: 4093.471680
	Iteration 19F: 3 clusters Score -380370.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -380730.312500 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -380730.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -380814.656250 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -380814.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -380829.937500 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -380829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -380830.750000 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -380830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -380831.312500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -380831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -380832.187500 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -380832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -380832.187500 Penalty: 4093.471680
	Iteration 26F: 3 clusters Score -380832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210510 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54804 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 1980 members 
Entering Unmasked Estep 
Score: -96220000.000000 Penalty: 222639.031250
Splitting cluster 35 changes total score from -96220952.000000 to -96220000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -400551.562500 Penalty: 2073.181641
	Iteration 0F: 2 clusters Score -400551.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -396478.281250 Penalty: 4146.363281
	Iteration 0F: 3 clusters Score -396478.3 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -397467.718750 Penalty: 4146.363281
	Iteration 1F: 3 clusters Score -397467.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -397776.156250 Penalty: 4146.363281
	Iteration 2F: 3 clusters Score -397776.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -398068.625000 Penalty: 4146.363281
	Iteration 3F: 3 clusters Score -398068.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -398302.625000 Penalty: 4146.363281
	Iteration 4F: 3 clusters Score -398302.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -398540.187500 Penalty: 4146.363281
	Iteration 5F: 3 clusters Score -398540.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -398767.625000 Penalty: 4146.363281
	Iteration 6F: 3 clusters Score -398767.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -398914.500000 Penalty: 4146.363281
	Iteration 7Q: 3 clusters Score -398914.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -399013.656250 Penalty: 4146.363281
	Iteration 8Q: 3 clusters Score -399013.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -399074.718750 Penalty: 4146.363281
	Iteration 9Q: 3 clusters Score -399074.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -399115.906250 Penalty: 4146.363281
	Iteration 10Q: 3 clusters Score -399115.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -399140.781250 Penalty: 4146.363281
	Iteration 11Q: 3 clusters Score -399140.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -399159.875000 Penalty: 4146.363281
	Iteration 12Q: 3 clusters Score -399159.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -399174.843750 Penalty: 4146.363281
	Iteration 13Q: 3 clusters Score -399174.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -399185.625000 Penalty: 4146.363281
	Iteration 14Q: 3 clusters Score -399185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -399195.312500 Penalty: 4146.363281
	Iteration 15Q: 3 clusters Score -399195.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -399202.875000 Penalty: 4146.363281
	Iteration 16Q: 3 clusters Score -399202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -399210.062500 Penalty: 4146.363281
	Iteration 17Q: 3 clusters Score -399210.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -399214.281250 Penalty: 4146.363281
	Iteration 18Q: 3 clusters Score -399214.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -399219.000000 Penalty: 4146.363281
	Iteration 19Q: 3 clusters Score -399219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -399222.218750 Penalty: 4146.363281
	Iteration 20F: 3 clusters Score -399222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -399225.625000 Penalty: 4146.363281
	Iteration 21Q: 3 clusters Score -399225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -399230.125000 Penalty: 4146.363281
	Iteration 22Q: 3 clusters Score -399230.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -399236.531250 Penalty: 4146.363281
	Iteration 23Q: 3 clusters Score -399236.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -399240.687500 Penalty: 4146.363281
	Iteration 24Q: 3 clusters Score -399240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -399245.531250 Penalty: 4146.363281
	Iteration 25Q: 3 clusters Score -399245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -399250.031250 Penalty: 4146.363281
	Iteration 26Q: 3 clusters Score -399250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -399255.843750 Penalty: 4146.363281
	Iteration 27Q: 3 clusters Score -399255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -399264.218750 Penalty: 4146.363281
	Iteration 28Q: 3 clusters Score -399264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -399269.968750 Penalty: 4146.363281
	Iteration 29Q: 3 clusters Score -399270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -399271.875000 Penalty: 4146.363281
	Iteration 30Q: 3 clusters Score -399271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -399274.156250 Penalty: 4146.363281
	Iteration 31Q: 3 clusters Score -399274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -399276.468750 Penalty: 4146.363281
	Iteration 32Q: 3 clusters Score -399276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -399279.031250 Penalty: 4146.363281
	Iteration 33Q: 3 clusters Score -399279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -399282.468750 Penalty: 4146.363281
	Iteration 34Q: 3 clusters Score -399282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -399285.250000 Penalty: 4146.363281
	Iteration 35Q: 3 clusters Score -399285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -399287.906250 Penalty: 4146.363281
	Iteration 36Q: 3 clusters Score -399287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -399289.125000 Penalty: 4146.363281
	Iteration 37Q: 3 clusters Score -399289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -399289.781250 Penalty: 4146.363281
	Iteration 38Q: 3 clusters Score -399289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -399289.781250 Penalty: 4146.363281
	Iteration 39F: 3 clusters Score -399289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -81693.914062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -81693.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79857.046875 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -79857.05 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80158.906250 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -80158.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80262.109375 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -80262.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80358.742188 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -80358.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80458.242188 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -80458.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80502.812500 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -80502.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80540.015625 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -80540.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80581.617188 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -80581.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80615.367188 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -80615.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80661.023438 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -80661.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80685.218750 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -80685.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80711.640625 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -80711.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80748.781250 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -80748.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80771.445312 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -80771.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80781.851562 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -80781.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80794.539062 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -80794.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80821.734375 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -80821.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80889.234375 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -80889.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80934.507812 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -80934.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80964.273438 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -80964.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80986.062500 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -80986.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81002.234375 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -81002.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81008.304688 Penalty: 3377.283447
	Iteration 22Q: 3 clusters Score -81008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81014.031250 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -81014.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81024.234375 Penalty: 3377.283447
	Iteration 24Q: 3 clusters Score -81024.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81036.078125 Penalty: 3377.283447
	Iteration 25Q: 3 clusters Score -81036.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81048.617188 Penalty: 3377.283447
	Iteration 26Q: 3 clusters Score -81048.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81069.757812 Penalty: 3377.283447
	Iteration 27Q: 3 clusters Score -81069.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81076.039062 Penalty: 3377.283447
	Iteration 28Q: 3 clusters Score -81076.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81084.453125 Penalty: 3377.283447
	Iteration 29Q: 3 clusters Score -81084.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81086.093750 Penalty: 3377.283447
	Iteration 30Q: 3 clusters Score -81086.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81088.695312 Penalty: 3377.283447
	Iteration 31Q: 3 clusters Score -81088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81095.406250 Penalty: 3377.283447
	Iteration 32Q: 3 clusters Score -81095.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81106.453125 Penalty: 3377.283447
	Iteration 33Q: 3 clusters Score -81106.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81114.617188 Penalty: 3377.283447
	Iteration 34Q: 3 clusters Score -81114.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81121.703125 Penalty: 3377.283447
	Iteration 35Q: 3 clusters Score -81121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81125.976562 Penalty: 3377.283447
	Iteration 36Q: 3 clusters Score -81125.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81128.921875 Penalty: 3377.283447
	Iteration 37Q: 3 clusters Score -81128.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81134.687500 Penalty: 3377.283447
	Iteration 38Q: 3 clusters Score -81134.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81141.820312 Penalty: 3377.283447
	Iteration 39Q: 3 clusters Score -81141.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81150.437500 Penalty: 3377.283447
	Iteration 40F: 3 clusters Score -81150.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81158.070312 Penalty: 3377.283447
	Iteration 41Q: 3 clusters Score -81158.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81163.820312 Penalty: 3377.283447
	Iteration 42Q: 3 clusters Score -81163.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81170.039062 Penalty: 3377.283447
	Iteration 43Q: 3 clusters Score -81170.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -81180.429688 Penalty: 3377.283447
	Iteration 44Q: 3 clusters Score -81180.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81184.054688 Penalty: 3377.283447
	Iteration 45Q: 3 clusters Score -81184.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81188.351562 Penalty: 3377.283447
	Iteration 46Q: 3 clusters Score -81188.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81190.835938 Penalty: 3377.283447
	Iteration 47Q: 3 clusters Score -81190.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81194.578125 Penalty: 3377.283447
	Iteration 48Q: 3 clusters Score -81194.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81201.437500 Penalty: 3377.283447
	Iteration 49Q: 3 clusters Score -81201.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81208.117188 Penalty: 3377.283447
	Iteration 50Q: 3 clusters Score -81208.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81208.468750 Penalty: 3377.283447
	Iteration 51Q: 3 clusters Score -81208.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81209.046875 Penalty: 3377.283447
	Iteration 52Q: 3 clusters Score -81209.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81209.046875 Penalty: 3377.283447
	Iteration 53F: 3 clusters Score -81209.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -241935.953125 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -241936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -238961.484375 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -238961.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -239536.062500 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -239536.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -239720.562500 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -239720.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -239839.687500 Penalty: 3886.054932
	Iteration 3F: 3 clusters Score -239839.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239921.734375 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -239921.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -240004.046875 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -240004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240073.234375 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -240073.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -240127.593750 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -240127.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -240185.515625 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -240185.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -240242.062500 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -240242.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -240293.421875 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -240293.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240344.156250 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -240344.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -240402.781250 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -240402.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -240462.125000 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -240462.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -240529.703125 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -240529.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -240642.078125 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -240642.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -240765.812500 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -240765.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -240875.609375 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -240875.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -240994.250000 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -240994.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -241112.187500 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -241112.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -241210.421875 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -241210.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -241256.750000 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -241256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -241270.109375 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -241270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -241277.750000 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -241277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -241279.812500 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -241279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -241280.796875 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -241280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -241280.890625 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -241280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -241280.890625 Penalty: 3886.054932
	Iteration 27F: 3 clusters Score -241280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -138506.593750 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -138506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136230.015625 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -136230 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136561.843750 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -136561.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136660.859375 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -136660.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136719.171875 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -136719.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136749.546875 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -136749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136760.406250 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -136760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136768.625000 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -136768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136772.906250 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -136772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136774.609375 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -136774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136776.062500 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -136776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136776.250000 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -136776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136777.062500 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -136777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136778.296875 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -136778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136780.718750 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -136780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136783.781250 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -136783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136791.671875 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -136791.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136799.687500 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -136799.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136803.640625 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -136803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136808.640625 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -136808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136812.062500 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -136812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136816.015625 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -136816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136819.031250 Penalty: 3607.109619
	Iteration 21Q: 3 clusters Score -136819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -136820.156250 Penalty: 3607.109619
	Iteration 22Q: 3 clusters Score -136820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -136820.156250 Penalty: 3607.109619
	Iteration 23F: 3 clusters Score -136820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -389643.531250 Penalty: 2054.306396
	Iteration 0F: 2 clusters Score -389643.5 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 2024 members 
Entering Unmasked Estep 
Score: -385791.250000 Penalty: 4108.612793
	Iteration 0F: 3 clusters Score -385791.2 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -386613.093750 Penalty: 4108.612793
	Iteration 1F: 3 clusters Score -386613.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -386781.718750 Penalty: 4108.612793
	Iteration 2F: 3 clusters Score -386781.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -386905.156250 Penalty: 4108.612793
	Iteration 3F: 3 clusters Score -386905.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -387004.125000 Penalty: 4108.612793
	Iteration 4Q: 3 clusters Score -387004.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -387081.781250 Penalty: 4108.612793
	Iteration 5Q: 3 clusters Score -387081.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -387146.687500 Penalty: 4108.612793
	Iteration 6Q: 3 clusters Score -387146.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -387196.281250 Penalty: 4108.612793
	Iteration 7Q: 3 clusters Score -387196.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -387235.656250 Penalty: 4108.612793
	Iteration 8Q: 3 clusters Score -387235.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -387273.375000 Penalty: 4108.612793
	Iteration 9Q: 3 clusters Score -387273.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -387313.937500 Penalty: 4108.612793
	Iteration 10Q: 3 clusters Score -387313.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -387355.500000 Penalty: 4108.612793
	Iteration 11Q: 3 clusters Score -387355.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -387393.281250 Penalty: 4108.612793
	Iteration 12Q: 3 clusters Score -387393.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -387430.406250 Penalty: 4108.612793
	Iteration 13Q: 3 clusters Score -387430.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -387468.625000 Penalty: 4108.612793
	Iteration 14Q: 3 clusters Score -387468.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -387512.156250 Penalty: 4108.612793
	Iteration 15Q: 3 clusters Score -387512.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -387542.312500 Penalty: 4108.612793
	Iteration 16Q: 3 clusters Score -387542.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -387566.843750 Penalty: 4108.612793
	Iteration 17Q: 3 clusters Score -387566.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -387587.500000 Penalty: 4108.612793
	Iteration 18Q: 3 clusters Score -387587.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -387602.718750 Penalty: 4108.612793
	Iteration 19Q: 3 clusters Score -387602.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -387617.781250 Penalty: 4108.612793
	Iteration 20F: 3 clusters Score -387617.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -387634.281250 Penalty: 4108.612793
	Iteration 21Q: 3 clusters Score -387634.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -387651.312500 Penalty: 4108.612793
	Iteration 22Q: 3 clusters Score -387651.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -387670.281250 Penalty: 4108.612793
	Iteration 23Q: 3 clusters Score -387670.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -387689.406250 Penalty: 4108.612793
	Iteration 24Q: 3 clusters Score -387689.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -387704.156250 Penalty: 4108.612793
	Iteration 25Q: 3 clusters Score -387704.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -387714.718750 Penalty: 4108.612793
	Iteration 26Q: 3 clusters Score -387714.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -387727.000000 Penalty: 4108.612793
	Iteration 27Q: 3 clusters Score -387727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -387734.781250 Penalty: 4108.612793
	Iteration 28Q: 3 clusters Score -387734.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -387743.937500 Penalty: 4108.612793
	Iteration 29Q: 3 clusters Score -387743.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -387752.937500 Penalty: 4108.612793
	Iteration 30Q: 3 clusters Score -387752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -387759.843750 Penalty: 4108.612793
	Iteration 31Q: 3 clusters Score -387759.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -387767.156250 Penalty: 4108.612793
	Iteration 32Q: 3 clusters Score -387767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -387774.375000 Penalty: 4108.612793
	Iteration 33Q: 3 clusters Score -387774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -387777.562500 Penalty: 4108.612793
	Iteration 34Q: 3 clusters Score -387777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -387779.843750 Penalty: 4108.612793
	Iteration 35Q: 3 clusters Score -387779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -387782.937500 Penalty: 4108.612793
	Iteration 36Q: 3 clusters Score -387782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -387785.062500 Penalty: 4108.612793
	Iteration 37Q: 3 clusters Score -387785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -387787.062500 Penalty: 4108.612793
	Iteration 38Q: 3 clusters Score -387787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -387788.625000 Penalty: 4108.612793
	Iteration 39Q: 3 clusters Score -387788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -387791.406250 Penalty: 4108.612793
	Iteration 40F: 3 clusters Score -387791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -387794.062500 Penalty: 4108.612793
	Iteration 41Q: 3 clusters Score -387794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -387799.093750 Penalty: 4108.612793
	Iteration 42Q: 3 clusters Score -387799.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -387804.843750 Penalty: 4108.612793
	Iteration 43Q: 3 clusters Score -387804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -387812.156250 Penalty: 4108.612793
	Iteration 44Q: 3 clusters Score -387812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -387820.500000 Penalty: 4108.612793
	Iteration 45Q: 3 clusters Score -387820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -387827.406250 Penalty: 4108.612793
	Iteration 46Q: 3 clusters Score -387827.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -387834.343750 Penalty: 4108.612793
	Iteration 47Q: 3 clusters Score -387834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -387839.343750 Penalty: 4108.612793
	Iteration 48Q: 3 clusters Score -387839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -387842.812500 Penalty: 4108.612793
	Iteration 49Q: 3 clusters Score -387842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -387846.656250 Penalty: 4108.612793
	Iteration 50Q: 3 clusters Score -387846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -387849.750000 Penalty: 4108.612793
	Iteration 51Q: 3 clusters Score -387849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -387855.218750 Penalty: 4108.612793
	Iteration 52Q: 3 clusters Score -387855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -387859.937500 Penalty: 4108.612793
	Iteration 53Q: 3 clusters Score -387859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -387863.437500 Penalty: 4108.612793
	Iteration 54Q: 3 clusters Score -387863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -387865.281250 Penalty: 4108.612793
	Iteration 55Q: 3 clusters Score -387865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -387866.468750 Penalty: 4108.612793
	Iteration 56Q: 3 clusters Score -387866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -387866.468750 Penalty: 4108.612793
	Iteration 57F: 3 clusters Score -387866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Entering Unmasked Estep 
Score: -741638.125000 Penalty: 2266.166992
	Iteration 0F: 2 clusters Score -741638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -734468.000000 Penalty: 4532.333984
	Iteration 0F: 3 clusters Score -734468 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -736946.125000 Penalty: 4532.333984
	Iteration 1F: 3 clusters Score -736946.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -737537.375000 Penalty: 4532.333984
	Iteration 2F: 3 clusters Score -737537.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -738091.250000 Penalty: 4532.333984
	Iteration 3F: 3 clusters Score -738091.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -738578.937500 Penalty: 4532.333984
	Iteration 4F: 3 clusters Score -738578.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -738968.062500 Penalty: 4532.333984
	Iteration 5F: 3 clusters Score -738968.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -739296.125000 Penalty: 4532.333984
	Iteration 6Q: 3 clusters Score -739296.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -739565.125000 Penalty: 4532.333984
	Iteration 7Q: 3 clusters Score -739565.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -739740.375000 Penalty: 4532.333984
	Iteration 8Q: 3 clusters Score -739740.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -739867.687500 Penalty: 4532.333984
	Iteration 9Q: 3 clusters Score -739867.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -739974.562500 Penalty: 4532.333984
	Iteration 10Q: 3 clusters Score -739974.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -740052.000000 Penalty: 4532.333984
	Iteration 11Q: 3 clusters Score -740052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -740105.500000 Penalty: 4532.333984
	Iteration 12Q: 3 clusters Score -740105.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -740144.812500 Penalty: 4532.333984
	Iteration 13Q: 3 clusters Score -740144.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -740180.187500 Penalty: 4532.333984
	Iteration 14Q: 3 clusters Score -740180.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -740216.500000 Penalty: 4532.333984
	Iteration 15Q: 3 clusters Score -740216.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -740248.125000 Penalty: 4532.333984
	Iteration 16Q: 3 clusters Score -740248.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -740276.062500 Penalty: 4532.333984
	Iteration 17Q: 3 clusters Score -740276.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -740294.937500 Penalty: 4532.333984
	Iteration 18Q: 3 clusters Score -740294.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -740307.500000 Penalty: 4532.333984
	Iteration 19Q: 3 clusters Score -740307.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -740322.000000 Penalty: 4532.333984
	Iteration 20F: 3 clusters Score -740322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -740335.062500 Penalty: 4532.333984
	Iteration 21Q: 3 clusters Score -740335.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -740351.812500 Penalty: 4532.333984
	Iteration 22Q: 3 clusters Score -740351.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -740373.562500 Penalty: 4532.333984
	Iteration 23Q: 3 clusters Score -740373.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -740389.375000 Penalty: 4532.333984
	Iteration 24Q: 3 clusters Score -740389.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -740402.125000 Penalty: 4532.333984
	Iteration 25Q: 3 clusters Score -740402.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -740414.875000 Penalty: 4532.333984
	Iteration 26Q: 3 clusters Score -740414.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -740422.812500 Penalty: 4532.333984
	Iteration 27Q: 3 clusters Score -740422.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -740426.687500 Penalty: 4532.333984
	Iteration 28Q: 3 clusters Score -740426.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -740436.437500 Penalty: 4532.333984
	Iteration 29Q: 3 clusters Score -740436.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -740442.500000 Penalty: 4532.333984
	Iteration 30Q: 3 clusters Score -740442.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -740444.937500 Penalty: 4532.333984
	Iteration 31Q: 3 clusters Score -740444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -740448.812500 Penalty: 4532.333984
	Iteration 32Q: 3 clusters Score -740448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -740449.625000 Penalty: 4532.333984
	Iteration 33Q: 3 clusters Score -740449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -740452.562500 Penalty: 4532.333984
	Iteration 34Q: 3 clusters Score -740452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -740455.500000 Penalty: 4532.333984
	Iteration 35Q: 3 clusters Score -740455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -740455.875000 Penalty: 4532.333984
	Iteration 36Q: 3 clusters Score -740455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -740456.437500 Penalty: 4532.333984
	Iteration 37Q: 3 clusters Score -740456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -740457.187500 Penalty: 4532.333984
	Iteration 38Q: 3 clusters Score -740457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -740457.750000 Penalty: 4532.333984
	Iteration 39Q: 3 clusters Score -740457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -740458.625000 Penalty: 4532.333984
	Iteration 40F: 3 clusters Score -740458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -740457.375000 Penalty: 4532.333984
	Iteration 41Q: 3 clusters Score -740457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -740457.500000 Penalty: 4532.333984
	Iteration 42Q: 3 clusters Score -740457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -740457.437500 Penalty: 4532.333984
	Iteration 43Q: 3 clusters Score -740457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -740457.437500 Penalty: 4532.333984
	Iteration 44Q: 3 clusters Score -740457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -740457.500000 Penalty: 4532.333984
	Iteration 45Q: 3 clusters Score -740457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -740458.750000 Penalty: 4532.333984
	Iteration 46Q: 3 clusters Score -740458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -740459.625000 Penalty: 4532.333984
	Iteration 47Q: 3 clusters Score -740459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -740459.687500 Penalty: 4532.333984
	Iteration 48Q: 3 clusters Score -740459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -740459.687500 Penalty: 4532.333984
	Iteration 49F: 3 clusters Score -740459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (32944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Entering Unmasked Estep 
Score: -3282441.750000 Penalty: 2579.835938
	Iteration 0F: 2 clusters Score -3282442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3259764.250000 Penalty: 5159.671875
	Iteration 0F: 3 clusters Score -3259764 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3267953.000000 Penalty: 5159.671875
	Iteration 1F: 3 clusters Score -3267953 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3268484.750000 Penalty: 5159.671875
	Iteration 2Q: 3 clusters Score -3268485 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3269012.250000 Penalty: 5159.671875
	Iteration 3Q: 3 clusters Score -3269012 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3269619.500000 Penalty: 5159.671875
	Iteration 4Q: 3 clusters Score -3269620 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3270302.750000 Penalty: 5159.671875
	Iteration 5Q: 3 clusters Score -3270303 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3271041.500000 Penalty: 5159.671875
	Iteration 6Q: 3 clusters Score -3271042 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3271843.000000 Penalty: 5159.671875
	Iteration 7Q: 3 clusters Score -3271843 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3272656.500000 Penalty: 5159.671875
	Iteration 8Q: 3 clusters Score -3272656 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3273430.750000 Penalty: 5159.671875
	Iteration 9Q: 3 clusters Score -3273431 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3274063.500000 Penalty: 5159.671875
	Iteration 10Q: 3 clusters Score -3274064 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3274606.750000 Penalty: 5159.671875
	Iteration 11Q: 3 clusters Score -3274607 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3275089.500000 Penalty: 5159.671875
	Iteration 12Q: 3 clusters Score -3275090 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3275504.500000 Penalty: 5159.671875
	Iteration 13Q: 3 clusters Score -3275504 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3275966.000000 Penalty: 5159.671875
	Iteration 14Q: 3 clusters Score -3275966 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3276412.750000 Penalty: 5159.671875
	Iteration 15Q: 3 clusters Score -3276413 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3276829.750000 Penalty: 5159.671875
	Iteration 16Q: 3 clusters Score -3276830 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3277291.000000 Penalty: 5159.671875
	Iteration 17Q: 3 clusters Score -3277291 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3277773.250000 Penalty: 5159.671875
	Iteration 18Q: 3 clusters Score -3277773 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3278205.250000 Penalty: 5159.671875
	Iteration 19Q: 3 clusters Score -3278205 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3278610.250000 Penalty: 5159.671875
	Iteration 20F: 3 clusters Score -3278610 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3278986.000000 Penalty: 5159.671875
	Iteration 21Q: 3 clusters Score -3278986 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3279332.750000 Penalty: 5159.671875
	Iteration 22Q: 3 clusters Score -3279333 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3279597.500000 Penalty: 5159.671875
	Iteration 23Q: 3 clusters Score -3279598 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3279797.250000 Penalty: 5159.671875
	Iteration 24Q: 3 clusters Score -3279797 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3279952.750000 Penalty: 5159.671875
	Iteration 25Q: 3 clusters Score -3279953 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3280078.750000 Penalty: 5159.671875
	Iteration 26Q: 3 clusters Score -3280079 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3280140.750000 Penalty: 5159.671875
	Iteration 27Q: 3 clusters Score -3280141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3280208.500000 Penalty: 5159.671875
	Iteration 28Q: 3 clusters Score -3280208 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3280265.000000 Penalty: 5159.671875
	Iteration 29Q: 3 clusters Score -3280265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3280317.500000 Penalty: 5159.671875
	Iteration 30Q: 3 clusters Score -3280318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3280366.000000 Penalty: 5159.671875
	Iteration 31Q: 3 clusters Score -3280366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3280408.000000 Penalty: 5159.671875
	Iteration 32Q: 3 clusters Score -3280408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3280451.000000 Penalty: 5159.671875
	Iteration 33Q: 3 clusters Score -3280451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3280473.000000 Penalty: 5159.671875
	Iteration 34Q: 3 clusters Score -3280473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3280503.750000 Penalty: 5159.671875
	Iteration 35Q: 3 clusters Score -3280504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3280538.000000 Penalty: 5159.671875
	Iteration 36Q: 3 clusters Score -3280538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3280590.500000 Penalty: 5159.671875
	Iteration 37Q: 3 clusters Score -3280590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3280646.000000 Penalty: 5159.671875
	Iteration 38Q: 3 clusters Score -3280646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3280712.750000 Penalty: 5159.671875
	Iteration 39Q: 3 clusters Score -3280713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3280770.250000 Penalty: 5159.671875
	Iteration 40F: 3 clusters Score -3280770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3280828.250000 Penalty: 5159.671875
	Iteration 41Q: 3 clusters Score -3280828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3280864.000000 Penalty: 5159.671875
	Iteration 42Q: 3 clusters Score -3280864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3280877.250000 Penalty: 5159.671875
	Iteration 43Q: 3 clusters Score -3280877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3280893.500000 Penalty: 5159.671875
	Iteration 44Q: 3 clusters Score -3280894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -3280902.250000 Penalty: 5159.671875
	Iteration 45Q: 3 clusters Score -3280902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -3280904.750000 Penalty: 5159.671875
	Iteration 46Q: 3 clusters Score -3280905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3280911.250000 Penalty: 5159.671875
	Iteration 47Q: 3 clusters Score -3280911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -3280915.500000 Penalty: 5159.671875
	Iteration 48Q: 3 clusters Score -3280916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -3280916.750000 Penalty: 5159.671875
	Iteration 49Q: 3 clusters Score -3280917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3280921.500000 Penalty: 5159.671875
	Iteration 50Q: 3 clusters Score -3280922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3280922.000000 Penalty: 5159.671875
	Iteration 51Q: 3 clusters Score -3280922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3280923.250000 Penalty: 5159.671875
	Iteration 52Q: 3 clusters Score -3280923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3280922.500000 Penalty: 5159.671875
	Iteration 53Q: 3 clusters Score -3280922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3280924.500000 Penalty: 5159.671875
	Iteration 54Q: 3 clusters Score -3280924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3280926.000000 Penalty: 5159.671875
	Iteration 55Q: 3 clusters Score -3280926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3280926.500000 Penalty: 5159.671875
	Iteration 56Q: 3 clusters Score -3280926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3280928.000000 Penalty: 5159.671875
	Iteration 57Q: 3 clusters Score -3280928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3280926.750000 Penalty: 5159.671875
	Iteration 58Q: 3 clusters Score -3280927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3280930.000000 Penalty: 5159.671875
	Iteration 59Q: 3 clusters Score -3280930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3280936.750000 Penalty: 5159.671875
	Iteration 60F: 3 clusters Score -3280937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3280939.750000 Penalty: 5159.671875
	Iteration 61Q: 3 clusters Score -3280940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3280944.000000 Penalty: 5159.671875
	Iteration 62Q: 3 clusters Score -3280944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3280947.250000 Penalty: 5159.671875
	Iteration 63Q: 3 clusters Score -3280947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3280954.250000 Penalty: 5159.671875
	Iteration 64Q: 3 clusters Score -3280954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3280956.250000 Penalty: 5159.671875
	Iteration 65Q: 3 clusters Score -3280956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3280958.500000 Penalty: 5159.671875
	Iteration 66Q: 3 clusters Score -3280958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3280964.750000 Penalty: 5159.671875
	Iteration 67Q: 3 clusters Score -3280965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3280963.750000 Penalty: 5159.671875
	Iteration 68Q: 3 clusters Score -3280964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3280963.750000 Penalty: 5159.671875
	Iteration 69F: 3 clusters Score -3280964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -174997.593750 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -174997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -172453.015625 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -172453 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -172961.265625 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -172961.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -173112.250000 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -173112.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173225.328125 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -173225.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -173311.796875 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -173311.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -173372.687500 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -173372.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -173419.203125 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -173419.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -173461.000000 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -173461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -173491.968750 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -173492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -173523.046875 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -173523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173547.828125 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -173547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -173558.250000 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -173558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -173566.265625 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -173566.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -173577.906250 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -173577.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173588.656250 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -173588.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -173598.000000 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -173598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -173602.234375 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -173602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -173610.921875 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -173610.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -173620.562500 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -173620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -173629.062500 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -173629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -173633.828125 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -173633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -173637.500000 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -173637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -173642.062500 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -173642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173643.078125 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -173643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -173644.484375 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -173644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -173644.843750 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -173644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -173644.843750 Penalty: 3730.304932
	Iteration 26F: 3 clusters Score -173644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -244689.671875 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -244689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241824.796875 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -241824.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -242360.296875 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -242360.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -242461.781250 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -242461.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -242516.703125 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -242516.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -242544.859375 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -242544.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -242569.796875 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -242569.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -242588.843750 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -242588.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -242613.281250 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -242613.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -242635.453125 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -242635.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -242648.187500 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -242648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -242656.078125 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -242656.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -242661.062500 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -242661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -242662.656250 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -242662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -242665.687500 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -242665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -242668.046875 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -242668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -242671.468750 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -242671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -242675.390625 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -242675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242679.390625 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -242679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -242680.328125 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -242680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -242681.562500 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -242681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -242682.812500 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -242682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -242684.828125 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -242684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -242685.484375 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -242685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -242687.781250 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -242687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -242690.203125 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -242690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -242694.281250 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -242694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -242695.968750 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -242696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -242697.437500 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -242697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -242699.046875 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -242699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -242700.093750 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -242700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -242701.640625 Penalty: 3857.161377
	Iteration 30Q: 3 clusters Score -242701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -242704.546875 Penalty: 3857.161377
	Iteration 31Q: 3 clusters Score -242704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -242705.328125 Penalty: 3857.161377
	Iteration 32Q: 3 clusters Score -242705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -242706.453125 Penalty: 3857.161377
	Iteration 33Q: 3 clusters Score -242706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -242707.468750 Penalty: 3857.161377
	Iteration 34Q: 3 clusters Score -242707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -242708.609375 Penalty: 3857.161377
	Iteration 35Q: 3 clusters Score -242708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -242710.312500 Penalty: 3857.161377
	Iteration 36Q: 3 clusters Score -242710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -242712.734375 Penalty: 3857.161377
	Iteration 37Q: 3 clusters Score -242712.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -242717.546875 Penalty: 3857.161377
	Iteration 38Q: 3 clusters Score -242717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -242721.500000 Penalty: 3857.161377
	Iteration 39Q: 3 clusters Score -242721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -242727.156250 Penalty: 3857.161377
	Iteration 40F: 3 clusters Score -242727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -242729.578125 Penalty: 3857.161377
	Iteration 41Q: 3 clusters Score -242729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -242729.984375 Penalty: 3857.161377
	Iteration 42Q: 3 clusters Score -242730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -242729.984375 Penalty: 3857.161377
	Iteration 43F: 3 clusters Score -242730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -443924.968750 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -443925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -439700.468750 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -439700.5 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -440709.656250 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -440709.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -440905.125000 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -440905.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -441035.406250 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -441035.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -441138.031250 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -441138 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -441205.125000 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -441205.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -441258.843750 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -441258.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -441305.875000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -441305.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -441349.687500 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -441349.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -441397.781250 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -441397.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -441461.406250 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -441461.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -441532.218750 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -441532.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -441620.656250 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -441620.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -441709.125000 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -441709.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -441819.218750 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -441819.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -441918.375000 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -441918.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -442003.781250 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -442003.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -442090.875000 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -442090.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -442171.937500 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -442171.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -442260.687500 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -442260.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -442345.750000 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -442345.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -442411.531250 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -442411.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -442448.906250 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -442448.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -442472.312500 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -442472.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442494.656250 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -442494.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -442517.156250 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -442517.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -442537.218750 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -442537.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -442557.468750 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -442557.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -442571.375000 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -442571.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -442585.937500 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -442585.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -442602.531250 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -442602.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -442612.875000 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -442612.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -442624.312500 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -442624.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -442638.031250 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -442638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -442650.000000 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -442650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -442666.125000 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -442666.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -442691.781250 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -442691.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -442719.843750 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -442719.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -442744.968750 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -442745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -442773.656250 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -442773.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -442800.062500 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -442800.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -442835.687500 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -442835.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -442875.031250 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -442875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -442903.250000 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -442903.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -442929.156250 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -442929.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -442953.093750 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -442953.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -442971.593750 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -442971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -442989.062500 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -442989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -442999.906250 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -442999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -443003.531250 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -443003.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -443008.843750 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -443008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -443010.312500 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -443010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -443013.781250 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -443013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -443015.187500 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -443015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -443016.406250 Penalty: 4168.285156
	Iteration 54Q: 3 clusters Score -443016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -443020.062500 Penalty: 4168.285156
	Iteration 55Q: 3 clusters Score -443020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -443020.250000 Penalty: 4168.285156
	Iteration 56Q: 3 clusters Score -443020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -443020.250000 Penalty: 4168.285156
	Iteration 57F: 3 clusters Score -443020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -540754.812500 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -540754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -535858.187500 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -535858.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -537107.312500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -537107.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -537353.250000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -537353.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -537496.062500 Penalty: 4292.208008
	Iteration 3Q: 3 clusters Score -537496.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -537609.562500 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -537609.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -537714.625000 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -537714.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -537828.062500 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -537828.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -537952.500000 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -537952.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -538103.687500 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -538103.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -538258.437500 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -538258.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -538390.125000 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -538390.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -538532.312500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -538532.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -538646.062500 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -538646.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -538741.437500 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -538741.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -538808.625000 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -538808.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -538856.687500 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -538856.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -538899.625000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -538899.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -538944.437500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -538944.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -538982.500000 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -538982.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -539011.187500 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -539011.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -539032.437500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -539032.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -539055.375000 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -539055.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -539071.500000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -539071.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -539082.500000 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -539082.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -539092.625000 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -539092.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -539100.812500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -539100.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -539110.187500 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -539110.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -539117.750000 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -539117.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -539123.625000 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -539123.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -539129.875000 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -539129.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -539139.375000 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -539139.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -539151.125000 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -539151.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -539170.750000 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -539170.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -539184.562500 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -539184.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -539204.562500 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -539204.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -539234.500000 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -539234.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -539264.875000 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -539264.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -539292.375000 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -539292.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -539322.000000 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -539322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -539348.875000 Penalty: 4292.208008
	Iteration 39Q: 3 clusters Score -539348.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -539372.187500 Penalty: 4292.208008
	Iteration 40F: 3 clusters Score -539372.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -539389.812500 Penalty: 4292.208008
	Iteration 41Q: 3 clusters Score -539389.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -539398.687500 Penalty: 4292.208008
	Iteration 42Q: 3 clusters Score -539398.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -539409.000000 Penalty: 4292.208008
	Iteration 43Q: 3 clusters Score -539409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -539421.875000 Penalty: 4292.208008
	Iteration 44Q: 3 clusters Score -539421.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -539431.875000 Penalty: 4292.208008
	Iteration 45Q: 3 clusters Score -539431.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -539439.812500 Penalty: 4292.208008
	Iteration 46Q: 3 clusters Score -539439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -539444.750000 Penalty: 4292.208008
	Iteration 47Q: 3 clusters Score -539444.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -539451.500000 Penalty: 4292.208008
	Iteration 48Q: 3 clusters Score -539451.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -539460.312500 Penalty: 4292.208008
	Iteration 49Q: 3 clusters Score -539460.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -539471.125000 Penalty: 4292.208008
	Iteration 50Q: 3 clusters Score -539471.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -539479.562500 Penalty: 4292.208008
	Iteration 51Q: 3 clusters Score -539479.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -539489.625000 Penalty: 4292.208008
	Iteration 52Q: 3 clusters Score -539489.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -539504.000000 Penalty: 4292.208008
	Iteration 53Q: 3 clusters Score -539504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -539514.437500 Penalty: 4292.208008
	Iteration 54Q: 3 clusters Score -539514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -539522.250000 Penalty: 4292.208008
	Iteration 55Q: 3 clusters Score -539522.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -539528.500000 Penalty: 4292.208008
	Iteration 56Q: 3 clusters Score -539528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -539534.250000 Penalty: 4292.208008
	Iteration 57Q: 3 clusters Score -539534.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -539542.750000 Penalty: 4292.208008
	Iteration 58Q: 3 clusters Score -539542.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -539549.125000 Penalty: 4292.208008
	Iteration 59Q: 3 clusters Score -539549.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -539552.937500 Penalty: 4292.208008
	Iteration 60F: 3 clusters Score -539552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -539555.687500 Penalty: 4292.208008
	Iteration 61Q: 3 clusters Score -539555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -539559.375000 Penalty: 4292.208008
	Iteration 62Q: 3 clusters Score -539559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -539564.187500 Penalty: 4292.208008
	Iteration 63Q: 3 clusters Score -539564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -539568.937500 Penalty: 4292.208008
	Iteration 64Q: 3 clusters Score -539568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -539572.062500 Penalty: 4292.208008
	Iteration 65Q: 3 clusters Score -539572.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -539574.187500 Penalty: 4292.208008
	Iteration 66Q: 3 clusters Score -539574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -539576.375000 Penalty: 4292.208008
	Iteration 67Q: 3 clusters Score -539576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -539576.000000 Penalty: 4292.208008
	Iteration 68Q: 3 clusters Score -539576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -539576.000000 Penalty: 4292.208008
	Iteration 69F: 3 clusters Score -539576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -52462.894531 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -52462.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50912.082031 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -50912.08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51126.257812 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -51126.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51189.378906 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -51189.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51251.949219 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -51251.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51331.781250 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -51331.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51427.957031 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -51427.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51497.468750 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -51497.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51563.531250 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -51563.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51604.675781 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -51604.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51630.082031 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -51630.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51638.734375 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -51638.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51645.812500 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -51645.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51649.113281 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -51649.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51653.605469 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -51653.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51656.171875 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -51656.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51656.171875 Penalty: 3143.065674
	Iteration 15F: 3 clusters Score -51656.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -562568.125000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -562568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -557469.875000 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -557469.9 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -558787.312500 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -558787.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -559118.000000 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -559118 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -559332.750000 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -559332.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -559490.500000 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -559490.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -559613.562500 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -559613.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -559712.687500 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -559712.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -559799.375000 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -559799.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -559871.625000 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -559871.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -559932.875000 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -559932.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -559986.375000 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -559986.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -560047.000000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -560047 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -560102.687500 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -560102.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -560143.250000 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -560143.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -560175.125000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -560175.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -560212.750000 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -560212.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -560244.375000 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -560244.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -560264.437500 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -560264.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -560283.187500 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -560283.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -560301.125000 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -560301.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -560324.062500 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -560324.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -560342.062500 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -560342.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -560365.625000 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -560365.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -560387.562500 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -560387.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -560408.500000 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -560408.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -560438.500000 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -560438.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -560474.125000 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -560474.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -560522.312500 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -560522.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -560560.625000 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -560560.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -560590.437500 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -560590.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -560613.625000 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -560613.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -560639.187500 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -560639.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -560670.312500 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -560670.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -560704.250000 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -560704.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -560735.375000 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -560735.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -560759.625000 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -560759.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -560780.687500 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -560780.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -560817.375000 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -560817.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -560865.375000 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -560865.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -560912.875000 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -560912.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -560948.375000 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -560948.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -560978.000000 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -560978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -560997.937500 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -560997.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -561012.750000 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -561012.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -561027.375000 Penalty: 4310.141602
	Iteration 44Q: 3 clusters Score -561027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -561042.375000 Penalty: 4310.141602
	Iteration 45Q: 3 clusters Score -561042.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -561052.000000 Penalty: 4310.141602
	Iteration 46Q: 3 clusters Score -561052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -561057.562500 Penalty: 4310.141602
	Iteration 47Q: 3 clusters Score -561057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -561058.875000 Penalty: 4310.141602
	Iteration 48Q: 3 clusters Score -561058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -561061.187500 Penalty: 4310.141602
	Iteration 49Q: 3 clusters Score -561061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -561062.687500 Penalty: 4310.141602
	Iteration 50Q: 3 clusters Score -561062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -561064.625000 Penalty: 4310.141602
	Iteration 51Q: 3 clusters Score -561064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -561065.062500 Penalty: 4310.141602
	Iteration 52Q: 3 clusters Score -561065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -561066.875000 Penalty: 4310.141602
	Iteration 53Q: 3 clusters Score -561066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -561066.812500 Penalty: 4310.141602
	Iteration 54Q: 3 clusters Score -561066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -561068.437500 Penalty: 4310.141602
	Iteration 55Q: 3 clusters Score -561068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -561070.562500 Penalty: 4310.141602
	Iteration 56Q: 3 clusters Score -561070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -561072.062500 Penalty: 4310.141602
	Iteration 57Q: 3 clusters Score -561072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -561071.937500 Penalty: 4310.141602
	Iteration 58Q: 3 clusters Score -561071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -561074.375000 Penalty: 4310.141602
	Iteration 59Q: 3 clusters Score -561074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -561075.125000 Penalty: 4310.141602
	Iteration 60F: 3 clusters Score -561075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -561075.750000 Penalty: 4310.141602
	Iteration 61Q: 3 clusters Score -561075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -561075.625000 Penalty: 4310.141602
	Iteration 62Q: 3 clusters Score -561075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -561076.750000 Penalty: 4310.141602
	Iteration 63Q: 3 clusters Score -561076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -561077.437500 Penalty: 4310.141602
	Iteration 64Q: 3 clusters Score -561077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -561081.000000 Penalty: 4310.141602
	Iteration 65Q: 3 clusters Score -561081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -561081.250000 Penalty: 4310.141602
	Iteration 66Q: 3 clusters Score -561081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -561083.625000 Penalty: 4310.141602
	Iteration 67Q: 3 clusters Score -561083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -561085.562500 Penalty: 4310.141602
	Iteration 68Q: 3 clusters Score -561085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -561089.437500 Penalty: 4310.141602
	Iteration 69Q: 3 clusters Score -561089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -561089.875000 Penalty: 4310.141602
	Iteration 70Q: 3 clusters Score -561089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -561092.312500 Penalty: 4310.141602
	Iteration 71Q: 3 clusters Score -561092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -561093.437500 Penalty: 4310.141602
	Iteration 72Q: 3 clusters Score -561093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -561094.250000 Penalty: 4310.141602
	Iteration 73Q: 3 clusters Score -561094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -561093.937500 Penalty: 4310.141602
	Iteration 74Q: 3 clusters Score -561093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -561095.500000 Penalty: 4310.141602
	Iteration 75Q: 3 clusters Score -561095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -561094.687500 Penalty: 4310.141602
	Iteration 76Q: 3 clusters Score -561094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -561094.687500 Penalty: 4310.141602
	Iteration 77F: 3 clusters Score -561094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -331356.625000 Penalty: 2061.348633
	Iteration 0F: 2 clusters Score -331356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -327466.312500 Penalty: 4122.697266
	Iteration 0F: 3 clusters Score -327466.3 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -328463.468750 Penalty: 4122.697266
	Iteration 1F: 3 clusters Score -328463.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -328778.125000 Penalty: 4122.697266
	Iteration 2F: 3 clusters Score -328778.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -329083.187500 Penalty: 4122.697266
	Iteration 3F: 3 clusters Score -329083.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -329371.875000 Penalty: 4122.697266
	Iteration 4F: 3 clusters Score -329371.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -329608.812500 Penalty: 4122.697266
	Iteration 5F: 3 clusters Score -329608.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -329791.656250 Penalty: 4122.697266
	Iteration 6F: 3 clusters Score -329791.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -329892.968750 Penalty: 4122.697266
	Iteration 7Q: 3 clusters Score -329893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -329964.218750 Penalty: 4122.697266
	Iteration 8Q: 3 clusters Score -329964.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -330028.718750 Penalty: 4122.697266
	Iteration 9Q: 3 clusters Score -330028.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -330080.875000 Penalty: 4122.697266
	Iteration 10Q: 3 clusters Score -330080.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -330127.906250 Penalty: 4122.697266
	Iteration 11Q: 3 clusters Score -330127.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -330180.281250 Penalty: 4122.697266
	Iteration 12Q: 3 clusters Score -330180.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -330214.968750 Penalty: 4122.697266
	Iteration 13Q: 3 clusters Score -330215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -330239.593750 Penalty: 4122.697266
	Iteration 14Q: 3 clusters Score -330239.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -330255.687500 Penalty: 4122.697266
	Iteration 15Q: 3 clusters Score -330255.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -330264.812500 Penalty: 4122.697266
	Iteration 16Q: 3 clusters Score -330264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -330272.968750 Penalty: 4122.697266
	Iteration 17Q: 3 clusters Score -330273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -330280.906250 Penalty: 4122.697266
	Iteration 18Q: 3 clusters Score -330280.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -330289.375000 Penalty: 4122.697266
	Iteration 19Q: 3 clusters Score -330289.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -330296.093750 Penalty: 4122.697266
	Iteration 20F: 3 clusters Score -330296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -330302.843750 Penalty: 4122.697266
	Iteration 21Q: 3 clusters Score -330302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -330307.218750 Penalty: 4122.697266
	Iteration 22Q: 3 clusters Score -330307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -330310.531250 Penalty: 4122.697266
	Iteration 23Q: 3 clusters Score -330310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -330315.812500 Penalty: 4122.697266
	Iteration 24Q: 3 clusters Score -330315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -330319.000000 Penalty: 4122.697266
	Iteration 25Q: 3 clusters Score -330319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -330321.187500 Penalty: 4122.697266
	Iteration 26Q: 3 clusters Score -330321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -330321.687500 Penalty: 4122.697266
	Iteration 27Q: 3 clusters Score -330321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -330324.531250 Penalty: 4122.697266
	Iteration 28Q: 3 clusters Score -330324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -330327.718750 Penalty: 4122.697266
	Iteration 29Q: 3 clusters Score -330327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -330329.875000 Penalty: 4122.697266
	Iteration 30Q: 3 clusters Score -330329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -330331.531250 Penalty: 4122.697266
	Iteration 31Q: 3 clusters Score -330331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -330333.062500 Penalty: 4122.697266
	Iteration 32Q: 3 clusters Score -330333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -330334.593750 Penalty: 4122.697266
	Iteration 33Q: 3 clusters Score -330334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -330337.843750 Penalty: 4122.697266
	Iteration 34Q: 3 clusters Score -330337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -330338.562500 Penalty: 4122.697266
	Iteration 35Q: 3 clusters Score -330338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -330341.187500 Penalty: 4122.697266
	Iteration 36Q: 3 clusters Score -330341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -330342.312500 Penalty: 4122.697266
	Iteration 37Q: 3 clusters Score -330342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330345.218750 Penalty: 4122.697266
	Iteration 38Q: 3 clusters Score -330345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -330345.000000 Penalty: 4122.697266
	Iteration 39Q: 3 clusters Score -330345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -330345.375000 Penalty: 4122.697266
	Iteration 40F: 3 clusters Score -330345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -330345.468750 Penalty: 4122.697266
	Iteration 41Q: 3 clusters Score -330345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -330346.656250 Penalty: 4122.697266
	Iteration 42Q: 3 clusters Score -330346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -330347.125000 Penalty: 4122.697266
	Iteration 43Q: 3 clusters Score -330347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330348.312500 Penalty: 4122.697266
	Iteration 44Q: 3 clusters Score -330348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330348.312500 Penalty: 4122.697266
	Iteration 45F: 3 clusters Score -330348.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -361430.156250 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -361430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -357736.281250 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -357736.3 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -358494.625000 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -358494.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -358671.437500 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -358671.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -358801.906250 Penalty: 4076.652344
	Iteration 3Q: 3 clusters Score -358801.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -358895.812500 Penalty: 4076.652344
	Iteration 4Q: 3 clusters Score -358895.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -358983.093750 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -358983.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -359075.937500 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -359075.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -359171.875000 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -359171.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -359262.718750 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -359262.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -359346.281250 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -359346.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -359405.656250 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -359405.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -359445.562500 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -359445.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -359482.062500 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -359482.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -359523.750000 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -359523.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -359551.718750 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -359551.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -359574.562500 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -359574.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -359597.656250 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -359597.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -359614.687500 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -359614.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -359630.718750 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -359630.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -359641.375000 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -359641.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -359651.937500 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -359651.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -359662.687500 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -359662.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -359672.937500 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -359672.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -359687.125000 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -359687.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -359704.843750 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -359704.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -359721.093750 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -359721.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -359734.812500 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -359734.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -359755.625000 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -359755.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -359782.125000 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -359782.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -359818.000000 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -359818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -359861.406250 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -359861.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -359907.031250 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -359907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -359931.843750 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -359931.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -359953.031250 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -359953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -359968.312500 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -359968.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359975.625000 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -359975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -359980.687500 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -359980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -359982.843750 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -359982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -359985.000000 Penalty: 4076.652344
	Iteration 38Q: 3 clusters Score -359985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -359987.125000 Penalty: 4076.652344
	Iteration 39Q: 3 clusters Score -359987.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -359990.593750 Penalty: 4076.652344
	Iteration 40F: 3 clusters Score -359990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -359991.437500 Penalty: 4076.652344
	Iteration 41Q: 3 clusters Score -359991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -359993.593750 Penalty: 4076.652344
	Iteration 42Q: 3 clusters Score -359993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -359997.187500 Penalty: 4076.652344
	Iteration 43Q: 3 clusters Score -359997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -360000.343750 Penalty: 4076.652344
	Iteration 44Q: 3 clusters Score -360000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -360001.812500 Penalty: 4076.652344
	Iteration 45Q: 3 clusters Score -360001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360003.000000 Penalty: 4076.652344
	Iteration 46Q: 3 clusters Score -360003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -360003.843750 Penalty: 4076.652344
	Iteration 47Q: 3 clusters Score -360003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -360005.406250 Penalty: 4076.652344
	Iteration 48Q: 3 clusters Score -360005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360008.437500 Penalty: 4076.652344
	Iteration 49Q: 3 clusters Score -360008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360010.562500 Penalty: 4076.652344
	Iteration 50Q: 3 clusters Score -360010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -360012.593750 Penalty: 4076.652344
	Iteration 51Q: 3 clusters Score -360012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -360016.437500 Penalty: 4076.652344
	Iteration 52Q: 3 clusters Score -360016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -360021.812500 Penalty: 4076.652344
	Iteration 53Q: 3 clusters Score -360021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -360027.156250 Penalty: 4076.652344
	Iteration 54Q: 3 clusters Score -360027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -360032.625000 Penalty: 4076.652344
	Iteration 55Q: 3 clusters Score -360032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -360040.125000 Penalty: 4076.652344
	Iteration 56Q: 3 clusters Score -360040.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -360050.125000 Penalty: 4076.652344
	Iteration 57Q: 3 clusters Score -360050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -360057.625000 Penalty: 4076.652344
	Iteration 58Q: 3 clusters Score -360057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -360067.718750 Penalty: 4076.652344
	Iteration 59Q: 3 clusters Score -360067.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -360075.656250 Penalty: 4076.652344
	Iteration 60F: 3 clusters Score -360075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -360085.406250 Penalty: 4076.652344
	Iteration 61Q: 3 clusters Score -360085.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -360094.843750 Penalty: 4076.652344
	Iteration 62Q: 3 clusters Score -360094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -360103.343750 Penalty: 4076.652344
	Iteration 63Q: 3 clusters Score -360103.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -360110.281250 Penalty: 4076.652344
	Iteration 64Q: 3 clusters Score -360110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -360116.375000 Penalty: 4076.652344
	Iteration 65Q: 3 clusters Score -360116.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -360125.625000 Penalty: 4076.652344
	Iteration 66Q: 3 clusters Score -360125.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -360137.906250 Penalty: 4076.652344
	Iteration 67Q: 3 clusters Score -360137.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -360147.843750 Penalty: 4076.652344
	Iteration 68Q: 3 clusters Score -360147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -360153.250000 Penalty: 4076.652344
	Iteration 69Q: 3 clusters Score -360153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -360156.593750 Penalty: 4076.652344
	Iteration 70Q: 3 clusters Score -360156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -360161.375000 Penalty: 4076.652344
	Iteration 71Q: 3 clusters Score -360161.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -360164.625000 Penalty: 4076.652344
	Iteration 72Q: 3 clusters Score -360164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -360168.937500 Penalty: 4076.652344
	Iteration 73Q: 3 clusters Score -360168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -360170.687500 Penalty: 4076.652344
	Iteration 74Q: 3 clusters Score -360170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -360172.750000 Penalty: 4076.652344
	Iteration 75Q: 3 clusters Score -360172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -360177.843750 Penalty: 4076.652344
	Iteration 76Q: 3 clusters Score -360177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -360178.250000 Penalty: 4076.652344
	Iteration 77Q: 3 clusters Score -360178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -360178.781250 Penalty: 4076.652344
	Iteration 78Q: 3 clusters Score -360178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -360179.656250 Penalty: 4076.652344
	Iteration 79Q: 3 clusters Score -360179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -360179.937500 Penalty: 4076.652344
	Iteration 80F: 3 clusters Score -360179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -360179.906250 Penalty: 4076.652344
	Iteration 81Q: 3 clusters Score -360179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -360179.906250 Penalty: 4076.652344
	Iteration 82F: 3 clusters Score -360179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -936970.625000 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -936970.6 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 4462 members 
Entering Unmasked Estep 
Score: -930017.437500 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -930017.4 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -931897.625000 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -931897.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -932164.437500 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -932164.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -932339.312500 Penalty: 4511.530273
	Iteration 3Q: 3 clusters Score -932339.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -932451.687500 Penalty: 4511.530273
	Iteration 4Q: 3 clusters Score -932451.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -932546.375000 Penalty: 4511.530273
	Iteration 5Q: 3 clusters Score -932546.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -932624.875000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -932624.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -932689.000000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -932689 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -932745.875000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -932745.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -932818.125000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -932818.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -932891.750000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -932891.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -932993.437500 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -932993.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -933135.750000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -933135.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -933311.437500 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -933311.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -933552.187500 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -933552.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -933866.312500 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -933866.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -934202.187500 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -934202.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -934491.000000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -934491 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -934698.937500 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -934698.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -934850.312500 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -934850.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -934953.437500 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -934953.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -935023.750000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -935023.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -935067.187500 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -935067.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -935104.125000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -935104.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -935136.187500 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -935136.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -935160.625000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -935160.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -935175.062500 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -935175.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -935195.062500 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -935195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -935204.187500 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -935204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -935213.562500 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -935213.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -935219.687500 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -935219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -935227.125000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -935227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -935232.375000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -935232.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -935235.875000 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -935235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -935238.500000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -935238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -935241.625000 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -935241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -935243.312500 Penalty: 4511.530273
	Iteration 36Q: 3 clusters Score -935243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -935244.062500 Penalty: 4511.530273
	Iteration 37Q: 3 clusters Score -935244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -935246.500000 Penalty: 4511.530273
	Iteration 38Q: 3 clusters Score -935246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -935245.687500 Penalty: 4511.530273
	Iteration 39Q: 3 clusters Score -935245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -935245.687500 Penalty: 4511.530273
	Iteration 40F: 3 clusters Score -935245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Entering Unmasked Estep 
Score: -3281246.250000 Penalty: 2600.073242
	Iteration 0F: 2 clusters Score -3281246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3256823.000000 Penalty: 5200.146484
	Iteration 0F: 3 clusters Score -3256823 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3265807.250000 Penalty: 5200.146484
	Iteration 1F: 3 clusters Score -3265807 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3266394.000000 Penalty: 5200.146484
	Iteration 2Q: 3 clusters Score -3266394 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3267004.250000 Penalty: 5200.146484
	Iteration 3Q: 3 clusters Score -3267004 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3267645.250000 Penalty: 5200.146484
	Iteration 4Q: 3 clusters Score -3267645 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3268444.000000 Penalty: 5200.146484
	Iteration 5Q: 3 clusters Score -3268444 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3269449.750000 Penalty: 5200.146484
	Iteration 6F: 3 clusters Score -3269450 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3270752.250000 Penalty: 5200.146484
	Iteration 7F: 3 clusters Score -3270752 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3272159.000000 Penalty: 5200.146484
	Iteration 8F: 3 clusters Score -3272159 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3273678.000000 Penalty: 5200.146484
	Iteration 9F: 3 clusters Score -3273678 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3275033.750000 Penalty: 5200.146484
	Iteration 10F: 3 clusters Score -3275034 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3276087.000000 Penalty: 5200.146484
	Iteration 11Q: 3 clusters Score -3276087 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3276920.500000 Penalty: 5200.146484
	Iteration 12Q: 3 clusters Score -3276920 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -3277543.500000 Penalty: 5200.146484
	Iteration 13Q: 3 clusters Score -3277544 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3277950.750000 Penalty: 5200.146484
	Iteration 14Q: 3 clusters Score -3277951 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -3278286.500000 Penalty: 5200.146484
	Iteration 15Q: 3 clusters Score -3278286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3278512.750000 Penalty: 5200.146484
	Iteration 16Q: 3 clusters Score -3278513 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3278675.750000 Penalty: 5200.146484
	Iteration 17Q: 3 clusters Score -3278676 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -3278782.750000 Penalty: 5200.146484
	Iteration 18Q: 3 clusters Score -3278783 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3278871.250000 Penalty: 5200.146484
	Iteration 19Q: 3 clusters Score -3278871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3278955.500000 Penalty: 5200.146484
	Iteration 20F: 3 clusters Score -3278956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3279034.250000 Penalty: 5200.146484
	Iteration 21Q: 3 clusters Score -3279034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -3279096.750000 Penalty: 5200.146484
	Iteration 22Q: 3 clusters Score -3279097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -3279143.000000 Penalty: 5200.146484
	Iteration 23Q: 3 clusters Score -3279143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -3279179.000000 Penalty: 5200.146484
	Iteration 24Q: 3 clusters Score -3279179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -3279195.500000 Penalty: 5200.146484
	Iteration 25Q: 3 clusters Score -3279196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -3279224.000000 Penalty: 5200.146484
	Iteration 26Q: 3 clusters Score -3279224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3279241.750000 Penalty: 5200.146484
	Iteration 27Q: 3 clusters Score -3279242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3279271.000000 Penalty: 5200.146484
	Iteration 28Q: 3 clusters Score -3279271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -3279296.000000 Penalty: 5200.146484
	Iteration 29Q: 3 clusters Score -3279296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -3279319.000000 Penalty: 5200.146484
	Iteration 30Q: 3 clusters Score -3279319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -3279343.750000 Penalty: 5200.146484
	Iteration 31Q: 3 clusters Score -3279344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -3279383.750000 Penalty: 5200.146484
	Iteration 32Q: 3 clusters Score -3279384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3279410.000000 Penalty: 5200.146484
	Iteration 33Q: 3 clusters Score -3279410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -3279442.250000 Penalty: 5200.146484
	Iteration 34Q: 3 clusters Score -3279442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -3279464.000000 Penalty: 5200.146484
	Iteration 35Q: 3 clusters Score -3279464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -3279478.250000 Penalty: 5200.146484
	Iteration 36Q: 3 clusters Score -3279478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -3279493.250000 Penalty: 5200.146484
	Iteration 37Q: 3 clusters Score -3279493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3279515.750000 Penalty: 5200.146484
	Iteration 38Q: 3 clusters Score -3279516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3279524.250000 Penalty: 5200.146484
	Iteration 39Q: 3 clusters Score -3279524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3279545.500000 Penalty: 5200.146484
	Iteration 40F: 3 clusters Score -3279546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -3279564.000000 Penalty: 5200.146484
	Iteration 41Q: 3 clusters Score -3279564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3279572.000000 Penalty: 5200.146484
	Iteration 42Q: 3 clusters Score -3279572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3279579.000000 Penalty: 5200.146484
	Iteration 43Q: 3 clusters Score -3279579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3279586.000000 Penalty: 5200.146484
	Iteration 44Q: 3 clusters Score -3279586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -3279604.750000 Penalty: 5200.146484
	Iteration 45Q: 3 clusters Score -3279605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3279606.500000 Penalty: 5200.146484
	Iteration 46Q: 3 clusters Score -3279606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3279612.500000 Penalty: 5200.146484
	Iteration 47Q: 3 clusters Score -3279612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -3279623.750000 Penalty: 5200.146484
	Iteration 48Q: 3 clusters Score -3279624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3279634.500000 Penalty: 5200.146484
	Iteration 49Q: 3 clusters Score -3279634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3279644.250000 Penalty: 5200.146484
	Iteration 50Q: 3 clusters Score -3279644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3279649.750000 Penalty: 5200.146484
	Iteration 51Q: 3 clusters Score -3279650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3279659.000000 Penalty: 5200.146484
	Iteration 52Q: 3 clusters Score -3279659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3279663.750000 Penalty: 5200.146484
	Iteration 53Q: 3 clusters Score -3279664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3279668.750000 Penalty: 5200.146484
	Iteration 54Q: 3 clusters Score -3279669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -3279668.750000 Penalty: 5200.146484
	Iteration 55Q: 3 clusters Score -3279669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3279673.000000 Penalty: 5200.146484
	Iteration 56Q: 3 clusters Score -3279673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -3279676.250000 Penalty: 5200.146484
	Iteration 57Q: 3 clusters Score -3279676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3279680.500000 Penalty: 5200.146484
	Iteration 58Q: 3 clusters Score -3279680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -3279682.250000 Penalty: 5200.146484
	Iteration 59Q: 3 clusters Score -3279682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -3279691.000000 Penalty: 5200.146484
	Iteration 60F: 3 clusters Score -3279691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3279699.750000 Penalty: 5200.146484
	Iteration 61Q: 3 clusters Score -3279700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -3279700.250000 Penalty: 5200.146484
	Iteration 62Q: 3 clusters Score -3279700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -3279704.500000 Penalty: 5200.146484
	Iteration 63Q: 3 clusters Score -3279704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -3279711.250000 Penalty: 5200.146484
	Iteration 64Q: 3 clusters Score -3279711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3279721.750000 Penalty: 5200.146484
	Iteration 65Q: 3 clusters Score -3279722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -3279722.500000 Penalty: 5200.146484
	Iteration 66Q: 3 clusters Score -3279722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3279729.000000 Penalty: 5200.146484
	Iteration 67Q: 3 clusters Score -3279729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -3279732.250000 Penalty: 5200.146484
	Iteration 68Q: 3 clusters Score -3279732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3279731.750000 Penalty: 5200.146484
	Iteration 69Q: 3 clusters Score -3279732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -3279738.750000 Penalty: 5200.146484
	Iteration 70Q: 3 clusters Score -3279739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -3279744.000000 Penalty: 5200.146484
	Iteration 71Q: 3 clusters Score -3279744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -3279744.000000 Penalty: 5200.146484
	Iteration 72Q: 3 clusters Score -3279744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -3279744.000000 Penalty: 5200.146484
	Iteration 73Q: 3 clusters Score -3279744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -3279745.250000 Penalty: 5200.146484
	Iteration 74Q: 3 clusters Score -3279745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -3279746.750000 Penalty: 5200.146484
	Iteration 75Q: 3 clusters Score -3279747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3279747.000000 Penalty: 5200.146484
	Iteration 76Q: 3 clusters Score -3279747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3279747.000000 Penalty: 5200.146484
	Iteration 77F: 3 clusters Score -3279747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -347534.343750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -347534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -344002.062500 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -344002.1 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -344718.531250 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -344718.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -344870.437500 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -344870.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -344978.375000 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -344978.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -345045.375000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -345045.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -345095.343750 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -345095.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -345133.125000 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -345133.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -345167.750000 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -345167.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -345199.750000 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -345199.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -345234.187500 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -345234.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -345275.687500 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -345275.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -345315.843750 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -345315.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -345357.000000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -345357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -345393.656250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -345393.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -345420.062500 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -345420.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -345440.968750 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -345441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -345467.437500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -345467.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -345501.562500 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -345501.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -345529.031250 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -345529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -345556.218750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -345556.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -345593.250000 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -345593.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -345620.875000 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -345620.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -345645.843750 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -345645.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -345666.093750 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -345666.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -345679.750000 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -345679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -345689.031250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -345689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -345696.343750 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -345696.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -345711.875000 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -345711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -345721.406250 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -345721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -345729.468750 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -345729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -345733.187500 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -345733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -345738.875000 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -345738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -345742.281250 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -345742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -345747.406250 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -345747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -345750.750000 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -345750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -345755.750000 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -345755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -345761.281250 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -345761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -345766.562500 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -345766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -345769.562500 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -345769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -345773.000000 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -345773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -345774.468750 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -345774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -345774.750000 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -345774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -345775.906250 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -345775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -345777.625000 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -345777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -345778.031250 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -345778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -345779.750000 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -345779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -345782.468750 Penalty: 4042.202637
	Iteration 46Q: 3 clusters Score -345782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -345786.250000 Penalty: 4042.202637
	Iteration 47Q: 3 clusters Score -345786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -345791.718750 Penalty: 4042.202637
	Iteration 48Q: 3 clusters Score -345791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -345796.250000 Penalty: 4042.202637
	Iteration 49Q: 3 clusters Score -345796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -345799.187500 Penalty: 4042.202637
	Iteration 50Q: 3 clusters Score -345799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -345802.968750 Penalty: 4042.202637
	Iteration 51Q: 3 clusters Score -345803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -345807.562500 Penalty: 4042.202637
	Iteration 52Q: 3 clusters Score -345807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -345811.687500 Penalty: 4042.202637
	Iteration 53Q: 3 clusters Score -345811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -345816.406250 Penalty: 4042.202637
	Iteration 54Q: 3 clusters Score -345816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -345818.968750 Penalty: 4042.202637
	Iteration 55Q: 3 clusters Score -345819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -345820.906250 Penalty: 4042.202637
	Iteration 56Q: 3 clusters Score -345820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -345821.781250 Penalty: 4042.202637
	Iteration 57Q: 3 clusters Score -345821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -345823.593750 Penalty: 4042.202637
	Iteration 58Q: 3 clusters Score -345823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -345823.593750 Penalty: 4042.202637
	Iteration 59F: 3 clusters Score -345823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -231399.015625 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -231399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -228529.109375 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -228529.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -229055.156250 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -229055.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229189.312500 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -229189.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229285.093750 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -229285.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -229348.250000 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -229348.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -229396.796875 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -229396.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -229446.562500 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -229446.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -229485.171875 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -229485.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -229525.531250 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -229525.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -229568.531250 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -229568.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -229617.406250 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -229617.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -229672.562500 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -229672.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -229735.593750 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -229735.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -229793.421875 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -229793.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -229848.406250 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -229848.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -229883.906250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -229883.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -229911.453125 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -229911.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -229937.093750 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -229937.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -229957.593750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -229957.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -229965.500000 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -229965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -229971.062500 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -229971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -229974.640625 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -229974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -229978.265625 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -229978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -229981.546875 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -229981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -229983.718750 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -229983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -229984.375000 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -229984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -229985.312500 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -229985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -229985.312500 Penalty: 3852.562988
	Iteration 27F: 3 clusters Score -229985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -714159.437500 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -714159.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -708250.937500 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -708250.9 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -709945.000000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -709945 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -710272.187500 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -710272.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -710520.187500 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -710520.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -710703.625000 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -710703.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -710860.812500 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -710860.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -710985.187500 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -710985.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -711107.937500 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -711107.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -711236.687500 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -711236.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -711389.250000 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -711389.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -711565.625000 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -711565.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -711732.312500 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -711732.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -711893.062500 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -711893.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -712057.875000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -712057.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -712195.250000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -712195.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -712324.500000 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -712324.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -712437.937500 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -712437.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -712547.875000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -712547.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -712640.687500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -712640.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -712702.562500 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -712702.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -712750.312500 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -712750.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -712781.937500 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -712781.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -712799.750000 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -712799.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -712816.062500 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -712816.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -712833.750000 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -712833.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -712852.750000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -712852.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -712870.562500 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -712870.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -712891.250000 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -712891.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -712905.875000 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -712905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -712922.000000 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -712922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -712929.000000 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -712929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -712941.625000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -712941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -712948.562500 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -712948.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -712962.000000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -712962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -712976.250000 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -712976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -712998.000000 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -712998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -713030.000000 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -713030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -713066.687500 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -713066.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -713095.312500 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -713095.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -713111.875000 Penalty: 4406.972656
	Iteration 39Q: 3 clusters Score -713111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -713117.687500 Penalty: 4406.972656
	Iteration 40F: 3 clusters Score -713117.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -713123.500000 Penalty: 4406.972656
	Iteration 41Q: 3 clusters Score -713123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -713129.875000 Penalty: 4406.972656
	Iteration 42Q: 3 clusters Score -713129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -713133.750000 Penalty: 4406.972656
	Iteration 43Q: 3 clusters Score -713133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -713134.312500 Penalty: 4406.972656
	Iteration 44Q: 3 clusters Score -713134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -713135.000000 Penalty: 4406.972656
	Iteration 45Q: 3 clusters Score -713135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -713135.312500 Penalty: 4406.972656
	Iteration 46Q: 3 clusters Score -713135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -713136.562500 Penalty: 4406.972656
	Iteration 47Q: 3 clusters Score -713136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -713136.562500 Penalty: 4406.972656
	Iteration 48F: 3 clusters Score -713136.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -280558.093750 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -280558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -277335.593750 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -277335.6 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -277988.656250 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -277988.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -278175.062500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -278175.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -278294.031250 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -278294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -278410.093750 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -278410.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -278503.375000 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -278503.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -278606.406250 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -278606.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -278714.343750 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -278714.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -278832.906250 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -278832.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -278921.406250 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -278921.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -279007.750000 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -279007.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -279076.906250 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -279076.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -279136.843750 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -279136.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -279181.093750 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -279181.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -279206.500000 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -279206.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -279219.500000 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -279219.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -279231.250000 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -279231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -279237.937500 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -279237.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -279246.718750 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -279246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -279252.218750 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -279252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -279259.937500 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -279259.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -279265.125000 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -279265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -279266.375000 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -279266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -279267.375000 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -279267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -279267.937500 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -279267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -279268.812500 Penalty: 3968.173096
	Iteration 25Q: 3 clusters Score -279268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -279270.000000 Penalty: 3968.173096
	Iteration 26Q: 3 clusters Score -279270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -279270.218750 Penalty: 3968.173096
	Iteration 27Q: 3 clusters Score -279270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -279270.968750 Penalty: 3968.173096
	Iteration 28Q: 3 clusters Score -279271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -279270.968750 Penalty: 3968.173096
	Iteration 29F: 3 clusters Score -279271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -712614.437500 Penalty: 2198.352051
	Iteration 0F: 2 clusters Score -712614.4 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 3517 members 
Entering Unmasked Estep 
Score: -706839.187500 Penalty: 4396.704102
	Iteration 0F: 3 clusters Score -706839.2 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -708522.000000 Penalty: 4396.704102
	Iteration 1F: 3 clusters Score -708522 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -709005.500000 Penalty: 4396.704102
	Iteration 2F: 3 clusters Score -709005.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -709392.000000 Penalty: 4396.704102
	Iteration 3F: 3 clusters Score -709392 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -709714.062500 Penalty: 4396.704102
	Iteration 4F: 3 clusters Score -709714.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -710031.312500 Penalty: 4396.704102
	Iteration 5F: 3 clusters Score -710031.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -710341.000000 Penalty: 4396.704102
	Iteration 6F: 3 clusters Score -710341 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -710643.375000 Penalty: 4396.704102
	Iteration 7Q: 3 clusters Score -710643.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -710942.125000 Penalty: 4396.704102
	Iteration 8F: 3 clusters Score -710942.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -711187.125000 Penalty: 4396.704102
	Iteration 9Q: 3 clusters Score -711187.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -711375.375000 Penalty: 4396.704102
	Iteration 10Q: 3 clusters Score -711375.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -711476.562500 Penalty: 4396.704102
	Iteration 11Q: 3 clusters Score -711476.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -711550.500000 Penalty: 4396.704102
	Iteration 12Q: 3 clusters Score -711550.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -711590.937500 Penalty: 4396.704102
	Iteration 13Q: 3 clusters Score -711590.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -711628.687500 Penalty: 4396.704102
	Iteration 14Q: 3 clusters Score -711628.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -711657.812500 Penalty: 4396.704102
	Iteration 15Q: 3 clusters Score -711657.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -711682.687500 Penalty: 4396.704102
	Iteration 16Q: 3 clusters Score -711682.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -711696.750000 Penalty: 4396.704102
	Iteration 17Q: 3 clusters Score -711696.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -711709.562500 Penalty: 4396.704102
	Iteration 18Q: 3 clusters Score -711709.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -711722.437500 Penalty: 4396.704102
	Iteration 19Q: 3 clusters Score -711722.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -711732.500000 Penalty: 4396.704102
	Iteration 20F: 3 clusters Score -711732.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -711740.125000 Penalty: 4396.704102
	Iteration 21Q: 3 clusters Score -711740.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -711749.750000 Penalty: 4396.704102
	Iteration 22Q: 3 clusters Score -711749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -711756.937500 Penalty: 4396.704102
	Iteration 23Q: 3 clusters Score -711756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -711759.500000 Penalty: 4396.704102
	Iteration 24Q: 3 clusters Score -711759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -711759.562500 Penalty: 4396.704102
	Iteration 25Q: 3 clusters Score -711759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -711759.812500 Penalty: 4396.704102
	Iteration 26Q: 3 clusters Score -711759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -711760.812500 Penalty: 4396.704102
	Iteration 27Q: 3 clusters Score -711760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -711760.375000 Penalty: 4396.704102
	Iteration 28Q: 3 clusters Score -711760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -711763.687500 Penalty: 4396.704102
	Iteration 29Q: 3 clusters Score -711763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -711766.125000 Penalty: 4396.704102
	Iteration 30Q: 3 clusters Score -711766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -711766.875000 Penalty: 4396.704102
	Iteration 31Q: 3 clusters Score -711766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -711770.250000 Penalty: 4396.704102
	Iteration 32Q: 3 clusters Score -711770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -711772.625000 Penalty: 4396.704102
	Iteration 33Q: 3 clusters Score -711772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -711774.812500 Penalty: 4396.704102
	Iteration 34Q: 3 clusters Score -711774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -711774.937500 Penalty: 4396.704102
	Iteration 35Q: 3 clusters Score -711774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -711779.062500 Penalty: 4396.704102
	Iteration 36Q: 3 clusters Score -711779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -711780.437500 Penalty: 4396.704102
	Iteration 37Q: 3 clusters Score -711780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -711782.125000 Penalty: 4396.704102
	Iteration 38Q: 3 clusters Score -711782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -711783.437500 Penalty: 4396.704102
	Iteration 39Q: 3 clusters Score -711783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -711784.562500 Penalty: 4396.704102
	Iteration 40F: 3 clusters Score -711784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -711786.187500 Penalty: 4396.704102
	Iteration 41Q: 3 clusters Score -711786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -711785.812500 Penalty: 4396.704102
	Iteration 42Q: 3 clusters Score -711785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -711785.812500 Penalty: 4396.704102
	Iteration 43F: 3 clusters Score -711785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -46500.488281 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -46500.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44971.468750 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -44971.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45120.921875 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -45120.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45188.398438 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -45188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45219.027344 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -45219.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45227.941406 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -45227.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45233.277344 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -45233.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45233.277344 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -45233.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (20501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Entering Unmasked Estep 
Score: -1897681.000000 Penalty: 2462.200928
	Iteration 0F: 2 clusters Score -1897681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1883294.125000 Penalty: 4924.401855
	Iteration 0F: 3 clusters Score -1883294 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1888170.625000 Penalty: 4924.401855
	Iteration 1F: 3 clusters Score -1888171 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1888689.625000 Penalty: 4924.401855
	Iteration 2F: 3 clusters Score -1888690 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1889230.750000 Penalty: 4924.401855
	Iteration 3F: 3 clusters Score -1889231 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1889814.250000 Penalty: 4924.401855
	Iteration 4F: 3 clusters Score -1889814 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1890482.250000 Penalty: 4924.401855
	Iteration 5F: 3 clusters Score -1890482 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1891209.375000 Penalty: 4924.401855
	Iteration 6F: 3 clusters Score -1891209 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1891926.500000 Penalty: 4924.401855
	Iteration 7F: 3 clusters Score -1891926 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1892581.500000 Penalty: 4924.401855
	Iteration 8F: 3 clusters Score -1892582 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1893163.875000 Penalty: 4924.401855
	Iteration 9Q: 3 clusters Score -1893164 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1893711.000000 Penalty: 4924.401855
	Iteration 10Q: 3 clusters Score -1893711 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1894168.375000 Penalty: 4924.401855
	Iteration 11Q: 3 clusters Score -1894168 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1894505.125000 Penalty: 4924.401855
	Iteration 12Q: 3 clusters Score -1894505 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1894724.625000 Penalty: 4924.401855
	Iteration 13Q: 3 clusters Score -1894725 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1894864.375000 Penalty: 4924.401855
	Iteration 14Q: 3 clusters Score -1894864 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1894964.750000 Penalty: 4924.401855
	Iteration 15Q: 3 clusters Score -1894965 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1895066.250000 Penalty: 4924.401855
	Iteration 16Q: 3 clusters Score -1895066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1895134.500000 Penalty: 4924.401855
	Iteration 17Q: 3 clusters Score -1895134 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1895203.500000 Penalty: 4924.401855
	Iteration 18Q: 3 clusters Score -1895204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1895265.000000 Penalty: 4924.401855
	Iteration 19Q: 3 clusters Score -1895265 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1895334.375000 Penalty: 4924.401855
	Iteration 20F: 3 clusters Score -1895334 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1895397.375000 Penalty: 4924.401855
	Iteration 21Q: 3 clusters Score -1895397 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1895455.750000 Penalty: 4924.401855
	Iteration 22Q: 3 clusters Score -1895456 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1895516.000000 Penalty: 4924.401855
	Iteration 23Q: 3 clusters Score -1895516 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1895581.500000 Penalty: 4924.401855
	Iteration 24Q: 3 clusters Score -1895582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1895633.375000 Penalty: 4924.401855
	Iteration 25Q: 3 clusters Score -1895633 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1895697.500000 Penalty: 4924.401855
	Iteration 26Q: 3 clusters Score -1895698 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1895754.000000 Penalty: 4924.401855
	Iteration 27Q: 3 clusters Score -1895754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1895796.875000 Penalty: 4924.401855
	Iteration 28Q: 3 clusters Score -1895797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1895833.250000 Penalty: 4924.401855
	Iteration 29Q: 3 clusters Score -1895833 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1895874.125000 Penalty: 4924.401855
	Iteration 30Q: 3 clusters Score -1895874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1895915.375000 Penalty: 4924.401855
	Iteration 31Q: 3 clusters Score -1895915 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1895953.375000 Penalty: 4924.401855
	Iteration 32Q: 3 clusters Score -1895953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1895992.375000 Penalty: 4924.401855
	Iteration 33Q: 3 clusters Score -1895992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1896028.875000 Penalty: 4924.401855
	Iteration 34Q: 3 clusters Score -1896029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1896066.500000 Penalty: 4924.401855
	Iteration 35Q: 3 clusters Score -1896066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1896097.125000 Penalty: 4924.401855
	Iteration 36Q: 3 clusters Score -1896097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1896119.125000 Penalty: 4924.401855
	Iteration 37Q: 3 clusters Score -1896119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1896139.000000 Penalty: 4924.401855
	Iteration 38Q: 3 clusters Score -1896139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1896156.000000 Penalty: 4924.401855
	Iteration 39Q: 3 clusters Score -1896156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1896169.500000 Penalty: 4924.401855
	Iteration 40F: 3 clusters Score -1896170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1896183.500000 Penalty: 4924.401855
	Iteration 41Q: 3 clusters Score -1896184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1896192.750000 Penalty: 4924.401855
	Iteration 42Q: 3 clusters Score -1896193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1896204.125000 Penalty: 4924.401855
	Iteration 43Q: 3 clusters Score -1896204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1896210.875000 Penalty: 4924.401855
	Iteration 44Q: 3 clusters Score -1896211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1896218.125000 Penalty: 4924.401855
	Iteration 45Q: 3 clusters Score -1896218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1896220.625000 Penalty: 4924.401855
	Iteration 46Q: 3 clusters Score -1896221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1896219.625000 Penalty: 4924.401855
	Iteration 47Q: 3 clusters Score -1896220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1896222.375000 Penalty: 4924.401855
	Iteration 48Q: 3 clusters Score -1896222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1896224.875000 Penalty: 4924.401855
	Iteration 49Q: 3 clusters Score -1896225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1896225.625000 Penalty: 4924.401855
	Iteration 50Q: 3 clusters Score -1896226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1896222.125000 Penalty: 4924.401855
	Iteration 51Q: 3 clusters Score -1896222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1896228.375000 Penalty: 4924.401855
	Iteration 52Q: 3 clusters Score -1896228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1896225.750000 Penalty: 4924.401855
	Iteration 53Q: 3 clusters Score -1896226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1896233.375000 Penalty: 4924.401855
	Iteration 54Q: 3 clusters Score -1896233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1896237.875000 Penalty: 4924.401855
	Iteration 55Q: 3 clusters Score -1896238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1896240.000000 Penalty: 4924.401855
	Iteration 56Q: 3 clusters Score -1896240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1896236.125000 Penalty: 4924.401855
	Iteration 57Q: 3 clusters Score -1896236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1896237.625000 Penalty: 4924.401855
	Iteration 58Q: 3 clusters Score -1896238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1896240.250000 Penalty: 4924.401855
	Iteration 59Q: 3 clusters Score -1896240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1896238.250000 Penalty: 4924.401855
	Iteration 60F: 3 clusters Score -1896238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1896244.625000 Penalty: 4924.401855
	Iteration 61Q: 3 clusters Score -1896245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1896247.750000 Penalty: 4924.401855
	Iteration 62Q: 3 clusters Score -1896248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1896249.000000 Penalty: 4924.401855
	Iteration 63Q: 3 clusters Score -1896249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1896247.375000 Penalty: 4924.401855
	Iteration 64Q: 3 clusters Score -1896247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1896247.375000 Penalty: 4924.401855
	Iteration 65F: 3 clusters Score -1896247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -305123.218750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -305123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -301667.500000 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -301667.5 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -302408.187500 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -302408.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -302607.375000 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -302607.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -302742.031250 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -302742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -302828.781250 Penalty: 4018.582764
	Iteration 4Q: 3 clusters Score -302828.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -302877.312500 Penalty: 4018.582764
	Iteration 5Q: 3 clusters Score -302877.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -302915.281250 Penalty: 4018.582764
	Iteration 6Q: 3 clusters Score -302915.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -302942.156250 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -302942.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -302962.687500 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -302962.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -302989.062500 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -302989.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -303013.093750 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -303013.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -303038.250000 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -303038.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -303058.218750 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -303058.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303073.875000 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -303073.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -303084.968750 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -303085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -303093.437500 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -303093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -303098.718750 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -303098.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303104.125000 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -303104.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -303111.375000 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -303111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -303115.718750 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -303115.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -303122.468750 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -303122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -303132.437500 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -303132.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -303145.437500 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -303145.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -303164.875000 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -303164.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -303179.000000 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -303179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -303189.000000 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -303189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -303199.625000 Penalty: 4018.582764
	Iteration 26Q: 3 clusters Score -303199.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -303213.218750 Penalty: 4018.582764
	Iteration 27Q: 3 clusters Score -303213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -303226.500000 Penalty: 4018.582764
	Iteration 28Q: 3 clusters Score -303226.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303233.531250 Penalty: 4018.582764
	Iteration 29Q: 3 clusters Score -303233.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -303237.437500 Penalty: 4018.582764
	Iteration 30Q: 3 clusters Score -303237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -303239.500000 Penalty: 4018.582764
	Iteration 31Q: 3 clusters Score -303239.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -303245.437500 Penalty: 4018.582764
	Iteration 32Q: 3 clusters Score -303245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -303251.468750 Penalty: 4018.582764
	Iteration 33Q: 3 clusters Score -303251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -303259.031250 Penalty: 4018.582764
	Iteration 34Q: 3 clusters Score -303259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -303266.187500 Penalty: 4018.582764
	Iteration 35Q: 3 clusters Score -303266.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303281.406250 Penalty: 4018.582764
	Iteration 36Q: 3 clusters Score -303281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303295.125000 Penalty: 4018.582764
	Iteration 37Q: 3 clusters Score -303295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -303312.312500 Penalty: 4018.582764
	Iteration 38Q: 3 clusters Score -303312.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -303326.343750 Penalty: 4018.582764
	Iteration 39Q: 3 clusters Score -303326.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -303341.343750 Penalty: 4018.582764
	Iteration 40F: 3 clusters Score -303341.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -303351.125000 Penalty: 4018.582764
	Iteration 41Q: 3 clusters Score -303351.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -303360.031250 Penalty: 4018.582764
	Iteration 42Q: 3 clusters Score -303360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -303368.906250 Penalty: 4018.582764
	Iteration 43Q: 3 clusters Score -303368.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -303379.437500 Penalty: 4018.582764
	Iteration 44Q: 3 clusters Score -303379.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303391.250000 Penalty: 4018.582764
	Iteration 45Q: 3 clusters Score -303391.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -303402.781250 Penalty: 4018.582764
	Iteration 46Q: 3 clusters Score -303402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -303413.593750 Penalty: 4018.582764
	Iteration 47Q: 3 clusters Score -303413.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303427.750000 Penalty: 4018.582764
	Iteration 48Q: 3 clusters Score -303427.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -303436.468750 Penalty: 4018.582764
	Iteration 49Q: 3 clusters Score -303436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -303442.437500 Penalty: 4018.582764
	Iteration 50Q: 3 clusters Score -303442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303447.937500 Penalty: 4018.582764
	Iteration 51Q: 3 clusters Score -303447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -303452.843750 Penalty: 4018.582764
	Iteration 52Q: 3 clusters Score -303452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -303455.875000 Penalty: 4018.582764
	Iteration 53Q: 3 clusters Score -303455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303460.218750 Penalty: 4018.582764
	Iteration 54Q: 3 clusters Score -303460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303462.406250 Penalty: 4018.582764
	Iteration 55Q: 3 clusters Score -303462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -303469.875000 Penalty: 4018.582764
	Iteration 56Q: 3 clusters Score -303469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303477.343750 Penalty: 4018.582764
	Iteration 57Q: 3 clusters Score -303477.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -303486.062500 Penalty: 4018.582764
	Iteration 58Q: 3 clusters Score -303486.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -303495.687500 Penalty: 4018.582764
	Iteration 59Q: 3 clusters Score -303495.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -303502.843750 Penalty: 4018.582764
	Iteration 60F: 3 clusters Score -303502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -303510.218750 Penalty: 4018.582764
	Iteration 61Q: 3 clusters Score -303510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -303515.312500 Penalty: 4018.582764
	Iteration 62Q: 3 clusters Score -303515.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -303524.218750 Penalty: 4018.582764
	Iteration 63Q: 3 clusters Score -303524.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303531.093750 Penalty: 4018.582764
	Iteration 64Q: 3 clusters Score -303531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -303537.375000 Penalty: 4018.582764
	Iteration 65Q: 3 clusters Score -303537.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -303544.875000 Penalty: 4018.582764
	Iteration 66Q: 3 clusters Score -303544.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -303551.937500 Penalty: 4018.582764
	Iteration 67Q: 3 clusters Score -303551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -303555.906250 Penalty: 4018.582764
	Iteration 68Q: 3 clusters Score -303555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -303558.312500 Penalty: 4018.582764
	Iteration 69Q: 3 clusters Score -303558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -303559.843750 Penalty: 4018.582764
	Iteration 70Q: 3 clusters Score -303559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -303561.062500 Penalty: 4018.582764
	Iteration 71Q: 3 clusters Score -303561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -303562.906250 Penalty: 4018.582764
	Iteration 72Q: 3 clusters Score -303562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -303563.750000 Penalty: 4018.582764
	Iteration 73Q: 3 clusters Score -303563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -303566.531250 Penalty: 4018.582764
	Iteration 74Q: 3 clusters Score -303566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -303568.687500 Penalty: 4018.582764
	Iteration 75Q: 3 clusters Score -303568.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -303572.375000 Penalty: 4018.582764
	Iteration 76Q: 3 clusters Score -303572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -303574.531250 Penalty: 4018.582764
	Iteration 77Q: 3 clusters Score -303574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -303576.312500 Penalty: 4018.582764
	Iteration 78Q: 3 clusters Score -303576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -303577.687500 Penalty: 4018.582764
	Iteration 79Q: 3 clusters Score -303577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -303578.500000 Penalty: 4018.582764
	Iteration 80F: 3 clusters Score -303578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -303580.531250 Penalty: 4018.582764
	Iteration 81Q: 3 clusters Score -303580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -303581.562500 Penalty: 4018.582764
	Iteration 82Q: 3 clusters Score -303581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -303583.406250 Penalty: 4018.582764
	Iteration 83Q: 3 clusters Score -303583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -303585.093750 Penalty: 4018.582764
	Iteration 84Q: 3 clusters Score -303585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -303586.375000 Penalty: 4018.582764
	Iteration 85Q: 3 clusters Score -303586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -303588.593750 Penalty: 4018.582764
	Iteration 86Q: 3 clusters Score -303588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -303592.031250 Penalty: 4018.582764
	Iteration 87Q: 3 clusters Score -303592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303593.968750 Penalty: 4018.582764
	Iteration 88Q: 3 clusters Score -303594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -303598.156250 Penalty: 4018.582764
	Iteration 89Q: 3 clusters Score -303598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -303603.031250 Penalty: 4018.582764
	Iteration 90Q: 3 clusters Score -303603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -303606.531250 Penalty: 4018.582764
	Iteration 91Q: 3 clusters Score -303606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -303607.250000 Penalty: 4018.582764
	Iteration 92Q: 3 clusters Score -303607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -303608.343750 Penalty: 4018.582764
	Iteration 93Q: 3 clusters Score -303608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -303609.781250 Penalty: 4018.582764
	Iteration 94Q: 3 clusters Score -303609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -303609.656250 Penalty: 4018.582764
	Iteration 95Q: 3 clusters Score -303609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -303610.718750 Penalty: 4018.582764
	Iteration 96Q: 3 clusters Score -303610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -303610.718750 Penalty: 4018.582764
	Iteration 97F: 3 clusters Score -303610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -28187.935547 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -28187.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26821.642578 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -26821.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26934.777344 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -26934.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26979.363281 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -26979.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26996.525391 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -26996.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26999.261719 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -26999.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27004.789062 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -27004.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27016.029297 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -27016.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27025.349609 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -27025.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27028.128906 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -27028.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27028.128906 Penalty: 2935.771240
	Iteration 9F: 3 clusters Score -27028.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (54804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Entering Unmasked Estep 
Score: -5083374.000000 Penalty: 2706.056396
	Iteration 0F: 2 clusters Score -5083374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -5046546.000000 Penalty: 5412.112793
	Iteration 0F: 3 clusters Score -5046546 nChanged 25397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -5061008.000000 Penalty: 5412.112793
	Iteration 1F: 3 clusters Score -5061008 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5061812.000000 Penalty: 5412.112793
	Iteration 2Q: 3 clusters Score -5061812 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5062550.000000 Penalty: 5412.112793
	Iteration 3Q: 3 clusters Score -5062550 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -5063386.500000 Penalty: 5412.112793
	Iteration 4Q: 3 clusters Score -5063386 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -5064332.500000 Penalty: 5412.112793
	Iteration 5Q: 3 clusters Score -5064332 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5065467.500000 Penalty: 5412.112793
	Iteration 6Q: 3 clusters Score -5065468 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5066863.500000 Penalty: 5412.112793
	Iteration 7Q: 3 clusters Score -5066864 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5068618.000000 Penalty: 5412.112793
	Iteration 8F: 3 clusters Score -5068618 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5070591.500000 Penalty: 5412.112793
	Iteration 9F: 3 clusters Score -5070592 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5072696.000000 Penalty: 5412.112793
	Iteration 10F: 3 clusters Score -5072696 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -5074634.500000 Penalty: 5412.112793
	Iteration 11Q: 3 clusters Score -5074634 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5076084.500000 Penalty: 5412.112793
	Iteration 12Q: 3 clusters Score -5076084 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -5077229.500000 Penalty: 5412.112793
	Iteration 13Q: 3 clusters Score -5077230 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5078142.000000 Penalty: 5412.112793
	Iteration 14Q: 3 clusters Score -5078142 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5078915.500000 Penalty: 5412.112793
	Iteration 15Q: 3 clusters Score -5078916 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5079547.500000 Penalty: 5412.112793
	Iteration 16Q: 3 clusters Score -5079548 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5080004.000000 Penalty: 5412.112793
	Iteration 17Q: 3 clusters Score -5080004 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5080344.500000 Penalty: 5412.112793
	Iteration 18Q: 3 clusters Score -5080344 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5080568.000000 Penalty: 5412.112793
	Iteration 19Q: 3 clusters Score -5080568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5080701.500000 Penalty: 5412.112793
	Iteration 20F: 3 clusters Score -5080702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5080849.500000 Penalty: 5412.112793
	Iteration 21Q: 3 clusters Score -5080850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5080945.500000 Penalty: 5412.112793
	Iteration 22Q: 3 clusters Score -5080946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5080987.000000 Penalty: 5412.112793
	Iteration 23Q: 3 clusters Score -5080987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5081013.500000 Penalty: 5412.112793
	Iteration 24Q: 3 clusters Score -5081014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5081036.000000 Penalty: 5412.112793
	Iteration 25Q: 3 clusters Score -5081036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5081055.500000 Penalty: 5412.112793
	Iteration 26Q: 3 clusters Score -5081056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5081076.000000 Penalty: 5412.112793
	Iteration 27Q: 3 clusters Score -5081076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5081083.500000 Penalty: 5412.112793
	Iteration 28Q: 3 clusters Score -5081084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5081095.000000 Penalty: 5412.112793
	Iteration 29Q: 3 clusters Score -5081095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5081097.500000 Penalty: 5412.112793
	Iteration 30Q: 3 clusters Score -5081098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5081106.000000 Penalty: 5412.112793
	Iteration 31Q: 3 clusters Score -5081106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5081116.500000 Penalty: 5412.112793
	Iteration 32Q: 3 clusters Score -5081116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5081124.500000 Penalty: 5412.112793
	Iteration 33Q: 3 clusters Score -5081124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5081136.000000 Penalty: 5412.112793
	Iteration 34Q: 3 clusters Score -5081136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5081134.000000 Penalty: 5412.112793
	Iteration 35Q: 3 clusters Score -5081134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5081146.000000 Penalty: 5412.112793
	Iteration 36Q: 3 clusters Score -5081146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5081145.000000 Penalty: 5412.112793
	Iteration 37Q: 3 clusters Score -5081145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5081161.000000 Penalty: 5412.112793
	Iteration 38Q: 3 clusters Score -5081161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5081172.500000 Penalty: 5412.112793
	Iteration 39Q: 3 clusters Score -5081172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5081174.000000 Penalty: 5412.112793
	Iteration 40F: 3 clusters Score -5081174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5081172.500000 Penalty: 5412.112793
	Iteration 41Q: 3 clusters Score -5081172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5081172.500000 Penalty: 5412.112793
	Iteration 42F: 3 clusters Score -5081172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -1714380.250000 Penalty: 2413.503418
	Iteration 0F: 2 clusters Score -1714380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1702315.750000 Penalty: 4827.006836
	Iteration 0F: 3 clusters Score -1702316 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1706370.625000 Penalty: 4827.006836
	Iteration 1F: 3 clusters Score -1706371 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1706857.375000 Penalty: 4827.006836
	Iteration 2F: 3 clusters Score -1706857 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1707348.000000 Penalty: 4827.006836
	Iteration 3F: 3 clusters Score -1707348 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1707910.125000 Penalty: 4827.006836
	Iteration 4F: 3 clusters Score -1707910 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1708430.875000 Penalty: 4827.006836
	Iteration 5F: 3 clusters Score -1708431 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1708938.500000 Penalty: 4827.006836
	Iteration 6F: 3 clusters Score -1708938 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1709383.875000 Penalty: 4827.006836
	Iteration 7F: 3 clusters Score -1709384 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1709762.375000 Penalty: 4827.006836
	Iteration 8Q: 3 clusters Score -1709762 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1710038.875000 Penalty: 4827.006836
	Iteration 9Q: 3 clusters Score -1710039 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1710231.750000 Penalty: 4827.006836
	Iteration 10Q: 3 clusters Score -1710232 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1710378.750000 Penalty: 4827.006836
	Iteration 11Q: 3 clusters Score -1710379 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1710491.750000 Penalty: 4827.006836
	Iteration 12Q: 3 clusters Score -1710492 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1710592.625000 Penalty: 4827.006836
	Iteration 13Q: 3 clusters Score -1710593 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1710681.375000 Penalty: 4827.006836
	Iteration 14Q: 3 clusters Score -1710681 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1710769.875000 Penalty: 4827.006836
	Iteration 15Q: 3 clusters Score -1710770 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1710866.750000 Penalty: 4827.006836
	Iteration 16Q: 3 clusters Score -1710867 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1710997.750000 Penalty: 4827.006836
	Iteration 17Q: 3 clusters Score -1710998 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1711150.375000 Penalty: 4827.006836
	Iteration 18Q: 3 clusters Score -1711150 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1711292.750000 Penalty: 4827.006836
	Iteration 19Q: 3 clusters Score -1711293 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1711453.375000 Penalty: 4827.006836
	Iteration 20F: 3 clusters Score -1711453 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1711622.125000 Penalty: 4827.006836
	Iteration 21Q: 3 clusters Score -1711622 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1711820.000000 Penalty: 4827.006836
	Iteration 22Q: 3 clusters Score -1711820 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1711985.875000 Penalty: 4827.006836
	Iteration 23Q: 3 clusters Score -1711986 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1712119.375000 Penalty: 4827.006836
	Iteration 24Q: 3 clusters Score -1712119 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1712221.375000 Penalty: 4827.006836
	Iteration 25Q: 3 clusters Score -1712221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1712293.875000 Penalty: 4827.006836
	Iteration 26Q: 3 clusters Score -1712294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1712372.875000 Penalty: 4827.006836
	Iteration 27Q: 3 clusters Score -1712373 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1712435.750000 Penalty: 4827.006836
	Iteration 28Q: 3 clusters Score -1712436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1712504.750000 Penalty: 4827.006836
	Iteration 29Q: 3 clusters Score -1712505 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1712565.625000 Penalty: 4827.006836
	Iteration 30Q: 3 clusters Score -1712566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1712617.750000 Penalty: 4827.006836
	Iteration 31Q: 3 clusters Score -1712618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1712669.500000 Penalty: 4827.006836
	Iteration 32Q: 3 clusters Score -1712670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1712714.250000 Penalty: 4827.006836
	Iteration 33Q: 3 clusters Score -1712714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1712751.250000 Penalty: 4827.006836
	Iteration 34Q: 3 clusters Score -1712751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1712786.625000 Penalty: 4827.006836
	Iteration 35Q: 3 clusters Score -1712787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1712826.750000 Penalty: 4827.006836
	Iteration 36Q: 3 clusters Score -1712827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1712871.125000 Penalty: 4827.006836
	Iteration 37Q: 3 clusters Score -1712871 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1712917.500000 Penalty: 4827.006836
	Iteration 38Q: 3 clusters Score -1712918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1712946.375000 Penalty: 4827.006836
	Iteration 39Q: 3 clusters Score -1712946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1712972.875000 Penalty: 4827.006836
	Iteration 40F: 3 clusters Score -1712973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1713000.875000 Penalty: 4827.006836
	Iteration 41Q: 3 clusters Score -1713001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1713030.000000 Penalty: 4827.006836
	Iteration 42Q: 3 clusters Score -1713030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1713047.875000 Penalty: 4827.006836
	Iteration 43Q: 3 clusters Score -1713048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1713069.125000 Penalty: 4827.006836
	Iteration 44Q: 3 clusters Score -1713069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1713077.500000 Penalty: 4827.006836
	Iteration 45Q: 3 clusters Score -1713078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1713089.250000 Penalty: 4827.006836
	Iteration 46Q: 3 clusters Score -1713089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1713099.875000 Penalty: 4827.006836
	Iteration 47Q: 3 clusters Score -1713100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1713113.000000 Penalty: 4827.006836
	Iteration 48Q: 3 clusters Score -1713113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1713124.875000 Penalty: 4827.006836
	Iteration 49Q: 3 clusters Score -1713125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1713127.875000 Penalty: 4827.006836
	Iteration 50Q: 3 clusters Score -1713128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1713132.125000 Penalty: 4827.006836
	Iteration 51Q: 3 clusters Score -1713132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1713132.125000 Penalty: 4827.006836
	Iteration 52Q: 3 clusters Score -1713132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1713135.500000 Penalty: 4827.006836
	Iteration 53Q: 3 clusters Score -1713136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1713137.000000 Penalty: 4827.006836
	Iteration 54Q: 3 clusters Score -1713137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1713136.375000 Penalty: 4827.006836
	Iteration 55Q: 3 clusters Score -1713136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1713143.375000 Penalty: 4827.006836
	Iteration 56Q: 3 clusters Score -1713143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1713151.875000 Penalty: 4827.006836
	Iteration 57Q: 3 clusters Score -1713152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1713171.125000 Penalty: 4827.006836
	Iteration 58Q: 3 clusters Score -1713171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1713178.875000 Penalty: 4827.006836
	Iteration 59Q: 3 clusters Score -1713179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1713190.000000 Penalty: 4827.006836
	Iteration 60F: 3 clusters Score -1713190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1713204.375000 Penalty: 4827.006836
	Iteration 61Q: 3 clusters Score -1713204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1713208.250000 Penalty: 4827.006836
	Iteration 62Q: 3 clusters Score -1713208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1713211.375000 Penalty: 4827.006836
	Iteration 63Q: 3 clusters Score -1713211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1713212.875000 Penalty: 4827.006836
	Iteration 64Q: 3 clusters Score -1713213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1713221.000000 Penalty: 4827.006836
	Iteration 65Q: 3 clusters Score -1713221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1713222.875000 Penalty: 4827.006836
	Iteration 66Q: 3 clusters Score -1713223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1713227.125000 Penalty: 4827.006836
	Iteration 67Q: 3 clusters Score -1713227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1713229.125000 Penalty: 4827.006836
	Iteration 68Q: 3 clusters Score -1713229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1713234.375000 Penalty: 4827.006836
	Iteration 69Q: 3 clusters Score -1713234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1713234.500000 Penalty: 4827.006836
	Iteration 70Q: 3 clusters Score -1713234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1713237.000000 Penalty: 4827.006836
	Iteration 71Q: 3 clusters Score -1713237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1713234.625000 Penalty: 4827.006836
	Iteration 72Q: 3 clusters Score -1713235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1713234.625000 Penalty: 4827.006836
	Iteration 73F: 3 clusters Score -1713235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -224378.265625 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -224378.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221416.765625 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -221416.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -222218.093750 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -222218.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -222479.625000 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -222479.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -222640.390625 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -222640.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -222736.734375 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -222736.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -222811.906250 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -222811.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -222871.015625 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -222871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -222932.093750 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -222932.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -222976.343750 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -222976.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223030.515625 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -223030.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -223096.734375 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -223096.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -223160.343750 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -223160.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -223208.218750 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -223208.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223240.078125 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -223240.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -223254.640625 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -223254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -223265.468750 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -223265.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -223274.812500 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -223274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -223277.875000 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -223277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -223280.406250 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -223280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -223280.984375 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -223281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -223280.984375 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -223281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7969 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210510 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56694 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7537 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8918 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54804 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220936.000000 Penalty: 219213.828125
Iteration 279Q: 65 clusters Score -9.622094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210508 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56693 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5730 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54817 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220984.000000 Penalty: 219213.828125
Iteration 280F: 65 clusters Score -9.622098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210508 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56696 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7531 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5730 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35745 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54824 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221000.000000 Penalty: 219213.828125
Iteration 281Q: 65 clusters Score -9.6221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210508 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56698 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7529 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5730 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54836 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221016.000000 Penalty: 219213.828125
Iteration 282Q: 65 clusters Score -9.622102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210507 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56699 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7525 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5730 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54843 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221000.000000 Penalty: 219213.828125
Iteration 283Q: 65 clusters Score -9.6221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210507 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56699 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7518 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3958 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5730 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35744 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54855 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221016.000000 Penalty: 219213.828125
Iteration 284Q: 65 clusters Score -9.622102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210505 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56701 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7214 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3957 members 
Mstep: Class 41 contains 9301 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5729 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7075 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54868 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220920.000000 Penalty: 219213.828125
Iteration 285Q: 65 clusters Score -9.622092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210502 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56701 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7212 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24007 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3956 members 
Mstep: Class 41 contains 9301 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5728 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7074 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54880 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220984.000000 Penalty: 219213.828125
Iteration 286Q: 65 clusters Score -9.622098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210501 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7500 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24007 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3955 members 
Mstep: Class 41 contains 9302 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5726 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7072 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54888 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220992.000000 Penalty: 219213.828125
Iteration 287Q: 65 clusters Score -9.622099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210501 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 56703 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7202 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14252 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3839 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3953 members 
Mstep: Class 41 contains 9302 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5723 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7072 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54901 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221032.000000 Penalty: 219213.828125
Iteration 288Q: 65 clusters Score -9.622103e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6834 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210499 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2872 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56703 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7194 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14252 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9303 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5721 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7072 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54920 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221104.000000 Penalty: 219213.828125
Iteration 289Q: 65 clusters Score -9.62211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6834 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210499 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56703 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7467 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14252 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9304 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5718 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35739 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54945 members 
Mstep: Class 63 contains 16849 members 
Mstep: Class 64 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221048.000000 Penalty: 219213.828125
Iteration 290Q: 65 clusters Score -9.622105e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6835 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210499 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56702 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7170 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76182 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9305 members 
Mstep: Class 42 contains 32944 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5715 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3304 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54969 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221056.000000 Penalty: 219213.828125
Iteration 291Q: 65 clusters Score -9.622106e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210491 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7446 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 43043 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34919 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14254 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76181 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5715 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3306 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 54992 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221072.000000 Penalty: 219213.828125
Iteration 292Q: 65 clusters Score -9.622107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210493 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7426 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76181 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5717 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55005 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220968.000000 Penalty: 219213.828125
Iteration 293Q: 65 clusters Score -9.622097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210495 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56705 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7417 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34916 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76181 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5717 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35739 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55005 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220952.000000 Penalty: 219213.828125
Iteration 294Q: 65 clusters Score -9.622095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210490 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56699 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7160 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76180 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5717 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35739 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55013 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221032.000000 Penalty: 219213.828125
Iteration 295Q: 65 clusters Score -9.622103e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210488 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56693 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7160 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7408 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34917 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76180 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3950 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32945 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5718 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5941 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35739 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55018 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220944.000000 Penalty: 219213.828125
Iteration 296Q: 65 clusters Score -9.622094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6866 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210488 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56688 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7404 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76180 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9306 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5718 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5939 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55028 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220928.000000 Penalty: 219213.828125
Iteration 297Q: 65 clusters Score -9.622093e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210488 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56686 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7399 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 76180 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5717 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5938 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55033 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220936.000000 Penalty: 219213.828125
Iteration 298Q: 65 clusters Score -9.622094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6872 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210486 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56685 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7394 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76180 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5715 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5938 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55043 members 
Mstep: Class 63 contains 16847 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220976.000000 Penalty: 219213.828125
Iteration 299Q: 65 clusters Score -9.622098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210482 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7162 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7389 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76179 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5710 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5938 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55055 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221056.000000 Penalty: 219213.828125
Iteration 300F: 65 clusters Score -9.622106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210478 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7165 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7386 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76179 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5705 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5937 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3307 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55062 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221072.000000 Penalty: 219213.828125
Iteration 301Q: 65 clusters Score -9.622107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210475 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7383 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5950 members 
Mstep: Class 33 contains 76179 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5701 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5938 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35742 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7224 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55064 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221128.000000 Penalty: 219213.828125
Iteration 302Q: 65 clusters Score -9.622113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210469 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56683 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7379 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 76179 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32946 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5695 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5937 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35742 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55070 members 
Mstep: Class 63 contains 16844 members 
Mstep: Class 64 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221064.000000 Penalty: 219213.828125
Iteration 303Q: 65 clusters Score -9.622106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210465 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7175 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7374 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 76179 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32947 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5690 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5937 members 
Mstep: Class 49 contains 4070 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35742 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55070 members 
Mstep: Class 63 contains 16844 members 
Mstep: Class 64 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221080.000000 Penalty: 219213.828125
Iteration 304Q: 65 clusters Score -9.622108e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6894 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210459 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56681 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7369 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 34920 members 
Mstep: Class 29 contains 24013 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5953 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32947 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5689 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5937 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55072 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221104.000000 Penalty: 219213.828125
Iteration 305Q: 65 clusters Score -9.62211e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6894 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210457 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56679 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7191 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7361 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24013 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4272 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32949 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5690 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5937 members 
Mstep: Class 49 contains 4068 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55068 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221072.000000 Penalty: 219213.828125
Iteration 306Q: 65 clusters Score -9.622107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210452 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56681 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7352 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4272 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9306 members 
Mstep: Class 42 contains 32949 members 
Mstep: Class 43 contains 1846 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5691 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5937 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55080 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221088.000000 Penalty: 219213.828125
Iteration 307Q: 65 clusters Score -9.622109e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210449 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56683 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34925 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4271 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9306 members 
Mstep: Class 42 contains 32950 members 
Mstep: Class 43 contains 1845 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5691 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5935 members 
Mstep: Class 49 contains 4069 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55091 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221048.000000 Penalty: 219213.828125
Iteration 308Q: 65 clusters Score -9.622105e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210447 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56682 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7191 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7340 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4270 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32953 members 
Mstep: Class 43 contains 1843 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5692 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5931 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55100 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221096.000000 Penalty: 219213.828125
Iteration 309Q: 65 clusters Score -9.62211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210444 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56681 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7334 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4269 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32953 members 
Mstep: Class 43 contains 1842 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5697 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5931 members 
Mstep: Class 49 contains 4072 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55109 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221104.000000 Penalty: 219213.828125
Iteration 310Q: 65 clusters Score -9.62211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210440 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56679 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7331 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4268 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32953 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5699 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5930 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20501 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55114 members 
Mstep: Class 63 contains 16844 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221112.000000 Penalty: 219213.828125
Iteration 311Q: 65 clusters Score -9.622111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6904 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210437 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56677 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7324 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4266 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32953 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5702 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5930 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55129 members 
Mstep: Class 63 contains 16844 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221120.000000 Penalty: 219213.828125
Iteration 312Q: 65 clusters Score -9.622112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210434 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7321 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24013 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4266 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9309 members 
Mstep: Class 42 contains 32953 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5706 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5930 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3310 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55141 members 
Mstep: Class 63 contains 16844 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221080.000000 Penalty: 219213.828125
Iteration 313Q: 65 clusters Score -9.622108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210433 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7177 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7318 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4266 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9310 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5708 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5930 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55152 members 
Mstep: Class 63 contains 16845 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221032.000000 Penalty: 219213.828125
Iteration 314Q: 65 clusters Score -9.622103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11821 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210433 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56672 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7313 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1421 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4266 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9311 members 
Mstep: Class 42 contains 32955 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5714 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5932 members 
Mstep: Class 49 contains 4075 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55159 members 
Mstep: Class 63 contains 16846 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220976.000000 Penalty: 219213.828125
Iteration 315Q: 65 clusters Score -9.622098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89319 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210433 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56674 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7303 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1423 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76179 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9310 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5720 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5930 members 
Mstep: Class 49 contains 4076 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35740 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20503 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55165 members 
Mstep: Class 63 contains 16848 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220904.000000 Penalty: 219213.828125
Iteration 316Q: 65 clusters Score -9.62209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6911 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11816 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89318 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210433 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56676 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7164 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1424 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4266 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9310 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5723 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5928 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3312 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55174 members 
Mstep: Class 63 contains 16851 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220936.000000 Penalty: 219213.828125
Iteration 317Q: 65 clusters Score -9.622094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11814 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210433 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56673 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7300 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24010 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4267 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32953 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5726 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5927 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3711 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3311 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55192 members 
Mstep: Class 63 contains 16852 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221032.000000 Penalty: 219213.828125
Iteration 318Q: 65 clusters Score -9.622103e+07 nChanged 41
Entering ConstructFrom: 
Score: -96221032.000000 Penalty: 219213.828125
Entering ConstructFrom: 
Trying to split cluster 1 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -589817.687500 Penalty: 2168.553955
	Iteration 0F: 2 clusters Score -589817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -584446.125000 Penalty: 4337.107910
	Iteration 0F: 3 clusters Score -584446.1 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -585982.875000 Penalty: 4337.107910
	Iteration 1F: 3 clusters Score -585982.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -586477.000000 Penalty: 4337.107910
	Iteration 2F: 3 clusters Score -586477 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -586847.187500 Penalty: 4337.107910
	Iteration 3F: 3 clusters Score -586847.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -587126.687500 Penalty: 4337.107910
	Iteration 4F: 3 clusters Score -587126.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -587309.062500 Penalty: 4337.107910
	Iteration 5Q: 3 clusters Score -587309.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -587432.562500 Penalty: 4337.107910
	Iteration 6Q: 3 clusters Score -587432.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -587523.187500 Penalty: 4337.107910
	Iteration 7Q: 3 clusters Score -587523.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -587590.375000 Penalty: 4337.107910
	Iteration 8Q: 3 clusters Score -587590.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -587630.437500 Penalty: 4337.107910
	Iteration 9Q: 3 clusters Score -587630.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -587656.937500 Penalty: 4337.107910
	Iteration 10Q: 3 clusters Score -587656.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -587677.437500 Penalty: 4337.107910
	Iteration 11Q: 3 clusters Score -587677.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -587694.562500 Penalty: 4337.107910
	Iteration 12Q: 3 clusters Score -587694.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -587709.562500 Penalty: 4337.107910
	Iteration 13Q: 3 clusters Score -587709.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -587722.562500 Penalty: 4337.107910
	Iteration 14Q: 3 clusters Score -587722.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -587734.000000 Penalty: 4337.107910
	Iteration 15Q: 3 clusters Score -587734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -587748.125000 Penalty: 4337.107910
	Iteration 16Q: 3 clusters Score -587748.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -587759.437500 Penalty: 4337.107910
	Iteration 17Q: 3 clusters Score -587759.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -587764.875000 Penalty: 4337.107910
	Iteration 18Q: 3 clusters Score -587764.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -587773.062500 Penalty: 4337.107910
	Iteration 19Q: 3 clusters Score -587773.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -587780.250000 Penalty: 4337.107910
	Iteration 20F: 3 clusters Score -587780.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -587784.000000 Penalty: 4337.107910
	Iteration 21Q: 3 clusters Score -587784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -587788.375000 Penalty: 4337.107910
	Iteration 22Q: 3 clusters Score -587788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -587793.375000 Penalty: 4337.107910
	Iteration 23Q: 3 clusters Score -587793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -587798.687500 Penalty: 4337.107910
	Iteration 24Q: 3 clusters Score -587798.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -587801.812500 Penalty: 4337.107910
	Iteration 25Q: 3 clusters Score -587801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -587806.375000 Penalty: 4337.107910
	Iteration 26Q: 3 clusters Score -587806.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -587813.125000 Penalty: 4337.107910
	Iteration 27Q: 3 clusters Score -587813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -587817.437500 Penalty: 4337.107910
	Iteration 28Q: 3 clusters Score -587817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -587818.312500 Penalty: 4337.107910
	Iteration 29Q: 3 clusters Score -587818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -587823.125000 Penalty: 4337.107910
	Iteration 30Q: 3 clusters Score -587823.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -587828.812500 Penalty: 4337.107910
	Iteration 31Q: 3 clusters Score -587828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -587838.812500 Penalty: 4337.107910
	Iteration 32Q: 3 clusters Score -587838.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -587847.250000 Penalty: 4337.107910
	Iteration 33Q: 3 clusters Score -587847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -587857.500000 Penalty: 4337.107910
	Iteration 34Q: 3 clusters Score -587857.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -587860.750000 Penalty: 4337.107910
	Iteration 35Q: 3 clusters Score -587860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -587865.500000 Penalty: 4337.107910
	Iteration 36Q: 3 clusters Score -587865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -587870.875000 Penalty: 4337.107910
	Iteration 37Q: 3 clusters Score -587870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -587872.687500 Penalty: 4337.107910
	Iteration 38Q: 3 clusters Score -587872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -587875.187500 Penalty: 4337.107910
	Iteration 39Q: 3 clusters Score -587875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -587879.937500 Penalty: 4337.107910
	Iteration 40F: 3 clusters Score -587879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -587882.250000 Penalty: 4337.107910
	Iteration 41Q: 3 clusters Score -587882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -587882.500000 Penalty: 4337.107910
	Iteration 42Q: 3 clusters Score -587882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -587885.937500 Penalty: 4337.107910
	Iteration 43Q: 3 clusters Score -587885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -587888.000000 Penalty: 4337.107910
	Iteration 44Q: 3 clusters Score -587888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -587890.937500 Penalty: 4337.107910
	Iteration 45Q: 3 clusters Score -587890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -587892.062500 Penalty: 4337.107910
	Iteration 46Q: 3 clusters Score -587892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -587891.500000 Penalty: 4337.107910
	Iteration 47Q: 3 clusters Score -587891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -587892.500000 Penalty: 4337.107910
	Iteration 48Q: 3 clusters Score -587892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -587893.500000 Penalty: 4337.107910
	Iteration 49Q: 3 clusters Score -587893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -587893.812500 Penalty: 4337.107910
	Iteration 50Q: 3 clusters Score -587893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -587894.750000 Penalty: 4337.107910
	Iteration 51Q: 3 clusters Score -587894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -587895.250000 Penalty: 4337.107910
	Iteration 52Q: 3 clusters Score -587895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -587893.875000 Penalty: 4337.107910
	Iteration 53Q: 3 clusters Score -587893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -587894.375000 Penalty: 4337.107910
	Iteration 54Q: 3 clusters Score -587894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -587895.375000 Penalty: 4337.107910
	Iteration 55Q: 3 clusters Score -587895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -587896.875000 Penalty: 4337.107910
	Iteration 56Q: 3 clusters Score -587896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -587896.875000 Penalty: 4337.107910
	Iteration 57F: 3 clusters Score -587896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -671409.125000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -671409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -665634.812500 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -665634.8 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -667268.750000 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -667268.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -667690.187500 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -667690.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -668049.812500 Penalty: 4385.143066
	Iteration 3F: 3 clusters Score -668049.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -668372.937500 Penalty: 4385.143066
	Iteration 4F: 3 clusters Score -668372.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -668640.812500 Penalty: 4385.143066
	Iteration 5F: 3 clusters Score -668640.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -668845.562500 Penalty: 4385.143066
	Iteration 6Q: 3 clusters Score -668845.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -669041.375000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -669041.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -669207.625000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -669207.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -669339.750000 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -669339.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -669433.000000 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -669433 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -669508.437500 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -669508.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -669559.187500 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -669559.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -669596.187500 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -669596.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -669618.687500 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -669618.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -669635.125000 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -669635.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -669650.687500 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -669650.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -669661.812500 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -669661.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -669667.812500 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -669667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -669677.250000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -669677.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -669682.375000 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -669682.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -669684.625000 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -669684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -669687.687500 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -669687.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -669691.687500 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -669691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -669693.375000 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -669693.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -669694.562500 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -669694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -669696.437500 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -669696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -669697.250000 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -669697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -669698.375000 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -669698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -669699.000000 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -669699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -669699.687500 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -669699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -669699.687500 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -669699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -669700.687500 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -669700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -669700.687500 Penalty: 4385.143066
	Iteration 33F: 3 clusters Score -669700.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -41680.050781 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -41680.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40325.757812 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -40325.76 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40618.324219 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -40618.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40781.714844 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -40781.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40911.875000 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -40911.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40999.558594 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -40999.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -41096.652344 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -41096.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41197.121094 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -41197.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41235.761719 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -41235.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -41241.164062 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -41241.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -41251.132812 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -41251.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -41254.988281 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -41254.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -41265.929688 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -41265.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41267.707031 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -41267.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -41268.964844 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -41268.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -41274.648438 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -41274.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41277.250000 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -41277.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41286.933594 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -41286.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41296.703125 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -41296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41300.578125 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -41300.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41300.578125 Penalty: 3104.752441
	Iteration 19F: 3 clusters Score -41300.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Entering Unmasked Estep 
Score: -1219776.000000 Penalty: 2325.442871
	Iteration 0F: 2 clusters Score -1219776 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 5907 members 
Entering Unmasked Estep 
Score: -1210966.125000 Penalty: 4650.885742
	Iteration 0F: 3 clusters Score -1210966 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1213817.375000 Penalty: 4650.885742
	Iteration 1F: 3 clusters Score -1213817 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1214452.875000 Penalty: 4650.885742
	Iteration 2F: 3 clusters Score -1214453 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1215256.250000 Penalty: 4650.885742
	Iteration 3F: 3 clusters Score -1215256 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1216118.250000 Penalty: 4650.885742
	Iteration 4F: 3 clusters Score -1216118 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1216741.625000 Penalty: 4650.885742
	Iteration 5F: 3 clusters Score -1216742 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1217165.250000 Penalty: 4650.885742
	Iteration 6F: 3 clusters Score -1217165 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1217439.375000 Penalty: 4650.885742
	Iteration 7Q: 3 clusters Score -1217439 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1217603.375000 Penalty: 4650.885742
	Iteration 8Q: 3 clusters Score -1217603 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1217709.000000 Penalty: 4650.885742
	Iteration 9Q: 3 clusters Score -1217709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1217795.000000 Penalty: 4650.885742
	Iteration 10Q: 3 clusters Score -1217795 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1217862.625000 Penalty: 4650.885742
	Iteration 11Q: 3 clusters Score -1217863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1217914.000000 Penalty: 4650.885742
	Iteration 12Q: 3 clusters Score -1217914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1217956.500000 Penalty: 4650.885742
	Iteration 13Q: 3 clusters Score -1217956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1217991.625000 Penalty: 4650.885742
	Iteration 14Q: 3 clusters Score -1217992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1218026.625000 Penalty: 4650.885742
	Iteration 15Q: 3 clusters Score -1218027 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1218058.250000 Penalty: 4650.885742
	Iteration 16Q: 3 clusters Score -1218058 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1218095.000000 Penalty: 4650.885742
	Iteration 17Q: 3 clusters Score -1218095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1218123.750000 Penalty: 4650.885742
	Iteration 18Q: 3 clusters Score -1218124 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1218158.500000 Penalty: 4650.885742
	Iteration 19Q: 3 clusters Score -1218158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1218190.375000 Penalty: 4650.885742
	Iteration 20F: 3 clusters Score -1218190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1218224.875000 Penalty: 4650.885742
	Iteration 21Q: 3 clusters Score -1218225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1218254.000000 Penalty: 4650.885742
	Iteration 22Q: 3 clusters Score -1218254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1218283.750000 Penalty: 4650.885742
	Iteration 23Q: 3 clusters Score -1218284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1218314.375000 Penalty: 4650.885742
	Iteration 24Q: 3 clusters Score -1218314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1218340.625000 Penalty: 4650.885742
	Iteration 25Q: 3 clusters Score -1218341 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1218371.500000 Penalty: 4650.885742
	Iteration 26Q: 3 clusters Score -1218372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1218403.750000 Penalty: 4650.885742
	Iteration 27Q: 3 clusters Score -1218404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1218443.250000 Penalty: 4650.885742
	Iteration 28Q: 3 clusters Score -1218443 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1218495.750000 Penalty: 4650.885742
	Iteration 29Q: 3 clusters Score -1218496 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1218543.875000 Penalty: 4650.885742
	Iteration 30Q: 3 clusters Score -1218544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1218587.250000 Penalty: 4650.885742
	Iteration 31Q: 3 clusters Score -1218587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1218627.250000 Penalty: 4650.885742
	Iteration 32Q: 3 clusters Score -1218627 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1218661.250000 Penalty: 4650.885742
	Iteration 33Q: 3 clusters Score -1218661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1218693.125000 Penalty: 4650.885742
	Iteration 34Q: 3 clusters Score -1218693 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1218720.375000 Penalty: 4650.885742
	Iteration 35Q: 3 clusters Score -1218720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1218751.500000 Penalty: 4650.885742
	Iteration 36Q: 3 clusters Score -1218752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1218775.875000 Penalty: 4650.885742
	Iteration 37Q: 3 clusters Score -1218776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1218786.125000 Penalty: 4650.885742
	Iteration 38Q: 3 clusters Score -1218786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1218796.500000 Penalty: 4650.885742
	Iteration 39Q: 3 clusters Score -1218796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1218798.875000 Penalty: 4650.885742
	Iteration 40F: 3 clusters Score -1218799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1218802.625000 Penalty: 4650.885742
	Iteration 41Q: 3 clusters Score -1218803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1218809.625000 Penalty: 4650.885742
	Iteration 42Q: 3 clusters Score -1218810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1218809.500000 Penalty: 4650.885742
	Iteration 43Q: 3 clusters Score -1218810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1218812.875000 Penalty: 4650.885742
	Iteration 44Q: 3 clusters Score -1218813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1218817.625000 Penalty: 4650.885742
	Iteration 45Q: 3 clusters Score -1218818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1218821.375000 Penalty: 4650.885742
	Iteration 46Q: 3 clusters Score -1218821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1218823.375000 Penalty: 4650.885742
	Iteration 47Q: 3 clusters Score -1218823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1218822.125000 Penalty: 4650.885742
	Iteration 48Q: 3 clusters Score -1218822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1218826.875000 Penalty: 4650.885742
	Iteration 49Q: 3 clusters Score -1218827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1218832.000000 Penalty: 4650.885742
	Iteration 50Q: 3 clusters Score -1218832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1218830.750000 Penalty: 4650.885742
	Iteration 51Q: 3 clusters Score -1218831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1218834.000000 Penalty: 4650.885742
	Iteration 52Q: 3 clusters Score -1218834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1218834.125000 Penalty: 4650.885742
	Iteration 53Q: 3 clusters Score -1218834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1218836.625000 Penalty: 4650.885742
	Iteration 54Q: 3 clusters Score -1218837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1218842.375000 Penalty: 4650.885742
	Iteration 55Q: 3 clusters Score -1218842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1218844.625000 Penalty: 4650.885742
	Iteration 56Q: 3 clusters Score -1218845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1218851.625000 Penalty: 4650.885742
	Iteration 57Q: 3 clusters Score -1218852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1218852.750000 Penalty: 4650.885742
	Iteration 58Q: 3 clusters Score -1218853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1218858.125000 Penalty: 4650.885742
	Iteration 59Q: 3 clusters Score -1218858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1218861.750000 Penalty: 4650.885742
	Iteration 60F: 3 clusters Score -1218862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1218863.375000 Penalty: 4650.885742
	Iteration 61Q: 3 clusters Score -1218863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1218863.125000 Penalty: 4650.885742
	Iteration 62Q: 3 clusters Score -1218863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1218866.625000 Penalty: 4650.885742
	Iteration 63Q: 3 clusters Score -1218867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1218863.375000 Penalty: 4650.885742
	Iteration 64Q: 3 clusters Score -1218863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1218865.625000 Penalty: 4650.885742
	Iteration 65Q: 3 clusters Score -1218866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1218865.375000 Penalty: 4650.885742
	Iteration 66Q: 3 clusters Score -1218865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1218867.125000 Penalty: 4650.885742
	Iteration 67Q: 3 clusters Score -1218867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1218868.250000 Penalty: 4650.885742
	Iteration 68Q: 3 clusters Score -1218868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1218869.625000 Penalty: 4650.885742
	Iteration 69Q: 3 clusters Score -1218870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1218869.000000 Penalty: 4650.885742
	Iteration 70Q: 3 clusters Score -1218869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1218871.625000 Penalty: 4650.885742
	Iteration 71Q: 3 clusters Score -1218872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1218869.625000 Penalty: 4650.885742
	Iteration 72Q: 3 clusters Score -1218870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1218869.625000 Penalty: 4650.885742
	Iteration 73F: 3 clusters Score -1218870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -740055.875000 Penalty: 2223.909424
	Iteration 0F: 2 clusters Score -740055.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -733729.562500 Penalty: 4447.818848
	Iteration 0F: 3 clusters Score -733729.6 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -735443.625000 Penalty: 4447.818848
	Iteration 1F: 3 clusters Score -735443.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -735749.375000 Penalty: 4447.818848
	Iteration 2F: 3 clusters Score -735749.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -736089.812500 Penalty: 4447.818848
	Iteration 3F: 3 clusters Score -736089.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -736527.937500 Penalty: 4447.818848
	Iteration 4F: 3 clusters Score -736527.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -737007.125000 Penalty: 4447.818848
	Iteration 5F: 3 clusters Score -737007.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -737429.375000 Penalty: 4447.818848
	Iteration 6F: 3 clusters Score -737429.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -737796.125000 Penalty: 4447.818848
	Iteration 7F: 3 clusters Score -737796.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -738117.437500 Penalty: 4447.818848
	Iteration 8Q: 3 clusters Score -738117.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -738426.937500 Penalty: 4447.818848
	Iteration 9Q: 3 clusters Score -738426.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -738719.812500 Penalty: 4447.818848
	Iteration 10Q: 3 clusters Score -738719.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -738917.312500 Penalty: 4447.818848
	Iteration 11Q: 3 clusters Score -738917.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -739037.875000 Penalty: 4447.818848
	Iteration 12Q: 3 clusters Score -739037.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -739113.000000 Penalty: 4447.818848
	Iteration 13Q: 3 clusters Score -739113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -739155.812500 Penalty: 4447.818848
	Iteration 14Q: 3 clusters Score -739155.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -739181.250000 Penalty: 4447.818848
	Iteration 15Q: 3 clusters Score -739181.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -739196.750000 Penalty: 4447.818848
	Iteration 16Q: 3 clusters Score -739196.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -739209.562500 Penalty: 4447.818848
	Iteration 17Q: 3 clusters Score -739209.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -739216.750000 Penalty: 4447.818848
	Iteration 18Q: 3 clusters Score -739216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -739225.312500 Penalty: 4447.818848
	Iteration 19Q: 3 clusters Score -739225.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -739228.250000 Penalty: 4447.818848
	Iteration 20F: 3 clusters Score -739228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -739231.687500 Penalty: 4447.818848
	Iteration 21Q: 3 clusters Score -739231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -739232.812500 Penalty: 4447.818848
	Iteration 22Q: 3 clusters Score -739232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -739234.375000 Penalty: 4447.818848
	Iteration 23Q: 3 clusters Score -739234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -739237.000000 Penalty: 4447.818848
	Iteration 24Q: 3 clusters Score -739237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -739237.250000 Penalty: 4447.818848
	Iteration 25Q: 3 clusters Score -739237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -739240.937500 Penalty: 4447.818848
	Iteration 26Q: 3 clusters Score -739240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -739241.500000 Penalty: 4447.818848
	Iteration 27Q: 3 clusters Score -739241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -739245.375000 Penalty: 4447.818848
	Iteration 28Q: 3 clusters Score -739245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -739247.937500 Penalty: 4447.818848
	Iteration 29Q: 3 clusters Score -739247.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -739250.562500 Penalty: 4447.818848
	Iteration 30Q: 3 clusters Score -739250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -739253.625000 Penalty: 4447.818848
	Iteration 31Q: 3 clusters Score -739253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -739254.625000 Penalty: 4447.818848
	Iteration 32Q: 3 clusters Score -739254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -739257.500000 Penalty: 4447.818848
	Iteration 33Q: 3 clusters Score -739257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -739256.937500 Penalty: 4447.818848
	Iteration 34Q: 3 clusters Score -739256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -739256.875000 Penalty: 4447.818848
	Iteration 35Q: 3 clusters Score -739256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -739258.625000 Penalty: 4447.818848
	Iteration 36Q: 3 clusters Score -739258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -739258.687500 Penalty: 4447.818848
	Iteration 37Q: 3 clusters Score -739258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -739258.687500 Penalty: 4447.818848
	Iteration 38F: 3 clusters Score -739258.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -198652.312500 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -198652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -195950.671875 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -195950.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -196473.437500 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -196473.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -196631.421875 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -196631.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -196711.921875 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -196711.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -196755.781250 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -196755.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -196785.421875 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -196785.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -196806.718750 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -196806.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -196821.000000 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -196821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -196838.656250 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -196838.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -196848.265625 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -196848.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -196856.515625 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -196856.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -196862.484375 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -196862.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -196870.875000 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -196870.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196876.781250 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -196876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -196884.281250 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -196884.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -196890.656250 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -196890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -196894.796875 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -196894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -196902.234375 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -196902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -196904.968750 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -196905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -196905.953125 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -196906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -196907.578125 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -196907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -196907.843750 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -196907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -196907.843750 Penalty: 3795.427002
	Iteration 22F: 3 clusters Score -196907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -61507.683594 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -61507.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59827.437500 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -59827.44 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60193.816406 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -60193.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60365.000000 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -60365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60428.843750 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -60428.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60473.160156 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -60473.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60504.519531 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -60504.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60533.316406 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -60533.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60557.562500 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -60557.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60570.460938 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -60570.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60578.042969 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -60578.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60585.199219 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -60585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60594.851562 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -60594.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60616.214844 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -60616.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60633.316406 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -60633.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60651.894531 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -60651.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60661.507812 Penalty: 3254.271240
	Iteration 15Q: 3 clusters Score -60661.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60664.539062 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -60664.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60667.472656 Penalty: 3254.271240
	Iteration 17Q: 3 clusters Score -60667.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60668.738281 Penalty: 3254.271240
	Iteration 18Q: 3 clusters Score -60668.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60668.738281 Penalty: 3254.271240
	Iteration 19F: 3 clusters Score -60668.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Entering Unmasked Estep 
Score: -9101088.000000 Penalty: 2827.187012
	Iteration 0F: 2 clusters Score -9101088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -9041132.000000 Penalty: 5654.374023
	Iteration 0F: 3 clusters Score -9041132 nChanged 42210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -9065135.000000 Penalty: 5654.374023
	Iteration 1F: 3 clusters Score -9065135 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -9066012.000000 Penalty: 5654.374023
	Iteration 2Q: 3 clusters Score -9066012 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -9066960.000000 Penalty: 5654.374023
	Iteration 3Q: 3 clusters Score -9066960 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -9067889.000000 Penalty: 5654.374023
	Iteration 4Q: 3 clusters Score -9067889 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -9069024.000000 Penalty: 5654.374023
	Iteration 5Q: 3 clusters Score -9069024 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -9070280.000000 Penalty: 5654.374023
	Iteration 6Q: 3 clusters Score -9070280 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -9071790.000000 Penalty: 5654.374023
	Iteration 7Q: 3 clusters Score -9071790 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -9073651.000000 Penalty: 5654.374023
	Iteration 8Q: 3 clusters Score -9073651 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -9076160.000000 Penalty: 5654.374023
	Iteration 9Q: 3 clusters Score -9076160 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -9078971.000000 Penalty: 5654.374023
	Iteration 10F: 3 clusters Score -9078971 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -9081923.000000 Penalty: 5654.374023
	Iteration 11F: 3 clusters Score -9081923 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -9084740.000000 Penalty: 5654.374023
	Iteration 12Q: 3 clusters Score -9084740 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -9086990.000000 Penalty: 5654.374023
	Iteration 13Q: 3 clusters Score -9086990 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -9088910.000000 Penalty: 5654.374023
	Iteration 14Q: 3 clusters Score -9088910 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -9090591.000000 Penalty: 5654.374023
	Iteration 15Q: 3 clusters Score -9090591 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -9092211.000000 Penalty: 5654.374023
	Iteration 16Q: 3 clusters Score -9092211 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -9093676.000000 Penalty: 5654.374023
	Iteration 17Q: 3 clusters Score -9093676 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -9095027.000000 Penalty: 5654.374023
	Iteration 18Q: 3 clusters Score -9095027 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -9096141.000000 Penalty: 5654.374023
	Iteration 19Q: 3 clusters Score -9096141 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -9097078.000000 Penalty: 5654.374023
	Iteration 20F: 3 clusters Score -9097078 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 87859 members 
Entering Unmasked Estep 
Score: -9097698.000000 Penalty: 5654.374023
	Iteration 21Q: 3 clusters Score -9097698 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -9098116.000000 Penalty: 5654.374023
	Iteration 22Q: 3 clusters Score -9098116 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -9098310.000000 Penalty: 5654.374023
	Iteration 23Q: 3 clusters Score -9098310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -9098427.000000 Penalty: 5654.374023
	Iteration 24Q: 3 clusters Score -9098427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -9098480.000000 Penalty: 5654.374023
	Iteration 25Q: 3 clusters Score -9098480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -9098511.000000 Penalty: 5654.374023
	Iteration 26Q: 3 clusters Score -9098511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -9098533.000000 Penalty: 5654.374023
	Iteration 27Q: 3 clusters Score -9098533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -9098547.000000 Penalty: 5654.374023
	Iteration 28Q: 3 clusters Score -9098547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -9098567.000000 Penalty: 5654.374023
	Iteration 29Q: 3 clusters Score -9098567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -9098586.000000 Penalty: 5654.374023
	Iteration 30Q: 3 clusters Score -9098586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -9098597.000000 Penalty: 5654.374023
	Iteration 31Q: 3 clusters Score -9098597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -9098611.000000 Penalty: 5654.374023
	Iteration 32Q: 3 clusters Score -9098611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -9098614.000000 Penalty: 5654.374023
	Iteration 33Q: 3 clusters Score -9098614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -9098620.000000 Penalty: 5654.374023
	Iteration 34Q: 3 clusters Score -9098620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -9098620.000000 Penalty: 5654.374023
	Iteration 35Q: 3 clusters Score -9098620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -9098620.000000 Penalty: 5654.374023
	Iteration 36F: 3 clusters Score -9098620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -684344.375000 Penalty: 2228.017334
	Iteration 0F: 2 clusters Score -684344.4 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 3986 members 
Entering Unmasked Estep 
Score: -677943.312500 Penalty: 4456.034668
	Iteration 0F: 3 clusters Score -677943.3 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -679875.125000 Penalty: 4456.034668
	Iteration 1F: 3 clusters Score -679875.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -680370.500000 Penalty: 4456.034668
	Iteration 2F: 3 clusters Score -680370.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -680806.812500 Penalty: 4456.034668
	Iteration 3F: 3 clusters Score -680806.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -681212.125000 Penalty: 4456.034668
	Iteration 4F: 3 clusters Score -681212.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -681516.812500 Penalty: 4456.034668
	Iteration 5F: 3 clusters Score -681516.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -681750.250000 Penalty: 4456.034668
	Iteration 6Q: 3 clusters Score -681750.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -681901.687500 Penalty: 4456.034668
	Iteration 7Q: 3 clusters Score -681901.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -682006.062500 Penalty: 4456.034668
	Iteration 8Q: 3 clusters Score -682006.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -682108.125000 Penalty: 4456.034668
	Iteration 9Q: 3 clusters Score -682108.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -682189.812500 Penalty: 4456.034668
	Iteration 10Q: 3 clusters Score -682189.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -682259.750000 Penalty: 4456.034668
	Iteration 11Q: 3 clusters Score -682259.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -682316.687500 Penalty: 4456.034668
	Iteration 12Q: 3 clusters Score -682316.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -682363.062500 Penalty: 4456.034668
	Iteration 13Q: 3 clusters Score -682363.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -682397.687500 Penalty: 4456.034668
	Iteration 14Q: 3 clusters Score -682397.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -682434.750000 Penalty: 4456.034668
	Iteration 15Q: 3 clusters Score -682434.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -682470.937500 Penalty: 4456.034668
	Iteration 16Q: 3 clusters Score -682470.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -682503.937500 Penalty: 4456.034668
	Iteration 17Q: 3 clusters Score -682503.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -682525.375000 Penalty: 4456.034668
	Iteration 18Q: 3 clusters Score -682525.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -682544.750000 Penalty: 4456.034668
	Iteration 19Q: 3 clusters Score -682544.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -682563.562500 Penalty: 4456.034668
	Iteration 20F: 3 clusters Score -682563.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -682577.250000 Penalty: 4456.034668
	Iteration 21Q: 3 clusters Score -682577.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -682591.000000 Penalty: 4456.034668
	Iteration 22Q: 3 clusters Score -682591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -682603.500000 Penalty: 4456.034668
	Iteration 23Q: 3 clusters Score -682603.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -682617.187500 Penalty: 4456.034668
	Iteration 24Q: 3 clusters Score -682617.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -682629.812500 Penalty: 4456.034668
	Iteration 25Q: 3 clusters Score -682629.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -682638.562500 Penalty: 4456.034668
	Iteration 26Q: 3 clusters Score -682638.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -682649.500000 Penalty: 4456.034668
	Iteration 27Q: 3 clusters Score -682649.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -682657.562500 Penalty: 4456.034668
	Iteration 28Q: 3 clusters Score -682657.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -682667.125000 Penalty: 4456.034668
	Iteration 29Q: 3 clusters Score -682667.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -682677.125000 Penalty: 4456.034668
	Iteration 30Q: 3 clusters Score -682677.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -682685.312500 Penalty: 4456.034668
	Iteration 31Q: 3 clusters Score -682685.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -682696.062500 Penalty: 4456.034668
	Iteration 32Q: 3 clusters Score -682696.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -682706.500000 Penalty: 4456.034668
	Iteration 33Q: 3 clusters Score -682706.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -682716.687500 Penalty: 4456.034668
	Iteration 34Q: 3 clusters Score -682716.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -682728.812500 Penalty: 4456.034668
	Iteration 35Q: 3 clusters Score -682728.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -682744.562500 Penalty: 4456.034668
	Iteration 36Q: 3 clusters Score -682744.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -682759.187500 Penalty: 4456.034668
	Iteration 37Q: 3 clusters Score -682759.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -682776.125000 Penalty: 4456.034668
	Iteration 38Q: 3 clusters Score -682776.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -682799.687500 Penalty: 4456.034668
	Iteration 39Q: 3 clusters Score -682799.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -682817.187500 Penalty: 4456.034668
	Iteration 40F: 3 clusters Score -682817.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -682832.125000 Penalty: 4456.034668
	Iteration 41Q: 3 clusters Score -682832.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -682851.375000 Penalty: 4456.034668
	Iteration 42Q: 3 clusters Score -682851.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -682869.437500 Penalty: 4456.034668
	Iteration 43Q: 3 clusters Score -682869.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -682885.312500 Penalty: 4456.034668
	Iteration 44Q: 3 clusters Score -682885.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -682897.312500 Penalty: 4456.034668
	Iteration 45Q: 3 clusters Score -682897.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -682915.500000 Penalty: 4456.034668
	Iteration 46Q: 3 clusters Score -682915.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -682927.750000 Penalty: 4456.034668
	Iteration 47Q: 3 clusters Score -682927.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -682945.625000 Penalty: 4456.034668
	Iteration 48Q: 3 clusters Score -682945.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -682962.875000 Penalty: 4456.034668
	Iteration 49Q: 3 clusters Score -682962.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -682979.437500 Penalty: 4456.034668
	Iteration 50Q: 3 clusters Score -682979.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -682996.750000 Penalty: 4456.034668
	Iteration 51Q: 3 clusters Score -682996.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -683014.937500 Penalty: 4456.034668
	Iteration 52Q: 3 clusters Score -683014.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -683029.375000 Penalty: 4456.034668
	Iteration 53Q: 3 clusters Score -683029.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -683042.812500 Penalty: 4456.034668
	Iteration 54Q: 3 clusters Score -683042.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -683057.562500 Penalty: 4456.034668
	Iteration 55Q: 3 clusters Score -683057.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -683073.937500 Penalty: 4456.034668
	Iteration 56Q: 3 clusters Score -683073.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -683085.062500 Penalty: 4456.034668
	Iteration 57Q: 3 clusters Score -683085.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -683090.750000 Penalty: 4456.034668
	Iteration 58Q: 3 clusters Score -683090.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -683096.312500 Penalty: 4456.034668
	Iteration 59Q: 3 clusters Score -683096.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -683100.750000 Penalty: 4456.034668
	Iteration 60F: 3 clusters Score -683100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -683104.187500 Penalty: 4456.034668
	Iteration 61Q: 3 clusters Score -683104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -683109.500000 Penalty: 4456.034668
	Iteration 62Q: 3 clusters Score -683109.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -683112.375000 Penalty: 4456.034668
	Iteration 63Q: 3 clusters Score -683112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -683113.187500 Penalty: 4456.034668
	Iteration 64Q: 3 clusters Score -683113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -683114.562500 Penalty: 4456.034668
	Iteration 65Q: 3 clusters Score -683114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -683118.062500 Penalty: 4456.034668
	Iteration 66Q: 3 clusters Score -683118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -683119.187500 Penalty: 4456.034668
	Iteration 67Q: 3 clusters Score -683119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -683122.125000 Penalty: 4456.034668
	Iteration 68Q: 3 clusters Score -683122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -683126.937500 Penalty: 4456.034668
	Iteration 69Q: 3 clusters Score -683126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -683130.187500 Penalty: 4456.034668
	Iteration 70Q: 3 clusters Score -683130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -683133.437500 Penalty: 4456.034668
	Iteration 71Q: 3 clusters Score -683133.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -683140.812500 Penalty: 4456.034668
	Iteration 72Q: 3 clusters Score -683140.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -683147.750000 Penalty: 4456.034668
	Iteration 73Q: 3 clusters Score -683147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -683154.062500 Penalty: 4456.034668
	Iteration 74Q: 3 clusters Score -683154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -683156.125000 Penalty: 4456.034668
	Iteration 75Q: 3 clusters Score -683156.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -683161.312500 Penalty: 4456.034668
	Iteration 76Q: 3 clusters Score -683161.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -683166.875000 Penalty: 4456.034668
	Iteration 77Q: 3 clusters Score -683166.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -683171.937500 Penalty: 4456.034668
	Iteration 78Q: 3 clusters Score -683171.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -683178.250000 Penalty: 4456.034668
	Iteration 79Q: 3 clusters Score -683178.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -683188.562500 Penalty: 4456.034668
	Iteration 80F: 3 clusters Score -683188.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -683204.875000 Penalty: 4456.034668
	Iteration 81Q: 3 clusters Score -683204.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -683221.062500 Penalty: 4456.034668
	Iteration 82Q: 3 clusters Score -683221.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -683236.437500 Penalty: 4456.034668
	Iteration 83Q: 3 clusters Score -683236.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -683251.687500 Penalty: 4456.034668
	Iteration 84Q: 3 clusters Score -683251.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -683268.250000 Penalty: 4456.034668
	Iteration 85Q: 3 clusters Score -683268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -683287.562500 Penalty: 4456.034668
	Iteration 86Q: 3 clusters Score -683287.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -683336.625000 Penalty: 4456.034668
	Iteration 87Q: 3 clusters Score -683336.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -683424.687500 Penalty: 4456.034668
	Iteration 88Q: 3 clusters Score -683424.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -683503.187500 Penalty: 4456.034668
	Iteration 89Q: 3 clusters Score -683503.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -683538.375000 Penalty: 4456.034668
	Iteration 90Q: 3 clusters Score -683538.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -683563.312500 Penalty: 4456.034668
	Iteration 91Q: 3 clusters Score -683563.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -683581.750000 Penalty: 4456.034668
	Iteration 92Q: 3 clusters Score -683581.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -683591.187500 Penalty: 4456.034668
	Iteration 93Q: 3 clusters Score -683591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -683596.625000 Penalty: 4456.034668
	Iteration 94Q: 3 clusters Score -683596.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -683598.000000 Penalty: 4456.034668
	Iteration 95Q: 3 clusters Score -683598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -683599.125000 Penalty: 4456.034668
	Iteration 96Q: 3 clusters Score -683599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -683601.375000 Penalty: 4456.034668
	Iteration 97Q: 3 clusters Score -683601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -683603.437500 Penalty: 4456.034668
	Iteration 98Q: 3 clusters Score -683603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -683604.125000 Penalty: 4456.034668
	Iteration 99Q: 3 clusters Score -683604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -683605.937500 Penalty: 4456.034668
	Iteration 100F: 3 clusters Score -683605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -683606.250000 Penalty: 4456.034668
	Iteration 101Q: 3 clusters Score -683606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -683606.250000 Penalty: 4456.034668
	Iteration 102F: 3 clusters Score -683606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Entering Unmasked Estep 
Score: -4421847.000000 Penalty: 2646.166260
	Iteration 0F: 2 clusters Score -4421847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -4392837.000000 Penalty: 5292.332520
	Iteration 0F: 3 clusters Score -4392837 nChanged 19715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4404059.500000 Penalty: 5292.332520
	Iteration 1F: 3 clusters Score -4404060 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4404762.500000 Penalty: 5292.332520
	Iteration 2Q: 3 clusters Score -4404762 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4405512.500000 Penalty: 5292.332520
	Iteration 3Q: 3 clusters Score -4405512 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4406452.500000 Penalty: 5292.332520
	Iteration 4Q: 3 clusters Score -4406452 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4407644.000000 Penalty: 5292.332520
	Iteration 5F: 3 clusters Score -4407644 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4408934.500000 Penalty: 5292.332520
	Iteration 6F: 3 clusters Score -4408934 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4410342.000000 Penalty: 5292.332520
	Iteration 7F: 3 clusters Score -4410342 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4411723.000000 Penalty: 5292.332520
	Iteration 8F: 3 clusters Score -4411723 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4412964.000000 Penalty: 5292.332520
	Iteration 9Q: 3 clusters Score -4412964 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4414128.000000 Penalty: 5292.332520
	Iteration 10Q: 3 clusters Score -4414128 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4415201.500000 Penalty: 5292.332520
	Iteration 11Q: 3 clusters Score -4415202 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4416210.000000 Penalty: 5292.332520
	Iteration 12Q: 3 clusters Score -4416210 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4417135.000000 Penalty: 5292.332520
	Iteration 13Q: 3 clusters Score -4417135 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4417989.000000 Penalty: 5292.332520
	Iteration 14Q: 3 clusters Score -4417989 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4418574.000000 Penalty: 5292.332520
	Iteration 15Q: 3 clusters Score -4418574 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4418987.000000 Penalty: 5292.332520
	Iteration 16Q: 3 clusters Score -4418987 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4419188.500000 Penalty: 5292.332520
	Iteration 17Q: 3 clusters Score -4419188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4419298.000000 Penalty: 5292.332520
	Iteration 18Q: 3 clusters Score -4419298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4419362.500000 Penalty: 5292.332520
	Iteration 19Q: 3 clusters Score -4419362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4419406.500000 Penalty: 5292.332520
	Iteration 20F: 3 clusters Score -4419406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4419436.000000 Penalty: 5292.332520
	Iteration 21Q: 3 clusters Score -4419436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4419448.000000 Penalty: 5292.332520
	Iteration 22Q: 3 clusters Score -4419448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4419470.500000 Penalty: 5292.332520
	Iteration 23Q: 3 clusters Score -4419470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4419490.000000 Penalty: 5292.332520
	Iteration 24Q: 3 clusters Score -4419490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4419508.500000 Penalty: 5292.332520
	Iteration 25Q: 3 clusters Score -4419508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4419524.500000 Penalty: 5292.332520
	Iteration 26Q: 3 clusters Score -4419524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4419537.000000 Penalty: 5292.332520
	Iteration 27Q: 3 clusters Score -4419537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4419539.500000 Penalty: 5292.332520
	Iteration 28Q: 3 clusters Score -4419540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4419547.000000 Penalty: 5292.332520
	Iteration 29Q: 3 clusters Score -4419547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4419554.000000 Penalty: 5292.332520
	Iteration 30Q: 3 clusters Score -4419554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4419556.500000 Penalty: 5292.332520
	Iteration 31Q: 3 clusters Score -4419556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4419567.500000 Penalty: 5292.332520
	Iteration 32Q: 3 clusters Score -4419568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4419573.500000 Penalty: 5292.332520
	Iteration 33Q: 3 clusters Score -4419574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4419576.500000 Penalty: 5292.332520
	Iteration 34Q: 3 clusters Score -4419576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4419578.000000 Penalty: 5292.332520
	Iteration 35Q: 3 clusters Score -4419578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4419577.500000 Penalty: 5292.332520
	Iteration 36Q: 3 clusters Score -4419578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4419577.500000 Penalty: 5292.332520
	Iteration 37F: 3 clusters Score -4419578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -236539.500000 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -236539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -233652.453125 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -233652.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -234202.843750 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -234202.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -234357.296875 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -234357.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -234458.171875 Penalty: 3866.844971
	Iteration 3Q: 3 clusters Score -234458.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -234538.796875 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -234538.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -234588.359375 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -234588.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234629.562500 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -234629.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -234668.500000 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -234668.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -234705.312500 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -234705.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -234743.578125 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -234743.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -234773.968750 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -234774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -234797.015625 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -234797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -234818.250000 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -234818.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -234838.937500 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -234838.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -234857.937500 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -234857.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -234883.671875 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -234883.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -234906.625000 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -234906.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -234937.578125 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -234937.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -234962.687500 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -234962.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -234994.062500 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -234994.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -235032.468750 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -235032.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -235065.875000 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -235065.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -235111.921875 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -235111.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -235151.281250 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -235151.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -235184.046875 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -235184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -235223.656250 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -235223.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -235261.718750 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -235261.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -235304.812500 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -235304.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -235348.812500 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -235348.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -235389.375000 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -235389.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -235442.062500 Penalty: 3866.844971
	Iteration 30Q: 3 clusters Score -235442.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -235462.281250 Penalty: 3866.844971
	Iteration 31Q: 3 clusters Score -235462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -235480.703125 Penalty: 3866.844971
	Iteration 32Q: 3 clusters Score -235480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -235500.937500 Penalty: 3866.844971
	Iteration 33Q: 3 clusters Score -235500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -235514.125000 Penalty: 3866.844971
	Iteration 34Q: 3 clusters Score -235514.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -235533.468750 Penalty: 3866.844971
	Iteration 35Q: 3 clusters Score -235533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -235546.140625 Penalty: 3866.844971
	Iteration 36Q: 3 clusters Score -235546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -235561.031250 Penalty: 3866.844971
	Iteration 37Q: 3 clusters Score -235561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -235574.953125 Penalty: 3866.844971
	Iteration 38Q: 3 clusters Score -235575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -235580.671875 Penalty: 3866.844971
	Iteration 39Q: 3 clusters Score -235580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -235587.671875 Penalty: 3866.844971
	Iteration 40F: 3 clusters Score -235587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -235613.765625 Penalty: 3866.844971
	Iteration 41Q: 3 clusters Score -235613.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -235643.515625 Penalty: 3866.844971
	Iteration 42Q: 3 clusters Score -235643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -235661.046875 Penalty: 3866.844971
	Iteration 43Q: 3 clusters Score -235661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -235677.953125 Penalty: 3866.844971
	Iteration 44Q: 3 clusters Score -235678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -235688.265625 Penalty: 3866.844971
	Iteration 45Q: 3 clusters Score -235688.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -235703.203125 Penalty: 3866.844971
	Iteration 46Q: 3 clusters Score -235703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -235709.812500 Penalty: 3866.844971
	Iteration 47Q: 3 clusters Score -235709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -235717.171875 Penalty: 3866.844971
	Iteration 48Q: 3 clusters Score -235717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -235729.750000 Penalty: 3866.844971
	Iteration 49Q: 3 clusters Score -235729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -235743.640625 Penalty: 3866.844971
	Iteration 50Q: 3 clusters Score -235743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -235763.046875 Penalty: 3866.844971
	Iteration 51Q: 3 clusters Score -235763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -235785.546875 Penalty: 3866.844971
	Iteration 52Q: 3 clusters Score -235785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -235827.265625 Penalty: 3866.844971
	Iteration 53Q: 3 clusters Score -235827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -235868.593750 Penalty: 3866.844971
	Iteration 54Q: 3 clusters Score -235868.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -235889.250000 Penalty: 3866.844971
	Iteration 55Q: 3 clusters Score -235889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -235892.656250 Penalty: 3866.844971
	Iteration 56Q: 3 clusters Score -235892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -235892.890625 Penalty: 3866.844971
	Iteration 57Q: 3 clusters Score -235892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -235892.890625 Penalty: 3866.844971
	Iteration 58F: 3 clusters Score -235892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210426 members 
Entering Unmasked Estep 
Score: -21665174.000000 Penalty: 3039.708496
	Iteration 0F: 2 clusters Score -2.166517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105593 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -21524220.000000 Penalty: 6079.416992
	Iteration 0F: 3 clusters Score -2.152422e+07 nChanged 101297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114062 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -21584096.000000 Penalty: 6079.416992
	Iteration 1F: 3 clusters Score -2.15841e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -21587266.000000 Penalty: 6079.416992
	Iteration 2Q: 3 clusters Score -2.158727e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129822 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -21593106.000000 Penalty: 6079.416992
	Iteration 3F: 3 clusters Score -2.159311e+07 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142895 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -21602956.000000 Penalty: 6079.416992
	Iteration 4F: 3 clusters Score -2.160296e+07 nChanged 17426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -21616730.000000 Penalty: 6079.416992
	Iteration 5F: 3 clusters Score -2.161673e+07 nChanged 16340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -21629544.000000 Penalty: 6079.416992
	Iteration 6F: 3 clusters Score -2.162954e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186730 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -21640534.000000 Penalty: 6079.416992
	Iteration 7F: 3 clusters Score -2.164053e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196814 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -21649724.000000 Penalty: 6079.416992
	Iteration 8Q: 3 clusters Score -2.164972e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203887 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -21656340.000000 Penalty: 6079.416992
	Iteration 9Q: 3 clusters Score -2.165634e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207888 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21660082.000000 Penalty: 6079.416992
	Iteration 10Q: 3 clusters Score -2.166008e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209432 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21661650.000000 Penalty: 6079.416992
	Iteration 11Q: 3 clusters Score -2.166165e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209916 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21662040.000000 Penalty: 6079.416992
	Iteration 12Q: 3 clusters Score -2.166204e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210068 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21662234.000000 Penalty: 6079.416992
	Iteration 13Q: 3 clusters Score -2.166223e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210123 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21662308.000000 Penalty: 6079.416992
	Iteration 14Q: 3 clusters Score -2.166231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21662346.000000 Penalty: 6079.416992
	Iteration 15Q: 3 clusters Score -2.166235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210170 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21662386.000000 Penalty: 6079.416992
	Iteration 16Q: 3 clusters Score -2.166239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210178 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21662416.000000 Penalty: 6079.416992
	Iteration 17Q: 3 clusters Score -2.166242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210177 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21662440.000000 Penalty: 6079.416992
	Iteration 18Q: 3 clusters Score -2.166244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21662450.000000 Penalty: 6079.416992
	Iteration 19Q: 3 clusters Score -2.166245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21662462.000000 Penalty: 6079.416992
	Iteration 20F: 3 clusters Score -2.166246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210188 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21662456.000000 Penalty: 6079.416992
	Iteration 21Q: 3 clusters Score -2.166246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21662470.000000 Penalty: 6079.416992
	Iteration 22Q: 3 clusters Score -2.166247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21662476.000000 Penalty: 6079.416992
	Iteration 23Q: 3 clusters Score -2.166248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21662480.000000 Penalty: 6079.416992
	Iteration 24Q: 3 clusters Score -2.166248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21662480.000000 Penalty: 6079.416992
	Iteration 25F: 3 clusters Score -2.166248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -788580.187500 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -788580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -782380.062500 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -782380.1 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -784193.375000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -784193.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -784566.187500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -784566.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -784853.000000 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -784853 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -785088.187500 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -785088.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -785293.687500 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -785293.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -785492.937500 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -785492.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -785706.750000 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -785706.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -785934.437500 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -785934.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -786148.000000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -786148 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -786357.625000 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -786357.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -786543.687500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -786543.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -786668.750000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -786668.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -786785.000000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -786785 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -786916.875000 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -786916.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -787040.687500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -787040.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -787139.187500 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -787139.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -787267.125000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -787267.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -787389.812500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -787389.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -787473.625000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -787473.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -787521.562500 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -787521.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -787547.625000 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -787547.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -787575.625000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -787575.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -787603.437500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -787603.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -787626.250000 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -787626.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -787653.062500 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -787653.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -787675.000000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -787675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -787697.500000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -787697.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -787721.250000 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -787721.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -787740.937500 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -787740.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -787754.000000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -787754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -787762.000000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -787762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -787771.187500 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -787771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -787778.250000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -787778.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -787784.250000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -787784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -787789.250000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -787789.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -787795.187500 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -787795.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -787799.750000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -787799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -787803.437500 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -787803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -787805.125000 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -787805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -787806.000000 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -787806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -787805.250000 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -787805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -787805.250000 Penalty: 4439.721680
	Iteration 42F: 3 clusters Score -787805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -269354.406250 Penalty: 1974.679077
	Iteration 0F: 2 clusters Score -269354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -266121.218750 Penalty: 3949.358154
	Iteration 0F: 3 clusters Score -266121.2 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266902.406250 Penalty: 3949.358154
	Iteration 1F: 3 clusters Score -266902.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -267241.125000 Penalty: 3949.358154
	Iteration 2F: 3 clusters Score -267241.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -267458.625000 Penalty: 3949.358154
	Iteration 3F: 3 clusters Score -267458.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -267586.718750 Penalty: 3949.358154
	Iteration 4F: 3 clusters Score -267586.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -267682.156250 Penalty: 3949.358154
	Iteration 5Q: 3 clusters Score -267682.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267743.375000 Penalty: 3949.358154
	Iteration 6Q: 3 clusters Score -267743.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -267798.218750 Penalty: 3949.358154
	Iteration 7Q: 3 clusters Score -267798.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -267845.281250 Penalty: 3949.358154
	Iteration 8Q: 3 clusters Score -267845.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -267879.656250 Penalty: 3949.358154
	Iteration 9Q: 3 clusters Score -267879.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -267904.812500 Penalty: 3949.358154
	Iteration 10Q: 3 clusters Score -267904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -267921.468750 Penalty: 3949.358154
	Iteration 11Q: 3 clusters Score -267921.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -267935.812500 Penalty: 3949.358154
	Iteration 12Q: 3 clusters Score -267935.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -267948.562500 Penalty: 3949.358154
	Iteration 13Q: 3 clusters Score -267948.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -267960.031250 Penalty: 3949.358154
	Iteration 14Q: 3 clusters Score -267960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267970.281250 Penalty: 3949.358154
	Iteration 15Q: 3 clusters Score -267970.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -267979.500000 Penalty: 3949.358154
	Iteration 16Q: 3 clusters Score -267979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -267983.937500 Penalty: 3949.358154
	Iteration 17Q: 3 clusters Score -267983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -267986.250000 Penalty: 3949.358154
	Iteration 18Q: 3 clusters Score -267986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -267987.593750 Penalty: 3949.358154
	Iteration 19Q: 3 clusters Score -267987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -267988.875000 Penalty: 3949.358154
	Iteration 20F: 3 clusters Score -267988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -267992.218750 Penalty: 3949.358154
	Iteration 21Q: 3 clusters Score -267992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -267994.093750 Penalty: 3949.358154
	Iteration 22Q: 3 clusters Score -267994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -267995.468750 Penalty: 3949.358154
	Iteration 23Q: 3 clusters Score -267995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -267996.875000 Penalty: 3949.358154
	Iteration 24Q: 3 clusters Score -267996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -267996.875000 Penalty: 3949.358154
	Iteration 25F: 3 clusters Score -267996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -904115.062500 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -904115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -897301.437500 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -897301.4 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -899127.250000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -899127.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -899423.562500 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -899423.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -899644.500000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -899644.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -899836.312500 Penalty: 4499.596680
	Iteration 4Q: 3 clusters Score -899836.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -900031.625000 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -900031.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -900262.250000 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -900262.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -900536.000000 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -900536 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -900855.250000 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -900855.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -901174.312500 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -901174.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -901475.250000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -901475.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -901706.750000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -901706.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -901880.500000 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -901880.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -902001.000000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -902001 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -902079.312500 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -902079.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -902131.687500 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -902131.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -902163.187500 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -902163.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -902188.312500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -902188.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -902206.562500 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -902206.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -902218.000000 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -902218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -902223.812500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -902223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -902227.937500 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -902227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -902228.437500 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -902228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -902231.500000 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -902231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -902234.125000 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -902234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -902236.125000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -902236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -902239.125000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -902239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -902240.000000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -902240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -902243.687500 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -902243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -902243.500000 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -902243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -902245.062500 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -902245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -902245.562500 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -902245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -902245.562500 Penalty: 4499.596680
	Iteration 32F: 3 clusters Score -902245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -504455.781250 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -504455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -499904.343750 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -499904.3 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -501047.000000 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -501047 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -501307.781250 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -501307.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -501488.625000 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -501488.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -501664.656250 Penalty: 4233.181641
	Iteration 4Q: 3 clusters Score -501664.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -501865.375000 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -501865.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -502028.906250 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -502028.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -502197.218750 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -502197.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -502359.156250 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -502359.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -502494.468750 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -502494.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -502634.562500 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -502634.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -502778.687500 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -502778.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -502947.187500 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -502947.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -503180.781250 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -503180.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -503427.312500 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -503427.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -503668.125000 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -503668.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -503774.843750 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -503774.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -503806.156250 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -503806.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -503821.406250 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -503821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -503823.156250 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -503823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -503824.843750 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -503824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -503826.000000 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -503826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -503826.375000 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -503826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -503826.375000 Penalty: 4233.181641
	Iteration 23F: 3 clusters Score -503826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Entering Unmasked Estep 
Score: -5807738.000000 Penalty: 2714.364502
	Iteration 0F: 2 clusters Score -5807738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5769638.500000 Penalty: 5428.729004
	Iteration 0F: 3 clusters Score -5769638 nChanged 26422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5784227.000000 Penalty: 5428.729004
	Iteration 1F: 3 clusters Score -5784227 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5784624.500000 Penalty: 5428.729004
	Iteration 2Q: 3 clusters Score -5784624 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -5784946.000000 Penalty: 5428.729004
	Iteration 3Q: 3 clusters Score -5784946 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -5785244.000000 Penalty: 5428.729004
	Iteration 4Q: 3 clusters Score -5785244 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5785601.500000 Penalty: 5428.729004
	Iteration 5Q: 3 clusters Score -5785602 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -5785990.500000 Penalty: 5428.729004
	Iteration 6Q: 3 clusters Score -5785990 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -5786615.000000 Penalty: 5428.729004
	Iteration 7Q: 3 clusters Score -5786615 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -5787385.000000 Penalty: 5428.729004
	Iteration 8Q: 3 clusters Score -5787385 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5788564.000000 Penalty: 5428.729004
	Iteration 9Q: 3 clusters Score -5788564 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -5790279.000000 Penalty: 5428.729004
	Iteration 10F: 3 clusters Score -5790279 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5792208.500000 Penalty: 5428.729004
	Iteration 11F: 3 clusters Score -5792208 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5794230.000000 Penalty: 5428.729004
	Iteration 12F: 3 clusters Score -5794230 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -5796312.500000 Penalty: 5428.729004
	Iteration 13F: 3 clusters Score -5796312 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5798396.500000 Penalty: 5428.729004
	Iteration 14F: 3 clusters Score -5798396 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5800457.500000 Penalty: 5428.729004
	Iteration 15Q: 3 clusters Score -5800458 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5802238.500000 Penalty: 5428.729004
	Iteration 16Q: 3 clusters Score -5802238 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5803570.000000 Penalty: 5428.729004
	Iteration 17Q: 3 clusters Score -5803570 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5804331.000000 Penalty: 5428.729004
	Iteration 18Q: 3 clusters Score -5804331 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5804803.500000 Penalty: 5428.729004
	Iteration 19Q: 3 clusters Score -5804804 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5805029.000000 Penalty: 5428.729004
	Iteration 20F: 3 clusters Score -5805029 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5805186.000000 Penalty: 5428.729004
	Iteration 21Q: 3 clusters Score -5805186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5805298.000000 Penalty: 5428.729004
	Iteration 22Q: 3 clusters Score -5805298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5805373.000000 Penalty: 5428.729004
	Iteration 23Q: 3 clusters Score -5805373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5805415.000000 Penalty: 5428.729004
	Iteration 24Q: 3 clusters Score -5805415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5805431.000000 Penalty: 5428.729004
	Iteration 25Q: 3 clusters Score -5805431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5805444.000000 Penalty: 5428.729004
	Iteration 26Q: 3 clusters Score -5805444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5805456.500000 Penalty: 5428.729004
	Iteration 27Q: 3 clusters Score -5805456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5805468.000000 Penalty: 5428.729004
	Iteration 28Q: 3 clusters Score -5805468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5805473.000000 Penalty: 5428.729004
	Iteration 29Q: 3 clusters Score -5805473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5805471.000000 Penalty: 5428.729004
	Iteration 30Q: 3 clusters Score -5805471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5805486.000000 Penalty: 5428.729004
	Iteration 31Q: 3 clusters Score -5805486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5805485.500000 Penalty: 5428.729004
	Iteration 32Q: 3 clusters Score -5805486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5805482.500000 Penalty: 5428.729004
	Iteration 33Q: 3 clusters Score -5805482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5805482.500000 Penalty: 5428.729004
	Iteration 34F: 3 clusters Score -5805482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Entering Unmasked Estep 
Score: -892281.500000 Penalty: 2251.784424
	Iteration 0F: 2 clusters Score -892281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -885415.437500 Penalty: 4503.568848
	Iteration 0F: 3 clusters Score -885415.4 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -887244.687500 Penalty: 4503.568848
	Iteration 1F: 3 clusters Score -887244.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -887514.875000 Penalty: 4503.568848
	Iteration 2F: 3 clusters Score -887514.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -887700.562500 Penalty: 4503.568848
	Iteration 3Q: 3 clusters Score -887700.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -887846.687500 Penalty: 4503.568848
	Iteration 4Q: 3 clusters Score -887846.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -887986.937500 Penalty: 4503.568848
	Iteration 5Q: 3 clusters Score -887986.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -888120.000000 Penalty: 4503.568848
	Iteration 6Q: 3 clusters Score -888120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -888244.375000 Penalty: 4503.568848
	Iteration 7Q: 3 clusters Score -888244.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -888365.250000 Penalty: 4503.568848
	Iteration 8Q: 3 clusters Score -888365.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -888518.187500 Penalty: 4503.568848
	Iteration 9Q: 3 clusters Score -888518.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -888704.187500 Penalty: 4503.568848
	Iteration 10Q: 3 clusters Score -888704.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -888896.125000 Penalty: 4503.568848
	Iteration 11Q: 3 clusters Score -888896.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -889099.437500 Penalty: 4503.568848
	Iteration 12Q: 3 clusters Score -889099.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -889330.750000 Penalty: 4503.568848
	Iteration 13Q: 3 clusters Score -889330.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -889538.500000 Penalty: 4503.568848
	Iteration 14Q: 3 clusters Score -889538.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -889738.812500 Penalty: 4503.568848
	Iteration 15Q: 3 clusters Score -889738.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -889885.750000 Penalty: 4503.568848
	Iteration 16Q: 3 clusters Score -889885.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -889990.375000 Penalty: 4503.568848
	Iteration 17Q: 3 clusters Score -889990.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -890073.562500 Penalty: 4503.568848
	Iteration 18Q: 3 clusters Score -890073.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -890160.375000 Penalty: 4503.568848
	Iteration 19Q: 3 clusters Score -890160.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -890217.375000 Penalty: 4503.568848
	Iteration 20F: 3 clusters Score -890217.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -890257.500000 Penalty: 4503.568848
	Iteration 21Q: 3 clusters Score -890257.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -890287.187500 Penalty: 4503.568848
	Iteration 22Q: 3 clusters Score -890287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -890304.500000 Penalty: 4503.568848
	Iteration 23Q: 3 clusters Score -890304.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -890318.187500 Penalty: 4503.568848
	Iteration 24Q: 3 clusters Score -890318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -890323.312500 Penalty: 4503.568848
	Iteration 25Q: 3 clusters Score -890323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -890329.750000 Penalty: 4503.568848
	Iteration 26Q: 3 clusters Score -890329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -890336.937500 Penalty: 4503.568848
	Iteration 27Q: 3 clusters Score -890336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -890347.687500 Penalty: 4503.568848
	Iteration 28Q: 3 clusters Score -890347.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -890352.187500 Penalty: 4503.568848
	Iteration 29Q: 3 clusters Score -890352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -890360.500000 Penalty: 4503.568848
	Iteration 30Q: 3 clusters Score -890360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -890370.375000 Penalty: 4503.568848
	Iteration 31Q: 3 clusters Score -890370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -890374.625000 Penalty: 4503.568848
	Iteration 32Q: 3 clusters Score -890374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -890382.125000 Penalty: 4503.568848
	Iteration 33Q: 3 clusters Score -890382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -890388.062500 Penalty: 4503.568848
	Iteration 34Q: 3 clusters Score -890388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -890387.875000 Penalty: 4503.568848
	Iteration 35Q: 3 clusters Score -890387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -890387.125000 Penalty: 4503.568848
	Iteration 36Q: 3 clusters Score -890387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -890387.125000 Penalty: 4503.568848
	Iteration 37F: 3 clusters Score -890387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -435385.187500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -435385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -431279.281250 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -431279.3 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -432234.312500 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -432234.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -432483.156250 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -432483.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -432644.968750 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -432645 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -432739.562500 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -432739.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -432798.625000 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -432798.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -432839.812500 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -432839.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -432874.593750 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -432874.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -432906.281250 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -432906.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -432931.843750 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -432931.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -432965.000000 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -432965 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -432995.406250 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -432995.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -433021.375000 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -433021.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -433045.375000 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -433045.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -433065.093750 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -433065.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -433082.843750 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -433082.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -433097.906250 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -433097.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -433109.156250 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -433109.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -433124.312500 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -433124.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -433137.437500 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -433137.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -433148.187500 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -433148.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -433159.906250 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -433159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -433173.281250 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -433173.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -433185.968750 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -433186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -433201.343750 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -433201.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -433216.031250 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -433216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -433230.750000 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -433230.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -433240.468750 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -433240.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -433248.406250 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -433248.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -433257.750000 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -433257.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -433270.156250 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -433270.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -433278.843750 Penalty: 4156.706543
	Iteration 31Q: 3 clusters Score -433278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -433287.156250 Penalty: 4156.706543
	Iteration 32Q: 3 clusters Score -433287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -433294.906250 Penalty: 4156.706543
	Iteration 33Q: 3 clusters Score -433294.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -433299.437500 Penalty: 4156.706543
	Iteration 34Q: 3 clusters Score -433299.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -433303.687500 Penalty: 4156.706543
	Iteration 35Q: 3 clusters Score -433303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -433306.281250 Penalty: 4156.706543
	Iteration 36Q: 3 clusters Score -433306.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -433309.625000 Penalty: 4156.706543
	Iteration 37Q: 3 clusters Score -433309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -433313.000000 Penalty: 4156.706543
	Iteration 38Q: 3 clusters Score -433313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -433314.906250 Penalty: 4156.706543
	Iteration 39Q: 3 clusters Score -433314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -433315.406250 Penalty: 4156.706543
	Iteration 40F: 3 clusters Score -433315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -433315.812500 Penalty: 4156.706543
	Iteration 41Q: 3 clusters Score -433315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -433317.031250 Penalty: 4156.706543
	Iteration 42Q: 3 clusters Score -433317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -433317.312500 Penalty: 4156.706543
	Iteration 43Q: 3 clusters Score -433317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -433318.156250 Penalty: 4156.706543
	Iteration 44Q: 3 clusters Score -433318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -433319.531250 Penalty: 4156.706543
	Iteration 45Q: 3 clusters Score -433319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -433319.812500 Penalty: 4156.706543
	Iteration 46Q: 3 clusters Score -433319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -433319.937500 Penalty: 4156.706543
	Iteration 47Q: 3 clusters Score -433319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -433321.062500 Penalty: 4156.706543
	Iteration 48Q: 3 clusters Score -433321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -433321.531250 Penalty: 4156.706543
	Iteration 49Q: 3 clusters Score -433321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -433321.625000 Penalty: 4156.706543
	Iteration 50Q: 3 clusters Score -433321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -433321.625000 Penalty: 4156.706543
	Iteration 51F: 3 clusters Score -433321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -695260.812500 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -695260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -689342.000000 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -689342 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -690893.687500 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -690893.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -691155.125000 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -691155.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -691356.062500 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -691356.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -691539.375000 Penalty: 4402.419434
	Iteration 4Q: 3 clusters Score -691539.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -691724.687500 Penalty: 4402.419434
	Iteration 5Q: 3 clusters Score -691724.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -691927.437500 Penalty: 4402.419434
	Iteration 6Q: 3 clusters Score -691927.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -692130.250000 Penalty: 4402.419434
	Iteration 7Q: 3 clusters Score -692130.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -692301.000000 Penalty: 4402.419434
	Iteration 8Q: 3 clusters Score -692301 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -692480.812500 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -692480.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -692681.312500 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -692681.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -692900.812500 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -692900.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -693156.000000 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -693156 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -693441.500000 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -693441.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -693692.625000 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -693692.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -693892.750000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -693892.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -694094.562500 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -694094.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -694327.437500 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -694327.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -694560.625000 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -694560.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -694699.000000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -694699 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -694786.750000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -694786.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -694829.125000 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -694829.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -694850.062500 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -694850.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -694868.187500 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -694868.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -694876.312500 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -694876.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -694887.937500 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -694887.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -694891.750000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -694891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -694897.500000 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -694897.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -694903.062500 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -694903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -694906.125000 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -694906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -694908.312500 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -694908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -694909.750000 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -694909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -694911.437500 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -694911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -694914.750000 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -694914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -694915.562500 Penalty: 4402.419434
	Iteration 34Q: 3 clusters Score -694915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -694916.562500 Penalty: 4402.419434
	Iteration 35Q: 3 clusters Score -694916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -694919.000000 Penalty: 4402.419434
	Iteration 36Q: 3 clusters Score -694919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -694917.687500 Penalty: 4402.419434
	Iteration 37Q: 3 clusters Score -694917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -694919.375000 Penalty: 4402.419434
	Iteration 38Q: 3 clusters Score -694919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -694919.375000 Penalty: 4402.419434
	Iteration 39F: 3 clusters Score -694919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -182594.750000 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -182594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -180081.890625 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -180081.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -180552.046875 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -180552 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -180704.265625 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -180704.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -180793.156250 Penalty: 3729.229248
	Iteration 3F: 3 clusters Score -180793.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -180869.406250 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -180869.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -180979.765625 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -180979.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -181094.609375 Penalty: 3729.229248
	Iteration 6F: 3 clusters Score -181094.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -181200.093750 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -181200.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -181298.015625 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -181298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -181403.625000 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -181403.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -181489.453125 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -181489.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -181574.109375 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -181574.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -181636.015625 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -181636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -181672.359375 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -181672.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -181689.671875 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -181689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -181695.890625 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -181695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -181699.765625 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -181699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -181703.468750 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -181703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -181703.953125 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -181704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -181703.953125 Penalty: 3729.229248
	Iteration 19F: 3 clusters Score -181704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -829735.375000 Penalty: 2228.359375
	Iteration 0F: 2 clusters Score -829735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -823322.562500 Penalty: 4456.718750
	Iteration 0F: 3 clusters Score -823322.6 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -825056.562500 Penalty: 4456.718750
	Iteration 1F: 3 clusters Score -825056.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -825343.812500 Penalty: 4456.718750
	Iteration 2F: 3 clusters Score -825343.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -825522.000000 Penalty: 4456.718750
	Iteration 3Q: 3 clusters Score -825522 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -825671.687500 Penalty: 4456.718750
	Iteration 4Q: 3 clusters Score -825671.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -825772.812500 Penalty: 4456.718750
	Iteration 5Q: 3 clusters Score -825772.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -825867.312500 Penalty: 4456.718750
	Iteration 6Q: 3 clusters Score -825867.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -825967.875000 Penalty: 4456.718750
	Iteration 7Q: 3 clusters Score -825967.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -826066.375000 Penalty: 4456.718750
	Iteration 8Q: 3 clusters Score -826066.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -826163.375000 Penalty: 4456.718750
	Iteration 9Q: 3 clusters Score -826163.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -826264.875000 Penalty: 4456.718750
	Iteration 10Q: 3 clusters Score -826264.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -826373.250000 Penalty: 4456.718750
	Iteration 11Q: 3 clusters Score -826373.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -826498.687500 Penalty: 4456.718750
	Iteration 12Q: 3 clusters Score -826498.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -826603.625000 Penalty: 4456.718750
	Iteration 13Q: 3 clusters Score -826603.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -826711.812500 Penalty: 4456.718750
	Iteration 14Q: 3 clusters Score -826711.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -826831.375000 Penalty: 4456.718750
	Iteration 15Q: 3 clusters Score -826831.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -826948.250000 Penalty: 4456.718750
	Iteration 16Q: 3 clusters Score -826948.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -827059.562500 Penalty: 4456.718750
	Iteration 17Q: 3 clusters Score -827059.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -827171.500000 Penalty: 4456.718750
	Iteration 18Q: 3 clusters Score -827171.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -827263.375000 Penalty: 4456.718750
	Iteration 19Q: 3 clusters Score -827263.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -827343.375000 Penalty: 4456.718750
	Iteration 20F: 3 clusters Score -827343.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -827412.187500 Penalty: 4456.718750
	Iteration 21Q: 3 clusters Score -827412.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -827472.750000 Penalty: 4456.718750
	Iteration 22Q: 3 clusters Score -827472.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -827518.562500 Penalty: 4456.718750
	Iteration 23Q: 3 clusters Score -827518.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -827561.062500 Penalty: 4456.718750
	Iteration 24Q: 3 clusters Score -827561.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -827597.000000 Penalty: 4456.718750
	Iteration 25Q: 3 clusters Score -827597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -827628.312500 Penalty: 4456.718750
	Iteration 26Q: 3 clusters Score -827628.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -827651.875000 Penalty: 4456.718750
	Iteration 27Q: 3 clusters Score -827651.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -827668.562500 Penalty: 4456.718750
	Iteration 28Q: 3 clusters Score -827668.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -827688.312500 Penalty: 4456.718750
	Iteration 29Q: 3 clusters Score -827688.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -827711.812500 Penalty: 4456.718750
	Iteration 30Q: 3 clusters Score -827711.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -827726.437500 Penalty: 4456.718750
	Iteration 31Q: 3 clusters Score -827726.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -827742.625000 Penalty: 4456.718750
	Iteration 32Q: 3 clusters Score -827742.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -827751.437500 Penalty: 4456.718750
	Iteration 33Q: 3 clusters Score -827751.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -827756.625000 Penalty: 4456.718750
	Iteration 34Q: 3 clusters Score -827756.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -827768.750000 Penalty: 4456.718750
	Iteration 35Q: 3 clusters Score -827768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -827778.625000 Penalty: 4456.718750
	Iteration 36Q: 3 clusters Score -827778.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -827790.000000 Penalty: 4456.718750
	Iteration 37Q: 3 clusters Score -827790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -827797.187500 Penalty: 4456.718750
	Iteration 38Q: 3 clusters Score -827797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -827801.812500 Penalty: 4456.718750
	Iteration 39Q: 3 clusters Score -827801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -827807.125000 Penalty: 4456.718750
	Iteration 40F: 3 clusters Score -827807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -827809.750000 Penalty: 4456.718750
	Iteration 41Q: 3 clusters Score -827809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -827815.875000 Penalty: 4456.718750
	Iteration 42Q: 3 clusters Score -827815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -827817.000000 Penalty: 4456.718750
	Iteration 43Q: 3 clusters Score -827817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -827816.812500 Penalty: 4456.718750
	Iteration 44Q: 3 clusters Score -827816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -827816.562500 Penalty: 4456.718750
	Iteration 45Q: 3 clusters Score -827816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -827817.937500 Penalty: 4456.718750
	Iteration 46Q: 3 clusters Score -827817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -827817.937500 Penalty: 4456.718750
	Iteration 47F: 3 clusters Score -827817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Entering Unmasked Estep 
Score: -697670.312500 Penalty: 2206.048096
	Iteration 0F: 2 clusters Score -697670.3 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 3629 members 
Entering Unmasked Estep 
Score: -691730.937500 Penalty: 4412.096191
	Iteration 0F: 3 clusters Score -691730.9 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -693360.875000 Penalty: 4412.096191
	Iteration 1F: 3 clusters Score -693360.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -693651.875000 Penalty: 4412.096191
	Iteration 2F: 3 clusters Score -693651.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -693849.500000 Penalty: 4412.096191
	Iteration 3F: 3 clusters Score -693849.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -693995.000000 Penalty: 4412.096191
	Iteration 4Q: 3 clusters Score -693995 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -694128.312500 Penalty: 4412.096191
	Iteration 5Q: 3 clusters Score -694128.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -694267.437500 Penalty: 4412.096191
	Iteration 6Q: 3 clusters Score -694267.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -694418.500000 Penalty: 4412.096191
	Iteration 7Q: 3 clusters Score -694418.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -694575.375000 Penalty: 4412.096191
	Iteration 8Q: 3 clusters Score -694575.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -694760.250000 Penalty: 4412.096191
	Iteration 9Q: 3 clusters Score -694760.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -694941.937500 Penalty: 4412.096191
	Iteration 10Q: 3 clusters Score -694941.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -695128.937500 Penalty: 4412.096191
	Iteration 11Q: 3 clusters Score -695128.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -695305.937500 Penalty: 4412.096191
	Iteration 12Q: 3 clusters Score -695305.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -695451.125000 Penalty: 4412.096191
	Iteration 13Q: 3 clusters Score -695451.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -695567.687500 Penalty: 4412.096191
	Iteration 14Q: 3 clusters Score -695567.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -695658.625000 Penalty: 4412.096191
	Iteration 15Q: 3 clusters Score -695658.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -695736.562500 Penalty: 4412.096191
	Iteration 16Q: 3 clusters Score -695736.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -695803.687500 Penalty: 4412.096191
	Iteration 17Q: 3 clusters Score -695803.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -695848.937500 Penalty: 4412.096191
	Iteration 18Q: 3 clusters Score -695848.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -695891.750000 Penalty: 4412.096191
	Iteration 19Q: 3 clusters Score -695891.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -695922.625000 Penalty: 4412.096191
	Iteration 20F: 3 clusters Score -695922.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -695949.062500 Penalty: 4412.096191
	Iteration 21Q: 3 clusters Score -695949.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -695979.875000 Penalty: 4412.096191
	Iteration 22Q: 3 clusters Score -695979.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -696016.875000 Penalty: 4412.096191
	Iteration 23Q: 3 clusters Score -696016.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -696044.187500 Penalty: 4412.096191
	Iteration 24Q: 3 clusters Score -696044.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -696068.625000 Penalty: 4412.096191
	Iteration 25Q: 3 clusters Score -696068.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -696097.937500 Penalty: 4412.096191
	Iteration 26Q: 3 clusters Score -696097.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -696118.875000 Penalty: 4412.096191
	Iteration 27Q: 3 clusters Score -696118.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -696140.562500 Penalty: 4412.096191
	Iteration 28Q: 3 clusters Score -696140.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -696157.250000 Penalty: 4412.096191
	Iteration 29Q: 3 clusters Score -696157.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -696170.875000 Penalty: 4412.096191
	Iteration 30Q: 3 clusters Score -696170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -696178.125000 Penalty: 4412.096191
	Iteration 31Q: 3 clusters Score -696178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -696180.562500 Penalty: 4412.096191
	Iteration 32Q: 3 clusters Score -696180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -696187.437500 Penalty: 4412.096191
	Iteration 33Q: 3 clusters Score -696187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -696189.812500 Penalty: 4412.096191
	Iteration 34Q: 3 clusters Score -696189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -696192.750000 Penalty: 4412.096191
	Iteration 35Q: 3 clusters Score -696192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -696193.750000 Penalty: 4412.096191
	Iteration 36Q: 3 clusters Score -696193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -696197.250000 Penalty: 4412.096191
	Iteration 37Q: 3 clusters Score -696197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -696198.000000 Penalty: 4412.096191
	Iteration 38Q: 3 clusters Score -696198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -696199.187500 Penalty: 4412.096191
	Iteration 39Q: 3 clusters Score -696199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -696201.062500 Penalty: 4412.096191
	Iteration 40F: 3 clusters Score -696201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -696200.437500 Penalty: 4412.096191
	Iteration 41Q: 3 clusters Score -696200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -696200.500000 Penalty: 4412.096191
	Iteration 42Q: 3 clusters Score -696200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -696200.500000 Penalty: 4412.096191
	Iteration 43F: 3 clusters Score -696200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Entering Unmasked Estep 
Score: -1506731.000000 Penalty: 2384.289551
	Iteration 0F: 2 clusters Score -1506731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1495847.750000 Penalty: 4768.579102
	Iteration 0F: 3 clusters Score -1495848 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1499331.500000 Penalty: 4768.579102
	Iteration 1F: 3 clusters Score -1499332 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1499686.000000 Penalty: 4768.579102
	Iteration 2F: 3 clusters Score -1499686 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1499960.250000 Penalty: 4768.579102
	Iteration 3Q: 3 clusters Score -1499960 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1500214.000000 Penalty: 4768.579102
	Iteration 4Q: 3 clusters Score -1500214 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1500456.625000 Penalty: 4768.579102
	Iteration 5Q: 3 clusters Score -1500457 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1500685.875000 Penalty: 4768.579102
	Iteration 6Q: 3 clusters Score -1500686 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1500889.000000 Penalty: 4768.579102
	Iteration 7Q: 3 clusters Score -1500889 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1501057.500000 Penalty: 4768.579102
	Iteration 8Q: 3 clusters Score -1501058 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1501219.875000 Penalty: 4768.579102
	Iteration 9Q: 3 clusters Score -1501220 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1501385.500000 Penalty: 4768.579102
	Iteration 10Q: 3 clusters Score -1501386 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1501569.875000 Penalty: 4768.579102
	Iteration 11Q: 3 clusters Score -1501570 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1501783.000000 Penalty: 4768.579102
	Iteration 12Q: 3 clusters Score -1501783 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1502032.125000 Penalty: 4768.579102
	Iteration 13Q: 3 clusters Score -1502032 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1502344.750000 Penalty: 4768.579102
	Iteration 14Q: 3 clusters Score -1502345 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1502698.375000 Penalty: 4768.579102
	Iteration 15Q: 3 clusters Score -1502698 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1503104.000000 Penalty: 4768.579102
	Iteration 16Q: 3 clusters Score -1503104 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1503494.250000 Penalty: 4768.579102
	Iteration 17Q: 3 clusters Score -1503494 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1503834.375000 Penalty: 4768.579102
	Iteration 18Q: 3 clusters Score -1503834 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1504094.500000 Penalty: 4768.579102
	Iteration 19Q: 3 clusters Score -1504094 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1504261.125000 Penalty: 4768.579102
	Iteration 20F: 3 clusters Score -1504261 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1504386.625000 Penalty: 4768.579102
	Iteration 21Q: 3 clusters Score -1504387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1504460.125000 Penalty: 4768.579102
	Iteration 22Q: 3 clusters Score -1504460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1504519.750000 Penalty: 4768.579102
	Iteration 23Q: 3 clusters Score -1504520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1504565.250000 Penalty: 4768.579102
	Iteration 24Q: 3 clusters Score -1504565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1504606.250000 Penalty: 4768.579102
	Iteration 25Q: 3 clusters Score -1504606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1504639.250000 Penalty: 4768.579102
	Iteration 26Q: 3 clusters Score -1504639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1504658.750000 Penalty: 4768.579102
	Iteration 27Q: 3 clusters Score -1504659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1504669.500000 Penalty: 4768.579102
	Iteration 28Q: 3 clusters Score -1504670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1504684.000000 Penalty: 4768.579102
	Iteration 29Q: 3 clusters Score -1504684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1504688.250000 Penalty: 4768.579102
	Iteration 30Q: 3 clusters Score -1504688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1504687.500000 Penalty: 4768.579102
	Iteration 31Q: 3 clusters Score -1504688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1504690.000000 Penalty: 4768.579102
	Iteration 32Q: 3 clusters Score -1504690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1504693.250000 Penalty: 4768.579102
	Iteration 33Q: 3 clusters Score -1504693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1504693.500000 Penalty: 4768.579102
	Iteration 34Q: 3 clusters Score -1504694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1504700.375000 Penalty: 4768.579102
	Iteration 35Q: 3 clusters Score -1504700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1504701.250000 Penalty: 4768.579102
	Iteration 36Q: 3 clusters Score -1504701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1504706.000000 Penalty: 4768.579102
	Iteration 37Q: 3 clusters Score -1504706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1504706.000000 Penalty: 4768.579102
	Iteration 38Q: 3 clusters Score -1504706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1504706.875000 Penalty: 4768.579102
	Iteration 39Q: 3 clusters Score -1504707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1504708.750000 Penalty: 4768.579102
	Iteration 40F: 3 clusters Score -1504709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1504709.500000 Penalty: 4768.579102
	Iteration 41Q: 3 clusters Score -1504710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1504710.375000 Penalty: 4768.579102
	Iteration 42Q: 3 clusters Score -1504710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1504710.375000 Penalty: 4768.579102
	Iteration 43F: 3 clusters Score -1504710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -124320.257812 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -124320.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122083.945312 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -122083.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -122507.023438 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -122507 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -122627.890625 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -122627.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122705.632812 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -122705.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122778.140625 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -122778.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122829.500000 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -122829.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122874.062500 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -122874.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122916.359375 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -122916.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122965.054688 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -122965.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123011.562500 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -123011.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123048.250000 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -123048.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123107.078125 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -123107.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123155.617188 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -123155.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123173.992188 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -123174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123192.476562 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -123192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123206.945312 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -123206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123223.687500 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -123223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123242.812500 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -123242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123267.523438 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -123267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123288.132812 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -123288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123295.117188 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -123295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123300.765625 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -123300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123308.539062 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -123308.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123313.039062 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -123313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123316.437500 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -123316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123320.945312 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -123320.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -123330.132812 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -123330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123344.367188 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -123344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123358.109375 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -123358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123362.796875 Penalty: 3601.915771
	Iteration 29Q: 3 clusters Score -123362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123366.000000 Penalty: 3601.915771
	Iteration 30Q: 3 clusters Score -123366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -123366.609375 Penalty: 3601.915771
	Iteration 31Q: 3 clusters Score -123366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123367.257812 Penalty: 3601.915771
	Iteration 32Q: 3 clusters Score -123367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123367.257812 Penalty: 3601.915771
	Iteration 33F: 3 clusters Score -123367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Entering Unmasked Estep 
Score: -4397390.500000 Penalty: 2646.137207
	Iteration 0F: 2 clusters Score -4397390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4368436.500000 Penalty: 5292.274414
	Iteration 0F: 3 clusters Score -4368436 nChanged 19698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4379457.000000 Penalty: 5292.274414
	Iteration 1F: 3 clusters Score -4379457 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4380419.500000 Penalty: 5292.274414
	Iteration 2F: 3 clusters Score -4380420 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -4381720.500000 Penalty: 5292.274414
	Iteration 3F: 3 clusters Score -4381720 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4383317.500000 Penalty: 5292.274414
	Iteration 4F: 3 clusters Score -4383318 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4384971.000000 Penalty: 5292.274414
	Iteration 5F: 3 clusters Score -4384971 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -4386402.000000 Penalty: 5292.274414
	Iteration 6F: 3 clusters Score -4386402 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4387368.500000 Penalty: 5292.274414
	Iteration 7F: 3 clusters Score -4387368 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4388136.000000 Penalty: 5292.274414
	Iteration 8Q: 3 clusters Score -4388136 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4388816.000000 Penalty: 5292.274414
	Iteration 9Q: 3 clusters Score -4388816 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4389578.000000 Penalty: 5292.274414
	Iteration 10Q: 3 clusters Score -4389578 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4390412.000000 Penalty: 5292.274414
	Iteration 11Q: 3 clusters Score -4390412 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4391286.000000 Penalty: 5292.274414
	Iteration 12Q: 3 clusters Score -4391286 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4392127.500000 Penalty: 5292.274414
	Iteration 13Q: 3 clusters Score -4392128 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4392755.500000 Penalty: 5292.274414
	Iteration 14Q: 3 clusters Score -4392756 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4393151.000000 Penalty: 5292.274414
	Iteration 15Q: 3 clusters Score -4393151 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -4393439.500000 Penalty: 5292.274414
	Iteration 16Q: 3 clusters Score -4393440 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4393676.000000 Penalty: 5292.274414
	Iteration 17Q: 3 clusters Score -4393676 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4393872.000000 Penalty: 5292.274414
	Iteration 18Q: 3 clusters Score -4393872 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4394026.000000 Penalty: 5292.274414
	Iteration 19Q: 3 clusters Score -4394026 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4394196.000000 Penalty: 5292.274414
	Iteration 20F: 3 clusters Score -4394196 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -4394338.500000 Penalty: 5292.274414
	Iteration 21Q: 3 clusters Score -4394338 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4394445.500000 Penalty: 5292.274414
	Iteration 22Q: 3 clusters Score -4394446 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4394548.000000 Penalty: 5292.274414
	Iteration 23Q: 3 clusters Score -4394548 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4394625.500000 Penalty: 5292.274414
	Iteration 24Q: 3 clusters Score -4394626 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -4394693.000000 Penalty: 5292.274414
	Iteration 25Q: 3 clusters Score -4394693 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -4394739.500000 Penalty: 5292.274414
	Iteration 26Q: 3 clusters Score -4394740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4394777.000000 Penalty: 5292.274414
	Iteration 27Q: 3 clusters Score -4394777 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4394825.000000 Penalty: 5292.274414
	Iteration 28Q: 3 clusters Score -4394825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4394866.500000 Penalty: 5292.274414
	Iteration 29Q: 3 clusters Score -4394866 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4394897.500000 Penalty: 5292.274414
	Iteration 30Q: 3 clusters Score -4394898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4394913.500000 Penalty: 5292.274414
	Iteration 31Q: 3 clusters Score -4394914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4394961.500000 Penalty: 5292.274414
	Iteration 32Q: 3 clusters Score -4394962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4394987.500000 Penalty: 5292.274414
	Iteration 33Q: 3 clusters Score -4394988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -4395011.000000 Penalty: 5292.274414
	Iteration 34Q: 3 clusters Score -4395011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -4395037.500000 Penalty: 5292.274414
	Iteration 35Q: 3 clusters Score -4395038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4395052.500000 Penalty: 5292.274414
	Iteration 36Q: 3 clusters Score -4395052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -4395062.500000 Penalty: 5292.274414
	Iteration 37Q: 3 clusters Score -4395062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4395079.500000 Penalty: 5292.274414
	Iteration 38Q: 3 clusters Score -4395080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4395090.000000 Penalty: 5292.274414
	Iteration 39Q: 3 clusters Score -4395090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -4395107.500000 Penalty: 5292.274414
	Iteration 40F: 3 clusters Score -4395108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -4395107.000000 Penalty: 5292.274414
	Iteration 41Q: 3 clusters Score -4395107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -4395114.500000 Penalty: 5292.274414
	Iteration 42Q: 3 clusters Score -4395114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -4395131.500000 Penalty: 5292.274414
	Iteration 43Q: 3 clusters Score -4395132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -4395133.000000 Penalty: 5292.274414
	Iteration 44Q: 3 clusters Score -4395133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4395141.000000 Penalty: 5292.274414
	Iteration 45Q: 3 clusters Score -4395141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -4395161.000000 Penalty: 5292.274414
	Iteration 46Q: 3 clusters Score -4395161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -4395163.500000 Penalty: 5292.274414
	Iteration 47Q: 3 clusters Score -4395164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4395173.000000 Penalty: 5292.274414
	Iteration 48Q: 3 clusters Score -4395173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -4395171.500000 Penalty: 5292.274414
	Iteration 49Q: 3 clusters Score -4395172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -4395177.500000 Penalty: 5292.274414
	Iteration 50Q: 3 clusters Score -4395178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4395176.000000 Penalty: 5292.274414
	Iteration 51Q: 3 clusters Score -4395176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -4395176.000000 Penalty: 5292.274414
	Iteration 52Q: 3 clusters Score -4395176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -4395182.000000 Penalty: 5292.274414
	Iteration 53Q: 3 clusters Score -4395182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -4395176.000000 Penalty: 5292.274414
	Iteration 54Q: 3 clusters Score -4395176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4395175.500000 Penalty: 5292.274414
	Iteration 55Q: 3 clusters Score -4395176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -4395182.000000 Penalty: 5292.274414
	Iteration 56Q: 3 clusters Score -4395182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -4395179.500000 Penalty: 5292.274414
	Iteration 57Q: 3 clusters Score -4395180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -4395180.000000 Penalty: 5292.274414
	Iteration 58Q: 3 clusters Score -4395180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4395181.000000 Penalty: 5292.274414
	Iteration 59Q: 3 clusters Score -4395181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -4395178.500000 Penalty: 5292.274414
	Iteration 60F: 3 clusters Score -4395178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4395179.500000 Penalty: 5292.274414
	Iteration 61Q: 3 clusters Score -4395180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4395179.500000 Penalty: 5292.274414
	Iteration 62F: 3 clusters Score -4395180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -488499.312500 Penalty: 2115.369141
	Iteration 0F: 2 clusters Score -488499.3 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 2458 members 
Entering Unmasked Estep 
Score: -483903.812500 Penalty: 4230.738281
	Iteration 0F: 3 clusters Score -483903.8 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -485024.593750 Penalty: 4230.738281
	Iteration 1F: 3 clusters Score -485024.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -485443.187500 Penalty: 4230.738281
	Iteration 2F: 3 clusters Score -485443.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -485872.187500 Penalty: 4230.738281
	Iteration 3F: 3 clusters Score -485872.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -486300.812500 Penalty: 4230.738281
	Iteration 4F: 3 clusters Score -486300.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -486702.718750 Penalty: 4230.738281
	Iteration 5F: 3 clusters Score -486702.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -487048.843750 Penalty: 4230.738281
	Iteration 6F: 3 clusters Score -487048.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -487271.718750 Penalty: 4230.738281
	Iteration 7F: 3 clusters Score -487271.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -487420.093750 Penalty: 4230.738281
	Iteration 8Q: 3 clusters Score -487420.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -487541.937500 Penalty: 4230.738281
	Iteration 9Q: 3 clusters Score -487541.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -487634.968750 Penalty: 4230.738281
	Iteration 10Q: 3 clusters Score -487635 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -487721.687500 Penalty: 4230.738281
	Iteration 11Q: 3 clusters Score -487721.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -487781.093750 Penalty: 4230.738281
	Iteration 12Q: 3 clusters Score -487781.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -487824.031250 Penalty: 4230.738281
	Iteration 13Q: 3 clusters Score -487824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -487862.906250 Penalty: 4230.738281
	Iteration 14Q: 3 clusters Score -487862.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -487887.937500 Penalty: 4230.738281
	Iteration 15Q: 3 clusters Score -487887.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -487910.437500 Penalty: 4230.738281
	Iteration 16Q: 3 clusters Score -487910.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -487933.718750 Penalty: 4230.738281
	Iteration 17Q: 3 clusters Score -487933.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -487949.437500 Penalty: 4230.738281
	Iteration 18Q: 3 clusters Score -487949.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -487962.781250 Penalty: 4230.738281
	Iteration 19Q: 3 clusters Score -487962.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -487977.875000 Penalty: 4230.738281
	Iteration 20F: 3 clusters Score -487977.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -487990.937500 Penalty: 4230.738281
	Iteration 21Q: 3 clusters Score -487990.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -488000.468750 Penalty: 4230.738281
	Iteration 22Q: 3 clusters Score -488000.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -488010.281250 Penalty: 4230.738281
	Iteration 23Q: 3 clusters Score -488010.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -488016.375000 Penalty: 4230.738281
	Iteration 24Q: 3 clusters Score -488016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -488020.187500 Penalty: 4230.738281
	Iteration 25Q: 3 clusters Score -488020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -488030.093750 Penalty: 4230.738281
	Iteration 26Q: 3 clusters Score -488030.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -488044.781250 Penalty: 4230.738281
	Iteration 27Q: 3 clusters Score -488044.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -488061.812500 Penalty: 4230.738281
	Iteration 28Q: 3 clusters Score -488061.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -488081.875000 Penalty: 4230.738281
	Iteration 29Q: 3 clusters Score -488081.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -488102.906250 Penalty: 4230.738281
	Iteration 30Q: 3 clusters Score -488102.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -488118.093750 Penalty: 4230.738281
	Iteration 31Q: 3 clusters Score -488118.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -488133.250000 Penalty: 4230.738281
	Iteration 32Q: 3 clusters Score -488133.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -488153.343750 Penalty: 4230.738281
	Iteration 33Q: 3 clusters Score -488153.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -488168.593750 Penalty: 4230.738281
	Iteration 34Q: 3 clusters Score -488168.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -488183.750000 Penalty: 4230.738281
	Iteration 35Q: 3 clusters Score -488183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -488192.812500 Penalty: 4230.738281
	Iteration 36Q: 3 clusters Score -488192.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -488203.000000 Penalty: 4230.738281
	Iteration 37Q: 3 clusters Score -488203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -488216.312500 Penalty: 4230.738281
	Iteration 38Q: 3 clusters Score -488216.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -488233.843750 Penalty: 4230.738281
	Iteration 39Q: 3 clusters Score -488233.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -488255.343750 Penalty: 4230.738281
	Iteration 40F: 3 clusters Score -488255.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -488296.093750 Penalty: 4230.738281
	Iteration 41Q: 3 clusters Score -488296.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -488337.968750 Penalty: 4230.738281
	Iteration 42Q: 3 clusters Score -488338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -488370.281250 Penalty: 4230.738281
	Iteration 43Q: 3 clusters Score -488370.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -488405.781250 Penalty: 4230.738281
	Iteration 44Q: 3 clusters Score -488405.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -488423.843750 Penalty: 4230.738281
	Iteration 45Q: 3 clusters Score -488423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -488439.218750 Penalty: 4230.738281
	Iteration 46Q: 3 clusters Score -488439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -488445.718750 Penalty: 4230.738281
	Iteration 47Q: 3 clusters Score -488445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -488453.656250 Penalty: 4230.738281
	Iteration 48Q: 3 clusters Score -488453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -488455.843750 Penalty: 4230.738281
	Iteration 49Q: 3 clusters Score -488455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -488458.156250 Penalty: 4230.738281
	Iteration 50Q: 3 clusters Score -488458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -488458.781250 Penalty: 4230.738281
	Iteration 51Q: 3 clusters Score -488458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -488461.375000 Penalty: 4230.738281
	Iteration 52Q: 3 clusters Score -488461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -488461.750000 Penalty: 4230.738281
	Iteration 53Q: 3 clusters Score -488461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -488461.750000 Penalty: 4230.738281
	Iteration 54F: 3 clusters Score -488461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Entering Unmasked Estep 
Score: -3626800.500000 Penalty: 2594.296387
	Iteration 0F: 2 clusters Score -3626800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3603127.000000 Penalty: 5188.592773
	Iteration 0F: 3 clusters Score -3603127 nChanged 15892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3612249.750000 Penalty: 5188.592773
	Iteration 1F: 3 clusters Score -3612250 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3613573.750000 Penalty: 5188.592773
	Iteration 2F: 3 clusters Score -3613574 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3615325.750000 Penalty: 5188.592773
	Iteration 3F: 3 clusters Score -3615326 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3617359.500000 Penalty: 5188.592773
	Iteration 4F: 3 clusters Score -3617360 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3619207.750000 Penalty: 5188.592773
	Iteration 5F: 3 clusters Score -3619208 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3620701.250000 Penalty: 5188.592773
	Iteration 6F: 3 clusters Score -3620701 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3621768.750000 Penalty: 5188.592773
	Iteration 7Q: 3 clusters Score -3621769 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3622826.750000 Penalty: 5188.592773
	Iteration 8Q: 3 clusters Score -3622827 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3624047.250000 Penalty: 5188.592773
	Iteration 9Q: 3 clusters Score -3624047 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3625085.500000 Penalty: 5188.592773
	Iteration 10Q: 3 clusters Score -3625086 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3625620.500000 Penalty: 5188.592773
	Iteration 11Q: 3 clusters Score -3625620 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3625887.250000 Penalty: 5188.592773
	Iteration 12Q: 3 clusters Score -3625887 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3626070.000000 Penalty: 5188.592773
	Iteration 13Q: 3 clusters Score -3626070 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3626152.000000 Penalty: 5188.592773
	Iteration 14Q: 3 clusters Score -3626152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3626221.500000 Penalty: 5188.592773
	Iteration 15Q: 3 clusters Score -3626222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3626270.750000 Penalty: 5188.592773
	Iteration 16Q: 3 clusters Score -3626271 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3626286.250000 Penalty: 5188.592773
	Iteration 17Q: 3 clusters Score -3626286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3626301.750000 Penalty: 5188.592773
	Iteration 18Q: 3 clusters Score -3626302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3626317.250000 Penalty: 5188.592773
	Iteration 19Q: 3 clusters Score -3626317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3626337.250000 Penalty: 5188.592773
	Iteration 20F: 3 clusters Score -3626337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3626336.500000 Penalty: 5188.592773
	Iteration 21Q: 3 clusters Score -3626336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3626346.750000 Penalty: 5188.592773
	Iteration 22Q: 3 clusters Score -3626347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3626352.750000 Penalty: 5188.592773
	Iteration 23Q: 3 clusters Score -3626353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3626353.250000 Penalty: 5188.592773
	Iteration 24Q: 3 clusters Score -3626353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3626360.750000 Penalty: 5188.592773
	Iteration 25Q: 3 clusters Score -3626361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3626357.500000 Penalty: 5188.592773
	Iteration 26Q: 3 clusters Score -3626358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3626361.250000 Penalty: 5188.592773
	Iteration 27Q: 3 clusters Score -3626361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3626364.000000 Penalty: 5188.592773
	Iteration 28Q: 3 clusters Score -3626364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3626367.500000 Penalty: 5188.592773
	Iteration 29Q: 3 clusters Score -3626368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3626360.750000 Penalty: 5188.592773
	Iteration 30Q: 3 clusters Score -3626361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3626361.250000 Penalty: 5188.592773
	Iteration 31Q: 3 clusters Score -3626361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3626368.000000 Penalty: 5188.592773
	Iteration 32Q: 3 clusters Score -3626368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3626366.000000 Penalty: 5188.592773
	Iteration 33Q: 3 clusters Score -3626366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3626370.500000 Penalty: 5188.592773
	Iteration 34Q: 3 clusters Score -3626370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3626369.000000 Penalty: 5188.592773
	Iteration 35Q: 3 clusters Score -3626369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3626370.750000 Penalty: 5188.592773
	Iteration 36Q: 3 clusters Score -3626371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3626368.250000 Penalty: 5188.592773
	Iteration 37Q: 3 clusters Score -3626368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3626367.500000 Penalty: 5188.592773
	Iteration 38Q: 3 clusters Score -3626368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3626366.750000 Penalty: 5188.592773
	Iteration 39Q: 3 clusters Score -3626367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3626366.750000 Penalty: 5188.592773
	Iteration 40F: 3 clusters Score -3626367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -2483603.750000 Penalty: 2501.373535
	Iteration 0F: 2 clusters Score -2483604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2466949.750000 Penalty: 5002.747070
	Iteration 0F: 3 clusters Score -2466950 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2472717.500000 Penalty: 5002.747070
	Iteration 1F: 3 clusters Score -2472718 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2473128.750000 Penalty: 5002.747070
	Iteration 2Q: 3 clusters Score -2473129 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2473479.000000 Penalty: 5002.747070
	Iteration 3Q: 3 clusters Score -2473479 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2473873.750000 Penalty: 5002.747070
	Iteration 4Q: 3 clusters Score -2473874 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2474412.500000 Penalty: 5002.747070
	Iteration 5Q: 3 clusters Score -2474412 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2475100.500000 Penalty: 5002.747070
	Iteration 6Q: 3 clusters Score -2475100 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2476004.000000 Penalty: 5002.747070
	Iteration 7F: 3 clusters Score -2476004 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2477187.500000 Penalty: 5002.747070
	Iteration 8F: 3 clusters Score -2477188 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2478538.000000 Penalty: 5002.747070
	Iteration 9F: 3 clusters Score -2478538 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2479752.250000 Penalty: 5002.747070
	Iteration 10F: 3 clusters Score -2479752 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2480651.750000 Penalty: 5002.747070
	Iteration 11Q: 3 clusters Score -2480652 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2481252.250000 Penalty: 5002.747070
	Iteration 12Q: 3 clusters Score -2481252 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2481611.000000 Penalty: 5002.747070
	Iteration 13Q: 3 clusters Score -2481611 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2481878.500000 Penalty: 5002.747070
	Iteration 14Q: 3 clusters Score -2481878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2482071.750000 Penalty: 5002.747070
	Iteration 15Q: 3 clusters Score -2482072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2482246.500000 Penalty: 5002.747070
	Iteration 16Q: 3 clusters Score -2482246 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2482402.250000 Penalty: 5002.747070
	Iteration 17Q: 3 clusters Score -2482402 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2482513.750000 Penalty: 5002.747070
	Iteration 18Q: 3 clusters Score -2482514 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2482582.500000 Penalty: 5002.747070
	Iteration 19Q: 3 clusters Score -2482582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2482621.500000 Penalty: 5002.747070
	Iteration 20F: 3 clusters Score -2482622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2482649.250000 Penalty: 5002.747070
	Iteration 21Q: 3 clusters Score -2482649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2482670.250000 Penalty: 5002.747070
	Iteration 22Q: 3 clusters Score -2482670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2482684.000000 Penalty: 5002.747070
	Iteration 23Q: 3 clusters Score -2482684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2482695.000000 Penalty: 5002.747070
	Iteration 24Q: 3 clusters Score -2482695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2482699.000000 Penalty: 5002.747070
	Iteration 25Q: 3 clusters Score -2482699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2482690.750000 Penalty: 5002.747070
	Iteration 26Q: 3 clusters Score -2482691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2482703.750000 Penalty: 5002.747070
	Iteration 27Q: 3 clusters Score -2482704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2482701.000000 Penalty: 5002.747070
	Iteration 28Q: 3 clusters Score -2482701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2482714.500000 Penalty: 5002.747070
	Iteration 29Q: 3 clusters Score -2482714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2482719.250000 Penalty: 5002.747070
	Iteration 30Q: 3 clusters Score -2482719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2482723.500000 Penalty: 5002.747070
	Iteration 31Q: 3 clusters Score -2482724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2482729.500000 Penalty: 5002.747070
	Iteration 32Q: 3 clusters Score -2482730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2482732.500000 Penalty: 5002.747070
	Iteration 33Q: 3 clusters Score -2482732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2482733.000000 Penalty: 5002.747070
	Iteration 34Q: 3 clusters Score -2482733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2482740.250000 Penalty: 5002.747070
	Iteration 35Q: 3 clusters Score -2482740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2482737.500000 Penalty: 5002.747070
	Iteration 36Q: 3 clusters Score -2482738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2482736.750000 Penalty: 5002.747070
	Iteration 37Q: 3 clusters Score -2482737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2482738.750000 Penalty: 5002.747070
	Iteration 38Q: 3 clusters Score -2482739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2482739.000000 Penalty: 5002.747070
	Iteration 39Q: 3 clusters Score -2482739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2482746.500000 Penalty: 5002.747070
	Iteration 40F: 3 clusters Score -2482746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2482749.750000 Penalty: 5002.747070
	Iteration 41Q: 3 clusters Score -2482750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2482752.750000 Penalty: 5002.747070
	Iteration 42Q: 3 clusters Score -2482753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2482758.500000 Penalty: 5002.747070
	Iteration 43Q: 3 clusters Score -2482758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2482754.250000 Penalty: 5002.747070
	Iteration 44Q: 3 clusters Score -2482754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2482761.750000 Penalty: 5002.747070
	Iteration 45Q: 3 clusters Score -2482762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2482755.000000 Penalty: 5002.747070
	Iteration 46Q: 3 clusters Score -2482755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2482760.000000 Penalty: 5002.747070
	Iteration 47Q: 3 clusters Score -2482760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2482765.750000 Penalty: 5002.747070
	Iteration 48Q: 3 clusters Score -2482766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2482765.250000 Penalty: 5002.747070
	Iteration 49Q: 3 clusters Score -2482765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2482762.750000 Penalty: 5002.747070
	Iteration 50Q: 3 clusters Score -2482763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2482761.500000 Penalty: 5002.747070
	Iteration 51Q: 3 clusters Score -2482762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2482759.500000 Penalty: 5002.747070
	Iteration 52Q: 3 clusters Score -2482760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2482759.250000 Penalty: 5002.747070
	Iteration 53Q: 3 clusters Score -2482759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2482761.750000 Penalty: 5002.747070
	Iteration 54Q: 3 clusters Score -2482762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2482765.250000 Penalty: 5002.747070
	Iteration 55Q: 3 clusters Score -2482765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2482768.500000 Penalty: 5002.747070
	Iteration 56Q: 3 clusters Score -2482768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2482768.500000 Penalty: 5002.747070
	Iteration 57Q: 3 clusters Score -2482768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2482765.750000 Penalty: 5002.747070
	Iteration 58Q: 3 clusters Score -2482766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2482770.000000 Penalty: 5002.747070
	Iteration 59Q: 3 clusters Score -2482770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2482770.000000 Penalty: 5002.747070
	Iteration 60F: 3 clusters Score -2482770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -370658.968750 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -370659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -366850.500000 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -366850.5 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -367788.125000 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -367788.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -368107.562500 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -368107.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368345.281250 Penalty: 4101.036621
	Iteration 3F: 3 clusters Score -368345.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -368632.625000 Penalty: 4101.036621
	Iteration 4F: 3 clusters Score -368632.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -368951.750000 Penalty: 4101.036621
	Iteration 5F: 3 clusters Score -368951.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369380.125000 Penalty: 4101.036621
	Iteration 6F: 3 clusters Score -369380.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -369944.406250 Penalty: 4101.036621
	Iteration 7F: 3 clusters Score -369944.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -370514.906250 Penalty: 4101.036621
	Iteration 8F: 3 clusters Score -370514.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -370824.468750 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -370824.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -370926.343750 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -370926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -370947.468750 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -370947.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370951.125000 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -370951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -370954.812500 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -370954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -370955.687500 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -370955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -370956.343750 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -370956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370956.718750 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -370956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -370958.093750 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -370958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -370958.093750 Penalty: 4101.036621
	Iteration 18F: 3 clusters Score -370958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210426 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 1843 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5725 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5926 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55212 members 
Mstep: Class 63 contains 16854 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 2055 members 
Entering Unmasked Estep 
Score: -96219880.000000 Penalty: 222639.031250
Splitting cluster 30 changes total score from -96221032.000000 to -96219880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Entering Unmasked Estep 
Score: -1419664.875000 Penalty: 2372.120850
	Iteration 0F: 2 clusters Score -1419665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1409324.375000 Penalty: 4744.241699
	Iteration 0F: 3 clusters Score -1409324 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1412692.000000 Penalty: 4744.241699
	Iteration 1F: 3 clusters Score -1412692 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1413289.250000 Penalty: 4744.241699
	Iteration 2F: 3 clusters Score -1413289 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1413964.875000 Penalty: 4744.241699
	Iteration 3F: 3 clusters Score -1413965 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1414697.375000 Penalty: 4744.241699
	Iteration 4F: 3 clusters Score -1414697 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1415448.250000 Penalty: 4744.241699
	Iteration 5F: 3 clusters Score -1415448 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1416210.375000 Penalty: 4744.241699
	Iteration 6F: 3 clusters Score -1416210 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1416931.125000 Penalty: 4744.241699
	Iteration 7F: 3 clusters Score -1416931 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1417455.375000 Penalty: 4744.241699
	Iteration 8F: 3 clusters Score -1417455 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1417808.500000 Penalty: 4744.241699
	Iteration 9Q: 3 clusters Score -1417808 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1418038.125000 Penalty: 4744.241699
	Iteration 10Q: 3 clusters Score -1418038 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1418227.750000 Penalty: 4744.241699
	Iteration 11Q: 3 clusters Score -1418228 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1418383.500000 Penalty: 4744.241699
	Iteration 12Q: 3 clusters Score -1418384 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1418469.875000 Penalty: 4744.241699
	Iteration 13Q: 3 clusters Score -1418470 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1418517.375000 Penalty: 4744.241699
	Iteration 14Q: 3 clusters Score -1418517 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1418553.625000 Penalty: 4744.241699
	Iteration 15Q: 3 clusters Score -1418554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1418579.000000 Penalty: 4744.241699
	Iteration 16Q: 3 clusters Score -1418579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1418602.375000 Penalty: 4744.241699
	Iteration 17Q: 3 clusters Score -1418602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1418612.625000 Penalty: 4744.241699
	Iteration 18Q: 3 clusters Score -1418613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1418620.250000 Penalty: 4744.241699
	Iteration 19Q: 3 clusters Score -1418620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1418626.875000 Penalty: 4744.241699
	Iteration 20F: 3 clusters Score -1418627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1418632.625000 Penalty: 4744.241699
	Iteration 21Q: 3 clusters Score -1418633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1418638.125000 Penalty: 4744.241699
	Iteration 22Q: 3 clusters Score -1418638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1418638.375000 Penalty: 4744.241699
	Iteration 23Q: 3 clusters Score -1418638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1418643.000000 Penalty: 4744.241699
	Iteration 24Q: 3 clusters Score -1418643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1418644.500000 Penalty: 4744.241699
	Iteration 25Q: 3 clusters Score -1418644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1418649.625000 Penalty: 4744.241699
	Iteration 26Q: 3 clusters Score -1418650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1418650.625000 Penalty: 4744.241699
	Iteration 27Q: 3 clusters Score -1418651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1418652.625000 Penalty: 4744.241699
	Iteration 28Q: 3 clusters Score -1418653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1418655.000000 Penalty: 4744.241699
	Iteration 29Q: 3 clusters Score -1418655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1418655.125000 Penalty: 4744.241699
	Iteration 30Q: 3 clusters Score -1418655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1418656.750000 Penalty: 4744.241699
	Iteration 31Q: 3 clusters Score -1418657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1418654.250000 Penalty: 4744.241699
	Iteration 32Q: 3 clusters Score -1418654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1418654.125000 Penalty: 4744.241699
	Iteration 33Q: 3 clusters Score -1418654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1418653.250000 Penalty: 4744.241699
	Iteration 34Q: 3 clusters Score -1418653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1418653.875000 Penalty: 4744.241699
	Iteration 35Q: 3 clusters Score -1418654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1418654.250000 Penalty: 4744.241699
	Iteration 36Q: 3 clusters Score -1418654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1418655.375000 Penalty: 4744.241699
	Iteration 37Q: 3 clusters Score -1418655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1418657.875000 Penalty: 4744.241699
	Iteration 38Q: 3 clusters Score -1418658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1418657.875000 Penalty: 4744.241699
	Iteration 39Q: 3 clusters Score -1418658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1418656.000000 Penalty: 4744.241699
	Iteration 40F: 3 clusters Score -1418656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1418657.750000 Penalty: 4744.241699
	Iteration 41Q: 3 clusters Score -1418658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1418659.250000 Penalty: 4744.241699
	Iteration 42Q: 3 clusters Score -1418659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1418660.375000 Penalty: 4744.241699
	Iteration 43Q: 3 clusters Score -1418660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1418660.125000 Penalty: 4744.241699
	Iteration 44Q: 3 clusters Score -1418660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1418660.875000 Penalty: 4744.241699
	Iteration 45Q: 3 clusters Score -1418661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1418663.000000 Penalty: 4744.241699
	Iteration 46Q: 3 clusters Score -1418663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1418662.500000 Penalty: 4744.241699
	Iteration 47Q: 3 clusters Score -1418662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1418657.375000 Penalty: 4744.241699
	Iteration 48Q: 3 clusters Score -1418657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1418658.000000 Penalty: 4744.241699
	Iteration 49Q: 3 clusters Score -1418658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1418658.375000 Penalty: 4744.241699
	Iteration 50Q: 3 clusters Score -1418658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1418658.375000 Penalty: 4744.241699
	Iteration 51F: 3 clusters Score -1418658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Entering Unmasked Estep 
Score: -536533.000000 Penalty: 2155.696045
	Iteration 0F: 2 clusters Score -536533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -531383.500000 Penalty: 4311.392090
	Iteration 0F: 3 clusters Score -531383.5 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -532755.437500 Penalty: 4311.392090
	Iteration 1F: 3 clusters Score -532755.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -533087.375000 Penalty: 4311.392090
	Iteration 2F: 3 clusters Score -533087.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -533373.187500 Penalty: 4311.392090
	Iteration 3F: 3 clusters Score -533373.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -533663.500000 Penalty: 4311.392090
	Iteration 4F: 3 clusters Score -533663.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -533956.625000 Penalty: 4311.392090
	Iteration 5F: 3 clusters Score -533956.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -534194.625000 Penalty: 4311.392090
	Iteration 6Q: 3 clusters Score -534194.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -534409.250000 Penalty: 4311.392090
	Iteration 7Q: 3 clusters Score -534409.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -534589.437500 Penalty: 4311.392090
	Iteration 8Q: 3 clusters Score -534589.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -534708.062500 Penalty: 4311.392090
	Iteration 9Q: 3 clusters Score -534708.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -534792.250000 Penalty: 4311.392090
	Iteration 10Q: 3 clusters Score -534792.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -534843.312500 Penalty: 4311.392090
	Iteration 11Q: 3 clusters Score -534843.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -534881.562500 Penalty: 4311.392090
	Iteration 12Q: 3 clusters Score -534881.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -534908.562500 Penalty: 4311.392090
	Iteration 13Q: 3 clusters Score -534908.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -534924.562500 Penalty: 4311.392090
	Iteration 14Q: 3 clusters Score -534924.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -534934.687500 Penalty: 4311.392090
	Iteration 15Q: 3 clusters Score -534934.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -534940.562500 Penalty: 4311.392090
	Iteration 16Q: 3 clusters Score -534940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -534947.875000 Penalty: 4311.392090
	Iteration 17Q: 3 clusters Score -534947.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -534952.625000 Penalty: 4311.392090
	Iteration 18Q: 3 clusters Score -534952.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -534956.875000 Penalty: 4311.392090
	Iteration 19Q: 3 clusters Score -534956.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -534965.000000 Penalty: 4311.392090
	Iteration 20F: 3 clusters Score -534965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -534968.250000 Penalty: 4311.392090
	Iteration 21Q: 3 clusters Score -534968.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -534971.187500 Penalty: 4311.392090
	Iteration 22Q: 3 clusters Score -534971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -534973.875000 Penalty: 4311.392090
	Iteration 23Q: 3 clusters Score -534973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -534975.562500 Penalty: 4311.392090
	Iteration 24Q: 3 clusters Score -534975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -534977.062500 Penalty: 4311.392090
	Iteration 25Q: 3 clusters Score -534977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -534978.125000 Penalty: 4311.392090
	Iteration 26Q: 3 clusters Score -534978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -534978.500000 Penalty: 4311.392090
	Iteration 27Q: 3 clusters Score -534978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -534979.687500 Penalty: 4311.392090
	Iteration 28Q: 3 clusters Score -534979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -534979.875000 Penalty: 4311.392090
	Iteration 29Q: 3 clusters Score -534979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -534979.312500 Penalty: 4311.392090
	Iteration 30Q: 3 clusters Score -534979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -534979.312500 Penalty: 4311.392090
	Iteration 31F: 3 clusters Score -534979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (76178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Entering Unmasked Estep 
Score: -7809693.500000 Penalty: 2787.725342
	Iteration 0F: 2 clusters Score -7809694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -7758457.000000 Penalty: 5575.450684
	Iteration 0F: 3 clusters Score -7758457 nChanged 35845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7779330.500000 Penalty: 5575.450684
	Iteration 1F: 3 clusters Score -7779330 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -7780412.000000 Penalty: 5575.450684
	Iteration 2Q: 3 clusters Score -7780412 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7781682.500000 Penalty: 5575.450684
	Iteration 3Q: 3 clusters Score -7781682 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7783286.000000 Penalty: 5575.450684
	Iteration 4Q: 3 clusters Score -7783286 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -7785031.500000 Penalty: 5575.450684
	Iteration 5F: 3 clusters Score -7785032 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7787116.000000 Penalty: 5575.450684
	Iteration 6F: 3 clusters Score -7787116 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7789020.500000 Penalty: 5575.450684
	Iteration 7F: 3 clusters Score -7789020 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7790526.500000 Penalty: 5575.450684
	Iteration 8Q: 3 clusters Score -7790526 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7791856.000000 Penalty: 5575.450684
	Iteration 9Q: 3 clusters Score -7791856 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -7792833.500000 Penalty: 5575.450684
	Iteration 10Q: 3 clusters Score -7792834 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -7793757.000000 Penalty: 5575.450684
	Iteration 11Q: 3 clusters Score -7793757 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7794479.000000 Penalty: 5575.450684
	Iteration 12Q: 3 clusters Score -7794479 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7795050.000000 Penalty: 5575.450684
	Iteration 13Q: 3 clusters Score -7795050 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7795434.000000 Penalty: 5575.450684
	Iteration 14Q: 3 clusters Score -7795434 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -7795669.000000 Penalty: 5575.450684
	Iteration 15Q: 3 clusters Score -7795669 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -7795822.500000 Penalty: 5575.450684
	Iteration 16Q: 3 clusters Score -7795822 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7796027.500000 Penalty: 5575.450684
	Iteration 17Q: 3 clusters Score -7796028 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7796177.500000 Penalty: 5575.450684
	Iteration 18Q: 3 clusters Score -7796178 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7796371.000000 Penalty: 5575.450684
	Iteration 19Q: 3 clusters Score -7796371 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7796536.500000 Penalty: 5575.450684
	Iteration 20F: 3 clusters Score -7796536 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -7796818.000000 Penalty: 5575.450684
	Iteration 21Q: 3 clusters Score -7796818 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7797107.000000 Penalty: 5575.450684
	Iteration 22Q: 3 clusters Score -7797107 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -7797438.000000 Penalty: 5575.450684
	Iteration 23Q: 3 clusters Score -7797438 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -7797842.000000 Penalty: 5575.450684
	Iteration 24Q: 3 clusters Score -7797842 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -7798346.500000 Penalty: 5575.450684
	Iteration 25Q: 3 clusters Score -7798346 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -7798893.500000 Penalty: 5575.450684
	Iteration 26Q: 3 clusters Score -7798894 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -7799528.500000 Penalty: 5575.450684
	Iteration 27Q: 3 clusters Score -7799528 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -7800180.500000 Penalty: 5575.450684
	Iteration 28Q: 3 clusters Score -7800180 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7800907.500000 Penalty: 5575.450684
	Iteration 29Q: 3 clusters Score -7800908 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -7801620.500000 Penalty: 5575.450684
	Iteration 30Q: 3 clusters Score -7801620 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -7802387.500000 Penalty: 5575.450684
	Iteration 31Q: 3 clusters Score -7802388 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -7803151.500000 Penalty: 5575.450684
	Iteration 32Q: 3 clusters Score -7803152 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -7803842.000000 Penalty: 5575.450684
	Iteration 33Q: 3 clusters Score -7803842 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -7804502.500000 Penalty: 5575.450684
	Iteration 34Q: 3 clusters Score -7804502 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -7805080.500000 Penalty: 5575.450684
	Iteration 35Q: 3 clusters Score -7805080 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -7805518.500000 Penalty: 5575.450684
	Iteration 36Q: 3 clusters Score -7805518 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -7805918.000000 Penalty: 5575.450684
	Iteration 37Q: 3 clusters Score -7805918 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -7806261.000000 Penalty: 5575.450684
	Iteration 38Q: 3 clusters Score -7806261 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7806522.000000 Penalty: 5575.450684
	Iteration 39Q: 3 clusters Score -7806522 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7806726.000000 Penalty: 5575.450684
	Iteration 40F: 3 clusters Score -7806726 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7806841.000000 Penalty: 5575.450684
	Iteration 41Q: 3 clusters Score -7806841 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7806929.500000 Penalty: 5575.450684
	Iteration 42Q: 3 clusters Score -7806930 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7807013.000000 Penalty: 5575.450684
	Iteration 43Q: 3 clusters Score -7807013 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7807075.000000 Penalty: 5575.450684
	Iteration 44Q: 3 clusters Score -7807075 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7807156.500000 Penalty: 5575.450684
	Iteration 45Q: 3 clusters Score -7807156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7807198.500000 Penalty: 5575.450684
	Iteration 46Q: 3 clusters Score -7807198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7807228.500000 Penalty: 5575.450684
	Iteration 47Q: 3 clusters Score -7807228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7807271.500000 Penalty: 5575.450684
	Iteration 48Q: 3 clusters Score -7807272 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7807304.500000 Penalty: 5575.450684
	Iteration 49Q: 3 clusters Score -7807304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7807326.000000 Penalty: 5575.450684
	Iteration 50Q: 3 clusters Score -7807326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7807338.000000 Penalty: 5575.450684
	Iteration 51Q: 3 clusters Score -7807338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7807351.000000 Penalty: 5575.450684
	Iteration 52Q: 3 clusters Score -7807351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7807382.500000 Penalty: 5575.450684
	Iteration 53Q: 3 clusters Score -7807382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7807399.000000 Penalty: 5575.450684
	Iteration 54Q: 3 clusters Score -7807399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7807398.000000 Penalty: 5575.450684
	Iteration 55Q: 3 clusters Score -7807398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7807414.000000 Penalty: 5575.450684
	Iteration 56Q: 3 clusters Score -7807414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7807423.000000 Penalty: 5575.450684
	Iteration 57Q: 3 clusters Score -7807423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7807428.500000 Penalty: 5575.450684
	Iteration 58Q: 3 clusters Score -7807428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7807447.500000 Penalty: 5575.450684
	Iteration 59Q: 3 clusters Score -7807448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7807454.500000 Penalty: 5575.450684
	Iteration 60F: 3 clusters Score -7807454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7807470.500000 Penalty: 5575.450684
	Iteration 61Q: 3 clusters Score -7807470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7807477.500000 Penalty: 5575.450684
	Iteration 62Q: 3 clusters Score -7807478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7807479.000000 Penalty: 5575.450684
	Iteration 63Q: 3 clusters Score -7807479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7807484.500000 Penalty: 5575.450684
	Iteration 64Q: 3 clusters Score -7807484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7807482.500000 Penalty: 5575.450684
	Iteration 65Q: 3 clusters Score -7807482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7807481.500000 Penalty: 5575.450684
	Iteration 66Q: 3 clusters Score -7807482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7807482.500000 Penalty: 5575.450684
	Iteration 67Q: 3 clusters Score -7807482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7807481.500000 Penalty: 5575.450684
	Iteration 68Q: 3 clusters Score -7807482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7807481.500000 Penalty: 5575.450684
	Iteration 69Q: 3 clusters Score -7807482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7807481.000000 Penalty: 5575.450684
	Iteration 70Q: 3 clusters Score -7807481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7807491.000000 Penalty: 5575.450684
	Iteration 71Q: 3 clusters Score -7807491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7807494.500000 Penalty: 5575.450684
	Iteration 72Q: 3 clusters Score -7807494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7807503.500000 Penalty: 5575.450684
	Iteration 73Q: 3 clusters Score -7807504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7807506.000000 Penalty: 5575.450684
	Iteration 74Q: 3 clusters Score -7807506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7807507.500000 Penalty: 5575.450684
	Iteration 75Q: 3 clusters Score -7807508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7807511.500000 Penalty: 5575.450684
	Iteration 76Q: 3 clusters Score -7807512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7807508.500000 Penalty: 5575.450684
	Iteration 77Q: 3 clusters Score -7807508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7807521.500000 Penalty: 5575.450684
	Iteration 78Q: 3 clusters Score -7807522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7807519.000000 Penalty: 5575.450684
	Iteration 79Q: 3 clusters Score -7807519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7807530.000000 Penalty: 5575.450684
	Iteration 80F: 3 clusters Score -7807530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7807539.000000 Penalty: 5575.450684
	Iteration 81Q: 3 clusters Score -7807539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7807540.000000 Penalty: 5575.450684
	Iteration 82Q: 3 clusters Score -7807540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7807539.500000 Penalty: 5575.450684
	Iteration 83Q: 3 clusters Score -7807540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7807540.500000 Penalty: 5575.450684
	Iteration 84Q: 3 clusters Score -7807540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7807536.500000 Penalty: 5575.450684
	Iteration 85Q: 3 clusters Score -7807536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7807542.500000 Penalty: 5575.450684
	Iteration 86Q: 3 clusters Score -7807542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7807544.000000 Penalty: 5575.450684
	Iteration 87Q: 3 clusters Score -7807544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7807553.000000 Penalty: 5575.450684
	Iteration 88Q: 3 clusters Score -7807553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7807552.000000 Penalty: 5575.450684
	Iteration 89Q: 3 clusters Score -7807552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7807552.000000 Penalty: 5575.450684
	Iteration 90Q: 3 clusters Score -7807552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7807555.500000 Penalty: 5575.450684
	Iteration 91Q: 3 clusters Score -7807556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7807552.000000 Penalty: 5575.450684
	Iteration 92Q: 3 clusters Score -7807552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7807558.500000 Penalty: 5575.450684
	Iteration 93Q: 3 clusters Score -7807558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7807555.000000 Penalty: 5575.450684
	Iteration 94Q: 3 clusters Score -7807555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7807556.000000 Penalty: 5575.450684
	Iteration 95Q: 3 clusters Score -7807556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7807552.000000 Penalty: 5575.450684
	Iteration 96Q: 3 clusters Score -7807552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7807557.000000 Penalty: 5575.450684
	Iteration 97Q: 3 clusters Score -7807557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7807564.500000 Penalty: 5575.450684
	Iteration 98Q: 3 clusters Score -7807564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7807560.500000 Penalty: 5575.450684
	Iteration 99Q: 3 clusters Score -7807560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7807558.000000 Penalty: 5575.450684
	Iteration 100F: 3 clusters Score -7807558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7807561.500000 Penalty: 5575.450684
	Iteration 101Q: 3 clusters Score -7807562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7807567.000000 Penalty: 5575.450684
	Iteration 102Q: 3 clusters Score -7807567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7807568.500000 Penalty: 5575.450684
	Iteration 103Q: 3 clusters Score -7807568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7807568.500000 Penalty: 5575.450684
	Iteration 104F: 3 clusters Score -7807568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Entering Unmasked Estep 
Score: -904761.875000 Penalty: 2262.161377
	Iteration 0F: 2 clusters Score -904761.9 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 4591 members 
Entering Unmasked Estep 
Score: -897602.937500 Penalty: 4524.322754
	Iteration 0F: 3 clusters Score -897602.9 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -899791.125000 Penalty: 4524.322754
	Iteration 1F: 3 clusters Score -899791.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -900370.437500 Penalty: 4524.322754
	Iteration 2F: 3 clusters Score -900370.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -901073.875000 Penalty: 4524.322754
	Iteration 3F: 3 clusters Score -901073.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -901833.000000 Penalty: 4524.322754
	Iteration 4F: 3 clusters Score -901833 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -902443.000000 Penalty: 4524.322754
	Iteration 5F: 3 clusters Score -902443 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -902840.625000 Penalty: 4524.322754
	Iteration 6F: 3 clusters Score -902840.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -903077.812500 Penalty: 4524.322754
	Iteration 7Q: 3 clusters Score -903077.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -903232.000000 Penalty: 4524.322754
	Iteration 8Q: 3 clusters Score -903232 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -903318.937500 Penalty: 4524.322754
	Iteration 9Q: 3 clusters Score -903318.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -903387.437500 Penalty: 4524.322754
	Iteration 10Q: 3 clusters Score -903387.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -903450.187500 Penalty: 4524.322754
	Iteration 11Q: 3 clusters Score -903450.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -903490.562500 Penalty: 4524.322754
	Iteration 12Q: 3 clusters Score -903490.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -903522.812500 Penalty: 4524.322754
	Iteration 13Q: 3 clusters Score -903522.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -903541.625000 Penalty: 4524.322754
	Iteration 14Q: 3 clusters Score -903541.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -903568.000000 Penalty: 4524.322754
	Iteration 15Q: 3 clusters Score -903568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -903587.562500 Penalty: 4524.322754
	Iteration 16Q: 3 clusters Score -903587.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -903603.500000 Penalty: 4524.322754
	Iteration 17Q: 3 clusters Score -903603.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -903616.500000 Penalty: 4524.322754
	Iteration 18Q: 3 clusters Score -903616.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -903631.937500 Penalty: 4524.322754
	Iteration 19Q: 3 clusters Score -903631.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -903646.437500 Penalty: 4524.322754
	Iteration 20F: 3 clusters Score -903646.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -903652.312500 Penalty: 4524.322754
	Iteration 21Q: 3 clusters Score -903652.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -903661.000000 Penalty: 4524.322754
	Iteration 22Q: 3 clusters Score -903661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -903674.500000 Penalty: 4524.322754
	Iteration 23Q: 3 clusters Score -903674.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -903679.062500 Penalty: 4524.322754
	Iteration 24Q: 3 clusters Score -903679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -903690.250000 Penalty: 4524.322754
	Iteration 25Q: 3 clusters Score -903690.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -903695.500000 Penalty: 4524.322754
	Iteration 26Q: 3 clusters Score -903695.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -903707.312500 Penalty: 4524.322754
	Iteration 27Q: 3 clusters Score -903707.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -903710.187500 Penalty: 4524.322754
	Iteration 28Q: 3 clusters Score -903710.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -903716.187500 Penalty: 4524.322754
	Iteration 29Q: 3 clusters Score -903716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -903719.000000 Penalty: 4524.322754
	Iteration 30Q: 3 clusters Score -903719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -903722.687500 Penalty: 4524.322754
	Iteration 31Q: 3 clusters Score -903722.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -903728.000000 Penalty: 4524.322754
	Iteration 32Q: 3 clusters Score -903728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -903734.062500 Penalty: 4524.322754
	Iteration 33Q: 3 clusters Score -903734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -903732.812500 Penalty: 4524.322754
	Iteration 34Q: 3 clusters Score -903732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -903732.062500 Penalty: 4524.322754
	Iteration 35Q: 3 clusters Score -903732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -903734.187500 Penalty: 4524.322754
	Iteration 36Q: 3 clusters Score -903734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -903734.875000 Penalty: 4524.322754
	Iteration 37Q: 3 clusters Score -903734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -903737.375000 Penalty: 4524.322754
	Iteration 38Q: 3 clusters Score -903737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -903738.875000 Penalty: 4524.322754
	Iteration 39Q: 3 clusters Score -903738.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -903743.000000 Penalty: 4524.322754
	Iteration 40F: 3 clusters Score -903743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -903748.000000 Penalty: 4524.322754
	Iteration 41Q: 3 clusters Score -903748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -903751.062500 Penalty: 4524.322754
	Iteration 42Q: 3 clusters Score -903751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -903750.250000 Penalty: 4524.322754
	Iteration 43Q: 3 clusters Score -903750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -903750.812500 Penalty: 4524.322754
	Iteration 44Q: 3 clusters Score -903750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -903753.125000 Penalty: 4524.322754
	Iteration 45Q: 3 clusters Score -903753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -903753.687500 Penalty: 4524.322754
	Iteration 46Q: 3 clusters Score -903753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -903754.687500 Penalty: 4524.322754
	Iteration 47Q: 3 clusters Score -903754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -903754.562500 Penalty: 4524.322754
	Iteration 48Q: 3 clusters Score -903754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -903754.562500 Penalty: 4524.322754
	Iteration 49F: 3 clusters Score -903754.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -380300.625000 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -380300.6 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: -376493.093750 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -376493.1 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -377406.937500 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -377406.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -377625.281250 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -377625.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -377795.968750 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -377796 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -377967.968750 Penalty: 4093.342529
	Iteration 4Q: 3 clusters Score -377968 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -378206.656250 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -378206.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -378469.625000 Penalty: 4093.342529
	Iteration 6F: 3 clusters Score -378469.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -378677.750000 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -378677.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -378871.312500 Penalty: 4093.342529
	Iteration 8F: 3 clusters Score -378871.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -379074.875000 Penalty: 4093.342529
	Iteration 9F: 3 clusters Score -379074.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -379277.125000 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -379277.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -379517.218750 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -379517.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -379774.437500 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -379774.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -380062.562500 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -380062.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -380390.781250 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -380390.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -380611.875000 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -380611.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -380708.187500 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -380708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -380727.218750 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -380727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -380730.437500 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -380730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380733.718750 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -380733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -380735.875000 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -380735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380736.531250 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -380736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -380737.468750 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -380737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380738.187500 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -380738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380738.187500 Penalty: 4093.342529
	Iteration 24F: 3 clusters Score -380738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210426 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 1998 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5725 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5926 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55212 members 
Mstep: Class 63 contains 16854 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 1840 members 
Entering Unmasked Estep 
Score: -96219960.000000 Penalty: 222639.031250
Splitting cluster 35 changes total score from -96221032.000000 to -96219960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -399972.468750 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -399972.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -395883.437500 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -395883.4 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -396821.000000 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -396821 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -397017.500000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -397017.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -397156.843750 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -397156.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -397261.968750 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -397262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -397358.437500 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -397358.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -397463.500000 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -397463.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -397561.875000 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -397561.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -397655.593750 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -397655.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -397737.187500 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -397737.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397806.937500 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -397806.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -397867.187500 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -397867.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -397918.718750 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -397918.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -397965.250000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -397965.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -398011.937500 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -398011.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -398053.562500 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -398053.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -398108.625000 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -398108.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -398157.281250 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -398157.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -398193.093750 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -398193.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -398224.500000 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -398224.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398247.062500 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -398247.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -398270.187500 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -398270.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398287.125000 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -398287.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -398297.718750 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -398297.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -398310.062500 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -398310.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -398320.031250 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -398320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -398331.843750 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -398331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -398343.093750 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -398343.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -398356.437500 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -398356.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -398369.000000 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -398369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -398381.718750 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -398381.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -398401.156250 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -398401.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -398417.750000 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -398417.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -398432.000000 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -398432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -398441.312500 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -398441.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -398448.718750 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -398448.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -398453.968750 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -398454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -398457.031250 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -398457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -398459.750000 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -398459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -398466.937500 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -398466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -398472.937500 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -398472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -398479.562500 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -398479.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -398486.875000 Penalty: 4145.666016
	Iteration 42Q: 3 clusters Score -398486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -398493.062500 Penalty: 4145.666016
	Iteration 43Q: 3 clusters Score -398493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -398504.375000 Penalty: 4145.666016
	Iteration 44Q: 3 clusters Score -398504.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -398516.375000 Penalty: 4145.666016
	Iteration 45Q: 3 clusters Score -398516.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -398525.937500 Penalty: 4145.666016
	Iteration 46Q: 3 clusters Score -398525.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -398537.500000 Penalty: 4145.666016
	Iteration 47Q: 3 clusters Score -398537.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -398549.937500 Penalty: 4145.666016
	Iteration 48Q: 3 clusters Score -398549.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -398568.656250 Penalty: 4145.666016
	Iteration 49Q: 3 clusters Score -398568.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -398598.406250 Penalty: 4145.666016
	Iteration 50Q: 3 clusters Score -398598.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -398635.031250 Penalty: 4145.666016
	Iteration 51Q: 3 clusters Score -398635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -398668.968750 Penalty: 4145.666016
	Iteration 52Q: 3 clusters Score -398669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -398716.156250 Penalty: 4145.666016
	Iteration 53Q: 3 clusters Score -398716.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -398787.812500 Penalty: 4145.666016
	Iteration 54Q: 3 clusters Score -398787.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -398875.437500 Penalty: 4145.666016
	Iteration 55Q: 3 clusters Score -398875.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -398979.812500 Penalty: 4145.666016
	Iteration 56Q: 3 clusters Score -398979.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -399075.656250 Penalty: 4145.666016
	Iteration 57Q: 3 clusters Score -399075.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -399151.218750 Penalty: 4145.666016
	Iteration 58Q: 3 clusters Score -399151.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -399205.250000 Penalty: 4145.666016
	Iteration 59Q: 3 clusters Score -399205.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -399235.468750 Penalty: 4145.666016
	Iteration 60F: 3 clusters Score -399235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -399250.281250 Penalty: 4145.666016
	Iteration 61Q: 3 clusters Score -399250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -399275.468750 Penalty: 4145.666016
	Iteration 62Q: 3 clusters Score -399275.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -399312.500000 Penalty: 4145.666016
	Iteration 63Q: 3 clusters Score -399312.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -399336.187500 Penalty: 4145.666016
	Iteration 64Q: 3 clusters Score -399336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -399347.125000 Penalty: 4145.666016
	Iteration 65Q: 3 clusters Score -399347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -399351.781250 Penalty: 4145.666016
	Iteration 66Q: 3 clusters Score -399351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -399355.937500 Penalty: 4145.666016
	Iteration 67Q: 3 clusters Score -399355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -399357.187500 Penalty: 4145.666016
	Iteration 68Q: 3 clusters Score -399357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -399360.000000 Penalty: 4145.666016
	Iteration 69Q: 3 clusters Score -399360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -399360.000000 Penalty: 4145.666016
	Iteration 70F: 3 clusters Score -399360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -81693.914062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -81693.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79887.132812 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -79887.13 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80445.390625 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -80445.39 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80808.632812 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -80808.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81007.218750 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -81007.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81225.007812 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -81225.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81369.492188 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -81369.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81546.593750 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -81546.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81659.617188 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -81659.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -81717.687500 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -81717.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81754.507812 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -81754.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81793.132812 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -81793.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81837.390625 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -81837.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81887.546875 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -81887.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82010.695312 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -82010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82181.054688 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -82181.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82271.273438 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -82271.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82295.156250 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -82295.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82316.625000 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -82316.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82348.460938 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -82348.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82381.171875 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -82381.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82405.382812 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -82405.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82445.734375 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -82445.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82449.609375 Penalty: 3377.283447
	Iteration 22F: 3 clusters Score -82449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82463.070312 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -82463.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82463.070312 Penalty: 3377.283447
	Iteration 24F: 3 clusters Score -82463.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210426 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5725 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5926 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55212 members 
Mstep: Class 63 contains 16854 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 415 members 
Entering Unmasked Estep 
Score: -96219968.000000 Penalty: 222639.031250
Splitting cluster 37 changes total score from -96221032.000000 to -96219968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -241935.953125 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -241936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -238935.250000 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -238935.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -239518.750000 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -239518.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -239677.250000 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -239677.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -239767.062500 Penalty: 3886.054932
	Iteration 3F: 3 clusters Score -239767.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239817.609375 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -239817.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239856.093750 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -239856.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -239891.062500 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -239891.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239913.515625 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -239913.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239928.656250 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -239928.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239939.296875 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -239939.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239948.281250 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -239948.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -239956.093750 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -239956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239961.937500 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -239961.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -239970.859375 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -239970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -239976.656250 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -239976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -239980.546875 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -239980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -239983.812500 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -239983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -239991.437500 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -239991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -239998.375000 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -239998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240009.953125 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -240010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -240022.796875 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -240022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -240031.515625 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -240031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -240041.937500 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -240041.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -240052.343750 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -240052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240059.171875 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -240059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -240064.781250 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -240064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -240069.250000 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -240069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -240072.796875 Penalty: 3886.054932
	Iteration 27Q: 3 clusters Score -240072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -240080.156250 Penalty: 3886.054932
	Iteration 28Q: 3 clusters Score -240080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -240085.890625 Penalty: 3886.054932
	Iteration 29Q: 3 clusters Score -240085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -240094.015625 Penalty: 3886.054932
	Iteration 30Q: 3 clusters Score -240094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -240098.640625 Penalty: 3886.054932
	Iteration 31Q: 3 clusters Score -240098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -240104.578125 Penalty: 3886.054932
	Iteration 32Q: 3 clusters Score -240104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240109.671875 Penalty: 3886.054932
	Iteration 33Q: 3 clusters Score -240109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240114.281250 Penalty: 3886.054932
	Iteration 34Q: 3 clusters Score -240114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -240116.843750 Penalty: 3886.054932
	Iteration 35Q: 3 clusters Score -240116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -240121.593750 Penalty: 3886.054932
	Iteration 36Q: 3 clusters Score -240121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -240126.453125 Penalty: 3886.054932
	Iteration 37Q: 3 clusters Score -240126.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -240130.156250 Penalty: 3886.054932
	Iteration 38Q: 3 clusters Score -240130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -240132.953125 Penalty: 3886.054932
	Iteration 39Q: 3 clusters Score -240133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -240135.781250 Penalty: 3886.054932
	Iteration 40F: 3 clusters Score -240135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240136.968750 Penalty: 3886.054932
	Iteration 41Q: 3 clusters Score -240137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -240139.406250 Penalty: 3886.054932
	Iteration 42Q: 3 clusters Score -240139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -240140.968750 Penalty: 3886.054932
	Iteration 43Q: 3 clusters Score -240141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -240141.625000 Penalty: 3886.054932
	Iteration 44Q: 3 clusters Score -240141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -240142.953125 Penalty: 3886.054932
	Iteration 45Q: 3 clusters Score -240143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -240142.953125 Penalty: 3886.054932
	Iteration 46F: 3 clusters Score -240143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -138522.687500 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -138522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -136220.171875 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -136220.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -136581.421875 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -136581.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -136693.750000 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -136693.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136754.265625 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -136754.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136790.500000 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -136790.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136807.968750 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -136808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136815.859375 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -136815.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136828.406250 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -136828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136839.593750 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -136839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136843.343750 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -136843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136846.484375 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -136846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136848.234375 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -136848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136848.781250 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -136848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136850.531250 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -136850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136851.375000 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -136851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136851.781250 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -136851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136852.062500 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -136852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136854.031250 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -136854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136856.984375 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -136857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136858.203125 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -136858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136858.593750 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -136858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -389066.781250 Penalty: 2053.930176
	Iteration 0F: 2 clusters Score -389066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -385241.250000 Penalty: 4107.860352
	Iteration 0F: 3 clusters Score -385241.2 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -386138.187500 Penalty: 4107.860352
	Iteration 1F: 3 clusters Score -386138.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -386334.343750 Penalty: 4107.860352
	Iteration 2F: 3 clusters Score -386334.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -386434.468750 Penalty: 4107.860352
	Iteration 3Q: 3 clusters Score -386434.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -386486.500000 Penalty: 4107.860352
	Iteration 4Q: 3 clusters Score -386486.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -386539.062500 Penalty: 4107.860352
	Iteration 5Q: 3 clusters Score -386539.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -386591.312500 Penalty: 4107.860352
	Iteration 6Q: 3 clusters Score -386591.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -386634.468750 Penalty: 4107.860352
	Iteration 7Q: 3 clusters Score -386634.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -386664.406250 Penalty: 4107.860352
	Iteration 8Q: 3 clusters Score -386664.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -386694.093750 Penalty: 4107.860352
	Iteration 9Q: 3 clusters Score -386694.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -386717.718750 Penalty: 4107.860352
	Iteration 10Q: 3 clusters Score -386717.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -386740.406250 Penalty: 4107.860352
	Iteration 11Q: 3 clusters Score -386740.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -386762.531250 Penalty: 4107.860352
	Iteration 12Q: 3 clusters Score -386762.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -386784.843750 Penalty: 4107.860352
	Iteration 13Q: 3 clusters Score -386784.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -386802.437500 Penalty: 4107.860352
	Iteration 14Q: 3 clusters Score -386802.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -386814.281250 Penalty: 4107.860352
	Iteration 15Q: 3 clusters Score -386814.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -386825.937500 Penalty: 4107.860352
	Iteration 16Q: 3 clusters Score -386825.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -386839.875000 Penalty: 4107.860352
	Iteration 17Q: 3 clusters Score -386839.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -386849.968750 Penalty: 4107.860352
	Iteration 18Q: 3 clusters Score -386850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -386859.531250 Penalty: 4107.860352
	Iteration 19Q: 3 clusters Score -386859.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -386869.531250 Penalty: 4107.860352
	Iteration 20F: 3 clusters Score -386869.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -386881.156250 Penalty: 4107.860352
	Iteration 21Q: 3 clusters Score -386881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -386887.593750 Penalty: 4107.860352
	Iteration 22Q: 3 clusters Score -386887.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -386894.000000 Penalty: 4107.860352
	Iteration 23Q: 3 clusters Score -386894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -386896.281250 Penalty: 4107.860352
	Iteration 24Q: 3 clusters Score -386896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -386898.656250 Penalty: 4107.860352
	Iteration 25Q: 3 clusters Score -386898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -386900.656250 Penalty: 4107.860352
	Iteration 26Q: 3 clusters Score -386900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -386905.937500 Penalty: 4107.860352
	Iteration 27Q: 3 clusters Score -386905.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -386912.343750 Penalty: 4107.860352
	Iteration 28Q: 3 clusters Score -386912.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -386919.968750 Penalty: 4107.860352
	Iteration 29Q: 3 clusters Score -386920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -386927.750000 Penalty: 4107.860352
	Iteration 30Q: 3 clusters Score -386927.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -386937.156250 Penalty: 4107.860352
	Iteration 31Q: 3 clusters Score -386937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -386942.406250 Penalty: 4107.860352
	Iteration 32Q: 3 clusters Score -386942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -386945.843750 Penalty: 4107.860352
	Iteration 33Q: 3 clusters Score -386945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -386949.281250 Penalty: 4107.860352
	Iteration 34Q: 3 clusters Score -386949.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -386954.156250 Penalty: 4107.860352
	Iteration 35Q: 3 clusters Score -386954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -386958.218750 Penalty: 4107.860352
	Iteration 36Q: 3 clusters Score -386958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -386961.281250 Penalty: 4107.860352
	Iteration 37Q: 3 clusters Score -386961.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -386963.468750 Penalty: 4107.860352
	Iteration 38Q: 3 clusters Score -386963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -386965.031250 Penalty: 4107.860352
	Iteration 39Q: 3 clusters Score -386965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -386965.531250 Penalty: 4107.860352
	Iteration 40F: 3 clusters Score -386965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -386968.062500 Penalty: 4107.860352
	Iteration 41Q: 3 clusters Score -386968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -386968.625000 Penalty: 4107.860352
	Iteration 42Q: 3 clusters Score -386968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -386969.875000 Penalty: 4107.860352
	Iteration 43Q: 3 clusters Score -386969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -386969.906250 Penalty: 4107.860352
	Iteration 44Q: 3 clusters Score -386969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -386971.968750 Penalty: 4107.860352
	Iteration 45Q: 3 clusters Score -386972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -386975.625000 Penalty: 4107.860352
	Iteration 46Q: 3 clusters Score -386975.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -386980.093750 Penalty: 4107.860352
	Iteration 47Q: 3 clusters Score -386980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -386982.187500 Penalty: 4107.860352
	Iteration 48Q: 3 clusters Score -386982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -386983.875000 Penalty: 4107.860352
	Iteration 49Q: 3 clusters Score -386983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -386984.968750 Penalty: 4107.860352
	Iteration 50Q: 3 clusters Score -386985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -386985.562500 Penalty: 4107.860352
	Iteration 51Q: 3 clusters Score -386985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -386986.250000 Penalty: 4107.860352
	Iteration 52Q: 3 clusters Score -386986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -386986.062500 Penalty: 4107.860352
	Iteration 53Q: 3 clusters Score -386986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -386987.968750 Penalty: 4107.860352
	Iteration 54Q: 3 clusters Score -386988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -386988.468750 Penalty: 4107.860352
	Iteration 55Q: 3 clusters Score -386988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -386989.218750 Penalty: 4107.860352
	Iteration 56Q: 3 clusters Score -386989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -386989.656250 Penalty: 4107.860352
	Iteration 57Q: 3 clusters Score -386989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -386989.531250 Penalty: 4107.860352
	Iteration 58Q: 3 clusters Score -386989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -386990.218750 Penalty: 4107.860352
	Iteration 59Q: 3 clusters Score -386990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -386991.406250 Penalty: 4107.860352
	Iteration 60F: 3 clusters Score -386991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -386991.218750 Penalty: 4107.860352
	Iteration 61Q: 3 clusters Score -386991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -386991.781250 Penalty: 4107.860352
	Iteration 62Q: 3 clusters Score -386991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -386991.906250 Penalty: 4107.860352
	Iteration 63Q: 3 clusters Score -386991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -386992.500000 Penalty: 4107.860352
	Iteration 64Q: 3 clusters Score -386992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -386993.687500 Penalty: 4107.860352
	Iteration 65Q: 3 clusters Score -386993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -386994.812500 Penalty: 4107.860352
	Iteration 66Q: 3 clusters Score -386994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -386996.093750 Penalty: 4107.860352
	Iteration 67Q: 3 clusters Score -386996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -386995.781250 Penalty: 4107.860352
	Iteration 68Q: 3 clusters Score -386995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -386996.468750 Penalty: 4107.860352
	Iteration 69Q: 3 clusters Score -386996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -386997.093750 Penalty: 4107.860352
	Iteration 70Q: 3 clusters Score -386997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -386997.093750 Penalty: 4107.860352
	Iteration 71F: 3 clusters Score -386997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Entering Unmasked Estep 
Score: -742218.000000 Penalty: 2266.353516
	Iteration 0F: 2 clusters Score -742218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -735027.625000 Penalty: 4532.707031
	Iteration 0F: 3 clusters Score -735027.6 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -737480.375000 Penalty: 4532.707031
	Iteration 1F: 3 clusters Score -737480.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -738086.687500 Penalty: 4532.707031
	Iteration 2F: 3 clusters Score -738086.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -738515.062500 Penalty: 4532.707031
	Iteration 3F: 3 clusters Score -738515.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -738841.687500 Penalty: 4532.707031
	Iteration 4F: 3 clusters Score -738841.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -739136.250000 Penalty: 4532.707031
	Iteration 5Q: 3 clusters Score -739136.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -739401.000000 Penalty: 4532.707031
	Iteration 6Q: 3 clusters Score -739401 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -739620.375000 Penalty: 4532.707031
	Iteration 7Q: 3 clusters Score -739620.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -739839.687500 Penalty: 4532.707031
	Iteration 8Q: 3 clusters Score -739839.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -740043.250000 Penalty: 4532.707031
	Iteration 9Q: 3 clusters Score -740043.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -740225.812500 Penalty: 4532.707031
	Iteration 10Q: 3 clusters Score -740225.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -740388.250000 Penalty: 4532.707031
	Iteration 11Q: 3 clusters Score -740388.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -740515.937500 Penalty: 4532.707031
	Iteration 12Q: 3 clusters Score -740515.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -740601.375000 Penalty: 4532.707031
	Iteration 13Q: 3 clusters Score -740601.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -740660.562500 Penalty: 4532.707031
	Iteration 14Q: 3 clusters Score -740660.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -740726.500000 Penalty: 4532.707031
	Iteration 15Q: 3 clusters Score -740726.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -740774.000000 Penalty: 4532.707031
	Iteration 16Q: 3 clusters Score -740774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -740817.500000 Penalty: 4532.707031
	Iteration 17Q: 3 clusters Score -740817.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -740842.750000 Penalty: 4532.707031
	Iteration 18Q: 3 clusters Score -740842.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -740862.812500 Penalty: 4532.707031
	Iteration 19Q: 3 clusters Score -740862.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -740892.125000 Penalty: 4532.707031
	Iteration 20F: 3 clusters Score -740892.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -740916.437500 Penalty: 4532.707031
	Iteration 21Q: 3 clusters Score -740916.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -740929.750000 Penalty: 4532.707031
	Iteration 22Q: 3 clusters Score -740929.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -740941.250000 Penalty: 4532.707031
	Iteration 23Q: 3 clusters Score -740941.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -740960.062500 Penalty: 4532.707031
	Iteration 24Q: 3 clusters Score -740960.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -740977.437500 Penalty: 4532.707031
	Iteration 25Q: 3 clusters Score -740977.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -740989.812500 Penalty: 4532.707031
	Iteration 26Q: 3 clusters Score -740989.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -740995.500000 Penalty: 4532.707031
	Iteration 27Q: 3 clusters Score -740995.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -740998.375000 Penalty: 4532.707031
	Iteration 28Q: 3 clusters Score -740998.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -741004.125000 Penalty: 4532.707031
	Iteration 29Q: 3 clusters Score -741004.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -741013.062500 Penalty: 4532.707031
	Iteration 30Q: 3 clusters Score -741013.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -741021.750000 Penalty: 4532.707031
	Iteration 31Q: 3 clusters Score -741021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -741027.687500 Penalty: 4532.707031
	Iteration 32Q: 3 clusters Score -741027.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -741032.437500 Penalty: 4532.707031
	Iteration 33Q: 3 clusters Score -741032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -741034.875000 Penalty: 4532.707031
	Iteration 34Q: 3 clusters Score -741034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -741037.062500 Penalty: 4532.707031
	Iteration 35Q: 3 clusters Score -741037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -741038.625000 Penalty: 4532.707031
	Iteration 36Q: 3 clusters Score -741038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -741039.812500 Penalty: 4532.707031
	Iteration 37Q: 3 clusters Score -741039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -741043.500000 Penalty: 4532.707031
	Iteration 38Q: 3 clusters Score -741043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -741044.375000 Penalty: 4532.707031
	Iteration 39Q: 3 clusters Score -741044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -741045.875000 Penalty: 4532.707031
	Iteration 40F: 3 clusters Score -741045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -741047.062500 Penalty: 4532.707031
	Iteration 41Q: 3 clusters Score -741047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -741044.625000 Penalty: 4532.707031
	Iteration 42Q: 3 clusters Score -741044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -741045.375000 Penalty: 4532.707031
	Iteration 43Q: 3 clusters Score -741045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -741045.125000 Penalty: 4532.707031
	Iteration 44Q: 3 clusters Score -741045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -741044.875000 Penalty: 4532.707031
	Iteration 45Q: 3 clusters Score -741044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -741044.875000 Penalty: 4532.707031
	Iteration 46Q: 3 clusters Score -741044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -741045.375000 Penalty: 4532.707031
	Iteration 47Q: 3 clusters Score -741045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -741044.875000 Penalty: 4532.707031
	Iteration 48Q: 3 clusters Score -741044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -741044.875000 Penalty: 4532.707031
	Iteration 49F: 3 clusters Score -741044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (32954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Entering Unmasked Estep 
Score: -3283327.500000 Penalty: 2579.911377
	Iteration 0F: 2 clusters Score -3283328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3260769.500000 Penalty: 5159.822754
	Iteration 0F: 3 clusters Score -3260770 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3269046.750000 Penalty: 5159.822754
	Iteration 1F: 3 clusters Score -3269047 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3269650.250000 Penalty: 5159.822754
	Iteration 2Q: 3 clusters Score -3269650 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3270246.500000 Penalty: 5159.822754
	Iteration 3Q: 3 clusters Score -3270246 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3270925.250000 Penalty: 5159.822754
	Iteration 4Q: 3 clusters Score -3270925 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3271805.500000 Penalty: 5159.822754
	Iteration 5F: 3 clusters Score -3271806 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3272985.000000 Penalty: 5159.822754
	Iteration 6F: 3 clusters Score -3272985 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3274405.500000 Penalty: 5159.822754
	Iteration 7F: 3 clusters Score -3274406 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3276129.750000 Penalty: 5159.822754
	Iteration 8F: 3 clusters Score -3276130 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3278059.500000 Penalty: 5159.822754
	Iteration 9F: 3 clusters Score -3278060 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -3279664.000000 Penalty: 5159.822754
	Iteration 10Q: 3 clusters Score -3279664 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3280471.750000 Penalty: 5159.822754
	Iteration 11Q: 3 clusters Score -3280472 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3280839.250000 Penalty: 5159.822754
	Iteration 12Q: 3 clusters Score -3280839 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3281047.000000 Penalty: 5159.822754
	Iteration 13Q: 3 clusters Score -3281047 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3281160.750000 Penalty: 5159.822754
	Iteration 14Q: 3 clusters Score -3281161 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3281212.000000 Penalty: 5159.822754
	Iteration 15Q: 3 clusters Score -3281212 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3281261.750000 Penalty: 5159.822754
	Iteration 16Q: 3 clusters Score -3281262 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3281295.500000 Penalty: 5159.822754
	Iteration 17Q: 3 clusters Score -3281296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3281335.500000 Penalty: 5159.822754
	Iteration 18Q: 3 clusters Score -3281336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3281359.750000 Penalty: 5159.822754
	Iteration 19Q: 3 clusters Score -3281360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3281381.750000 Penalty: 5159.822754
	Iteration 20F: 3 clusters Score -3281382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3281402.000000 Penalty: 5159.822754
	Iteration 21Q: 3 clusters Score -3281402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3281417.750000 Penalty: 5159.822754
	Iteration 22Q: 3 clusters Score -3281418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3281421.250000 Penalty: 5159.822754
	Iteration 23Q: 3 clusters Score -3281421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3281447.250000 Penalty: 5159.822754
	Iteration 24Q: 3 clusters Score -3281447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3281449.750000 Penalty: 5159.822754
	Iteration 25Q: 3 clusters Score -3281450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3281451.750000 Penalty: 5159.822754
	Iteration 26Q: 3 clusters Score -3281452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3281454.000000 Penalty: 5159.822754
	Iteration 27Q: 3 clusters Score -3281454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3281459.250000 Penalty: 5159.822754
	Iteration 28Q: 3 clusters Score -3281459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3281465.750000 Penalty: 5159.822754
	Iteration 29Q: 3 clusters Score -3281466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3281467.000000 Penalty: 5159.822754
	Iteration 30Q: 3 clusters Score -3281467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3281475.500000 Penalty: 5159.822754
	Iteration 31Q: 3 clusters Score -3281476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3281483.000000 Penalty: 5159.822754
	Iteration 32Q: 3 clusters Score -3281483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3281480.250000 Penalty: 5159.822754
	Iteration 33Q: 3 clusters Score -3281480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3281485.000000 Penalty: 5159.822754
	Iteration 34Q: 3 clusters Score -3281485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3281486.500000 Penalty: 5159.822754
	Iteration 35Q: 3 clusters Score -3281486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3281493.500000 Penalty: 5159.822754
	Iteration 36Q: 3 clusters Score -3281494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3281493.750000 Penalty: 5159.822754
	Iteration 37Q: 3 clusters Score -3281494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3281497.250000 Penalty: 5159.822754
	Iteration 38Q: 3 clusters Score -3281497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3281505.250000 Penalty: 5159.822754
	Iteration 39Q: 3 clusters Score -3281505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3281505.250000 Penalty: 5159.822754
	Iteration 40F: 3 clusters Score -3281505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3281504.250000 Penalty: 5159.822754
	Iteration 41Q: 3 clusters Score -3281504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3281501.000000 Penalty: 5159.822754
	Iteration 42Q: 3 clusters Score -3281501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3281494.750000 Penalty: 5159.822754
	Iteration 43Q: 3 clusters Score -3281495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3281497.500000 Penalty: 5159.822754
	Iteration 44Q: 3 clusters Score -3281498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3281504.750000 Penalty: 5159.822754
	Iteration 45Q: 3 clusters Score -3281505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3281503.000000 Penalty: 5159.822754
	Iteration 46Q: 3 clusters Score -3281503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3281506.500000 Penalty: 5159.822754
	Iteration 47Q: 3 clusters Score -3281506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3281506.250000 Penalty: 5159.822754
	Iteration 48Q: 3 clusters Score -3281506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3281513.250000 Penalty: 5159.822754
	Iteration 49Q: 3 clusters Score -3281513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3281514.250000 Penalty: 5159.822754
	Iteration 50Q: 3 clusters Score -3281514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3281526.500000 Penalty: 5159.822754
	Iteration 51Q: 3 clusters Score -3281526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3281522.500000 Penalty: 5159.822754
	Iteration 52Q: 3 clusters Score -3281522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3281525.250000 Penalty: 5159.822754
	Iteration 53Q: 3 clusters Score -3281525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3281530.500000 Penalty: 5159.822754
	Iteration 54Q: 3 clusters Score -3281530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3281536.000000 Penalty: 5159.822754
	Iteration 55Q: 3 clusters Score -3281536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3281528.750000 Penalty: 5159.822754
	Iteration 56Q: 3 clusters Score -3281529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3281532.750000 Penalty: 5159.822754
	Iteration 57Q: 3 clusters Score -3281533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3281545.500000 Penalty: 5159.822754
	Iteration 58Q: 3 clusters Score -3281546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3281537.750000 Penalty: 5159.822754
	Iteration 59Q: 3 clusters Score -3281538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3281544.750000 Penalty: 5159.822754
	Iteration 60F: 3 clusters Score -3281545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3281556.000000 Penalty: 5159.822754
	Iteration 61Q: 3 clusters Score -3281556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3281551.000000 Penalty: 5159.822754
	Iteration 62Q: 3 clusters Score -3281551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3281559.750000 Penalty: 5159.822754
	Iteration 63Q: 3 clusters Score -3281560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3281558.500000 Penalty: 5159.822754
	Iteration 64Q: 3 clusters Score -3281558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3281558.250000 Penalty: 5159.822754
	Iteration 65Q: 3 clusters Score -3281558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3281554.500000 Penalty: 5159.822754
	Iteration 66Q: 3 clusters Score -3281554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3281566.750000 Penalty: 5159.822754
	Iteration 67Q: 3 clusters Score -3281567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3281565.750000 Penalty: 5159.822754
	Iteration 68Q: 3 clusters Score -3281566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3281565.500000 Penalty: 5159.822754
	Iteration 69Q: 3 clusters Score -3281566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3281556.500000 Penalty: 5159.822754
	Iteration 70Q: 3 clusters Score -3281556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3281568.250000 Penalty: 5159.822754
	Iteration 71Q: 3 clusters Score -3281568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3281571.000000 Penalty: 5159.822754
	Iteration 72Q: 3 clusters Score -3281571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3281576.000000 Penalty: 5159.822754
	Iteration 73Q: 3 clusters Score -3281576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3281579.250000 Penalty: 5159.822754
	Iteration 74Q: 3 clusters Score -3281579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3281584.500000 Penalty: 5159.822754
	Iteration 75Q: 3 clusters Score -3281584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3281584.250000 Penalty: 5159.822754
	Iteration 76Q: 3 clusters Score -3281584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3281585.000000 Penalty: 5159.822754
	Iteration 77Q: 3 clusters Score -3281585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3281598.000000 Penalty: 5159.822754
	Iteration 78Q: 3 clusters Score -3281598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3281604.750000 Penalty: 5159.822754
	Iteration 79Q: 3 clusters Score -3281605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3281608.500000 Penalty: 5159.822754
	Iteration 80F: 3 clusters Score -3281608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3281604.500000 Penalty: 5159.822754
	Iteration 81Q: 3 clusters Score -3281604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3281596.500000 Penalty: 5159.822754
	Iteration 82Q: 3 clusters Score -3281596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3281603.000000 Penalty: 5159.822754
	Iteration 83Q: 3 clusters Score -3281603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3281604.500000 Penalty: 5159.822754
	Iteration 84Q: 3 clusters Score -3281604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3281608.250000 Penalty: 5159.822754
	Iteration 85Q: 3 clusters Score -3281608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3281610.500000 Penalty: 5159.822754
	Iteration 86Q: 3 clusters Score -3281610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3281616.500000 Penalty: 5159.822754
	Iteration 87Q: 3 clusters Score -3281616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3281621.750000 Penalty: 5159.822754
	Iteration 88Q: 3 clusters Score -3281622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3281620.500000 Penalty: 5159.822754
	Iteration 89Q: 3 clusters Score -3281620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3281624.500000 Penalty: 5159.822754
	Iteration 90Q: 3 clusters Score -3281624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3281627.750000 Penalty: 5159.822754
	Iteration 91Q: 3 clusters Score -3281628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3281633.500000 Penalty: 5159.822754
	Iteration 92Q: 3 clusters Score -3281634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3281636.250000 Penalty: 5159.822754
	Iteration 93Q: 3 clusters Score -3281636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3281641.250000 Penalty: 5159.822754
	Iteration 94Q: 3 clusters Score -3281641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3281645.000000 Penalty: 5159.822754
	Iteration 95Q: 3 clusters Score -3281645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3281645.000000 Penalty: 5159.822754
	Iteration 96Q: 3 clusters Score -3281645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3281645.750000 Penalty: 5159.822754
	Iteration 97Q: 3 clusters Score -3281646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3281644.750000 Penalty: 5159.822754
	Iteration 98Q: 3 clusters Score -3281645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3281655.750000 Penalty: 5159.822754
	Iteration 99Q: 3 clusters Score -3281656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3281658.750000 Penalty: 5159.822754
	Iteration 100F: 3 clusters Score -3281659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3281659.250000 Penalty: 5159.822754
	Iteration 101Q: 3 clusters Score -3281659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3281658.750000 Penalty: 5159.822754
	Iteration 102Q: 3 clusters Score -3281659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3281656.250000 Penalty: 5159.822754
	Iteration 103Q: 3 clusters Score -3281656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3281661.250000 Penalty: 5159.822754
	Iteration 104Q: 3 clusters Score -3281661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3281652.250000 Penalty: 5159.822754
	Iteration 105Q: 3 clusters Score -3281652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3281653.250000 Penalty: 5159.822754
	Iteration 106Q: 3 clusters Score -3281653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3281649.750000 Penalty: 5159.822754
	Iteration 107Q: 3 clusters Score -3281650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3281647.000000 Penalty: 5159.822754
	Iteration 108Q: 3 clusters Score -3281647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3281650.250000 Penalty: 5159.822754
	Iteration 109Q: 3 clusters Score -3281650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3281654.500000 Penalty: 5159.822754
	Iteration 110Q: 3 clusters Score -3281654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3281664.000000 Penalty: 5159.822754
	Iteration 111Q: 3 clusters Score -3281664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3281661.750000 Penalty: 5159.822754
	Iteration 112Q: 3 clusters Score -3281662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3281658.500000 Penalty: 5159.822754
	Iteration 113Q: 3 clusters Score -3281658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3281658.500000 Penalty: 5159.822754
	Iteration 114Q: 3 clusters Score -3281658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3281655.000000 Penalty: 5159.822754
	Iteration 115Q: 3 clusters Score -3281655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3281654.000000 Penalty: 5159.822754
	Iteration 116Q: 3 clusters Score -3281654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3281654.500000 Penalty: 5159.822754
	Iteration 117Q: 3 clusters Score -3281654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3281655.000000 Penalty: 5159.822754
	Iteration 118Q: 3 clusters Score -3281655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3281655.500000 Penalty: 5159.822754
	Iteration 119Q: 3 clusters Score -3281656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3281663.500000 Penalty: 5159.822754
	Iteration 120F: 3 clusters Score -3281664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3281650.750000 Penalty: 5159.822754
	Iteration 121Q: 3 clusters Score -3281651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3281650.000000 Penalty: 5159.822754
	Iteration 122Q: 3 clusters Score -3281650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3281655.250000 Penalty: 5159.822754
	Iteration 123Q: 3 clusters Score -3281655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3281653.500000 Penalty: 5159.822754
	Iteration 124Q: 3 clusters Score -3281654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3281657.250000 Penalty: 5159.822754
	Iteration 125Q: 3 clusters Score -3281657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3281661.500000 Penalty: 5159.822754
	Iteration 126Q: 3 clusters Score -3281662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3281657.000000 Penalty: 5159.822754
	Iteration 127Q: 3 clusters Score -3281657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3281656.750000 Penalty: 5159.822754
	Iteration 128Q: 3 clusters Score -3281657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3281657.500000 Penalty: 5159.822754
	Iteration 129Q: 3 clusters Score -3281658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3281661.500000 Penalty: 5159.822754
	Iteration 130Q: 3 clusters Score -3281662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3281661.750000 Penalty: 5159.822754
	Iteration 131Q: 3 clusters Score -3281662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3281660.750000 Penalty: 5159.822754
	Iteration 132Q: 3 clusters Score -3281661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3281660.750000 Penalty: 5159.822754
	Iteration 133Q: 3 clusters Score -3281661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3281664.250000 Penalty: 5159.822754
	Iteration 134Q: 3 clusters Score -3281664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3281663.500000 Penalty: 5159.822754
	Iteration 135Q: 3 clusters Score -3281664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3281662.250000 Penalty: 5159.822754
	Iteration 136Q: 3 clusters Score -3281662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3281665.500000 Penalty: 5159.822754
	Iteration 137Q: 3 clusters Score -3281666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3281667.000000 Penalty: 5159.822754
	Iteration 138Q: 3 clusters Score -3281667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3281667.000000 Penalty: 5159.822754
	Iteration 139F: 3 clusters Score -3281667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -174508.187500 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -174508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -172019.359375 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -172019.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -172470.937500 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -172470.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -172598.750000 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -172598.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -172699.484375 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -172699.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -172774.140625 Penalty: 3728.690430
	Iteration 4Q: 3 clusters Score -172774.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -172849.156250 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -172849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -172933.921875 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -172933.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -173009.203125 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -173009.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173111.734375 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -173111.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173246.140625 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -173246.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -173403.953125 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -173404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -173576.375000 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -173576.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -173694.359375 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -173694.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173752.500000 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -173752.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173798.781250 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -173798.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173842.265625 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -173842.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -173877.562500 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -173877.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -173911.875000 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -173911.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -173960.625000 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -173960.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -174019.328125 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -174019.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -174055.125000 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -174055.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -174076.750000 Penalty: 3728.690430
	Iteration 21Q: 3 clusters Score -174076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -174088.750000 Penalty: 3728.690430
	Iteration 22Q: 3 clusters Score -174088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -174094.546875 Penalty: 3728.690430
	Iteration 23Q: 3 clusters Score -174094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -174095.734375 Penalty: 3728.690430
	Iteration 24Q: 3 clusters Score -174095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -174096.234375 Penalty: 3728.690430
	Iteration 25Q: 3 clusters Score -174096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -174096.234375 Penalty: 3728.690430
	Iteration 26F: 3 clusters Score -174096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -244689.671875 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -244689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -241791.531250 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -241791.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -242355.578125 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -242355.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242483.500000 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -242483.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242547.859375 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -242547.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242588.828125 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -242588.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -242607.031250 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -242607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -242625.187500 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -242625.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -242645.015625 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -242645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -242657.218750 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -242657.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -242666.265625 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -242666.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -242678.984375 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -242679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -242691.453125 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -242691.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242706.875000 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -242706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -242717.812500 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -242717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -242724.515625 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -242724.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -242734.187500 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -242734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -242745.453125 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -242745.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -242755.125000 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -242755.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242765.578125 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -242765.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242777.328125 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -242777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242784.562500 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -242784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242791.000000 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -242791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -242796.000000 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -242796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -242799.406250 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -242799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -242802.265625 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -242802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -242804.625000 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -242804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -242806.843750 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -242806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -242809.968750 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -242810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -242812.421875 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -242812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -242813.421875 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -242813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -242813.421875 Penalty: 3857.161377
	Iteration 30F: 3 clusters Score -242813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -443924.968750 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -443925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -439730.562500 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -439730.6 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -440792.093750 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -440792.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -441007.750000 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -441007.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -441147.156250 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -441147.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -441253.781250 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -441253.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -441349.312500 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -441349.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -441441.312500 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -441441.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -441554.250000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -441554.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -441695.218750 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -441695.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -441841.437500 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -441841.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -441975.093750 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -441975.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -442101.750000 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -442101.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -442221.406250 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -442221.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -442344.000000 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -442344 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -442455.531250 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -442455.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -442562.937500 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -442562.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -442676.031250 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -442676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -442770.437500 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -442770.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -442820.468750 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -442820.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -442853.375000 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -442853.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -442866.625000 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -442866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -442871.656250 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -442871.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -442873.031250 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -442873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -442875.062500 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -442875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -442875.562500 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -442875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -442876.000000 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -442876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -442874.781250 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -442874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -442875.500000 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -442875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -442875.812500 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -442875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -442877.343750 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -442877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -442877.156250 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -442877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -442878.250000 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -442878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -442878.250000 Penalty: 4168.285156
	Iteration 32F: 3 clusters Score -442878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -540037.937500 Penalty: 2145.844238
	Iteration 0F: 2 clusters Score -540037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -535081.000000 Penalty: 4291.688477
	Iteration 0F: 3 clusters Score -535081 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -536379.062500 Penalty: 4291.688477
	Iteration 1F: 3 clusters Score -536379.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -536636.437500 Penalty: 4291.688477
	Iteration 2F: 3 clusters Score -536636.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -536819.937500 Penalty: 4291.688477
	Iteration 3F: 3 clusters Score -536819.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -536961.687500 Penalty: 4291.688477
	Iteration 4Q: 3 clusters Score -536961.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -537095.000000 Penalty: 4291.688477
	Iteration 5Q: 3 clusters Score -537095 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -537243.250000 Penalty: 4291.688477
	Iteration 6Q: 3 clusters Score -537243.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -537389.687500 Penalty: 4291.688477
	Iteration 7Q: 3 clusters Score -537389.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -537522.125000 Penalty: 4291.688477
	Iteration 8Q: 3 clusters Score -537522.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -537623.937500 Penalty: 4291.688477
	Iteration 9Q: 3 clusters Score -537623.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -537728.562500 Penalty: 4291.688477
	Iteration 10Q: 3 clusters Score -537728.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -537817.937500 Penalty: 4291.688477
	Iteration 11Q: 3 clusters Score -537817.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -537901.062500 Penalty: 4291.688477
	Iteration 12Q: 3 clusters Score -537901.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -538002.312500 Penalty: 4291.688477
	Iteration 13Q: 3 clusters Score -538002.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -538101.375000 Penalty: 4291.688477
	Iteration 14Q: 3 clusters Score -538101.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -538168.375000 Penalty: 4291.688477
	Iteration 15Q: 3 clusters Score -538168.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -538210.062500 Penalty: 4291.688477
	Iteration 16Q: 3 clusters Score -538210.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -538247.937500 Penalty: 4291.688477
	Iteration 17Q: 3 clusters Score -538247.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -538288.062500 Penalty: 4291.688477
	Iteration 18Q: 3 clusters Score -538288.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -538323.062500 Penalty: 4291.688477
	Iteration 19Q: 3 clusters Score -538323.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -538350.937500 Penalty: 4291.688477
	Iteration 20F: 3 clusters Score -538350.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -538381.562500 Penalty: 4291.688477
	Iteration 21Q: 3 clusters Score -538381.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -538411.187500 Penalty: 4291.688477
	Iteration 22Q: 3 clusters Score -538411.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -538442.875000 Penalty: 4291.688477
	Iteration 23Q: 3 clusters Score -538442.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -538464.500000 Penalty: 4291.688477
	Iteration 24Q: 3 clusters Score -538464.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -538488.562500 Penalty: 4291.688477
	Iteration 25Q: 3 clusters Score -538488.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -538517.375000 Penalty: 4291.688477
	Iteration 26Q: 3 clusters Score -538517.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -538562.375000 Penalty: 4291.688477
	Iteration 27Q: 3 clusters Score -538562.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -538603.437500 Penalty: 4291.688477
	Iteration 28Q: 3 clusters Score -538603.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -538638.500000 Penalty: 4291.688477
	Iteration 29Q: 3 clusters Score -538638.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -538670.562500 Penalty: 4291.688477
	Iteration 30Q: 3 clusters Score -538670.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -538700.937500 Penalty: 4291.688477
	Iteration 31Q: 3 clusters Score -538700.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -538721.750000 Penalty: 4291.688477
	Iteration 32Q: 3 clusters Score -538721.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -538738.812500 Penalty: 4291.688477
	Iteration 33Q: 3 clusters Score -538738.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -538753.187500 Penalty: 4291.688477
	Iteration 34Q: 3 clusters Score -538753.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -538773.562500 Penalty: 4291.688477
	Iteration 35Q: 3 clusters Score -538773.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -538790.312500 Penalty: 4291.688477
	Iteration 36Q: 3 clusters Score -538790.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -538809.750000 Penalty: 4291.688477
	Iteration 37Q: 3 clusters Score -538809.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -538827.812500 Penalty: 4291.688477
	Iteration 38Q: 3 clusters Score -538827.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -538848.062500 Penalty: 4291.688477
	Iteration 39Q: 3 clusters Score -538848.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -538858.500000 Penalty: 4291.688477
	Iteration 40F: 3 clusters Score -538858.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -538870.562500 Penalty: 4291.688477
	Iteration 41Q: 3 clusters Score -538870.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -538878.625000 Penalty: 4291.688477
	Iteration 42Q: 3 clusters Score -538878.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -538886.125000 Penalty: 4291.688477
	Iteration 43Q: 3 clusters Score -538886.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -538892.250000 Penalty: 4291.688477
	Iteration 44Q: 3 clusters Score -538892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -538897.250000 Penalty: 4291.688477
	Iteration 45Q: 3 clusters Score -538897.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -538899.062500 Penalty: 4291.688477
	Iteration 46Q: 3 clusters Score -538899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -538901.875000 Penalty: 4291.688477
	Iteration 47Q: 3 clusters Score -538901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -538902.000000 Penalty: 4291.688477
	Iteration 48Q: 3 clusters Score -538902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -538904.125000 Penalty: 4291.688477
	Iteration 49Q: 3 clusters Score -538904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -538904.312500 Penalty: 4291.688477
	Iteration 50Q: 3 clusters Score -538904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -538904.625000 Penalty: 4291.688477
	Iteration 51Q: 3 clusters Score -538904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -538903.937500 Penalty: 4291.688477
	Iteration 52Q: 3 clusters Score -538903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -538904.812500 Penalty: 4291.688477
	Iteration 53Q: 3 clusters Score -538904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -538903.625000 Penalty: 4291.688477
	Iteration 54Q: 3 clusters Score -538903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -538905.062500 Penalty: 4291.688477
	Iteration 55Q: 3 clusters Score -538905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -538905.687500 Penalty: 4291.688477
	Iteration 56Q: 3 clusters Score -538905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -538905.437500 Penalty: 4291.688477
	Iteration 57Q: 3 clusters Score -538905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -538906.250000 Penalty: 4291.688477
	Iteration 58Q: 3 clusters Score -538906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -538905.812500 Penalty: 4291.688477
	Iteration 59Q: 3 clusters Score -538905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -538906.062500 Penalty: 4291.688477
	Iteration 60F: 3 clusters Score -538906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -538906.562500 Penalty: 4291.688477
	Iteration 61Q: 3 clusters Score -538906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -538908.375000 Penalty: 4291.688477
	Iteration 62Q: 3 clusters Score -538908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -538909.312500 Penalty: 4291.688477
	Iteration 63Q: 3 clusters Score -538909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -538909.187500 Penalty: 4291.688477
	Iteration 64Q: 3 clusters Score -538909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -538909.375000 Penalty: 4291.688477
	Iteration 65Q: 3 clusters Score -538909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -538909.437500 Penalty: 4291.688477
	Iteration 66Q: 3 clusters Score -538909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -538911.312500 Penalty: 4291.688477
	Iteration 67Q: 3 clusters Score -538911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -538911.500000 Penalty: 4291.688477
	Iteration 68Q: 3 clusters Score -538911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -538911.750000 Penalty: 4291.688477
	Iteration 69Q: 3 clusters Score -538911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -538912.250000 Penalty: 4291.688477
	Iteration 70Q: 3 clusters Score -538912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -538912.312500 Penalty: 4291.688477
	Iteration 71Q: 3 clusters Score -538912.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -538912.312500 Penalty: 4291.688477
	Iteration 72F: 3 clusters Score -538912.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -52462.894531 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -52462.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50887.582031 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -50887.58 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51074.390625 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -51074.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51133.304688 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -51133.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51196.218750 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -51196.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51248.804688 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -51248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51273.007812 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -51273.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51295.617188 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -51295.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51308.371094 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -51308.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51328.671875 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -51328.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51348.031250 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -51348.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51356.273438 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -51356.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51362.617188 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -51362.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51367.070312 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -51367.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51368.730469 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -51368.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51379.222656 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -51379.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51387.101562 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -51387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51398.585938 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -51398.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51415.527344 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -51415.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51438.339844 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -51438.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51451.597656 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -51451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51456.773438 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -51456.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51458.960938 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -51458.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51462.871094 Penalty: 3143.065674
	Iteration 22Q: 3 clusters Score -51462.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51467.687500 Penalty: 3143.065674
	Iteration 23Q: 3 clusters Score -51467.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51474.816406 Penalty: 3143.065674
	Iteration 24Q: 3 clusters Score -51474.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51474.816406 Penalty: 3143.065674
	Iteration 25F: 3 clusters Score -51474.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -561032.875000 Penalty: 2154.402100
	Iteration 0F: 2 clusters Score -561032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -555945.250000 Penalty: 4308.804199
	Iteration 0F: 3 clusters Score -555945.2 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -557243.875000 Penalty: 4308.804199
	Iteration 1F: 3 clusters Score -557243.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -557442.875000 Penalty: 4308.804199
	Iteration 2F: 3 clusters Score -557442.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -557571.812500 Penalty: 4308.804199
	Iteration 3Q: 3 clusters Score -557571.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -557671.187500 Penalty: 4308.804199
	Iteration 4Q: 3 clusters Score -557671.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -557751.187500 Penalty: 4308.804199
	Iteration 5Q: 3 clusters Score -557751.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -557811.750000 Penalty: 4308.804199
	Iteration 6Q: 3 clusters Score -557811.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -557861.000000 Penalty: 4308.804199
	Iteration 7Q: 3 clusters Score -557861 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -557904.625000 Penalty: 4308.804199
	Iteration 8Q: 3 clusters Score -557904.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -557942.375000 Penalty: 4308.804199
	Iteration 9Q: 3 clusters Score -557942.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -557988.687500 Penalty: 4308.804199
	Iteration 10Q: 3 clusters Score -557988.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -558034.687500 Penalty: 4308.804199
	Iteration 11Q: 3 clusters Score -558034.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -558081.187500 Penalty: 4308.804199
	Iteration 12Q: 3 clusters Score -558081.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -558127.437500 Penalty: 4308.804199
	Iteration 13Q: 3 clusters Score -558127.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -558171.375000 Penalty: 4308.804199
	Iteration 14Q: 3 clusters Score -558171.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -558218.250000 Penalty: 4308.804199
	Iteration 15Q: 3 clusters Score -558218.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -558269.250000 Penalty: 4308.804199
	Iteration 16Q: 3 clusters Score -558269.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -558317.437500 Penalty: 4308.804199
	Iteration 17Q: 3 clusters Score -558317.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -558362.625000 Penalty: 4308.804199
	Iteration 18Q: 3 clusters Score -558362.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -558418.812500 Penalty: 4308.804199
	Iteration 19Q: 3 clusters Score -558418.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -558476.187500 Penalty: 4308.804199
	Iteration 20F: 3 clusters Score -558476.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -558533.812500 Penalty: 4308.804199
	Iteration 21Q: 3 clusters Score -558533.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -558588.437500 Penalty: 4308.804199
	Iteration 22Q: 3 clusters Score -558588.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -558644.812500 Penalty: 4308.804199
	Iteration 23Q: 3 clusters Score -558644.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -558698.187500 Penalty: 4308.804199
	Iteration 24Q: 3 clusters Score -558698.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -558748.437500 Penalty: 4308.804199
	Iteration 25Q: 3 clusters Score -558748.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -558810.125000 Penalty: 4308.804199
	Iteration 26Q: 3 clusters Score -558810.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -558889.500000 Penalty: 4308.804199
	Iteration 27Q: 3 clusters Score -558889.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -558976.062500 Penalty: 4308.804199
	Iteration 28Q: 3 clusters Score -558976.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -559072.937500 Penalty: 4308.804199
	Iteration 29Q: 3 clusters Score -559072.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -559169.375000 Penalty: 4308.804199
	Iteration 30Q: 3 clusters Score -559169.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -559273.687500 Penalty: 4308.804199
	Iteration 31Q: 3 clusters Score -559273.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -559369.312500 Penalty: 4308.804199
	Iteration 32Q: 3 clusters Score -559369.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -559447.812500 Penalty: 4308.804199
	Iteration 33Q: 3 clusters Score -559447.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -559506.625000 Penalty: 4308.804199
	Iteration 34Q: 3 clusters Score -559506.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -559551.625000 Penalty: 4308.804199
	Iteration 35Q: 3 clusters Score -559551.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -559591.562500 Penalty: 4308.804199
	Iteration 36Q: 3 clusters Score -559591.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -559625.687500 Penalty: 4308.804199
	Iteration 37Q: 3 clusters Score -559625.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -559655.562500 Penalty: 4308.804199
	Iteration 38Q: 3 clusters Score -559655.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -559672.562500 Penalty: 4308.804199
	Iteration 39Q: 3 clusters Score -559672.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -559684.500000 Penalty: 4308.804199
	Iteration 40F: 3 clusters Score -559684.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -559695.625000 Penalty: 4308.804199
	Iteration 41Q: 3 clusters Score -559695.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -559711.312500 Penalty: 4308.804199
	Iteration 42Q: 3 clusters Score -559711.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -559730.750000 Penalty: 4308.804199
	Iteration 43Q: 3 clusters Score -559730.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -559754.812500 Penalty: 4308.804199
	Iteration 44Q: 3 clusters Score -559754.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -559781.875000 Penalty: 4308.804199
	Iteration 45Q: 3 clusters Score -559781.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -559793.437500 Penalty: 4308.804199
	Iteration 46Q: 3 clusters Score -559793.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -559807.062500 Penalty: 4308.804199
	Iteration 47Q: 3 clusters Score -559807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -559815.125000 Penalty: 4308.804199
	Iteration 48Q: 3 clusters Score -559815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -559816.687500 Penalty: 4308.804199
	Iteration 49Q: 3 clusters Score -559816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -559817.500000 Penalty: 4308.804199
	Iteration 50Q: 3 clusters Score -559817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -559818.062500 Penalty: 4308.804199
	Iteration 51Q: 3 clusters Score -559818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -559818.312500 Penalty: 4308.804199
	Iteration 52Q: 3 clusters Score -559818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -559818.812500 Penalty: 4308.804199
	Iteration 53Q: 3 clusters Score -559818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -559818.812500 Penalty: 4308.804199
	Iteration 54F: 3 clusters Score -559818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -331853.406250 Penalty: 2061.713867
	Iteration 0F: 2 clusters Score -331853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -327943.750000 Penalty: 4123.427734
	Iteration 0F: 3 clusters Score -327943.8 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -329115.906250 Penalty: 4123.427734
	Iteration 1F: 3 clusters Score -329115.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -329513.750000 Penalty: 4123.427734
	Iteration 2F: 3 clusters Score -329513.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -329826.562500 Penalty: 4123.427734
	Iteration 3F: 3 clusters Score -329826.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -330022.937500 Penalty: 4123.427734
	Iteration 4F: 3 clusters Score -330022.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -330142.656250 Penalty: 4123.427734
	Iteration 5Q: 3 clusters Score -330142.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -330222.750000 Penalty: 4123.427734
	Iteration 6Q: 3 clusters Score -330222.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330297.093750 Penalty: 4123.427734
	Iteration 7Q: 3 clusters Score -330297.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -330349.687500 Penalty: 4123.427734
	Iteration 8Q: 3 clusters Score -330349.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -330401.718750 Penalty: 4123.427734
	Iteration 9Q: 3 clusters Score -330401.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -330435.437500 Penalty: 4123.427734
	Iteration 10Q: 3 clusters Score -330435.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -330461.906250 Penalty: 4123.427734
	Iteration 11Q: 3 clusters Score -330461.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -330485.718750 Penalty: 4123.427734
	Iteration 12Q: 3 clusters Score -330485.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -330500.468750 Penalty: 4123.427734
	Iteration 13Q: 3 clusters Score -330500.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -330513.968750 Penalty: 4123.427734
	Iteration 14Q: 3 clusters Score -330514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -330523.375000 Penalty: 4123.427734
	Iteration 15Q: 3 clusters Score -330523.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -330532.593750 Penalty: 4123.427734
	Iteration 16Q: 3 clusters Score -330532.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -330539.656250 Penalty: 4123.427734
	Iteration 17Q: 3 clusters Score -330539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -330547.375000 Penalty: 4123.427734
	Iteration 18Q: 3 clusters Score -330547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -330554.312500 Penalty: 4123.427734
	Iteration 19Q: 3 clusters Score -330554.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330559.187500 Penalty: 4123.427734
	Iteration 20F: 3 clusters Score -330559.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -330562.718750 Penalty: 4123.427734
	Iteration 21Q: 3 clusters Score -330562.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330568.250000 Penalty: 4123.427734
	Iteration 22Q: 3 clusters Score -330568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330576.968750 Penalty: 4123.427734
	Iteration 23Q: 3 clusters Score -330577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330580.156250 Penalty: 4123.427734
	Iteration 24Q: 3 clusters Score -330580.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -330585.437500 Penalty: 4123.427734
	Iteration 25Q: 3 clusters Score -330585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330587.656250 Penalty: 4123.427734
	Iteration 26Q: 3 clusters Score -330587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330589.343750 Penalty: 4123.427734
	Iteration 27Q: 3 clusters Score -330589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -330591.562500 Penalty: 4123.427734
	Iteration 28Q: 3 clusters Score -330591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330595.031250 Penalty: 4123.427734
	Iteration 29Q: 3 clusters Score -330595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330595.906250 Penalty: 4123.427734
	Iteration 30Q: 3 clusters Score -330595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330597.906250 Penalty: 4123.427734
	Iteration 31Q: 3 clusters Score -330597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -330600.843750 Penalty: 4123.427734
	Iteration 32Q: 3 clusters Score -330600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330602.093750 Penalty: 4123.427734
	Iteration 33Q: 3 clusters Score -330602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -330604.062500 Penalty: 4123.427734
	Iteration 34Q: 3 clusters Score -330604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -330604.750000 Penalty: 4123.427734
	Iteration 35Q: 3 clusters Score -330604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -330606.687500 Penalty: 4123.427734
	Iteration 36Q: 3 clusters Score -330606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -330607.437500 Penalty: 4123.427734
	Iteration 37Q: 3 clusters Score -330607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -330608.656250 Penalty: 4123.427734
	Iteration 38Q: 3 clusters Score -330608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330611.781250 Penalty: 4123.427734
	Iteration 39Q: 3 clusters Score -330611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330614.281250 Penalty: 4123.427734
	Iteration 40F: 3 clusters Score -330614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330614.281250 Penalty: 4123.427734
	Iteration 41Q: 3 clusters Score -330614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330615.687500 Penalty: 4123.427734
	Iteration 42Q: 3 clusters Score -330615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330616.218750 Penalty: 4123.427734
	Iteration 43Q: 3 clusters Score -330616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -330616.593750 Penalty: 4123.427734
	Iteration 44Q: 3 clusters Score -330616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330618.000000 Penalty: 4123.427734
	Iteration 45Q: 3 clusters Score -330618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330619.250000 Penalty: 4123.427734
	Iteration 46Q: 3 clusters Score -330619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330621.187500 Penalty: 4123.427734
	Iteration 47Q: 3 clusters Score -330621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -330622.343750 Penalty: 4123.427734
	Iteration 48Q: 3 clusters Score -330622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330623.062500 Penalty: 4123.427734
	Iteration 49Q: 3 clusters Score -330623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -330623.843750 Penalty: 4123.427734
	Iteration 50Q: 3 clusters Score -330623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330626.343750 Penalty: 4123.427734
	Iteration 51Q: 3 clusters Score -330626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330628.343750 Penalty: 4123.427734
	Iteration 52Q: 3 clusters Score -330628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -330631.656250 Penalty: 4123.427734
	Iteration 53Q: 3 clusters Score -330631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330632.468750 Penalty: 4123.427734
	Iteration 54Q: 3 clusters Score -330632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330633.625000 Penalty: 4123.427734
	Iteration 55Q: 3 clusters Score -330633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -330632.968750 Penalty: 4123.427734
	Iteration 56Q: 3 clusters Score -330633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330634.406250 Penalty: 4123.427734
	Iteration 57Q: 3 clusters Score -330634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -330634.906250 Penalty: 4123.427734
	Iteration 58Q: 3 clusters Score -330634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330634.500000 Penalty: 4123.427734
	Iteration 59Q: 3 clusters Score -330634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330634.500000 Penalty: 4123.427734
	Iteration 60F: 3 clusters Score -330634.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -361523.281250 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -361523.3 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 1835 members 
Entering Unmasked Estep 
Score: -357846.406250 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -357846.4 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -358726.937500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -358726.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -358977.281250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -358977.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -359198.406250 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -359198.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -359390.343750 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -359390.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -359560.656250 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -359560.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -359690.781250 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -359690.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -359834.000000 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -359834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -359937.187500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -359937.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -360005.656250 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -360005.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -360055.593750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -360055.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -360093.968750 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -360094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -360124.281250 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -360124.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -360150.656250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -360150.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -360169.562500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -360169.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -360183.125000 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -360183.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -360193.125000 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -360193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -360200.500000 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -360200.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -360205.937500 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -360205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -360213.656250 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -360213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -360223.031250 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -360223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -360236.906250 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -360236.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -360249.250000 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -360249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -360263.125000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -360263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -360276.531250 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -360276.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -360296.812500 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -360296.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -360323.343750 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -360323.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -360358.687500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -360358.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -360400.750000 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -360400.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -360426.000000 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -360426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -360445.093750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -360445.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -360458.343750 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -360458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -360464.562500 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -360464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -360468.250000 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -360468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360473.750000 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -360473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -360475.906250 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -360475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -360478.843750 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -360478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -360480.531250 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -360480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -360483.781250 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -360483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -360487.437500 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -360487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -360493.406250 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -360493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -360496.937500 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -360496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -360496.562500 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -360496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -360496.562500 Penalty: 4076.785645
	Iteration 43F: 3 clusters Score -360496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Entering Unmasked Estep 
Score: -936870.625000 Penalty: 2255.737305
	Iteration 0F: 2 clusters Score -936870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -929900.812500 Penalty: 4511.474609
	Iteration 0F: 3 clusters Score -929900.8 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -931985.375000 Penalty: 4511.474609
	Iteration 1F: 3 clusters Score -931985.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -932362.000000 Penalty: 4511.474609
	Iteration 2F: 3 clusters Score -932362 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -932729.750000 Penalty: 4511.474609
	Iteration 3F: 3 clusters Score -932729.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -933093.125000 Penalty: 4511.474609
	Iteration 4F: 3 clusters Score -933093.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -933471.062500 Penalty: 4511.474609
	Iteration 5F: 3 clusters Score -933471.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -933830.187500 Penalty: 4511.474609
	Iteration 6F: 3 clusters Score -933830.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -934136.750000 Penalty: 4511.474609
	Iteration 7F: 3 clusters Score -934136.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -934372.375000 Penalty: 4511.474609
	Iteration 8Q: 3 clusters Score -934372.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -934515.750000 Penalty: 4511.474609
	Iteration 9Q: 3 clusters Score -934515.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -934617.687500 Penalty: 4511.474609
	Iteration 10Q: 3 clusters Score -934617.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -934674.500000 Penalty: 4511.474609
	Iteration 11Q: 3 clusters Score -934674.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -934710.500000 Penalty: 4511.474609
	Iteration 12Q: 3 clusters Score -934710.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -934739.062500 Penalty: 4511.474609
	Iteration 13Q: 3 clusters Score -934739.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -934757.500000 Penalty: 4511.474609
	Iteration 14Q: 3 clusters Score -934757.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -934771.312500 Penalty: 4511.474609
	Iteration 15Q: 3 clusters Score -934771.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -934787.750000 Penalty: 4511.474609
	Iteration 16Q: 3 clusters Score -934787.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -934794.562500 Penalty: 4511.474609
	Iteration 17Q: 3 clusters Score -934794.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -934803.500000 Penalty: 4511.474609
	Iteration 18Q: 3 clusters Score -934803.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -934816.625000 Penalty: 4511.474609
	Iteration 19Q: 3 clusters Score -934816.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -934825.250000 Penalty: 4511.474609
	Iteration 20F: 3 clusters Score -934825.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -934833.375000 Penalty: 4511.474609
	Iteration 21Q: 3 clusters Score -934833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -934836.000000 Penalty: 4511.474609
	Iteration 22Q: 3 clusters Score -934836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -934837.937500 Penalty: 4511.474609
	Iteration 23Q: 3 clusters Score -934837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -934842.812500 Penalty: 4511.474609
	Iteration 24Q: 3 clusters Score -934842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -934844.187500 Penalty: 4511.474609
	Iteration 25Q: 3 clusters Score -934844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -934846.250000 Penalty: 4511.474609
	Iteration 26Q: 3 clusters Score -934846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -934848.875000 Penalty: 4511.474609
	Iteration 27Q: 3 clusters Score -934848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -934847.437500 Penalty: 4511.474609
	Iteration 28Q: 3 clusters Score -934847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -934847.500000 Penalty: 4511.474609
	Iteration 29Q: 3 clusters Score -934847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -934848.000000 Penalty: 4511.474609
	Iteration 30Q: 3 clusters Score -934848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -934847.500000 Penalty: 4511.474609
	Iteration 31Q: 3 clusters Score -934847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -934849.437500 Penalty: 4511.474609
	Iteration 32Q: 3 clusters Score -934849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -934850.250000 Penalty: 4511.474609
	Iteration 33Q: 3 clusters Score -934850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -934849.500000 Penalty: 4511.474609
	Iteration 34Q: 3 clusters Score -934849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -934853.062500 Penalty: 4511.474609
	Iteration 35Q: 3 clusters Score -934853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -934855.062500 Penalty: 4511.474609
	Iteration 36Q: 3 clusters Score -934855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -934854.375000 Penalty: 4511.474609
	Iteration 37Q: 3 clusters Score -934854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -934857.250000 Penalty: 4511.474609
	Iteration 38Q: 3 clusters Score -934857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -934856.750000 Penalty: 4511.474609
	Iteration 39Q: 3 clusters Score -934856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -934858.312500 Penalty: 4511.474609
	Iteration 40F: 3 clusters Score -934858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -934859.812500 Penalty: 4511.474609
	Iteration 41Q: 3 clusters Score -934859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -934860.187500 Penalty: 4511.474609
	Iteration 42Q: 3 clusters Score -934860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -934858.937500 Penalty: 4511.474609
	Iteration 43Q: 3 clusters Score -934858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -934862.437500 Penalty: 4511.474609
	Iteration 44Q: 3 clusters Score -934862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -934862.250000 Penalty: 4511.474609
	Iteration 45Q: 3 clusters Score -934862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -934862.250000 Penalty: 4511.474609
	Iteration 46F: 3 clusters Score -934862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Entering Unmasked Estep 
Score: -3280897.250000 Penalty: 2600.045410
	Iteration 0F: 2 clusters Score -3280897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3256424.250000 Penalty: 5200.090820
	Iteration 0F: 3 clusters Score -3256424 nChanged 16362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3266077.000000 Penalty: 5200.090820
	Iteration 1F: 3 clusters Score -3266077 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3266965.750000 Penalty: 5200.090820
	Iteration 2F: 3 clusters Score -3266966 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3267825.000000 Penalty: 5200.090820
	Iteration 3F: 3 clusters Score -3267825 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3268637.250000 Penalty: 5200.090820
	Iteration 4F: 3 clusters Score -3268637 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3269396.250000 Penalty: 5200.090820
	Iteration 5Q: 3 clusters Score -3269396 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3270042.750000 Penalty: 5200.090820
	Iteration 6Q: 3 clusters Score -3270043 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3270605.500000 Penalty: 5200.090820
	Iteration 7Q: 3 clusters Score -3270606 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3271089.750000 Penalty: 5200.090820
	Iteration 8Q: 3 clusters Score -3271090 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3271552.500000 Penalty: 5200.090820
	Iteration 9Q: 3 clusters Score -3271552 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -3272123.000000 Penalty: 5200.090820
	Iteration 10Q: 3 clusters Score -3272123 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3272736.250000 Penalty: 5200.090820
	Iteration 11Q: 3 clusters Score -3272736 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3273353.000000 Penalty: 5200.090820
	Iteration 12Q: 3 clusters Score -3273353 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3273975.250000 Penalty: 5200.090820
	Iteration 13Q: 3 clusters Score -3273975 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3274444.250000 Penalty: 5200.090820
	Iteration 14Q: 3 clusters Score -3274444 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3274835.000000 Penalty: 5200.090820
	Iteration 15Q: 3 clusters Score -3274835 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3275135.750000 Penalty: 5200.090820
	Iteration 16Q: 3 clusters Score -3275136 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3275404.000000 Penalty: 5200.090820
	Iteration 17Q: 3 clusters Score -3275404 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3275659.000000 Penalty: 5200.090820
	Iteration 18Q: 3 clusters Score -3275659 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3275889.000000 Penalty: 5200.090820
	Iteration 19Q: 3 clusters Score -3275889 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3276129.000000 Penalty: 5200.090820
	Iteration 20F: 3 clusters Score -3276129 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3276343.500000 Penalty: 5200.090820
	Iteration 21Q: 3 clusters Score -3276344 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3276575.000000 Penalty: 5200.090820
	Iteration 22Q: 3 clusters Score -3276575 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3276804.500000 Penalty: 5200.090820
	Iteration 23Q: 3 clusters Score -3276804 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3277029.500000 Penalty: 5200.090820
	Iteration 24Q: 3 clusters Score -3277030 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3277259.500000 Penalty: 5200.090820
	Iteration 25Q: 3 clusters Score -3277260 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3277457.000000 Penalty: 5200.090820
	Iteration 26Q: 3 clusters Score -3277457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3277649.000000 Penalty: 5200.090820
	Iteration 27Q: 3 clusters Score -3277649 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -3277863.750000 Penalty: 5200.090820
	Iteration 28Q: 3 clusters Score -3277864 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3278038.250000 Penalty: 5200.090820
	Iteration 29Q: 3 clusters Score -3278038 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -3278213.000000 Penalty: 5200.090820
	Iteration 30Q: 3 clusters Score -3278213 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3278373.000000 Penalty: 5200.090820
	Iteration 31Q: 3 clusters Score -3278373 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -3278497.000000 Penalty: 5200.090820
	Iteration 32Q: 3 clusters Score -3278497 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -3278591.750000 Penalty: 5200.090820
	Iteration 33Q: 3 clusters Score -3278592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3278657.000000 Penalty: 5200.090820
	Iteration 34Q: 3 clusters Score -3278657 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3278733.000000 Penalty: 5200.090820
	Iteration 35Q: 3 clusters Score -3278733 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3278796.000000 Penalty: 5200.090820
	Iteration 36Q: 3 clusters Score -3278796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -3278838.250000 Penalty: 5200.090820
	Iteration 37Q: 3 clusters Score -3278838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -3278882.500000 Penalty: 5200.090820
	Iteration 38Q: 3 clusters Score -3278882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -3278903.500000 Penalty: 5200.090820
	Iteration 39Q: 3 clusters Score -3278904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -3278939.750000 Penalty: 5200.090820
	Iteration 40F: 3 clusters Score -3278940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3278954.000000 Penalty: 5200.090820
	Iteration 41Q: 3 clusters Score -3278954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -3278965.500000 Penalty: 5200.090820
	Iteration 42Q: 3 clusters Score -3278966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3278972.000000 Penalty: 5200.090820
	Iteration 43Q: 3 clusters Score -3278972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3278975.750000 Penalty: 5200.090820
	Iteration 44Q: 3 clusters Score -3278976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3278985.250000 Penalty: 5200.090820
	Iteration 45Q: 3 clusters Score -3278985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -3278997.750000 Penalty: 5200.090820
	Iteration 46Q: 3 clusters Score -3278998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3279006.000000 Penalty: 5200.090820
	Iteration 47Q: 3 clusters Score -3279006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -3279010.500000 Penalty: 5200.090820
	Iteration 48Q: 3 clusters Score -3279010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -3279018.500000 Penalty: 5200.090820
	Iteration 49Q: 3 clusters Score -3279018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -3279023.250000 Penalty: 5200.090820
	Iteration 50Q: 3 clusters Score -3279023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3279032.250000 Penalty: 5200.090820
	Iteration 51Q: 3 clusters Score -3279032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -3279040.500000 Penalty: 5200.090820
	Iteration 52Q: 3 clusters Score -3279040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -3279038.750000 Penalty: 5200.090820
	Iteration 53Q: 3 clusters Score -3279039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3279042.000000 Penalty: 5200.090820
	Iteration 54Q: 3 clusters Score -3279042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -3279043.500000 Penalty: 5200.090820
	Iteration 55Q: 3 clusters Score -3279044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3279046.500000 Penalty: 5200.090820
	Iteration 56Q: 3 clusters Score -3279046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -3279045.750000 Penalty: 5200.090820
	Iteration 57Q: 3 clusters Score -3279046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3279050.250000 Penalty: 5200.090820
	Iteration 58Q: 3 clusters Score -3279050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3279049.000000 Penalty: 5200.090820
	Iteration 59Q: 3 clusters Score -3279049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3279049.750000 Penalty: 5200.090820
	Iteration 60F: 3 clusters Score -3279050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -347534.343750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -347534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -343964.437500 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -343964.4 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -344718.343750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -344718.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -344874.187500 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -344874.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -344949.718750 Penalty: 4042.202637
	Iteration 3Q: 3 clusters Score -344949.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -344994.875000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -344994.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -345036.812500 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -345036.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -345069.625000 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -345069.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -345105.000000 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -345105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -345134.781250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -345134.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -345158.750000 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -345158.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -345176.781250 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -345176.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345192.781250 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -345192.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -345210.656250 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -345210.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -345231.031250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -345231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -345245.156250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -345245.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -345259.625000 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -345259.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -345274.906250 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -345274.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -345293.500000 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -345293.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -345306.718750 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -345306.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -345319.343750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -345319.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -345336.218750 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -345336.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -345355.687500 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -345355.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -345377.218750 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -345377.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -345400.968750 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -345401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -345424.437500 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -345424.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -345446.406250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -345446.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -345470.656250 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -345470.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -345495.593750 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -345495.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -345519.250000 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -345519.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -345542.687500 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -345542.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -345562.156250 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -345562.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -345586.093750 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -345586.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -345615.500000 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -345615.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -345644.843750 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -345644.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -345668.062500 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -345668.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -345681.812500 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -345681.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -345692.625000 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -345692.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -345701.718750 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -345701.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -345711.187500 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -345711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -345723.250000 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -345723.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -345735.343750 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -345735.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -345749.000000 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -345749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -345758.375000 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -345758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -345769.250000 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -345769.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -345780.343750 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -345780.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -345786.812500 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -345786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -345792.656250 Penalty: 4042.202637
	Iteration 46Q: 3 clusters Score -345792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -345797.718750 Penalty: 4042.202637
	Iteration 47Q: 3 clusters Score -345797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -345802.125000 Penalty: 4042.202637
	Iteration 48Q: 3 clusters Score -345802.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -345806.468750 Penalty: 4042.202637
	Iteration 49Q: 3 clusters Score -345806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -345808.906250 Penalty: 4042.202637
	Iteration 50Q: 3 clusters Score -345808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -345810.656250 Penalty: 4042.202637
	Iteration 51Q: 3 clusters Score -345810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -345815.218750 Penalty: 4042.202637
	Iteration 52Q: 3 clusters Score -345815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -345821.343750 Penalty: 4042.202637
	Iteration 53Q: 3 clusters Score -345821.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -345824.531250 Penalty: 4042.202637
	Iteration 54Q: 3 clusters Score -345824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -345827.281250 Penalty: 4042.202637
	Iteration 55Q: 3 clusters Score -345827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -345828.218750 Penalty: 4042.202637
	Iteration 56Q: 3 clusters Score -345828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -345828.843750 Penalty: 4042.202637
	Iteration 57Q: 3 clusters Score -345828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -345829.312500 Penalty: 4042.202637
	Iteration 58Q: 3 clusters Score -345829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -345829.500000 Penalty: 4042.202637
	Iteration 59Q: 3 clusters Score -345829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -345829.500000 Penalty: 4042.202637
	Iteration 60F: 3 clusters Score -345829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -231399.015625 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -231399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -228541.390625 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -228541.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -229062.109375 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -229062.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -229210.750000 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -229210.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229296.578125 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -229296.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229352.156250 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -229352.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -229409.718750 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -229409.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -229458.968750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -229459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -229506.421875 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -229506.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229561.062500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -229561.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229623.812500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -229623.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -229696.328125 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -229696.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -229754.000000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -229754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -229789.484375 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -229789.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -229820.781250 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -229820.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -229839.390625 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -229839.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -229860.781250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -229860.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -229878.343750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -229878.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -229890.968750 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -229891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -229903.484375 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -229903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -229911.859375 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -229911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -229919.203125 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -229919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -229924.187500 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -229924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -229927.796875 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -229927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -229932.296875 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -229932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -229937.546875 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -229937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -229941.312500 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -229941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -229945.921875 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -229945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -229951.406250 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -229951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -229957.828125 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -229957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -229966.093750 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -229966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -229975.531250 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -229975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -229981.187500 Penalty: 3852.562988
	Iteration 31Q: 3 clusters Score -229981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -229986.312500 Penalty: 3852.562988
	Iteration 32Q: 3 clusters Score -229986.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -229994.281250 Penalty: 3852.562988
	Iteration 33Q: 3 clusters Score -229994.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -230006.750000 Penalty: 3852.562988
	Iteration 34Q: 3 clusters Score -230006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -230013.281250 Penalty: 3852.562988
	Iteration 35Q: 3 clusters Score -230013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -230021.000000 Penalty: 3852.562988
	Iteration 36Q: 3 clusters Score -230021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -230031.312500 Penalty: 3852.562988
	Iteration 37Q: 3 clusters Score -230031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -230036.234375 Penalty: 3852.562988
	Iteration 38Q: 3 clusters Score -230036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -230041.031250 Penalty: 3852.562988
	Iteration 39Q: 3 clusters Score -230041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -230043.906250 Penalty: 3852.562988
	Iteration 40F: 3 clusters Score -230043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -230044.781250 Penalty: 3852.562988
	Iteration 41Q: 3 clusters Score -230044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -230046.984375 Penalty: 3852.562988
	Iteration 42Q: 3 clusters Score -230047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -230050.062500 Penalty: 3852.562988
	Iteration 43Q: 3 clusters Score -230050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -230053.140625 Penalty: 3852.562988
	Iteration 44Q: 3 clusters Score -230053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -230057.453125 Penalty: 3852.562988
	Iteration 45Q: 3 clusters Score -230057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -230062.000000 Penalty: 3852.562988
	Iteration 46Q: 3 clusters Score -230062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -230062.156250 Penalty: 3852.562988
	Iteration 47Q: 3 clusters Score -230062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -230064.281250 Penalty: 3852.562988
	Iteration 48Q: 3 clusters Score -230064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -230065.359375 Penalty: 3852.562988
	Iteration 49Q: 3 clusters Score -230065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -230065.359375 Penalty: 3852.562988
	Iteration 50F: 3 clusters Score -230065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -714156.062500 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -714156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -708298.125000 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -708298.1 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -709881.375000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -709881.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -710178.187500 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -710178.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -710349.187500 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -710349.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -710479.062500 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -710479.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -710583.687500 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -710583.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -710665.937500 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -710665.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -710746.375000 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -710746.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -710817.375000 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -710817.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -710881.875000 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -710881.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -710944.375000 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -710944.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -710994.187500 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -710994.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -711034.375000 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -711034.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -711066.062500 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -711066.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -711098.375000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -711098.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -711129.625000 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -711129.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -711155.937500 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -711155.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -711173.375000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -711173.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -711191.312500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -711191.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -711208.125000 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -711208.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -711222.937500 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -711222.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -711237.750000 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -711237.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -711254.125000 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -711254.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -711265.187500 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -711265.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -711274.500000 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -711274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -711281.000000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -711281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -711285.312500 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -711285.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -711293.625000 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -711293.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -711296.625000 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -711296.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -711301.687500 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -711301.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -711305.437500 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -711305.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -711312.000000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -711312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -711318.625000 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -711318.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -711326.375000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -711326.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -711331.562500 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -711331.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -711335.562500 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -711335.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -711342.125000 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -711342.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -711346.937500 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -711346.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -711352.812500 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -711352.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -711355.750000 Penalty: 4406.972656
	Iteration 39Q: 3 clusters Score -711355.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -711361.437500 Penalty: 4406.972656
	Iteration 40F: 3 clusters Score -711361.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -711369.250000 Penalty: 4406.972656
	Iteration 41Q: 3 clusters Score -711369.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -711373.812500 Penalty: 4406.972656
	Iteration 42Q: 3 clusters Score -711373.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -711383.062500 Penalty: 4406.972656
	Iteration 43Q: 3 clusters Score -711383.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -711390.500000 Penalty: 4406.972656
	Iteration 44Q: 3 clusters Score -711390.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -711397.437500 Penalty: 4406.972656
	Iteration 45Q: 3 clusters Score -711397.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -711403.437500 Penalty: 4406.972656
	Iteration 46Q: 3 clusters Score -711403.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -711411.250000 Penalty: 4406.972656
	Iteration 47Q: 3 clusters Score -711411.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -711418.875000 Penalty: 4406.972656
	Iteration 48Q: 3 clusters Score -711418.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -711420.875000 Penalty: 4406.972656
	Iteration 49Q: 3 clusters Score -711420.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -711424.500000 Penalty: 4406.972656
	Iteration 50Q: 3 clusters Score -711424.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -711432.937500 Penalty: 4406.972656
	Iteration 51Q: 3 clusters Score -711432.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -711437.937500 Penalty: 4406.972656
	Iteration 52Q: 3 clusters Score -711437.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -711444.062500 Penalty: 4406.972656
	Iteration 53Q: 3 clusters Score -711444.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -711455.375000 Penalty: 4406.972656
	Iteration 54Q: 3 clusters Score -711455.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -711464.625000 Penalty: 4406.972656
	Iteration 55Q: 3 clusters Score -711464.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -711467.750000 Penalty: 4406.972656
	Iteration 56Q: 3 clusters Score -711467.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -711474.312500 Penalty: 4406.972656
	Iteration 57Q: 3 clusters Score -711474.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -711484.062500 Penalty: 4406.972656
	Iteration 58Q: 3 clusters Score -711484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -711497.937500 Penalty: 4406.972656
	Iteration 59Q: 3 clusters Score -711497.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -711518.062500 Penalty: 4406.972656
	Iteration 60F: 3 clusters Score -711518.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -711541.125000 Penalty: 4406.972656
	Iteration 61Q: 3 clusters Score -711541.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -711571.187500 Penalty: 4406.972656
	Iteration 62Q: 3 clusters Score -711571.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -711605.687500 Penalty: 4406.972656
	Iteration 63Q: 3 clusters Score -711605.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -711647.687500 Penalty: 4406.972656
	Iteration 64Q: 3 clusters Score -711647.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -711707.937500 Penalty: 4406.972656
	Iteration 65Q: 3 clusters Score -711707.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -711782.250000 Penalty: 4406.972656
	Iteration 66Q: 3 clusters Score -711782.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -711877.312500 Penalty: 4406.972656
	Iteration 67Q: 3 clusters Score -711877.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -711979.187500 Penalty: 4406.972656
	Iteration 68Q: 3 clusters Score -711979.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -712091.937500 Penalty: 4406.972656
	Iteration 69Q: 3 clusters Score -712091.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -712196.375000 Penalty: 4406.972656
	Iteration 70Q: 3 clusters Score -712196.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -712271.375000 Penalty: 4406.972656
	Iteration 71Q: 3 clusters Score -712271.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -712330.375000 Penalty: 4406.972656
	Iteration 72Q: 3 clusters Score -712330.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -712386.500000 Penalty: 4406.972656
	Iteration 73Q: 3 clusters Score -712386.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -712443.687500 Penalty: 4406.972656
	Iteration 74Q: 3 clusters Score -712443.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -712492.250000 Penalty: 4406.972656
	Iteration 75Q: 3 clusters Score -712492.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -712529.312500 Penalty: 4406.972656
	Iteration 76Q: 3 clusters Score -712529.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -712590.125000 Penalty: 4406.972656
	Iteration 77Q: 3 clusters Score -712590.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -712644.187500 Penalty: 4406.972656
	Iteration 78Q: 3 clusters Score -712644.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -712691.562500 Penalty: 4406.972656
	Iteration 79Q: 3 clusters Score -712691.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -712709.625000 Penalty: 4406.972656
	Iteration 80F: 3 clusters Score -712709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -712714.875000 Penalty: 4406.972656
	Iteration 81Q: 3 clusters Score -712714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -712716.875000 Penalty: 4406.972656
	Iteration 82Q: 3 clusters Score -712716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -712718.562500 Penalty: 4406.972656
	Iteration 83Q: 3 clusters Score -712718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -712721.000000 Penalty: 4406.972656
	Iteration 84Q: 3 clusters Score -712721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -712720.687500 Penalty: 4406.972656
	Iteration 85Q: 3 clusters Score -712720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -712722.812500 Penalty: 4406.972656
	Iteration 86Q: 3 clusters Score -712722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -712723.625000 Penalty: 4406.972656
	Iteration 87Q: 3 clusters Score -712723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -712725.875000 Penalty: 4406.972656
	Iteration 88Q: 3 clusters Score -712725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -712725.687500 Penalty: 4406.972656
	Iteration 89Q: 3 clusters Score -712725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -712726.875000 Penalty: 4406.972656
	Iteration 90Q: 3 clusters Score -712726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -712726.437500 Penalty: 4406.972656
	Iteration 91Q: 3 clusters Score -712726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -712727.062500 Penalty: 4406.972656
	Iteration 92Q: 3 clusters Score -712727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -712728.625000 Penalty: 4406.972656
	Iteration 93Q: 3 clusters Score -712728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -712728.062500 Penalty: 4406.972656
	Iteration 94Q: 3 clusters Score -712728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -712730.375000 Penalty: 4406.972656
	Iteration 95Q: 3 clusters Score -712730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -712731.312500 Penalty: 4406.972656
	Iteration 96Q: 3 clusters Score -712731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -712730.375000 Penalty: 4406.972656
	Iteration 97Q: 3 clusters Score -712730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -712732.375000 Penalty: 4406.972656
	Iteration 98Q: 3 clusters Score -712732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -712733.312500 Penalty: 4406.972656
	Iteration 99Q: 3 clusters Score -712733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -712733.312500 Penalty: 4406.972656
	Iteration 100F: 3 clusters Score -712733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -280641.937500 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -280641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -277348.562500 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -277348.6 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -278019.531250 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -278019.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -278225.250000 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -278225.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -278388.750000 Penalty: 3968.339600
	Iteration 3F: 3 clusters Score -278388.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -278564.250000 Penalty: 3968.339600
	Iteration 4F: 3 clusters Score -278564.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -278699.125000 Penalty: 3968.339600
	Iteration 5Q: 3 clusters Score -278699.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -278795.500000 Penalty: 3968.339600
	Iteration 6Q: 3 clusters Score -278795.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -278898.593750 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -278898.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -278988.218750 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -278988.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -279063.718750 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -279063.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -279119.437500 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -279119.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -279167.875000 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -279167.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -279197.656250 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -279197.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -279227.406250 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -279227.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -279258.281250 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -279258.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -279281.812500 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -279281.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -279299.468750 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -279299.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -279316.031250 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -279316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -279326.250000 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -279326.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -279338.281250 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -279338.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -279349.500000 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -279349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -279357.093750 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -279357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -279360.718750 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -279360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -279363.656250 Penalty: 3968.339600
	Iteration 23Q: 3 clusters Score -279363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -279365.500000 Penalty: 3968.339600
	Iteration 24Q: 3 clusters Score -279365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -279366.093750 Penalty: 3968.339600
	Iteration 25Q: 3 clusters Score -279366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -279367.687500 Penalty: 3968.339600
	Iteration 26Q: 3 clusters Score -279367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -279369.062500 Penalty: 3968.339600
	Iteration 27Q: 3 clusters Score -279369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -279369.625000 Penalty: 3968.339600
	Iteration 28Q: 3 clusters Score -279369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -279369.625000 Penalty: 3968.339600
	Iteration 29F: 3 clusters Score -279369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -712436.000000 Penalty: 2198.281982
	Iteration 0F: 2 clusters Score -712436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -706716.812500 Penalty: 4396.563965
	Iteration 0F: 3 clusters Score -706716.8 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -708299.250000 Penalty: 4396.563965
	Iteration 1F: 3 clusters Score -708299.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -708716.250000 Penalty: 4396.563965
	Iteration 2F: 3 clusters Score -708716.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -709107.437500 Penalty: 4396.563965
	Iteration 3F: 3 clusters Score -709107.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -709433.875000 Penalty: 4396.563965
	Iteration 4F: 3 clusters Score -709433.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -709776.500000 Penalty: 4396.563965
	Iteration 5F: 3 clusters Score -709776.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -710138.687500 Penalty: 4396.563965
	Iteration 6F: 3 clusters Score -710138.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -710481.312500 Penalty: 4396.563965
	Iteration 7F: 3 clusters Score -710481.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -710742.312500 Penalty: 4396.563965
	Iteration 8Q: 3 clusters Score -710742.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -710935.000000 Penalty: 4396.563965
	Iteration 9Q: 3 clusters Score -710935 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -711056.875000 Penalty: 4396.563965
	Iteration 10Q: 3 clusters Score -711056.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -711141.937500 Penalty: 4396.563965
	Iteration 11Q: 3 clusters Score -711141.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -711215.062500 Penalty: 4396.563965
	Iteration 12Q: 3 clusters Score -711215.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -711276.937500 Penalty: 4396.563965
	Iteration 13Q: 3 clusters Score -711276.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -711337.875000 Penalty: 4396.563965
	Iteration 14Q: 3 clusters Score -711337.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -711375.750000 Penalty: 4396.563965
	Iteration 15Q: 3 clusters Score -711375.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -711399.625000 Penalty: 4396.563965
	Iteration 16Q: 3 clusters Score -711399.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -711416.500000 Penalty: 4396.563965
	Iteration 17Q: 3 clusters Score -711416.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -711428.937500 Penalty: 4396.563965
	Iteration 18Q: 3 clusters Score -711428.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -711443.000000 Penalty: 4396.563965
	Iteration 19Q: 3 clusters Score -711443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -711458.000000 Penalty: 4396.563965
	Iteration 20F: 3 clusters Score -711458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -711470.875000 Penalty: 4396.563965
	Iteration 21Q: 3 clusters Score -711470.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -711483.625000 Penalty: 4396.563965
	Iteration 22Q: 3 clusters Score -711483.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -711498.812500 Penalty: 4396.563965
	Iteration 23Q: 3 clusters Score -711498.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -711514.437500 Penalty: 4396.563965
	Iteration 24Q: 3 clusters Score -711514.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -711526.625000 Penalty: 4396.563965
	Iteration 25Q: 3 clusters Score -711526.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -711532.062500 Penalty: 4396.563965
	Iteration 26Q: 3 clusters Score -711532.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -711539.500000 Penalty: 4396.563965
	Iteration 27Q: 3 clusters Score -711539.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -711546.125000 Penalty: 4396.563965
	Iteration 28Q: 3 clusters Score -711546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -711549.812500 Penalty: 4396.563965
	Iteration 29Q: 3 clusters Score -711549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -711553.500000 Penalty: 4396.563965
	Iteration 30Q: 3 clusters Score -711553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -711556.750000 Penalty: 4396.563965
	Iteration 31Q: 3 clusters Score -711556.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -711562.437500 Penalty: 4396.563965
	Iteration 32Q: 3 clusters Score -711562.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -711568.000000 Penalty: 4396.563965
	Iteration 33Q: 3 clusters Score -711568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -711573.375000 Penalty: 4396.563965
	Iteration 34Q: 3 clusters Score -711573.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -711572.937500 Penalty: 4396.563965
	Iteration 35Q: 3 clusters Score -711572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -711575.312500 Penalty: 4396.563965
	Iteration 36Q: 3 clusters Score -711575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -711575.812500 Penalty: 4396.563965
	Iteration 37Q: 3 clusters Score -711575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -711577.812500 Penalty: 4396.563965
	Iteration 38Q: 3 clusters Score -711577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -711579.375000 Penalty: 4396.563965
	Iteration 39Q: 3 clusters Score -711579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -711579.312500 Penalty: 4396.563965
	Iteration 40F: 3 clusters Score -711579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -711579.500000 Penalty: 4396.563965
	Iteration 41Q: 3 clusters Score -711579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -711581.000000 Penalty: 4396.563965
	Iteration 42Q: 3 clusters Score -711581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -711581.562500 Penalty: 4396.563965
	Iteration 43Q: 3 clusters Score -711581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -711581.562500 Penalty: 4396.563965
	Iteration 44F: 3 clusters Score -711581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -46500.488281 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -46500.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44981.554688 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -44981.55 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45172.679688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -45172.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45270.507812 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -45270.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45318.570312 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -45318.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45373.066406 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -45373.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45439.960938 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -45439.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45474.976562 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -45474.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45483.863281 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -45483.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45492.808594 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -45492.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45496.230469 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -45496.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45498.773438 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -45498.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45501.957031 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -45501.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45502.933594 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -45502.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45502.933594 Penalty: 3092.267822
	Iteration 13F: 3 clusters Score -45502.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (20502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Entering Unmasked Estep 
Score: -1897764.500000 Penalty: 2462.212891
	Iteration 0F: 2 clusters Score -1897764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1883479.375000 Penalty: 4924.425781
	Iteration 0F: 3 clusters Score -1883479 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1888739.875000 Penalty: 4924.425781
	Iteration 1F: 3 clusters Score -1888740 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1889580.375000 Penalty: 4924.425781
	Iteration 2F: 3 clusters Score -1889580 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1890326.750000 Penalty: 4924.425781
	Iteration 3F: 3 clusters Score -1890327 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1890967.500000 Penalty: 4924.425781
	Iteration 4F: 3 clusters Score -1890968 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1891533.875000 Penalty: 4924.425781
	Iteration 5F: 3 clusters Score -1891534 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1892054.125000 Penalty: 4924.425781
	Iteration 6Q: 3 clusters Score -1892054 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1892564.375000 Penalty: 4924.425781
	Iteration 7Q: 3 clusters Score -1892564 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1893058.500000 Penalty: 4924.425781
	Iteration 8Q: 3 clusters Score -1893058 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1893532.625000 Penalty: 4924.425781
	Iteration 9Q: 3 clusters Score -1893533 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1893937.250000 Penalty: 4924.425781
	Iteration 10Q: 3 clusters Score -1893937 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1894292.250000 Penalty: 4924.425781
	Iteration 11Q: 3 clusters Score -1894292 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1894613.000000 Penalty: 4924.425781
	Iteration 12Q: 3 clusters Score -1894613 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1894893.375000 Penalty: 4924.425781
	Iteration 13Q: 3 clusters Score -1894893 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1895161.000000 Penalty: 4924.425781
	Iteration 14Q: 3 clusters Score -1895161 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1895467.250000 Penalty: 4924.425781
	Iteration 15Q: 3 clusters Score -1895467 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1895732.875000 Penalty: 4924.425781
	Iteration 16Q: 3 clusters Score -1895733 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1895970.625000 Penalty: 4924.425781
	Iteration 17Q: 3 clusters Score -1895971 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1896150.875000 Penalty: 4924.425781
	Iteration 18Q: 3 clusters Score -1896151 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1896260.250000 Penalty: 4924.425781
	Iteration 19Q: 3 clusters Score -1896260 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1896335.875000 Penalty: 4924.425781
	Iteration 20F: 3 clusters Score -1896336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1896397.250000 Penalty: 4924.425781
	Iteration 21Q: 3 clusters Score -1896397 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1896436.625000 Penalty: 4924.425781
	Iteration 22Q: 3 clusters Score -1896437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1896466.625000 Penalty: 4924.425781
	Iteration 23Q: 3 clusters Score -1896467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1896490.125000 Penalty: 4924.425781
	Iteration 24Q: 3 clusters Score -1896490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1896512.375000 Penalty: 4924.425781
	Iteration 25Q: 3 clusters Score -1896512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1896534.375000 Penalty: 4924.425781
	Iteration 26Q: 3 clusters Score -1896534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1896559.250000 Penalty: 4924.425781
	Iteration 27Q: 3 clusters Score -1896559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1896601.250000 Penalty: 4924.425781
	Iteration 28Q: 3 clusters Score -1896601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1896627.125000 Penalty: 4924.425781
	Iteration 29Q: 3 clusters Score -1896627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1896645.875000 Penalty: 4924.425781
	Iteration 30Q: 3 clusters Score -1896646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1896667.000000 Penalty: 4924.425781
	Iteration 31Q: 3 clusters Score -1896667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1896682.125000 Penalty: 4924.425781
	Iteration 32Q: 3 clusters Score -1896682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1896694.375000 Penalty: 4924.425781
	Iteration 33Q: 3 clusters Score -1896694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1896708.125000 Penalty: 4924.425781
	Iteration 34Q: 3 clusters Score -1896708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1896717.625000 Penalty: 4924.425781
	Iteration 35Q: 3 clusters Score -1896718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1896725.500000 Penalty: 4924.425781
	Iteration 36Q: 3 clusters Score -1896726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1896730.750000 Penalty: 4924.425781
	Iteration 37Q: 3 clusters Score -1896731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1896734.750000 Penalty: 4924.425781
	Iteration 38Q: 3 clusters Score -1896735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1896743.625000 Penalty: 4924.425781
	Iteration 39Q: 3 clusters Score -1896744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1896753.250000 Penalty: 4924.425781
	Iteration 40F: 3 clusters Score -1896753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1896757.250000 Penalty: 4924.425781
	Iteration 41Q: 3 clusters Score -1896757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1896760.500000 Penalty: 4924.425781
	Iteration 42Q: 3 clusters Score -1896760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1896761.875000 Penalty: 4924.425781
	Iteration 43Q: 3 clusters Score -1896762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1896765.000000 Penalty: 4924.425781
	Iteration 44Q: 3 clusters Score -1896765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1896769.500000 Penalty: 4924.425781
	Iteration 45Q: 3 clusters Score -1896770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1896771.000000 Penalty: 4924.425781
	Iteration 46Q: 3 clusters Score -1896771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1896770.625000 Penalty: 4924.425781
	Iteration 47Q: 3 clusters Score -1896771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1896770.125000 Penalty: 4924.425781
	Iteration 48Q: 3 clusters Score -1896770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1896770.125000 Penalty: 4924.425781
	Iteration 49F: 3 clusters Score -1896770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -305863.625000 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -305863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -302428.500000 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -302428.5 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -303158.812500 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -303158.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -303353.875000 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -303353.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -303491.906250 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -303491.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303581.437500 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -303581.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -303651.468750 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -303651.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -303715.906250 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -303715.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -303763.187500 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -303763.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -303808.312500 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -303808.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -303856.531250 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -303856.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -303910.250000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -303910.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -303959.781250 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -303959.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -304009.156250 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -304009.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -304047.531250 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -304047.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -304083.312500 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -304083.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -304115.093750 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -304115.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -304144.468750 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -304144.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -304164.718750 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -304164.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -304182.562500 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -304182.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -304200.375000 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -304200.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -304221.562500 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -304221.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -304238.875000 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -304238.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -304251.437500 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -304251.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -304262.468750 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -304262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -304270.687500 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -304270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -304276.031250 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -304276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -304279.500000 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -304279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -304279.656250 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -304279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -304283.187500 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -304283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -304291.437500 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -304291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -304297.906250 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -304297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -304305.812500 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -304305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -304315.343750 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -304315.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -304325.468750 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -304325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -304336.812500 Penalty: 4019.783203
	Iteration 34Q: 3 clusters Score -304336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -304342.000000 Penalty: 4019.783203
	Iteration 35Q: 3 clusters Score -304342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -304345.375000 Penalty: 4019.783203
	Iteration 36Q: 3 clusters Score -304345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -304348.625000 Penalty: 4019.783203
	Iteration 37Q: 3 clusters Score -304348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -304351.875000 Penalty: 4019.783203
	Iteration 38Q: 3 clusters Score -304351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -304354.906250 Penalty: 4019.783203
	Iteration 39Q: 3 clusters Score -304354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -304358.531250 Penalty: 4019.783203
	Iteration 40F: 3 clusters Score -304358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -304361.625000 Penalty: 4019.783203
	Iteration 41Q: 3 clusters Score -304361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -304364.875000 Penalty: 4019.783203
	Iteration 42Q: 3 clusters Score -304364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -304367.312500 Penalty: 4019.783203
	Iteration 43Q: 3 clusters Score -304367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -304370.000000 Penalty: 4019.783203
	Iteration 44Q: 3 clusters Score -304370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -304375.062500 Penalty: 4019.783203
	Iteration 45Q: 3 clusters Score -304375.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -304383.750000 Penalty: 4019.783203
	Iteration 46Q: 3 clusters Score -304383.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -304396.968750 Penalty: 4019.783203
	Iteration 47Q: 3 clusters Score -304397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -304404.843750 Penalty: 4019.783203
	Iteration 48Q: 3 clusters Score -304404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -304410.125000 Penalty: 4019.783203
	Iteration 49Q: 3 clusters Score -304410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -304415.187500 Penalty: 4019.783203
	Iteration 50Q: 3 clusters Score -304415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -304418.187500 Penalty: 4019.783203
	Iteration 51Q: 3 clusters Score -304418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -304420.093750 Penalty: 4019.783203
	Iteration 52Q: 3 clusters Score -304420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -304424.500000 Penalty: 4019.783203
	Iteration 53Q: 3 clusters Score -304424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -304426.812500 Penalty: 4019.783203
	Iteration 54Q: 3 clusters Score -304426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -304427.281250 Penalty: 4019.783203
	Iteration 55Q: 3 clusters Score -304427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -304428.156250 Penalty: 4019.783203
	Iteration 56Q: 3 clusters Score -304428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -304428.593750 Penalty: 4019.783203
	Iteration 57Q: 3 clusters Score -304428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -304429.250000 Penalty: 4019.783203
	Iteration 58Q: 3 clusters Score -304429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -304429.625000 Penalty: 4019.783203
	Iteration 59Q: 3 clusters Score -304429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -304429.625000 Penalty: 4019.783203
	Iteration 60F: 3 clusters Score -304429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -28187.935547 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -28187.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26826.773438 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -26826.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26970.324219 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -26970.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27077.271484 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -27077.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27128.660156 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -27128.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27148.246094 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -27148.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27157.710938 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -27157.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27162.484375 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -27162.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27163.851562 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -27163.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27165.298828 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -27165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27166.251953 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -27166.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27168.318359 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -27168.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27173.556641 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -27173.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27174.449219 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -27174.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27174.449219 Penalty: 2935.771240
	Iteration 13F: 3 clusters Score -27174.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (55212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Entering Unmasked Estep 
Score: -5121739.000000 Penalty: 2707.895996
	Iteration 0F: 2 clusters Score -5121739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -5084524.000000 Penalty: 5415.791992
	Iteration 0F: 3 clusters Score -5084524 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5099202.000000 Penalty: 5415.791992
	Iteration 1F: 3 clusters Score -5099202 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -5100670.500000 Penalty: 5415.791992
	Iteration 2F: 3 clusters Score -5100670 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5102248.500000 Penalty: 5415.791992
	Iteration 3F: 3 clusters Score -5102248 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5104006.000000 Penalty: 5415.791992
	Iteration 4F: 3 clusters Score -5104006 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5106152.000000 Penalty: 5415.791992
	Iteration 5F: 3 clusters Score -5106152 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -5108731.500000 Penalty: 5415.791992
	Iteration 6F: 3 clusters Score -5108732 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -5111721.000000 Penalty: 5415.791992
	Iteration 7F: 3 clusters Score -5111721 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5114517.000000 Penalty: 5415.791992
	Iteration 8F: 3 clusters Score -5114517 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -5116796.000000 Penalty: 5415.791992
	Iteration 9Q: 3 clusters Score -5116796 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -5118385.000000 Penalty: 5415.791992
	Iteration 10Q: 3 clusters Score -5118385 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -5119373.500000 Penalty: 5415.791992
	Iteration 11Q: 3 clusters Score -5119374 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -5119998.000000 Penalty: 5415.791992
	Iteration 12Q: 3 clusters Score -5119998 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -5120390.500000 Penalty: 5415.791992
	Iteration 13Q: 3 clusters Score -5120390 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -5120648.500000 Penalty: 5415.791992
	Iteration 14Q: 3 clusters Score -5120648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -5120789.000000 Penalty: 5415.791992
	Iteration 15Q: 3 clusters Score -5120789 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -5120846.000000 Penalty: 5415.791992
	Iteration 16Q: 3 clusters Score -5120846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -5120876.500000 Penalty: 5415.791992
	Iteration 17Q: 3 clusters Score -5120876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -5120903.000000 Penalty: 5415.791992
	Iteration 18Q: 3 clusters Score -5120903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -5120911.000000 Penalty: 5415.791992
	Iteration 19Q: 3 clusters Score -5120911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -5120932.000000 Penalty: 5415.791992
	Iteration 20F: 3 clusters Score -5120932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -5120952.000000 Penalty: 5415.791992
	Iteration 21Q: 3 clusters Score -5120952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -5120960.000000 Penalty: 5415.791992
	Iteration 22Q: 3 clusters Score -5120960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -5120956.000000 Penalty: 5415.791992
	Iteration 23Q: 3 clusters Score -5120956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -5120957.000000 Penalty: 5415.791992
	Iteration 24Q: 3 clusters Score -5120957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -5120956.500000 Penalty: 5415.791992
	Iteration 25Q: 3 clusters Score -5120956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -5120961.500000 Penalty: 5415.791992
	Iteration 26Q: 3 clusters Score -5120962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -5120959.000000 Penalty: 5415.791992
	Iteration 27Q: 3 clusters Score -5120959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -5120959.500000 Penalty: 5415.791992
	Iteration 28Q: 3 clusters Score -5120960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -5120963.500000 Penalty: 5415.791992
	Iteration 29Q: 3 clusters Score -5120964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -5120961.000000 Penalty: 5415.791992
	Iteration 30Q: 3 clusters Score -5120961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -5120961.000000 Penalty: 5415.791992
	Iteration 31F: 3 clusters Score -5120961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (16854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Entering Unmasked Estep 
Score: -1715258.625000 Penalty: 2413.621338
	Iteration 0F: 2 clusters Score -1715259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1703298.875000 Penalty: 4827.242676
	Iteration 0F: 3 clusters Score -1703299 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1707166.875000 Penalty: 4827.242676
	Iteration 1F: 3 clusters Score -1707167 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1707615.750000 Penalty: 4827.242676
	Iteration 2F: 3 clusters Score -1707616 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1708115.125000 Penalty: 4827.242676
	Iteration 3F: 3 clusters Score -1708115 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1708592.500000 Penalty: 4827.242676
	Iteration 4F: 3 clusters Score -1708592 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1709094.875000 Penalty: 4827.242676
	Iteration 5F: 3 clusters Score -1709095 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1709595.375000 Penalty: 4827.242676
	Iteration 6F: 3 clusters Score -1709595 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1710091.750000 Penalty: 4827.242676
	Iteration 7F: 3 clusters Score -1710092 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1710583.250000 Penalty: 4827.242676
	Iteration 8F: 3 clusters Score -1710583 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1710991.000000 Penalty: 4827.242676
	Iteration 9Q: 3 clusters Score -1710991 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1711323.625000 Penalty: 4827.242676
	Iteration 10Q: 3 clusters Score -1711324 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1711543.250000 Penalty: 4827.242676
	Iteration 11Q: 3 clusters Score -1711543 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1711718.000000 Penalty: 4827.242676
	Iteration 12Q: 3 clusters Score -1711718 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1711863.500000 Penalty: 4827.242676
	Iteration 13Q: 3 clusters Score -1711864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1711968.125000 Penalty: 4827.242676
	Iteration 14Q: 3 clusters Score -1711968 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1712054.750000 Penalty: 4827.242676
	Iteration 15Q: 3 clusters Score -1712055 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1712130.250000 Penalty: 4827.242676
	Iteration 16Q: 3 clusters Score -1712130 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1712216.750000 Penalty: 4827.242676
	Iteration 17Q: 3 clusters Score -1712217 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1712301.750000 Penalty: 4827.242676
	Iteration 18Q: 3 clusters Score -1712302 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1712398.375000 Penalty: 4827.242676
	Iteration 19Q: 3 clusters Score -1712398 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1712478.000000 Penalty: 4827.242676
	Iteration 20F: 3 clusters Score -1712478 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1712546.750000 Penalty: 4827.242676
	Iteration 21Q: 3 clusters Score -1712547 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1712625.125000 Penalty: 4827.242676
	Iteration 22Q: 3 clusters Score -1712625 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1712708.375000 Penalty: 4827.242676
	Iteration 23Q: 3 clusters Score -1712708 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1712783.750000 Penalty: 4827.242676
	Iteration 24Q: 3 clusters Score -1712784 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1712852.750000 Penalty: 4827.242676
	Iteration 25Q: 3 clusters Score -1712853 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1712929.250000 Penalty: 4827.242676
	Iteration 26Q: 3 clusters Score -1712929 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1713003.250000 Penalty: 4827.242676
	Iteration 27Q: 3 clusters Score -1713003 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1713072.250000 Penalty: 4827.242676
	Iteration 28Q: 3 clusters Score -1713072 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1713134.375000 Penalty: 4827.242676
	Iteration 29Q: 3 clusters Score -1713134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1713193.125000 Penalty: 4827.242676
	Iteration 30Q: 3 clusters Score -1713193 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1713249.625000 Penalty: 4827.242676
	Iteration 31Q: 3 clusters Score -1713250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1713295.750000 Penalty: 4827.242676
	Iteration 32Q: 3 clusters Score -1713296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1713321.000000 Penalty: 4827.242676
	Iteration 33Q: 3 clusters Score -1713321 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1713345.125000 Penalty: 4827.242676
	Iteration 34Q: 3 clusters Score -1713345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1713376.250000 Penalty: 4827.242676
	Iteration 35Q: 3 clusters Score -1713376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1713402.000000 Penalty: 4827.242676
	Iteration 36Q: 3 clusters Score -1713402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1713424.500000 Penalty: 4827.242676
	Iteration 37Q: 3 clusters Score -1713424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1713451.625000 Penalty: 4827.242676
	Iteration 38Q: 3 clusters Score -1713452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1713479.250000 Penalty: 4827.242676
	Iteration 39Q: 3 clusters Score -1713479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1713505.625000 Penalty: 4827.242676
	Iteration 40F: 3 clusters Score -1713506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1713543.875000 Penalty: 4827.242676
	Iteration 41Q: 3 clusters Score -1713544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1713578.250000 Penalty: 4827.242676
	Iteration 42Q: 3 clusters Score -1713578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1713619.500000 Penalty: 4827.242676
	Iteration 43Q: 3 clusters Score -1713620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1713643.375000 Penalty: 4827.242676
	Iteration 44Q: 3 clusters Score -1713643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1713665.750000 Penalty: 4827.242676
	Iteration 45Q: 3 clusters Score -1713666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1713683.000000 Penalty: 4827.242676
	Iteration 46Q: 3 clusters Score -1713683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1713707.875000 Penalty: 4827.242676
	Iteration 47Q: 3 clusters Score -1713708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1713723.625000 Penalty: 4827.242676
	Iteration 48Q: 3 clusters Score -1713724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1713739.625000 Penalty: 4827.242676
	Iteration 49Q: 3 clusters Score -1713740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1713750.000000 Penalty: 4827.242676
	Iteration 50Q: 3 clusters Score -1713750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1713765.375000 Penalty: 4827.242676
	Iteration 51Q: 3 clusters Score -1713765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1713775.000000 Penalty: 4827.242676
	Iteration 52Q: 3 clusters Score -1713775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1713787.750000 Penalty: 4827.242676
	Iteration 53Q: 3 clusters Score -1713788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1713791.000000 Penalty: 4827.242676
	Iteration 54Q: 3 clusters Score -1713791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1713800.000000 Penalty: 4827.242676
	Iteration 55Q: 3 clusters Score -1713800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1713813.375000 Penalty: 4827.242676
	Iteration 56Q: 3 clusters Score -1713813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1713819.125000 Penalty: 4827.242676
	Iteration 57Q: 3 clusters Score -1713819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1713831.625000 Penalty: 4827.242676
	Iteration 58Q: 3 clusters Score -1713832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1713838.750000 Penalty: 4827.242676
	Iteration 59Q: 3 clusters Score -1713839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1713846.125000 Penalty: 4827.242676
	Iteration 60F: 3 clusters Score -1713846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1713847.875000 Penalty: 4827.242676
	Iteration 61Q: 3 clusters Score -1713848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1713856.125000 Penalty: 4827.242676
	Iteration 62Q: 3 clusters Score -1713856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1713860.750000 Penalty: 4827.242676
	Iteration 63Q: 3 clusters Score -1713861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1713866.375000 Penalty: 4827.242676
	Iteration 64Q: 3 clusters Score -1713866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1713869.125000 Penalty: 4827.242676
	Iteration 65Q: 3 clusters Score -1713869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1713871.875000 Penalty: 4827.242676
	Iteration 66Q: 3 clusters Score -1713872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1713876.125000 Penalty: 4827.242676
	Iteration 67Q: 3 clusters Score -1713876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1713876.750000 Penalty: 4827.242676
	Iteration 68Q: 3 clusters Score -1713877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1713881.375000 Penalty: 4827.242676
	Iteration 69Q: 3 clusters Score -1713881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1713879.875000 Penalty: 4827.242676
	Iteration 70Q: 3 clusters Score -1713880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1713886.125000 Penalty: 4827.242676
	Iteration 71Q: 3 clusters Score -1713886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1713895.375000 Penalty: 4827.242676
	Iteration 72Q: 3 clusters Score -1713895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1713896.625000 Penalty: 4827.242676
	Iteration 73Q: 3 clusters Score -1713897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1713904.375000 Penalty: 4827.242676
	Iteration 74Q: 3 clusters Score -1713904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1713906.125000 Penalty: 4827.242676
	Iteration 75Q: 3 clusters Score -1713906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1713904.750000 Penalty: 4827.242676
	Iteration 76Q: 3 clusters Score -1713905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1713910.000000 Penalty: 4827.242676
	Iteration 77Q: 3 clusters Score -1713910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1713913.500000 Penalty: 4827.242676
	Iteration 78Q: 3 clusters Score -1713914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1713916.625000 Penalty: 4827.242676
	Iteration 79Q: 3 clusters Score -1713917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1713915.750000 Penalty: 4827.242676
	Iteration 80F: 3 clusters Score -1713916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1713919.125000 Penalty: 4827.242676
	Iteration 81Q: 3 clusters Score -1713919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1713924.125000 Penalty: 4827.242676
	Iteration 82Q: 3 clusters Score -1713924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1713927.000000 Penalty: 4827.242676
	Iteration 83Q: 3 clusters Score -1713927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1713938.625000 Penalty: 4827.242676
	Iteration 84Q: 3 clusters Score -1713939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1713939.625000 Penalty: 4827.242676
	Iteration 85Q: 3 clusters Score -1713940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1713946.875000 Penalty: 4827.242676
	Iteration 86Q: 3 clusters Score -1713947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1713951.875000 Penalty: 4827.242676
	Iteration 87Q: 3 clusters Score -1713952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1713954.000000 Penalty: 4827.242676
	Iteration 88Q: 3 clusters Score -1713954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1713955.125000 Penalty: 4827.242676
	Iteration 89Q: 3 clusters Score -1713955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1713956.375000 Penalty: 4827.242676
	Iteration 90Q: 3 clusters Score -1713956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1713957.625000 Penalty: 4827.242676
	Iteration 91Q: 3 clusters Score -1713958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1713961.000000 Penalty: 4827.242676
	Iteration 92Q: 3 clusters Score -1713961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1713964.250000 Penalty: 4827.242676
	Iteration 93Q: 3 clusters Score -1713964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1713965.625000 Penalty: 4827.242676
	Iteration 94Q: 3 clusters Score -1713966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1713965.500000 Penalty: 4827.242676
	Iteration 95Q: 3 clusters Score -1713966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1713965.375000 Penalty: 4827.242676
	Iteration 96Q: 3 clusters Score -1713965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1713964.625000 Penalty: 4827.242676
	Iteration 97Q: 3 clusters Score -1713965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1713962.625000 Penalty: 4827.242676
	Iteration 98Q: 3 clusters Score -1713963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1713968.875000 Penalty: 4827.242676
	Iteration 99Q: 3 clusters Score -1713969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1713971.375000 Penalty: 4827.242676
	Iteration 100F: 3 clusters Score -1713971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1713969.750000 Penalty: 4827.242676
	Iteration 101Q: 3 clusters Score -1713970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1713970.250000 Penalty: 4827.242676
	Iteration 102Q: 3 clusters Score -1713970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1713973.000000 Penalty: 4827.242676
	Iteration 103Q: 3 clusters Score -1713973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1713976.375000 Penalty: 4827.242676
	Iteration 104Q: 3 clusters Score -1713976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1713977.625000 Penalty: 4827.242676
	Iteration 105Q: 3 clusters Score -1713978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1713979.500000 Penalty: 4827.242676
	Iteration 106Q: 3 clusters Score -1713980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1713980.375000 Penalty: 4827.242676
	Iteration 107Q: 3 clusters Score -1713980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1713981.750000 Penalty: 4827.242676
	Iteration 108Q: 3 clusters Score -1713982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1713978.750000 Penalty: 4827.242676
	Iteration 109Q: 3 clusters Score -1713979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1713979.625000 Penalty: 4827.242676
	Iteration 110Q: 3 clusters Score -1713980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1713979.875000 Penalty: 4827.242676
	Iteration 111Q: 3 clusters Score -1713980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1713981.625000 Penalty: 4827.242676
	Iteration 112Q: 3 clusters Score -1713982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1713984.625000 Penalty: 4827.242676
	Iteration 113Q: 3 clusters Score -1713985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1713989.625000 Penalty: 4827.242676
	Iteration 114Q: 3 clusters Score -1713990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1713991.625000 Penalty: 4827.242676
	Iteration 115Q: 3 clusters Score -1713992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1713988.750000 Penalty: 4827.242676
	Iteration 116Q: 3 clusters Score -1713989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1713990.750000 Penalty: 4827.242676
	Iteration 117Q: 3 clusters Score -1713991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1713995.500000 Penalty: 4827.242676
	Iteration 118Q: 3 clusters Score -1713996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1713997.625000 Penalty: 4827.242676
	Iteration 119Q: 3 clusters Score -1713998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1713996.500000 Penalty: 4827.242676
	Iteration 120F: 3 clusters Score -1713996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1713998.000000 Penalty: 4827.242676
	Iteration 121Q: 3 clusters Score -1713998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1714004.125000 Penalty: 4827.242676
	Iteration 122Q: 3 clusters Score -1714004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1714004.250000 Penalty: 4827.242676
	Iteration 123Q: 3 clusters Score -1714004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1714004.625000 Penalty: 4827.242676
	Iteration 124Q: 3 clusters Score -1714005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1714011.375000 Penalty: 4827.242676
	Iteration 125Q: 3 clusters Score -1714011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1714011.875000 Penalty: 4827.242676
	Iteration 126Q: 3 clusters Score -1714012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1714010.375000 Penalty: 4827.242676
	Iteration 127Q: 3 clusters Score -1714010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1714012.750000 Penalty: 4827.242676
	Iteration 128Q: 3 clusters Score -1714013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1714012.750000 Penalty: 4827.242676
	Iteration 129F: 3 clusters Score -1714013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -224367.203125 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -224367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -221281.125000 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -221281.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -222159.265625 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -222159.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -222508.671875 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -222508.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -222766.312500 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -222766.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -222930.406250 Penalty: 3924.561768
	Iteration 4F: 3 clusters Score -222930.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -223037.453125 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -223037.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -223109.734375 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -223109.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -223160.703125 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -223160.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -223201.125000 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -223201.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -223232.671875 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -223232.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -223263.265625 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -223263.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -223291.625000 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -223291.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -223316.265625 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -223316.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -223329.875000 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -223329.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -223338.328125 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -223338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -223348.671875 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -223348.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -223361.453125 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -223361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -223367.859375 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -223367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -223370.062500 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -223370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -223371.171875 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -223371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -223371.453125 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -223371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210426 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5725 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5926 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35741 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3309 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55212 members 
Mstep: Class 63 contains 16854 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220928.000000 Penalty: 219213.828125
Iteration 319Q: 65 clusters Score -9.622093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210422 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24009 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32954 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5726 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35742 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3308 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55223 members 
Mstep: Class 63 contains 16855 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220968.000000 Penalty: 219213.828125
Iteration 320F: 65 clusters Score -9.622097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210421 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7149 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4264 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9310 members 
Mstep: Class 42 contains 32956 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5726 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5924 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35742 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20503 members 
Mstep: Class 60 contains 3305 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55228 members 
Mstep: Class 63 contains 16855 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220976.000000 Penalty: 219213.828125
Iteration 321Q: 65 clusters Score -9.622098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210420 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7146 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34924 members 
Mstep: Class 29 contains 24007 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4264 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9310 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5727 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5924 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35739 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20503 members 
Mstep: Class 60 contains 3304 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55236 members 
Mstep: Class 63 contains 16856 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220920.000000 Penalty: 219213.828125
Iteration 322Q: 65 clusters Score -9.622092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210420 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56669 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7141 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 14974 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34925 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4263 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9310 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5726 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5924 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35739 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3302 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55241 members 
Mstep: Class 63 contains 16857 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220944.000000 Penalty: 219213.828125
Iteration 323Q: 65 clusters Score -9.622094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210420 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56669 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7138 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24005 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14257 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4262 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5725 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5924 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55250 members 
Mstep: Class 63 contains 16858 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220872.000000 Penalty: 219213.828125
Iteration 324Q: 65 clusters Score -9.622087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210420 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7131 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24004 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4262 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5727 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5924 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55256 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220880.000000 Penalty: 219213.828125
Iteration 325Q: 65 clusters Score -9.622088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210417 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7128 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7294 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24005 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4261 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5728 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5923 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3301 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55267 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220872.000000 Penalty: 219213.828125
Iteration 326Q: 65 clusters Score -9.622087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210419 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4261 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5729 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5923 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55275 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220912.000000 Penalty: 219213.828125
Iteration 327Q: 65 clusters Score -9.622091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210417 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7117 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7287 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24008 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4261 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1841 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5923 members 
Mstep: Class 49 contains 4078 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55282 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220912.000000 Penalty: 219213.828125
Iteration 328Q: 65 clusters Score -9.622091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210415 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24007 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5733 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55290 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220880.000000 Penalty: 219213.828125
Iteration 329Q: 65 clusters Score -9.622088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210412 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7108 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24007 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5737 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55301 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220936.000000 Penalty: 219213.828125
Iteration 330Q: 65 clusters Score -9.622094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210410 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7103 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24007 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9307 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55310 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220904.000000 Penalty: 219213.828125
Iteration 331Q: 65 clusters Score -9.62209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210406 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56671 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7102 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34926 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9306 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55317 members 
Mstep: Class 63 contains 16859 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220896.000000 Penalty: 219213.828125
Iteration 332Q: 65 clusters Score -9.62209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210406 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7099 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 34925 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5733 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55321 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220912.000000 Penalty: 219213.828125
Iteration 333Q: 65 clusters Score -9.622091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210406 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56669 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7281 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5733 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55322 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220928.000000 Penalty: 219213.828125
Iteration 334Q: 65 clusters Score -9.622093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210404 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56669 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7281 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9309 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5733 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55319 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220968.000000 Penalty: 219213.828125
Iteration 335Q: 65 clusters Score -9.622097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6927 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210403 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34921 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9309 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5733 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55320 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220992.000000 Penalty: 219213.828125
Iteration 336Q: 65 clusters Score -9.622099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210402 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7283 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34921 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5732 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55321 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220976.000000 Penalty: 219213.828125
Iteration 337Q: 65 clusters Score -9.622098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6931 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210402 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7099 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34921 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32960 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55320 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220968.000000 Penalty: 219213.828125
Iteration 338Q: 65 clusters Score -9.622097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6933 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210400 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35738 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55316 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221000.000000 Penalty: 219213.828125
Iteration 339Q: 65 clusters Score -9.6221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210399 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7097 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3952 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32963 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55317 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221000.000000 Penalty: 219213.828125
Iteration 340F: 65 clusters Score -9.6221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43047 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210399 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7284 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32964 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55319 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220984.000000 Penalty: 219213.828125
Iteration 341Q: 65 clusters Score -9.622098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210398 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34923 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3948 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55322 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221008.000000 Penalty: 219213.828125
Iteration 342Q: 65 clusters Score -9.622101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210395 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55323 members 
Mstep: Class 63 contains 16860 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221048.000000 Penalty: 219213.828125
Iteration 343Q: 65 clusters Score -9.622105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210391 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32962 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55328 members 
Mstep: Class 63 contains 16861 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221064.000000 Penalty: 219213.828125
Iteration 344Q: 65 clusters Score -9.622106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210389 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56667 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24005 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32961 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55330 members 
Mstep: Class 63 contains 16863 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221064.000000 Penalty: 219213.828125
Iteration 345Q: 65 clusters Score -9.622106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210386 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7287 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32960 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55333 members 
Mstep: Class 63 contains 16866 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221096.000000 Penalty: 219213.828125
Iteration 346Q: 65 clusters Score -9.62211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210383 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 14973 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32958 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35737 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55332 members 
Mstep: Class 63 contains 16868 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221072.000000 Penalty: 219213.828125
Iteration 347Q: 65 clusters Score -9.622107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210382 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7291 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2983 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55333 members 
Mstep: Class 63 contains 16868 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221088.000000 Penalty: 219213.828125
Iteration 348Q: 65 clusters Score -9.622109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210382 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7291 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2982 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55333 members 
Mstep: Class 63 contains 16868 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221048.000000 Penalty: 219213.828125
Iteration 349Q: 65 clusters Score -9.622105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210382 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55335 members 
Mstep: Class 63 contains 16868 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221040.000000 Penalty: 219213.828125
Iteration 350Q: 65 clusters Score -9.622104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210382 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55335 members 
Mstep: Class 63 contains 16869 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221040.000000 Penalty: 219213.828125
Iteration 351Q: 65 clusters Score -9.622104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210382 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7288 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221056.000000 Penalty: 219213.828125
Iteration 352Q: 65 clusters Score -9.622106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221064.000000 Penalty: 219213.828125
Iteration 353Q: 65 clusters Score -9.622106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221064.000000 Penalty: 219213.828125
Iteration 354F: 65 clusters Score -9.622106e+07 nChanged 0
Entering ConstructFrom: 
Score: -96221064.000000 Penalty: 219213.828125
Entering ConstructFrom: 
Trying to split cluster 1 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -586499.750000 Penalty: 2167.126953
	Iteration 0F: 2 clusters Score -586499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -581207.937500 Penalty: 4334.253906
	Iteration 0F: 3 clusters Score -581207.9 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -582618.062500 Penalty: 4334.253906
	Iteration 1F: 3 clusters Score -582618.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -583026.812500 Penalty: 4334.253906
	Iteration 2F: 3 clusters Score -583026.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -583472.437500 Penalty: 4334.253906
	Iteration 3F: 3 clusters Score -583472.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -583981.875000 Penalty: 4334.253906
	Iteration 4F: 3 clusters Score -583981.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -584443.937500 Penalty: 4334.253906
	Iteration 5F: 3 clusters Score -584443.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -584811.125000 Penalty: 4334.253906
	Iteration 6F: 3 clusters Score -584811.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -585043.812500 Penalty: 4334.253906
	Iteration 7Q: 3 clusters Score -585043.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -585212.125000 Penalty: 4334.253906
	Iteration 8Q: 3 clusters Score -585212.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -585342.312500 Penalty: 4334.253906
	Iteration 9Q: 3 clusters Score -585342.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -585424.375000 Penalty: 4334.253906
	Iteration 10Q: 3 clusters Score -585424.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -585479.937500 Penalty: 4334.253906
	Iteration 11Q: 3 clusters Score -585479.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -585511.812500 Penalty: 4334.253906
	Iteration 12Q: 3 clusters Score -585511.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -585537.125000 Penalty: 4334.253906
	Iteration 13Q: 3 clusters Score -585537.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -585548.437500 Penalty: 4334.253906
	Iteration 14Q: 3 clusters Score -585548.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -585560.250000 Penalty: 4334.253906
	Iteration 15Q: 3 clusters Score -585560.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -585567.437500 Penalty: 4334.253906
	Iteration 16Q: 3 clusters Score -585567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -585574.562500 Penalty: 4334.253906
	Iteration 17Q: 3 clusters Score -585574.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -585583.250000 Penalty: 4334.253906
	Iteration 18Q: 3 clusters Score -585583.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -585589.312500 Penalty: 4334.253906
	Iteration 19Q: 3 clusters Score -585589.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -585596.437500 Penalty: 4334.253906
	Iteration 20F: 3 clusters Score -585596.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -585602.187500 Penalty: 4334.253906
	Iteration 21Q: 3 clusters Score -585602.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -585608.000000 Penalty: 4334.253906
	Iteration 22Q: 3 clusters Score -585608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -585615.250000 Penalty: 4334.253906
	Iteration 23Q: 3 clusters Score -585615.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -585621.437500 Penalty: 4334.253906
	Iteration 24Q: 3 clusters Score -585621.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -585625.625000 Penalty: 4334.253906
	Iteration 25Q: 3 clusters Score -585625.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -585630.062500 Penalty: 4334.253906
	Iteration 26Q: 3 clusters Score -585630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -585633.187500 Penalty: 4334.253906
	Iteration 27Q: 3 clusters Score -585633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -585632.000000 Penalty: 4334.253906
	Iteration 28Q: 3 clusters Score -585632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -585633.875000 Penalty: 4334.253906
	Iteration 29Q: 3 clusters Score -585633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -585637.625000 Penalty: 4334.253906
	Iteration 30Q: 3 clusters Score -585637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -585639.750000 Penalty: 4334.253906
	Iteration 31Q: 3 clusters Score -585639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -585641.437500 Penalty: 4334.253906
	Iteration 32Q: 3 clusters Score -585641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -585643.375000 Penalty: 4334.253906
	Iteration 33Q: 3 clusters Score -585643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -585646.687500 Penalty: 4334.253906
	Iteration 34Q: 3 clusters Score -585646.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -585649.312500 Penalty: 4334.253906
	Iteration 35Q: 3 clusters Score -585649.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -585652.062500 Penalty: 4334.253906
	Iteration 36Q: 3 clusters Score -585652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -585656.187500 Penalty: 4334.253906
	Iteration 37Q: 3 clusters Score -585656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -585660.750000 Penalty: 4334.253906
	Iteration 38Q: 3 clusters Score -585660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -585664.875000 Penalty: 4334.253906
	Iteration 39Q: 3 clusters Score -585664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -585669.125000 Penalty: 4334.253906
	Iteration 40F: 3 clusters Score -585669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -585673.000000 Penalty: 4334.253906
	Iteration 41Q: 3 clusters Score -585673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -585676.437500 Penalty: 4334.253906
	Iteration 42Q: 3 clusters Score -585676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -585679.062500 Penalty: 4334.253906
	Iteration 43Q: 3 clusters Score -585679.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -585685.500000 Penalty: 4334.253906
	Iteration 44Q: 3 clusters Score -585685.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -585689.625000 Penalty: 4334.253906
	Iteration 45Q: 3 clusters Score -585689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -585695.375000 Penalty: 4334.253906
	Iteration 46Q: 3 clusters Score -585695.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -585701.187500 Penalty: 4334.253906
	Iteration 47Q: 3 clusters Score -585701.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -585707.062500 Penalty: 4334.253906
	Iteration 48Q: 3 clusters Score -585707.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -585710.062500 Penalty: 4334.253906
	Iteration 49Q: 3 clusters Score -585710.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -585717.437500 Penalty: 4334.253906
	Iteration 50Q: 3 clusters Score -585717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -585721.437500 Penalty: 4334.253906
	Iteration 51Q: 3 clusters Score -585721.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -585726.625000 Penalty: 4334.253906
	Iteration 52Q: 3 clusters Score -585726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -585730.687500 Penalty: 4334.253906
	Iteration 53Q: 3 clusters Score -585730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -585732.687500 Penalty: 4334.253906
	Iteration 54Q: 3 clusters Score -585732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -585734.125000 Penalty: 4334.253906
	Iteration 55Q: 3 clusters Score -585734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -585734.687500 Penalty: 4334.253906
	Iteration 56Q: 3 clusters Score -585734.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -585736.750000 Penalty: 4334.253906
	Iteration 57Q: 3 clusters Score -585736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -585741.125000 Penalty: 4334.253906
	Iteration 58Q: 3 clusters Score -585741.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -585747.562500 Penalty: 4334.253906
	Iteration 59Q: 3 clusters Score -585747.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -585755.250000 Penalty: 4334.253906
	Iteration 60F: 3 clusters Score -585755.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -585766.625000 Penalty: 4334.253906
	Iteration 61Q: 3 clusters Score -585766.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -585775.375000 Penalty: 4334.253906
	Iteration 62Q: 3 clusters Score -585775.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -585783.062500 Penalty: 4334.253906
	Iteration 63Q: 3 clusters Score -585783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -585790.375000 Penalty: 4334.253906
	Iteration 64Q: 3 clusters Score -585790.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -585793.812500 Penalty: 4334.253906
	Iteration 65Q: 3 clusters Score -585793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -585798.000000 Penalty: 4334.253906
	Iteration 66Q: 3 clusters Score -585798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -585805.375000 Penalty: 4334.253906
	Iteration 67Q: 3 clusters Score -585805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -585808.812500 Penalty: 4334.253906
	Iteration 68Q: 3 clusters Score -585808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -585818.250000 Penalty: 4334.253906
	Iteration 69Q: 3 clusters Score -585818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -585824.125000 Penalty: 4334.253906
	Iteration 70Q: 3 clusters Score -585824.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -585831.562500 Penalty: 4334.253906
	Iteration 71Q: 3 clusters Score -585831.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -585837.250000 Penalty: 4334.253906
	Iteration 72Q: 3 clusters Score -585837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -585842.750000 Penalty: 4334.253906
	Iteration 73Q: 3 clusters Score -585842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -585847.875000 Penalty: 4334.253906
	Iteration 74Q: 3 clusters Score -585847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -585848.062500 Penalty: 4334.253906
	Iteration 75Q: 3 clusters Score -585848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -585851.625000 Penalty: 4334.253906
	Iteration 76Q: 3 clusters Score -585851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -585852.375000 Penalty: 4334.253906
	Iteration 77Q: 3 clusters Score -585852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -585853.437500 Penalty: 4334.253906
	Iteration 78Q: 3 clusters Score -585853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -585853.437500 Penalty: 4334.253906
	Iteration 79F: 3 clusters Score -585853.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -673663.750000 Penalty: 2193.431152
	Iteration 0F: 2 clusters Score -673663.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -667966.812500 Penalty: 4386.862305
	Iteration 0F: 3 clusters Score -667966.8 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -669471.687500 Penalty: 4386.862305
	Iteration 1F: 3 clusters Score -669471.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -669740.375000 Penalty: 4386.862305
	Iteration 2F: 3 clusters Score -669740.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -669908.812500 Penalty: 4386.862305
	Iteration 3F: 3 clusters Score -669908.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -670055.875000 Penalty: 4386.862305
	Iteration 4Q: 3 clusters Score -670055.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -670196.625000 Penalty: 4386.862305
	Iteration 5Q: 3 clusters Score -670196.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -670328.625000 Penalty: 4386.862305
	Iteration 6Q: 3 clusters Score -670328.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -670468.937500 Penalty: 4386.862305
	Iteration 7Q: 3 clusters Score -670468.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -670618.125000 Penalty: 4386.862305
	Iteration 8Q: 3 clusters Score -670618.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -670780.187500 Penalty: 4386.862305
	Iteration 9Q: 3 clusters Score -670780.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -670932.062500 Penalty: 4386.862305
	Iteration 10Q: 3 clusters Score -670932.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -671076.687500 Penalty: 4386.862305
	Iteration 11Q: 3 clusters Score -671076.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -671215.937500 Penalty: 4386.862305
	Iteration 12Q: 3 clusters Score -671215.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -671342.937500 Penalty: 4386.862305
	Iteration 13Q: 3 clusters Score -671342.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -671473.312500 Penalty: 4386.862305
	Iteration 14Q: 3 clusters Score -671473.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -671607.875000 Penalty: 4386.862305
	Iteration 15Q: 3 clusters Score -671607.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -671735.062500 Penalty: 4386.862305
	Iteration 16Q: 3 clusters Score -671735.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -671840.125000 Penalty: 4386.862305
	Iteration 17Q: 3 clusters Score -671840.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -671938.625000 Penalty: 4386.862305
	Iteration 18Q: 3 clusters Score -671938.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -671993.687500 Penalty: 4386.862305
	Iteration 19Q: 3 clusters Score -671993.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -672042.187500 Penalty: 4386.862305
	Iteration 20F: 3 clusters Score -672042.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -672080.375000 Penalty: 4386.862305
	Iteration 21Q: 3 clusters Score -672080.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -672105.625000 Penalty: 4386.862305
	Iteration 22Q: 3 clusters Score -672105.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -672127.875000 Penalty: 4386.862305
	Iteration 23Q: 3 clusters Score -672127.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -672141.750000 Penalty: 4386.862305
	Iteration 24Q: 3 clusters Score -672141.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -672150.687500 Penalty: 4386.862305
	Iteration 25Q: 3 clusters Score -672150.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -672158.750000 Penalty: 4386.862305
	Iteration 26Q: 3 clusters Score -672158.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -672163.250000 Penalty: 4386.862305
	Iteration 27Q: 3 clusters Score -672163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -672169.562500 Penalty: 4386.862305
	Iteration 28Q: 3 clusters Score -672169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -672173.750000 Penalty: 4386.862305
	Iteration 29Q: 3 clusters Score -672173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -672174.812500 Penalty: 4386.862305
	Iteration 30Q: 3 clusters Score -672174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -672174.812500 Penalty: 4386.862305
	Iteration 31F: 3 clusters Score -672174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -41680.050781 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -41680.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40221.523438 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -40221.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40535.179688 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -40535.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40672.156250 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -40672.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40747.617188 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -40747.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40810.515625 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -40810.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40879.257812 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -40879.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40907.550781 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -40907.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40943.550781 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -40943.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40985.285156 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -40985.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41072.164062 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -41072.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41174.000000 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -41174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41245.718750 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -41245.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41307.449219 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -41307.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41342.773438 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -41342.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41365.027344 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -41365.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41367.886719 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -41367.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41376.253906 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -41376.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41409.062500 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -41409.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41419.394531 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -41419.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41430.031250 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -41430.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -41480.269531 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -41480.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41613.808594 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -41613.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41745.187500 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -41745.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41830.867188 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -41830.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42016.933594 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -42016.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42115.632812 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -42115.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -42131.101562 Penalty: 3104.752441
	Iteration 26Q: 3 clusters Score -42131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -42160.050781 Penalty: 3104.752441
	Iteration 27Q: 3 clusters Score -42160.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42175.398438 Penalty: 3104.752441
	Iteration 28Q: 3 clusters Score -42175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42176.535156 Penalty: 3104.752441
	Iteration 29F: 3 clusters Score -42176.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42206.351562 Penalty: 3104.752441
	Iteration 30Q: 3 clusters Score -42206.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42206.351562 Penalty: 3104.752441
	Iteration 31F: 3 clusters Score -42206.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 189 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 334 members 
Entering Unmasked Estep 
Score: -96219872.000000 Penalty: 222639.031250
Splitting cluster 3 changes total score from -96221064.000000 to -96219872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Entering Unmasked Estep 
Score: -1219278.750000 Penalty: 2325.337891
	Iteration 0F: 2 clusters Score -1219279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1210481.000000 Penalty: 4650.675781
	Iteration 0F: 3 clusters Score -1210481 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1213172.000000 Penalty: 4650.675781
	Iteration 1F: 3 clusters Score -1213172 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1213560.000000 Penalty: 4650.675781
	Iteration 2F: 3 clusters Score -1213560 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1213928.875000 Penalty: 4650.675781
	Iteration 3F: 3 clusters Score -1213929 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1214382.000000 Penalty: 4650.675781
	Iteration 4F: 3 clusters Score -1214382 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1214978.625000 Penalty: 4650.675781
	Iteration 5F: 3 clusters Score -1214979 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1215661.625000 Penalty: 4650.675781
	Iteration 6F: 3 clusters Score -1215662 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1216300.625000 Penalty: 4650.675781
	Iteration 7F: 3 clusters Score -1216301 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1216748.000000 Penalty: 4650.675781
	Iteration 8F: 3 clusters Score -1216748 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1217025.000000 Penalty: 4650.675781
	Iteration 9Q: 3 clusters Score -1217025 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1217169.375000 Penalty: 4650.675781
	Iteration 10Q: 3 clusters Score -1217169 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1217259.000000 Penalty: 4650.675781
	Iteration 11Q: 3 clusters Score -1217259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1217314.000000 Penalty: 4650.675781
	Iteration 12Q: 3 clusters Score -1217314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1217369.000000 Penalty: 4650.675781
	Iteration 13Q: 3 clusters Score -1217369 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1217429.625000 Penalty: 4650.675781
	Iteration 14Q: 3 clusters Score -1217430 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1217484.750000 Penalty: 4650.675781
	Iteration 15Q: 3 clusters Score -1217485 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1217536.875000 Penalty: 4650.675781
	Iteration 16Q: 3 clusters Score -1217537 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1217579.750000 Penalty: 4650.675781
	Iteration 17Q: 3 clusters Score -1217580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1217618.875000 Penalty: 4650.675781
	Iteration 18Q: 3 clusters Score -1217619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1217660.375000 Penalty: 4650.675781
	Iteration 19Q: 3 clusters Score -1217660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1217698.625000 Penalty: 4650.675781
	Iteration 20F: 3 clusters Score -1217699 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1217737.500000 Penalty: 4650.675781
	Iteration 21Q: 3 clusters Score -1217738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1217772.250000 Penalty: 4650.675781
	Iteration 22Q: 3 clusters Score -1217772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1217804.125000 Penalty: 4650.675781
	Iteration 23Q: 3 clusters Score -1217804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1217840.375000 Penalty: 4650.675781
	Iteration 24Q: 3 clusters Score -1217840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1217875.875000 Penalty: 4650.675781
	Iteration 25Q: 3 clusters Score -1217876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1217914.500000 Penalty: 4650.675781
	Iteration 26Q: 3 clusters Score -1217914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1217952.000000 Penalty: 4650.675781
	Iteration 27Q: 3 clusters Score -1217952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1217995.750000 Penalty: 4650.675781
	Iteration 28Q: 3 clusters Score -1217996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1218039.750000 Penalty: 4650.675781
	Iteration 29Q: 3 clusters Score -1218040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1218085.125000 Penalty: 4650.675781
	Iteration 30Q: 3 clusters Score -1218085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1218121.125000 Penalty: 4650.675781
	Iteration 31Q: 3 clusters Score -1218121 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1218155.875000 Penalty: 4650.675781
	Iteration 32Q: 3 clusters Score -1218156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1218191.375000 Penalty: 4650.675781
	Iteration 33Q: 3 clusters Score -1218191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1218229.750000 Penalty: 4650.675781
	Iteration 34Q: 3 clusters Score -1218230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1218254.750000 Penalty: 4650.675781
	Iteration 35Q: 3 clusters Score -1218255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1218274.875000 Penalty: 4650.675781
	Iteration 36Q: 3 clusters Score -1218275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1218291.000000 Penalty: 4650.675781
	Iteration 37Q: 3 clusters Score -1218291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1218299.875000 Penalty: 4650.675781
	Iteration 38Q: 3 clusters Score -1218300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1218308.375000 Penalty: 4650.675781
	Iteration 39Q: 3 clusters Score -1218308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1218308.375000 Penalty: 4650.675781
	Iteration 40F: 3 clusters Score -1218308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1218310.250000 Penalty: 4650.675781
	Iteration 41Q: 3 clusters Score -1218310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1218316.125000 Penalty: 4650.675781
	Iteration 42Q: 3 clusters Score -1218316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1218315.125000 Penalty: 4650.675781
	Iteration 43Q: 3 clusters Score -1218315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1218312.750000 Penalty: 4650.675781
	Iteration 44Q: 3 clusters Score -1218313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1218315.000000 Penalty: 4650.675781
	Iteration 45Q: 3 clusters Score -1218315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1218316.250000 Penalty: 4650.675781
	Iteration 46Q: 3 clusters Score -1218316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1218314.875000 Penalty: 4650.675781
	Iteration 47Q: 3 clusters Score -1218315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1218318.750000 Penalty: 4650.675781
	Iteration 48Q: 3 clusters Score -1218319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1218320.625000 Penalty: 4650.675781
	Iteration 49Q: 3 clusters Score -1218321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1218324.125000 Penalty: 4650.675781
	Iteration 50Q: 3 clusters Score -1218324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1218325.875000 Penalty: 4650.675781
	Iteration 51Q: 3 clusters Score -1218326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1218330.375000 Penalty: 4650.675781
	Iteration 52Q: 3 clusters Score -1218330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1218334.250000 Penalty: 4650.675781
	Iteration 53Q: 3 clusters Score -1218334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1218337.875000 Penalty: 4650.675781
	Iteration 54Q: 3 clusters Score -1218338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1218343.000000 Penalty: 4650.675781
	Iteration 55Q: 3 clusters Score -1218343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1218344.125000 Penalty: 4650.675781
	Iteration 56Q: 3 clusters Score -1218344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1218354.125000 Penalty: 4650.675781
	Iteration 57Q: 3 clusters Score -1218354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1218355.000000 Penalty: 4650.675781
	Iteration 58Q: 3 clusters Score -1218355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1218356.375000 Penalty: 4650.675781
	Iteration 59Q: 3 clusters Score -1218356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1218356.000000 Penalty: 4650.675781
	Iteration 60F: 3 clusters Score -1218356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1218361.000000 Penalty: 4650.675781
	Iteration 61Q: 3 clusters Score -1218361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1218365.125000 Penalty: 4650.675781
	Iteration 62Q: 3 clusters Score -1218365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1218369.625000 Penalty: 4650.675781
	Iteration 63Q: 3 clusters Score -1218370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1218371.500000 Penalty: 4650.675781
	Iteration 64Q: 3 clusters Score -1218372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1218374.500000 Penalty: 4650.675781
	Iteration 65Q: 3 clusters Score -1218374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1218374.125000 Penalty: 4650.675781
	Iteration 66Q: 3 clusters Score -1218374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1218371.125000 Penalty: 4650.675781
	Iteration 67Q: 3 clusters Score -1218371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1218373.625000 Penalty: 4650.675781
	Iteration 68Q: 3 clusters Score -1218374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1218375.250000 Penalty: 4650.675781
	Iteration 69Q: 3 clusters Score -1218375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1218375.125000 Penalty: 4650.675781
	Iteration 70Q: 3 clusters Score -1218375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1218376.875000 Penalty: 4650.675781
	Iteration 71Q: 3 clusters Score -1218377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1218376.875000 Penalty: 4650.675781
	Iteration 72F: 3 clusters Score -1218377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -740055.875000 Penalty: 2223.909424
	Iteration 0F: 2 clusters Score -740055.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -733762.500000 Penalty: 4447.818848
	Iteration 0F: 3 clusters Score -733762.5 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -735557.437500 Penalty: 4447.818848
	Iteration 1F: 3 clusters Score -735557.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -736015.500000 Penalty: 4447.818848
	Iteration 2F: 3 clusters Score -736015.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -736456.437500 Penalty: 4447.818848
	Iteration 3F: 3 clusters Score -736456.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -736855.062500 Penalty: 4447.818848
	Iteration 4F: 3 clusters Score -736855.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -737235.687500 Penalty: 4447.818848
	Iteration 5F: 3 clusters Score -737235.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -737530.625000 Penalty: 4447.818848
	Iteration 6F: 3 clusters Score -737530.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -737782.937500 Penalty: 4447.818848
	Iteration 7Q: 3 clusters Score -737782.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -737998.125000 Penalty: 4447.818848
	Iteration 8Q: 3 clusters Score -737998.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -738158.312500 Penalty: 4447.818848
	Iteration 9Q: 3 clusters Score -738158.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -738260.062500 Penalty: 4447.818848
	Iteration 10Q: 3 clusters Score -738260.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -738360.875000 Penalty: 4447.818848
	Iteration 11Q: 3 clusters Score -738360.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -738457.625000 Penalty: 4447.818848
	Iteration 12Q: 3 clusters Score -738457.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -738548.062500 Penalty: 4447.818848
	Iteration 13Q: 3 clusters Score -738548.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -738639.562500 Penalty: 4447.818848
	Iteration 14Q: 3 clusters Score -738639.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -738689.375000 Penalty: 4447.818848
	Iteration 15Q: 3 clusters Score -738689.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -738725.000000 Penalty: 4447.818848
	Iteration 16Q: 3 clusters Score -738725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -738747.937500 Penalty: 4447.818848
	Iteration 17Q: 3 clusters Score -738747.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -738763.437500 Penalty: 4447.818848
	Iteration 18Q: 3 clusters Score -738763.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -738774.000000 Penalty: 4447.818848
	Iteration 19Q: 3 clusters Score -738774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -738784.750000 Penalty: 4447.818848
	Iteration 20F: 3 clusters Score -738784.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -738794.312500 Penalty: 4447.818848
	Iteration 21Q: 3 clusters Score -738794.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -738803.625000 Penalty: 4447.818848
	Iteration 22Q: 3 clusters Score -738803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -738815.625000 Penalty: 4447.818848
	Iteration 23Q: 3 clusters Score -738815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -738827.125000 Penalty: 4447.818848
	Iteration 24Q: 3 clusters Score -738827.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -738839.312500 Penalty: 4447.818848
	Iteration 25Q: 3 clusters Score -738839.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -738856.312500 Penalty: 4447.818848
	Iteration 26Q: 3 clusters Score -738856.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -738871.375000 Penalty: 4447.818848
	Iteration 27Q: 3 clusters Score -738871.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -738885.625000 Penalty: 4447.818848
	Iteration 28Q: 3 clusters Score -738885.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -738911.062500 Penalty: 4447.818848
	Iteration 29Q: 3 clusters Score -738911.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -738928.875000 Penalty: 4447.818848
	Iteration 30Q: 3 clusters Score -738928.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -738943.000000 Penalty: 4447.818848
	Iteration 31Q: 3 clusters Score -738943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -738957.062500 Penalty: 4447.818848
	Iteration 32Q: 3 clusters Score -738957.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -738972.187500 Penalty: 4447.818848
	Iteration 33Q: 3 clusters Score -738972.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -738992.250000 Penalty: 4447.818848
	Iteration 34Q: 3 clusters Score -738992.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -739009.687500 Penalty: 4447.818848
	Iteration 35Q: 3 clusters Score -739009.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -739031.375000 Penalty: 4447.818848
	Iteration 36Q: 3 clusters Score -739031.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -739046.562500 Penalty: 4447.818848
	Iteration 37Q: 3 clusters Score -739046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -739062.125000 Penalty: 4447.818848
	Iteration 38Q: 3 clusters Score -739062.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -739080.625000 Penalty: 4447.818848
	Iteration 39Q: 3 clusters Score -739080.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -739097.062500 Penalty: 4447.818848
	Iteration 40F: 3 clusters Score -739097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -739112.375000 Penalty: 4447.818848
	Iteration 41Q: 3 clusters Score -739112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -739123.250000 Penalty: 4447.818848
	Iteration 42Q: 3 clusters Score -739123.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -739139.562500 Penalty: 4447.818848
	Iteration 43Q: 3 clusters Score -739139.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -739151.500000 Penalty: 4447.818848
	Iteration 44Q: 3 clusters Score -739151.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -739157.187500 Penalty: 4447.818848
	Iteration 45Q: 3 clusters Score -739157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -739164.062500 Penalty: 4447.818848
	Iteration 46Q: 3 clusters Score -739164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -739172.312500 Penalty: 4447.818848
	Iteration 47Q: 3 clusters Score -739172.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -739178.812500 Penalty: 4447.818848
	Iteration 48Q: 3 clusters Score -739178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -739182.750000 Penalty: 4447.818848
	Iteration 49Q: 3 clusters Score -739182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -739187.250000 Penalty: 4447.818848
	Iteration 50Q: 3 clusters Score -739187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -739193.687500 Penalty: 4447.818848
	Iteration 51Q: 3 clusters Score -739193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -739199.875000 Penalty: 4447.818848
	Iteration 52Q: 3 clusters Score -739199.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -739205.125000 Penalty: 4447.818848
	Iteration 53Q: 3 clusters Score -739205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -739205.937500 Penalty: 4447.818848
	Iteration 54Q: 3 clusters Score -739205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -739211.625000 Penalty: 4447.818848
	Iteration 55Q: 3 clusters Score -739211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -739214.562500 Penalty: 4447.818848
	Iteration 56Q: 3 clusters Score -739214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -739219.562500 Penalty: 4447.818848
	Iteration 57Q: 3 clusters Score -739219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -739224.312500 Penalty: 4447.818848
	Iteration 58Q: 3 clusters Score -739224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -739228.062500 Penalty: 4447.818848
	Iteration 59Q: 3 clusters Score -739228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -739229.562500 Penalty: 4447.818848
	Iteration 60F: 3 clusters Score -739229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -739231.000000 Penalty: 4447.818848
	Iteration 61Q: 3 clusters Score -739231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -739233.687500 Penalty: 4447.818848
	Iteration 62Q: 3 clusters Score -739233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -739236.062500 Penalty: 4447.818848
	Iteration 63Q: 3 clusters Score -739236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -739239.687500 Penalty: 4447.818848
	Iteration 64Q: 3 clusters Score -739239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -739243.937500 Penalty: 4447.818848
	Iteration 65Q: 3 clusters Score -739243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -739248.250000 Penalty: 4447.818848
	Iteration 66Q: 3 clusters Score -739248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -739247.687500 Penalty: 4447.818848
	Iteration 67Q: 3 clusters Score -739247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -739250.812500 Penalty: 4447.818848
	Iteration 68Q: 3 clusters Score -739250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -739250.312500 Penalty: 4447.818848
	Iteration 69Q: 3 clusters Score -739250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -739252.437500 Penalty: 4447.818848
	Iteration 70Q: 3 clusters Score -739252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -739252.437500 Penalty: 4447.818848
	Iteration 71F: 3 clusters Score -739252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -198744.640625 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -198744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196056.421875 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -196056.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196564.078125 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -196564.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -196702.671875 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -196702.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196769.937500 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -196769.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196807.015625 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -196807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -196834.234375 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -196834.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -196870.265625 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -196870.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -196894.656250 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -196894.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -196913.578125 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -196913.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196924.312500 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -196924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196932.406250 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -196932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -196937.406250 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -196937.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -196943.250000 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -196943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -196948.156250 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -196948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -196953.312500 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -196953.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196958.390625 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -196958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -196961.515625 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -196961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -196965.421875 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -196965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -196972.734375 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -196972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196978.000000 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -196978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196980.640625 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -196980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196984.421875 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -196984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -196988.109375 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -196988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -196991.046875 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -196991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -196991.609375 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -196991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -196991.609375 Penalty: 3795.662842
	Iteration 25F: 3 clusters Score -196991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -61507.683594 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -61507.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59898.781250 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -59898.78 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60134.199219 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -60134.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60243.582031 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -60243.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60298.164062 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -60298.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60332.582031 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -60332.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60358.414062 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -60358.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60371.972656 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -60371.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60381.699219 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -60381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60390.917969 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -60390.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60407.394531 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -60407.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60411.812500 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -60411.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60413.585938 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -60413.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60414.953125 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -60414.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60415.750000 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -60415.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60418.898438 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -60418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60419.460938 Penalty: 3254.271240
	Iteration 15Q: 3 clusters Score -60419.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60423.613281 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -60423.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60425.925781 Penalty: 3254.271240
	Iteration 17Q: 3 clusters Score -60425.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60430.550781 Penalty: 3254.271240
	Iteration 18Q: 3 clusters Score -60430.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60440.738281 Penalty: 3254.271240
	Iteration 19Q: 3 clusters Score -60440.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60443.257812 Penalty: 3254.271240
	Iteration 20F: 3 clusters Score -60443.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60450.738281 Penalty: 3254.271240
	Iteration 21Q: 3 clusters Score -60450.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60455.894531 Penalty: 3254.271240
	Iteration 22Q: 3 clusters Score -60455.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60460.132812 Penalty: 3254.271240
	Iteration 23Q: 3 clusters Score -60460.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60460.132812 Penalty: 3254.271240
	Iteration 24F: 3 clusters Score -60460.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Entering Unmasked Estep 
Score: -9101088.000000 Penalty: 2827.187012
	Iteration 0F: 2 clusters Score -9101088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -9041223.000000 Penalty: 5654.374023
	Iteration 0F: 3 clusters Score -9041223 nChanged 42086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -9065259.000000 Penalty: 5654.374023
	Iteration 1F: 3 clusters Score -9065259 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -9066395.000000 Penalty: 5654.374023
	Iteration 2Q: 3 clusters Score -9066395 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -9068151.000000 Penalty: 5654.374023
	Iteration 3Q: 3 clusters Score -9068151 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -9071403.000000 Penalty: 5654.374023
	Iteration 4F: 3 clusters Score -9071403 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -9076646.000000 Penalty: 5654.374023
	Iteration 5F: 3 clusters Score -9076646 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -9083531.000000 Penalty: 5654.374023
	Iteration 6F: 3 clusters Score -9083531 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -9089645.000000 Penalty: 5654.374023
	Iteration 7F: 3 clusters Score -9089645 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -9093936.000000 Penalty: 5654.374023
	Iteration 8F: 3 clusters Score -9093936 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -9096485.000000 Penalty: 5654.374023
	Iteration 9Q: 3 clusters Score -9096485 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -9097685.000000 Penalty: 5654.374023
	Iteration 10Q: 3 clusters Score -9097685 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -9098147.000000 Penalty: 5654.374023
	Iteration 11Q: 3 clusters Score -9098147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -9098349.000000 Penalty: 5654.374023
	Iteration 12Q: 3 clusters Score -9098349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -9098445.000000 Penalty: 5654.374023
	Iteration 13Q: 3 clusters Score -9098445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -9098525.000000 Penalty: 5654.374023
	Iteration 14Q: 3 clusters Score -9098525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -9098563.000000 Penalty: 5654.374023
	Iteration 15Q: 3 clusters Score -9098563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -9098593.000000 Penalty: 5654.374023
	Iteration 16Q: 3 clusters Score -9098593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -9098617.000000 Penalty: 5654.374023
	Iteration 17Q: 3 clusters Score -9098617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -9098629.000000 Penalty: 5654.374023
	Iteration 18Q: 3 clusters Score -9098629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -9098643.000000 Penalty: 5654.374023
	Iteration 19Q: 3 clusters Score -9098643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -9098652.000000 Penalty: 5654.374023
	Iteration 20F: 3 clusters Score -9098652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -9098672.000000 Penalty: 5654.374023
	Iteration 21Q: 3 clusters Score -9098672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -9098678.000000 Penalty: 5654.374023
	Iteration 22Q: 3 clusters Score -9098678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -9098684.000000 Penalty: 5654.374023
	Iteration 23Q: 3 clusters Score -9098684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -9098690.000000 Penalty: 5654.374023
	Iteration 24Q: 3 clusters Score -9098690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -9098686.000000 Penalty: 5654.374023
	Iteration 25Q: 3 clusters Score -9098686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -9098691.000000 Penalty: 5654.374023
	Iteration 26Q: 3 clusters Score -9098691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -9098691.000000 Penalty: 5654.374023
	Iteration 27Q: 3 clusters Score -9098691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -9098699.000000 Penalty: 5654.374023
	Iteration 28Q: 3 clusters Score -9098699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -9098697.000000 Penalty: 5654.374023
	Iteration 29Q: 3 clusters Score -9098697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -9098704.000000 Penalty: 5654.374023
	Iteration 30Q: 3 clusters Score -9098704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -9098704.000000 Penalty: 5654.374023
	Iteration 31F: 3 clusters Score -9098704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -684777.687500 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -684777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -678445.750000 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -678445.8 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -680428.437500 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -680428.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -680895.312500 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -680895.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -681294.000000 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -681294 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -681626.312500 Penalty: 4456.346191
	Iteration 4F: 3 clusters Score -681626.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -681948.625000 Penalty: 4456.346191
	Iteration 5F: 3 clusters Score -681948.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -682255.250000 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -682255.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -682522.375000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -682522.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -682761.125000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -682761.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -682950.250000 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -682950.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -683085.437500 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -683085.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -683181.625000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -683181.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -683255.187500 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -683255.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -683309.062500 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -683309.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -683347.812500 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -683347.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -683379.312500 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -683379.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -683400.250000 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -683400.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -683415.062500 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -683415.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -683423.375000 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -683423.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -683427.250000 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -683427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -683437.000000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -683437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -683442.437500 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -683442.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -683449.000000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -683449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -683457.625000 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -683457.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -683465.812500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -683465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -683468.187500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -683468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -683470.250000 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -683470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -683469.187500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -683469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -683470.375000 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -683470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -683473.375000 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -683473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -683476.875000 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -683476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -683477.062500 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -683477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -683479.500000 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -683479.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -683480.000000 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -683480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -683482.687500 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -683482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -683484.000000 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -683484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -683485.687500 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -683485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -683487.062500 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -683487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -683486.687500 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -683486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -683487.000000 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -683487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -683487.562500 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -683487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -683487.500000 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -683487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -683487.125000 Penalty: 4456.346191
	Iteration 42Q: 3 clusters Score -683487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -683487.125000 Penalty: 4456.346191
	Iteration 43F: 3 clusters Score -683487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Entering Unmasked Estep 
Score: -4422159.000000 Penalty: 2646.183350
	Iteration 0F: 2 clusters Score -4422159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4393026.000000 Penalty: 5292.366699
	Iteration 0F: 3 clusters Score -4393026 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4403886.500000 Penalty: 5292.366699
	Iteration 1F: 3 clusters Score -4403886 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4404445.500000 Penalty: 5292.366699
	Iteration 2Q: 3 clusters Score -4404446 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4405004.500000 Penalty: 5292.366699
	Iteration 3Q: 3 clusters Score -4405004 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4405589.000000 Penalty: 5292.366699
	Iteration 4Q: 3 clusters Score -4405589 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4406258.500000 Penalty: 5292.366699
	Iteration 5Q: 3 clusters Score -4406258 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4407076.500000 Penalty: 5292.366699
	Iteration 6Q: 3 clusters Score -4407076 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4408097.000000 Penalty: 5292.366699
	Iteration 7Q: 3 clusters Score -4408097 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -4409277.500000 Penalty: 5292.366699
	Iteration 8F: 3 clusters Score -4409278 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4410692.500000 Penalty: 5292.366699
	Iteration 9F: 3 clusters Score -4410692 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4412229.500000 Penalty: 5292.366699
	Iteration 10F: 3 clusters Score -4412230 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4413804.000000 Penalty: 5292.366699
	Iteration 11F: 3 clusters Score -4413804 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4415223.500000 Penalty: 5292.366699
	Iteration 12Q: 3 clusters Score -4415224 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4416465.500000 Penalty: 5292.366699
	Iteration 13Q: 3 clusters Score -4416466 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4417505.500000 Penalty: 5292.366699
	Iteration 14Q: 3 clusters Score -4417506 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -4418294.500000 Penalty: 5292.366699
	Iteration 15Q: 3 clusters Score -4418294 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4418855.000000 Penalty: 5292.366699
	Iteration 16Q: 3 clusters Score -4418855 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -4419190.500000 Penalty: 5292.366699
	Iteration 17Q: 3 clusters Score -4419190 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -4419416.000000 Penalty: 5292.366699
	Iteration 18Q: 3 clusters Score -4419416 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4419562.500000 Penalty: 5292.366699
	Iteration 19Q: 3 clusters Score -4419562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -4419658.500000 Penalty: 5292.366699
	Iteration 20F: 3 clusters Score -4419658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -4419729.500000 Penalty: 5292.366699
	Iteration 21Q: 3 clusters Score -4419730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -4419772.500000 Penalty: 5292.366699
	Iteration 22Q: 3 clusters Score -4419772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -4419795.000000 Penalty: 5292.366699
	Iteration 23Q: 3 clusters Score -4419795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4419814.500000 Penalty: 5292.366699
	Iteration 24Q: 3 clusters Score -4419814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4419822.500000 Penalty: 5292.366699
	Iteration 25Q: 3 clusters Score -4419822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -4419836.000000 Penalty: 5292.366699
	Iteration 26Q: 3 clusters Score -4419836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -4419840.000000 Penalty: 5292.366699
	Iteration 27Q: 3 clusters Score -4419840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -4419846.000000 Penalty: 5292.366699
	Iteration 28Q: 3 clusters Score -4419846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -4419853.500000 Penalty: 5292.366699
	Iteration 29Q: 3 clusters Score -4419854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -4419865.500000 Penalty: 5292.366699
	Iteration 30Q: 3 clusters Score -4419866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -4419869.000000 Penalty: 5292.366699
	Iteration 31Q: 3 clusters Score -4419869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -4419876.000000 Penalty: 5292.366699
	Iteration 32Q: 3 clusters Score -4419876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4419882.000000 Penalty: 5292.366699
	Iteration 33Q: 3 clusters Score -4419882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -4419875.000000 Penalty: 5292.366699
	Iteration 34Q: 3 clusters Score -4419875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -4419884.000000 Penalty: 5292.366699
	Iteration 35Q: 3 clusters Score -4419884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -4419890.500000 Penalty: 5292.366699
	Iteration 36Q: 3 clusters Score -4419890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -4419888.500000 Penalty: 5292.366699
	Iteration 37Q: 3 clusters Score -4419888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -4419894.500000 Penalty: 5292.366699
	Iteration 38Q: 3 clusters Score -4419894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -4419893.500000 Penalty: 5292.366699
	Iteration 39Q: 3 clusters Score -4419894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -4419898.000000 Penalty: 5292.366699
	Iteration 40F: 3 clusters Score -4419898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -4419895.500000 Penalty: 5292.366699
	Iteration 41Q: 3 clusters Score -4419896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -4419898.500000 Penalty: 5292.366699
	Iteration 42Q: 3 clusters Score -4419898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -4419903.500000 Penalty: 5292.366699
	Iteration 43Q: 3 clusters Score -4419904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -4419902.000000 Penalty: 5292.366699
	Iteration 44Q: 3 clusters Score -4419902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -4419905.000000 Penalty: 5292.366699
	Iteration 45Q: 3 clusters Score -4419905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -4419904.500000 Penalty: 5292.366699
	Iteration 46Q: 3 clusters Score -4419904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -4419904.500000 Penalty: 5292.366699
	Iteration 47F: 3 clusters Score -4419904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -236539.500000 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -236539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -233613.687500 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -233613.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -234248.796875 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -234248.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -234437.546875 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -234437.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -234550.468750 Penalty: 3866.844971
	Iteration 3F: 3 clusters Score -234550.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -234645.750000 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -234645.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -234730.718750 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -234730.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234810.515625 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -234810.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -234880.875000 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -234880.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234940.687500 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -234940.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -234983.421875 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -234983.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -235022.578125 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -235022.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -235058.390625 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -235058.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -235081.078125 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -235081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235095.250000 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -235095.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235116.140625 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -235116.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235137.609375 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -235137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235154.140625 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -235154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -235165.609375 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -235165.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -235175.640625 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -235175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -235182.734375 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -235182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -235186.875000 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -235186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -235189.281250 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -235189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -235190.937500 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -235190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235192.343750 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -235192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235194.296875 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -235194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235197.015625 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -235197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -235198.812500 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -235198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -235201.484375 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -235201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235202.687500 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -235202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235204.484375 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -235204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235205.015625 Penalty: 3866.844971
	Iteration 30Q: 3 clusters Score -235205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235205.015625 Penalty: 3866.844971
	Iteration 31F: 3 clusters Score -235205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210381 members 
Entering Unmasked Estep 
Score: -21660894.000000 Penalty: 3039.655518
	Iteration 0F: 2 clusters Score -2.166089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -21519230.000000 Penalty: 6079.311035
	Iteration 0F: 3 clusters Score -2.151923e+07 nChanged 101256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -21578992.000000 Penalty: 6079.311035
	Iteration 1F: 3 clusters Score -2.157899e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -21580136.000000 Penalty: 6079.311035
	Iteration 2Q: 3 clusters Score -2.158014e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -21581754.000000 Penalty: 6079.311035
	Iteration 3Q: 3 clusters Score -2.158175e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -21583698.000000 Penalty: 6079.311035
	Iteration 4Q: 3 clusters Score -2.15837e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -21586440.000000 Penalty: 6079.311035
	Iteration 5Q: 3 clusters Score -2.158644e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -21590932.000000 Penalty: 6079.311035
	Iteration 6Q: 3 clusters Score -2.159093e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136208 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -21598272.000000 Penalty: 6079.311035
	Iteration 7F: 3 clusters Score -2.159827e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -21609240.000000 Penalty: 6079.311035
	Iteration 8F: 3 clusters Score -2.160924e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -21622180.000000 Penalty: 6079.311035
	Iteration 9F: 3 clusters Score -2.162218e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172971 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -21633166.000000 Penalty: 6079.311035
	Iteration 10F: 3 clusters Score -2.163317e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181500 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -21640560.000000 Penalty: 6079.311035
	Iteration 11Q: 3 clusters Score -2.164056e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -21645238.000000 Penalty: 6079.311035
	Iteration 12Q: 3 clusters Score -2.164524e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193180 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -21648678.000000 Penalty: 6079.311035
	Iteration 13Q: 3 clusters Score -2.164868e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197483 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -21651340.000000 Penalty: 6079.311035
	Iteration 14Q: 3 clusters Score -2.165134e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -21653312.000000 Penalty: 6079.311035
	Iteration 15Q: 3 clusters Score -2.165331e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203548 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -21654980.000000 Penalty: 6079.311035
	Iteration 16Q: 3 clusters Score -2.165498e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205440 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -21656138.000000 Penalty: 6079.311035
	Iteration 17Q: 3 clusters Score -2.165614e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206736 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -21656864.000000 Penalty: 6079.311035
	Iteration 18Q: 3 clusters Score -2.165686e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207609 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21657350.000000 Penalty: 6079.311035
	Iteration 19Q: 3 clusters Score -2.165735e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208153 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21657618.000000 Penalty: 6079.311035
	Iteration 20F: 3 clusters Score -2.165762e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208535 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21657812.000000 Penalty: 6079.311035
	Iteration 21Q: 3 clusters Score -2.165781e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208763 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21657964.000000 Penalty: 6079.311035
	Iteration 22Q: 3 clusters Score -2.165796e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208910 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21658022.000000 Penalty: 6079.311035
	Iteration 23Q: 3 clusters Score -2.165802e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209031 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21658110.000000 Penalty: 6079.311035
	Iteration 24Q: 3 clusters Score -2.165811e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209132 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21658206.000000 Penalty: 6079.311035
	Iteration 25Q: 3 clusters Score -2.165821e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209222 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21658252.000000 Penalty: 6079.311035
	Iteration 26Q: 3 clusters Score -2.165825e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209291 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21658254.000000 Penalty: 6079.311035
	Iteration 27Q: 3 clusters Score -2.165825e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209329 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21658294.000000 Penalty: 6079.311035
	Iteration 28Q: 3 clusters Score -2.165829e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209359 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21658310.000000 Penalty: 6079.311035
	Iteration 29Q: 3 clusters Score -2.165831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21658286.000000 Penalty: 6079.311035
	Iteration 30Q: 3 clusters Score -2.165829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209414 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21658306.000000 Penalty: 6079.311035
	Iteration 31Q: 3 clusters Score -2.165831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209441 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -21658304.000000 Penalty: 6079.311035
	Iteration 32Q: 3 clusters Score -2.16583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209471 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21658310.000000 Penalty: 6079.311035
	Iteration 33Q: 3 clusters Score -2.165831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209501 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -21658338.000000 Penalty: 6079.311035
	Iteration 34Q: 3 clusters Score -2.165834e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209533 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21658374.000000 Penalty: 6079.311035
	Iteration 35Q: 3 clusters Score -2.165837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209559 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21658408.000000 Penalty: 6079.311035
	Iteration 36Q: 3 clusters Score -2.165841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209581 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -21658420.000000 Penalty: 6079.311035
	Iteration 37Q: 3 clusters Score -2.165842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209597 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21658444.000000 Penalty: 6079.311035
	Iteration 38Q: 3 clusters Score -2.165844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209610 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21658470.000000 Penalty: 6079.311035
	Iteration 39Q: 3 clusters Score -2.165847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209624 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21658494.000000 Penalty: 6079.311035
	Iteration 40F: 3 clusters Score -2.165849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209633 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21658504.000000 Penalty: 6079.311035
	Iteration 41Q: 3 clusters Score -2.16585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21658540.000000 Penalty: 6079.311035
	Iteration 42Q: 3 clusters Score -2.165854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21658542.000000 Penalty: 6079.311035
	Iteration 43Q: 3 clusters Score -2.165854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21658526.000000 Penalty: 6079.311035
	Iteration 44Q: 3 clusters Score -2.165853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209644 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21658554.000000 Penalty: 6079.311035
	Iteration 45Q: 3 clusters Score -2.165855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21658570.000000 Penalty: 6079.311035
	Iteration 46Q: 3 clusters Score -2.165857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21658564.000000 Penalty: 6079.311035
	Iteration 47Q: 3 clusters Score -2.165856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209647 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21658550.000000 Penalty: 6079.311035
	Iteration 48Q: 3 clusters Score -2.165855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209647 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21658550.000000 Penalty: 6079.311035
	Iteration 49Q: 3 clusters Score -2.165855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21658546.000000 Penalty: 6079.311035
	Iteration 50Q: 3 clusters Score -2.165855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209644 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21658530.000000 Penalty: 6079.311035
	Iteration 51Q: 3 clusters Score -2.165853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209645 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21658542.000000 Penalty: 6079.311035
	Iteration 52Q: 3 clusters Score -2.165854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209642 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21658538.000000 Penalty: 6079.311035
	Iteration 53Q: 3 clusters Score -2.165854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209641 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21658552.000000 Penalty: 6079.311035
	Iteration 54Q: 3 clusters Score -2.165855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21658558.000000 Penalty: 6079.311035
	Iteration 55Q: 3 clusters Score -2.165856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209642 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21658556.000000 Penalty: 6079.311035
	Iteration 56Q: 3 clusters Score -2.165856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209649 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21658554.000000 Penalty: 6079.311035
	Iteration 57Q: 3 clusters Score -2.165855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21658556.000000 Penalty: 6079.311035
	Iteration 58Q: 3 clusters Score -2.165856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209651 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21658566.000000 Penalty: 6079.311035
	Iteration 59Q: 3 clusters Score -2.165857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209650 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21658566.000000 Penalty: 6079.311035
	Iteration 60F: 3 clusters Score -2.165857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209651 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21658564.000000 Penalty: 6079.311035
	Iteration 61Q: 3 clusters Score -2.165856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209653 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -21658578.000000 Penalty: 6079.311035
	Iteration 62Q: 3 clusters Score -2.165858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21658582.000000 Penalty: 6079.311035
	Iteration 63Q: 3 clusters Score -2.165858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209650 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21658574.000000 Penalty: 6079.311035
	Iteration 64Q: 3 clusters Score -2.165857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209650 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21658574.000000 Penalty: 6079.311035
	Iteration 65F: 3 clusters Score -2.165857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -788580.187500 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -788580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -782406.125000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -782406.1 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -784120.375000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -784120.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -784447.687500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -784447.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -784659.562500 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -784659.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -784824.312500 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -784824.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -784957.187500 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -784957.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -785058.875000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -785058.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -785143.812500 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -785143.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -785239.562500 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -785239.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -785339.937500 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -785339.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -785469.062500 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -785469.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -785632.437500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -785632.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -785842.312500 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -785842.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -786057.187500 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -786057.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -786256.187500 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -786256.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -786418.437500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -786418.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -786550.000000 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -786550 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -786654.750000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -786654.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -786712.562500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -786712.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -786746.062500 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -786746.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -786767.812500 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -786767.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -786785.562500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -786785.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -786790.500000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -786790.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -786799.250000 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -786799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -786804.125000 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -786804.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -786810.250000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -786810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -786811.375000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -786811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -786813.062500 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -786813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -786815.000000 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -786815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -786818.625000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -786818.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -786822.125000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -786822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -786821.250000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -786821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -786818.375000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -786818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -786820.375000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -786820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -786821.062500 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -786821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -786821.062500 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -786821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -786821.062500 Penalty: 4439.721680
	Iteration 36F: 3 clusters Score -786821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -269354.406250 Penalty: 1974.679077
	Iteration 0F: 2 clusters Score -269354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266152.343750 Penalty: 3949.358154
	Iteration 0F: 3 clusters Score -266152.3 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -266896.781250 Penalty: 3949.358154
	Iteration 1F: 3 clusters Score -266896.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -267140.968750 Penalty: 3949.358154
	Iteration 2F: 3 clusters Score -267141 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -267324.750000 Penalty: 3949.358154
	Iteration 3F: 3 clusters Score -267324.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -267457.468750 Penalty: 3949.358154
	Iteration 4Q: 3 clusters Score -267457.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -267544.843750 Penalty: 3949.358154
	Iteration 5Q: 3 clusters Score -267544.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -267610.812500 Penalty: 3949.358154
	Iteration 6Q: 3 clusters Score -267610.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -267678.156250 Penalty: 3949.358154
	Iteration 7Q: 3 clusters Score -267678.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -267719.531250 Penalty: 3949.358154
	Iteration 8Q: 3 clusters Score -267719.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -267750.031250 Penalty: 3949.358154
	Iteration 9Q: 3 clusters Score -267750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -267775.812500 Penalty: 3949.358154
	Iteration 10Q: 3 clusters Score -267775.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -267790.781250 Penalty: 3949.358154
	Iteration 11Q: 3 clusters Score -267790.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -267815.531250 Penalty: 3949.358154
	Iteration 12Q: 3 clusters Score -267815.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -267844.750000 Penalty: 3949.358154
	Iteration 13Q: 3 clusters Score -267844.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -267870.500000 Penalty: 3949.358154
	Iteration 14Q: 3 clusters Score -267870.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -267890.812500 Penalty: 3949.358154
	Iteration 15Q: 3 clusters Score -267890.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -267911.031250 Penalty: 3949.358154
	Iteration 16Q: 3 clusters Score -267911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -267926.656250 Penalty: 3949.358154
	Iteration 17Q: 3 clusters Score -267926.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -267946.437500 Penalty: 3949.358154
	Iteration 18Q: 3 clusters Score -267946.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -267963.687500 Penalty: 3949.358154
	Iteration 19Q: 3 clusters Score -267963.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267976.875000 Penalty: 3949.358154
	Iteration 20F: 3 clusters Score -267976.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -267988.531250 Penalty: 3949.358154
	Iteration 21Q: 3 clusters Score -267988.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -267998.437500 Penalty: 3949.358154
	Iteration 22Q: 3 clusters Score -267998.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -268009.156250 Penalty: 3949.358154
	Iteration 23Q: 3 clusters Score -268009.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -268022.843750 Penalty: 3949.358154
	Iteration 24Q: 3 clusters Score -268022.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -268042.187500 Penalty: 3949.358154
	Iteration 25Q: 3 clusters Score -268042.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268061.281250 Penalty: 3949.358154
	Iteration 26Q: 3 clusters Score -268061.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -268076.281250 Penalty: 3949.358154
	Iteration 27Q: 3 clusters Score -268076.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -268095.500000 Penalty: 3949.358154
	Iteration 28Q: 3 clusters Score -268095.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -268111.562500 Penalty: 3949.358154
	Iteration 29Q: 3 clusters Score -268111.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -268122.812500 Penalty: 3949.358154
	Iteration 30Q: 3 clusters Score -268122.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -268136.718750 Penalty: 3949.358154
	Iteration 31Q: 3 clusters Score -268136.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -268150.156250 Penalty: 3949.358154
	Iteration 32Q: 3 clusters Score -268150.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -268160.687500 Penalty: 3949.358154
	Iteration 33Q: 3 clusters Score -268160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268168.875000 Penalty: 3949.358154
	Iteration 34Q: 3 clusters Score -268168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -268174.812500 Penalty: 3949.358154
	Iteration 35Q: 3 clusters Score -268174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -268179.781250 Penalty: 3949.358154
	Iteration 36Q: 3 clusters Score -268179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -268184.500000 Penalty: 3949.358154
	Iteration 37Q: 3 clusters Score -268184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -268187.125000 Penalty: 3949.358154
	Iteration 38Q: 3 clusters Score -268187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -268188.281250 Penalty: 3949.358154
	Iteration 39Q: 3 clusters Score -268188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -268188.281250 Penalty: 3949.358154
	Iteration 40F: 3 clusters Score -268188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -904115.062500 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -904115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -897251.312500 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -897251.3 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -899198.000000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -899198 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -899556.750000 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -899556.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -899876.875000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -899876.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -900225.125000 Penalty: 4499.596680
	Iteration 4F: 3 clusters Score -900225.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -900584.687500 Penalty: 4499.596680
	Iteration 5F: 3 clusters Score -900584.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -900929.250000 Penalty: 4499.596680
	Iteration 6F: 3 clusters Score -900929.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -901258.437500 Penalty: 4499.596680
	Iteration 7F: 3 clusters Score -901258.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -901513.187500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -901513.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -901697.312500 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -901697.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -901844.562500 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -901844.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -901963.875000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -901963.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -902061.937500 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -902061.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -902122.062500 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -902122.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -902155.187500 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -902155.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -902180.187500 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -902180.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -902196.437500 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -902196.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -902208.062500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -902208.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -902215.812500 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -902215.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -902224.312500 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -902224.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -902234.437500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -902234.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -902243.000000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -902243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -902252.687500 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -902252.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -902263.687500 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -902263.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -902268.812500 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -902268.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -902277.312500 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -902277.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -902281.937500 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -902281.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -902287.562500 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -902287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -902294.187500 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -902294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -902299.812500 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -902299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -902301.437500 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -902301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -902305.000000 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -902305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -902307.625000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -902307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -902310.062500 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -902310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -902310.000000 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -902310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -902311.437500 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -902311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -902312.562500 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -902312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -902315.250000 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -902315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -902317.375000 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -902317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -902320.375000 Penalty: 4499.596680
	Iteration 39Q: 3 clusters Score -902320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -902321.687500 Penalty: 4499.596680
	Iteration 40F: 3 clusters Score -902321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -902323.750000 Penalty: 4499.596680
	Iteration 41Q: 3 clusters Score -902323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -902326.187500 Penalty: 4499.596680
	Iteration 42Q: 3 clusters Score -902326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -902327.250000 Penalty: 4499.596680
	Iteration 43Q: 3 clusters Score -902327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -902327.000000 Penalty: 4499.596680
	Iteration 44Q: 3 clusters Score -902327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -902330.500000 Penalty: 4499.596680
	Iteration 45Q: 3 clusters Score -902330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -902329.562500 Penalty: 4499.596680
	Iteration 46Q: 3 clusters Score -902329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -902333.125000 Penalty: 4499.596680
	Iteration 47Q: 3 clusters Score -902333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -902334.437500 Penalty: 4499.596680
	Iteration 48Q: 3 clusters Score -902334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -902339.312500 Penalty: 4499.596680
	Iteration 49Q: 3 clusters Score -902339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -902340.875000 Penalty: 4499.596680
	Iteration 50Q: 3 clusters Score -902340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -902340.625000 Penalty: 4499.596680
	Iteration 51Q: 3 clusters Score -902340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -902340.937500 Penalty: 4499.596680
	Iteration 52Q: 3 clusters Score -902340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -902339.562500 Penalty: 4499.596680
	Iteration 53Q: 3 clusters Score -902339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -902342.375000 Penalty: 4499.596680
	Iteration 54Q: 3 clusters Score -902342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -902342.375000 Penalty: 4499.596680
	Iteration 55F: 3 clusters Score -902342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -504455.781250 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -504455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -499946.531250 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -499946.5 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -501121.187500 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -501121.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -501391.687500 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -501391.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -501633.406250 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -501633.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -501849.750000 Penalty: 4233.181641
	Iteration 4Q: 3 clusters Score -501849.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -502049.000000 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -502049 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -502259.656250 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -502259.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -502419.937500 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -502419.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -502565.781250 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -502565.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -502694.687500 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -502694.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -502801.093750 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -502801.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -502886.156250 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -502886.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502951.937500 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -502951.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -503004.625000 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -503004.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -503053.312500 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -503053.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -503104.812500 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -503104.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -503213.718750 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -503213.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -503411.656250 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -503411.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -503782.000000 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -503782 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -504302.593750 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -504302.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -504732.375000 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -504732.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -504852.562500 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -504852.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -504873.843750 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -504873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -504883.125000 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -504883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -504886.281250 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -504886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -504887.656250 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -504887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -504887.593750 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -504887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -504887.656250 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -504887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -504887.656250 Penalty: 4233.181641
	Iteration 28F: 3 clusters Score -504887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 2494 members 
Entering Unmasked Estep 
Score: -96220344.000000 Penalty: 222639.031250
Splitting cluster 16 changes total score from -96221064.000000 to -96220344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (56666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Entering Unmasked Estep 
Score: -5807263.000000 Penalty: 2714.342773
	Iteration 0F: 2 clusters Score -5807263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -5769281.500000 Penalty: 5428.685547
	Iteration 0F: 3 clusters Score -5769282 nChanged 26259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5783730.000000 Penalty: 5428.685547
	Iteration 1F: 3 clusters Score -5783730 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -5784335.000000 Penalty: 5428.685547
	Iteration 2Q: 3 clusters Score -5784335 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5784956.000000 Penalty: 5428.685547
	Iteration 3Q: 3 clusters Score -5784956 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -5785509.500000 Penalty: 5428.685547
	Iteration 4Q: 3 clusters Score -5785510 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -5786215.000000 Penalty: 5428.685547
	Iteration 5Q: 3 clusters Score -5786215 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -5787168.500000 Penalty: 5428.685547
	Iteration 6Q: 3 clusters Score -5787168 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -5788668.500000 Penalty: 5428.685547
	Iteration 7Q: 3 clusters Score -5788668 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5790799.500000 Penalty: 5428.685547
	Iteration 8F: 3 clusters Score -5790800 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -5793602.500000 Penalty: 5428.685547
	Iteration 9F: 3 clusters Score -5793602 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5796474.000000 Penalty: 5428.685547
	Iteration 10F: 3 clusters Score -5796474 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -5798808.000000 Penalty: 5428.685547
	Iteration 11Q: 3 clusters Score -5798808 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -5800666.000000 Penalty: 5428.685547
	Iteration 12Q: 3 clusters Score -5800666 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -5801959.500000 Penalty: 5428.685547
	Iteration 13Q: 3 clusters Score -5801960 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5802844.000000 Penalty: 5428.685547
	Iteration 14Q: 3 clusters Score -5802844 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -5803473.500000 Penalty: 5428.685547
	Iteration 15Q: 3 clusters Score -5803474 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -5803837.500000 Penalty: 5428.685547
	Iteration 16Q: 3 clusters Score -5803838 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -5804035.000000 Penalty: 5428.685547
	Iteration 17Q: 3 clusters Score -5804035 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -5804205.000000 Penalty: 5428.685547
	Iteration 18Q: 3 clusters Score -5804205 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -5804319.000000 Penalty: 5428.685547
	Iteration 19Q: 3 clusters Score -5804319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -5804392.000000 Penalty: 5428.685547
	Iteration 20F: 3 clusters Score -5804392 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -5804464.000000 Penalty: 5428.685547
	Iteration 21Q: 3 clusters Score -5804464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -5804540.000000 Penalty: 5428.685547
	Iteration 22Q: 3 clusters Score -5804540 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -5804588.000000 Penalty: 5428.685547
	Iteration 23Q: 3 clusters Score -5804588 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -5804625.500000 Penalty: 5428.685547
	Iteration 24Q: 3 clusters Score -5804626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -5804637.500000 Penalty: 5428.685547
	Iteration 25Q: 3 clusters Score -5804638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -5804673.000000 Penalty: 5428.685547
	Iteration 26Q: 3 clusters Score -5804673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -5804682.500000 Penalty: 5428.685547
	Iteration 27Q: 3 clusters Score -5804682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -5804690.500000 Penalty: 5428.685547
	Iteration 28Q: 3 clusters Score -5804690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -5804717.000000 Penalty: 5428.685547
	Iteration 29Q: 3 clusters Score -5804717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -5804733.500000 Penalty: 5428.685547
	Iteration 30Q: 3 clusters Score -5804734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -5804746.500000 Penalty: 5428.685547
	Iteration 31Q: 3 clusters Score -5804746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -5804745.500000 Penalty: 5428.685547
	Iteration 32Q: 3 clusters Score -5804746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -5804749.000000 Penalty: 5428.685547
	Iteration 33Q: 3 clusters Score -5804749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -5804758.000000 Penalty: 5428.685547
	Iteration 34Q: 3 clusters Score -5804758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -5804758.000000 Penalty: 5428.685547
	Iteration 35Q: 3 clusters Score -5804758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -5804757.500000 Penalty: 5428.685547
	Iteration 36Q: 3 clusters Score -5804758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -5804756.500000 Penalty: 5428.685547
	Iteration 37Q: 3 clusters Score -5804756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -5804772.000000 Penalty: 5428.685547
	Iteration 38Q: 3 clusters Score -5804772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -5804769.500000 Penalty: 5428.685547
	Iteration 39Q: 3 clusters Score -5804770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -5804777.000000 Penalty: 5428.685547
	Iteration 40F: 3 clusters Score -5804777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -5804777.000000 Penalty: 5428.685547
	Iteration 41Q: 3 clusters Score -5804777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -5804776.500000 Penalty: 5428.685547
	Iteration 42Q: 3 clusters Score -5804776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -5804780.500000 Penalty: 5428.685547
	Iteration 43Q: 3 clusters Score -5804780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5804781.500000 Penalty: 5428.685547
	Iteration 44Q: 3 clusters Score -5804782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -5804786.000000 Penalty: 5428.685547
	Iteration 45Q: 3 clusters Score -5804786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -5804788.500000 Penalty: 5428.685547
	Iteration 46Q: 3 clusters Score -5804788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -5804793.000000 Penalty: 5428.685547
	Iteration 47Q: 3 clusters Score -5804793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -5804795.500000 Penalty: 5428.685547
	Iteration 48Q: 3 clusters Score -5804796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -5804790.500000 Penalty: 5428.685547
	Iteration 49Q: 3 clusters Score -5804790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -5804802.000000 Penalty: 5428.685547
	Iteration 50Q: 3 clusters Score -5804802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -5804797.500000 Penalty: 5428.685547
	Iteration 51Q: 3 clusters Score -5804798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -5804807.500000 Penalty: 5428.685547
	Iteration 52Q: 3 clusters Score -5804808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -5804813.000000 Penalty: 5428.685547
	Iteration 53Q: 3 clusters Score -5804813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -5804814.000000 Penalty: 5428.685547
	Iteration 54Q: 3 clusters Score -5804814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -5804829.000000 Penalty: 5428.685547
	Iteration 55Q: 3 clusters Score -5804829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -5804837.500000 Penalty: 5428.685547
	Iteration 56Q: 3 clusters Score -5804838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -5804834.500000 Penalty: 5428.685547
	Iteration 57Q: 3 clusters Score -5804834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -5804835.000000 Penalty: 5428.685547
	Iteration 58Q: 3 clusters Score -5804835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -5804843.500000 Penalty: 5428.685547
	Iteration 59Q: 3 clusters Score -5804844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -5804846.500000 Penalty: 5428.685547
	Iteration 60F: 3 clusters Score -5804846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -5804850.000000 Penalty: 5428.685547
	Iteration 61Q: 3 clusters Score -5804850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -5804859.500000 Penalty: 5428.685547
	Iteration 62Q: 3 clusters Score -5804860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -5804869.000000 Penalty: 5428.685547
	Iteration 63Q: 3 clusters Score -5804869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -5804870.000000 Penalty: 5428.685547
	Iteration 64Q: 3 clusters Score -5804870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -5804872.000000 Penalty: 5428.685547
	Iteration 65Q: 3 clusters Score -5804872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -5804870.500000 Penalty: 5428.685547
	Iteration 66Q: 3 clusters Score -5804870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5804865.500000 Penalty: 5428.685547
	Iteration 67Q: 3 clusters Score -5804866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -5804866.500000 Penalty: 5428.685547
	Iteration 68Q: 3 clusters Score -5804866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -5804874.500000 Penalty: 5428.685547
	Iteration 69Q: 3 clusters Score -5804874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -5804872.000000 Penalty: 5428.685547
	Iteration 70Q: 3 clusters Score -5804872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -5804879.000000 Penalty: 5428.685547
	Iteration 71Q: 3 clusters Score -5804879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -5804880.500000 Penalty: 5428.685547
	Iteration 72Q: 3 clusters Score -5804880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -5804876.000000 Penalty: 5428.685547
	Iteration 73Q: 3 clusters Score -5804876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -5804876.500000 Penalty: 5428.685547
	Iteration 74Q: 3 clusters Score -5804876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -5804867.000000 Penalty: 5428.685547
	Iteration 75Q: 3 clusters Score -5804867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -5804871.000000 Penalty: 5428.685547
	Iteration 76Q: 3 clusters Score -5804871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -5804869.500000 Penalty: 5428.685547
	Iteration 77Q: 3 clusters Score -5804870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -5804877.500000 Penalty: 5428.685547
	Iteration 78Q: 3 clusters Score -5804878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -5804874.500000 Penalty: 5428.685547
	Iteration 79Q: 3 clusters Score -5804874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -5804870.500000 Penalty: 5428.685547
	Iteration 80F: 3 clusters Score -5804870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -5804873.500000 Penalty: 5428.685547
	Iteration 81Q: 3 clusters Score -5804874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5804875.500000 Penalty: 5428.685547
	Iteration 82Q: 3 clusters Score -5804876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -5804872.500000 Penalty: 5428.685547
	Iteration 83Q: 3 clusters Score -5804872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -5804872.500000 Penalty: 5428.685547
	Iteration 84Q: 3 clusters Score -5804872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -5804871.500000 Penalty: 5428.685547
	Iteration 85Q: 3 clusters Score -5804872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -5804871.500000 Penalty: 5428.685547
	Iteration 86F: 3 clusters Score -5804872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Entering Unmasked Estep 
Score: -892281.500000 Penalty: 2251.784424
	Iteration 0F: 2 clusters Score -892281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -885478.625000 Penalty: 4503.568848
	Iteration 0F: 3 clusters Score -885478.6 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -887356.312500 Penalty: 4503.568848
	Iteration 1F: 3 clusters Score -887356.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -887637.187500 Penalty: 4503.568848
	Iteration 2F: 3 clusters Score -887637.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -887873.812500 Penalty: 4503.568848
	Iteration 3F: 3 clusters Score -887873.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -888092.312500 Penalty: 4503.568848
	Iteration 4Q: 3 clusters Score -888092.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -888333.250000 Penalty: 4503.568848
	Iteration 5Q: 3 clusters Score -888333.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -888598.812500 Penalty: 4503.568848
	Iteration 6Q: 3 clusters Score -888598.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -888853.625000 Penalty: 4503.568848
	Iteration 7Q: 3 clusters Score -888853.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -889107.000000 Penalty: 4503.568848
	Iteration 8Q: 3 clusters Score -889107 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -889356.500000 Penalty: 4503.568848
	Iteration 9Q: 3 clusters Score -889356.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -889578.750000 Penalty: 4503.568848
	Iteration 10Q: 3 clusters Score -889578.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -889751.375000 Penalty: 4503.568848
	Iteration 11Q: 3 clusters Score -889751.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -889905.937500 Penalty: 4503.568848
	Iteration 12Q: 3 clusters Score -889905.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -890021.125000 Penalty: 4503.568848
	Iteration 13Q: 3 clusters Score -890021.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -890106.062500 Penalty: 4503.568848
	Iteration 14Q: 3 clusters Score -890106.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -890171.875000 Penalty: 4503.568848
	Iteration 15Q: 3 clusters Score -890171.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -890220.812500 Penalty: 4503.568848
	Iteration 16Q: 3 clusters Score -890220.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -890253.375000 Penalty: 4503.568848
	Iteration 17Q: 3 clusters Score -890253.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -890275.812500 Penalty: 4503.568848
	Iteration 18Q: 3 clusters Score -890275.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -890295.125000 Penalty: 4503.568848
	Iteration 19Q: 3 clusters Score -890295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -890312.812500 Penalty: 4503.568848
	Iteration 20F: 3 clusters Score -890312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -890316.750000 Penalty: 4503.568848
	Iteration 21Q: 3 clusters Score -890316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -890325.937500 Penalty: 4503.568848
	Iteration 22Q: 3 clusters Score -890325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -890331.187500 Penalty: 4503.568848
	Iteration 23Q: 3 clusters Score -890331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -890337.750000 Penalty: 4503.568848
	Iteration 24Q: 3 clusters Score -890337.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -890345.375000 Penalty: 4503.568848
	Iteration 25Q: 3 clusters Score -890345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -890354.000000 Penalty: 4503.568848
	Iteration 26Q: 3 clusters Score -890354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -890355.187500 Penalty: 4503.568848
	Iteration 27Q: 3 clusters Score -890355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -890355.062500 Penalty: 4503.568848
	Iteration 28Q: 3 clusters Score -890355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -890356.250000 Penalty: 4503.568848
	Iteration 29Q: 3 clusters Score -890356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -890356.250000 Penalty: 4503.568848
	Iteration 30F: 3 clusters Score -890356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -435385.187500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -435385.2 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 2175 members 
Entering Unmasked Estep 
Score: -431256.781250 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -431256.8 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -432246.156250 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -432246.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -432450.781250 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -432450.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -432583.437500 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -432583.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -432674.375000 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -432674.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -432756.031250 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -432756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -432831.812500 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -432831.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -432898.375000 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -432898.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -432947.906250 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -432947.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -432993.968750 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -432994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -433032.000000 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -433032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -433073.625000 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -433073.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -433129.343750 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -433129.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -433198.375000 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -433198.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -433276.218750 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -433276.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -433364.750000 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -433364.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -433455.281250 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -433455.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -433569.750000 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -433569.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -433715.625000 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -433715.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -433867.312500 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -433867.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -434000.125000 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -434000.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -434090.093750 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -434090.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -434169.625000 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -434169.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -434218.937500 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -434218.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -434254.500000 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -434254.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -434276.406250 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -434276.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -434286.968750 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -434287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -434295.750000 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -434295.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -434302.062500 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -434302.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -434306.281250 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -434306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -434307.843750 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -434307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -434310.875000 Penalty: 4156.706543
	Iteration 31Q: 3 clusters Score -434310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -434314.593750 Penalty: 4156.706543
	Iteration 32Q: 3 clusters Score -434314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -434316.093750 Penalty: 4156.706543
	Iteration 33Q: 3 clusters Score -434316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -434316.812500 Penalty: 4156.706543
	Iteration 34Q: 3 clusters Score -434316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -434318.437500 Penalty: 4156.706543
	Iteration 35Q: 3 clusters Score -434318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -434319.250000 Penalty: 4156.706543
	Iteration 36Q: 3 clusters Score -434319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -434319.250000 Penalty: 4156.706543
	Iteration 37F: 3 clusters Score -434319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -689570.250000 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -689570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -683727.812500 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -683727.8 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -685226.250000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -685226.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -685471.437500 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -685471.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -685651.062500 Penalty: 4398.174316
	Iteration 3Q: 3 clusters Score -685651.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -685810.125000 Penalty: 4398.174316
	Iteration 4Q: 3 clusters Score -685810.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -685963.187500 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -685963.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -686115.125000 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -686115.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -686255.875000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -686255.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -686398.062500 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -686398.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -686589.750000 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -686589.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -686833.500000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -686833.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -687151.812500 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -687151.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -687624.750000 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -687624.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -688205.437500 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -688205.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -688698.187500 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -688698.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -688977.375000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -688977.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -689101.875000 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -689101.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -689152.187500 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -689152.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -689184.687500 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -689184.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -689203.187500 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -689203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -689212.937500 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -689212.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -689217.125000 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -689217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -689221.375000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -689221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -689222.562500 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -689222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -689225.937500 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -689225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -689228.312500 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -689228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -689228.312500 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -689228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -689229.062500 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -689229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -689229.000000 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -689229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -689230.500000 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -689230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -689231.250000 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -689231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -689231.250000 Penalty: 4398.174316
	Iteration 31F: 3 clusters Score -689231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -182594.750000 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -182594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180103.656250 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -180103.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -180534.796875 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -180534.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -180681.484375 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -180681.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -180811.890625 Penalty: 3729.229248
	Iteration 3F: 3 clusters Score -180811.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -180926.781250 Penalty: 3729.229248
	Iteration 4F: 3 clusters Score -180926.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181028.828125 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -181028.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -181132.187500 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -181132.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -181258.859375 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -181258.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -181358.781250 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -181358.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -181440.671875 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -181440.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -181521.828125 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -181521.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -181577.359375 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -181577.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -181605.078125 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -181605.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -181619.796875 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -181619.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -181639.625000 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -181639.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -181660.968750 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -181661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -181673.578125 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -181673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -181684.515625 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -181684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -181691.375000 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -181691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -181695.171875 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -181695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -181696.937500 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -181696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -181700.187500 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -181700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -181702.296875 Penalty: 3729.229248
	Iteration 22Q: 3 clusters Score -181702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -181705.312500 Penalty: 3729.229248
	Iteration 23Q: 3 clusters Score -181705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -181712.125000 Penalty: 3729.229248
	Iteration 24Q: 3 clusters Score -181712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -181712.984375 Penalty: 3729.229248
	Iteration 25Q: 3 clusters Score -181713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -181714.125000 Penalty: 3729.229248
	Iteration 26Q: 3 clusters Score -181714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -181714.125000 Penalty: 3729.229248
	Iteration 27F: 3 clusters Score -181714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -829735.375000 Penalty: 2228.359375
	Iteration 0F: 2 clusters Score -829735.4 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 4002 members 
Entering Unmasked Estep 
Score: -823325.125000 Penalty: 4456.718750
	Iteration 0F: 3 clusters Score -823325.1 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -825025.062500 Penalty: 4456.718750
	Iteration 1F: 3 clusters Score -825025.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -825262.062500 Penalty: 4456.718750
	Iteration 2F: 3 clusters Score -825262.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -825404.625000 Penalty: 4456.718750
	Iteration 3Q: 3 clusters Score -825404.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -825495.687500 Penalty: 4456.718750
	Iteration 4Q: 3 clusters Score -825495.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -825579.687500 Penalty: 4456.718750
	Iteration 5Q: 3 clusters Score -825579.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -825650.875000 Penalty: 4456.718750
	Iteration 6Q: 3 clusters Score -825650.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -825703.812500 Penalty: 4456.718750
	Iteration 7Q: 3 clusters Score -825703.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -825757.000000 Penalty: 4456.718750
	Iteration 8Q: 3 clusters Score -825757 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -825804.062500 Penalty: 4456.718750
	Iteration 9Q: 3 clusters Score -825804.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -825858.250000 Penalty: 4456.718750
	Iteration 10Q: 3 clusters Score -825858.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -825904.375000 Penalty: 4456.718750
	Iteration 11Q: 3 clusters Score -825904.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -825951.000000 Penalty: 4456.718750
	Iteration 12Q: 3 clusters Score -825951 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -826010.250000 Penalty: 4456.718750
	Iteration 13Q: 3 clusters Score -826010.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -826089.437500 Penalty: 4456.718750
	Iteration 14Q: 3 clusters Score -826089.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -826164.312500 Penalty: 4456.718750
	Iteration 15Q: 3 clusters Score -826164.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -826239.375000 Penalty: 4456.718750
	Iteration 16Q: 3 clusters Score -826239.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -826306.687500 Penalty: 4456.718750
	Iteration 17Q: 3 clusters Score -826306.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -826385.500000 Penalty: 4456.718750
	Iteration 18Q: 3 clusters Score -826385.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -826477.375000 Penalty: 4456.718750
	Iteration 19Q: 3 clusters Score -826477.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -826579.375000 Penalty: 4456.718750
	Iteration 20F: 3 clusters Score -826579.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -826680.000000 Penalty: 4456.718750
	Iteration 21Q: 3 clusters Score -826680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -826774.437500 Penalty: 4456.718750
	Iteration 22Q: 3 clusters Score -826774.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -826867.687500 Penalty: 4456.718750
	Iteration 23Q: 3 clusters Score -826867.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -826978.437500 Penalty: 4456.718750
	Iteration 24Q: 3 clusters Score -826978.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -827096.187500 Penalty: 4456.718750
	Iteration 25Q: 3 clusters Score -827096.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -827210.375000 Penalty: 4456.718750
	Iteration 26Q: 3 clusters Score -827210.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -827282.437500 Penalty: 4456.718750
	Iteration 27Q: 3 clusters Score -827282.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -827343.500000 Penalty: 4456.718750
	Iteration 28Q: 3 clusters Score -827343.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -827399.000000 Penalty: 4456.718750
	Iteration 29Q: 3 clusters Score -827399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -827448.500000 Penalty: 4456.718750
	Iteration 30Q: 3 clusters Score -827448.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -827495.500000 Penalty: 4456.718750
	Iteration 31Q: 3 clusters Score -827495.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -827541.937500 Penalty: 4456.718750
	Iteration 32Q: 3 clusters Score -827541.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -827587.437500 Penalty: 4456.718750
	Iteration 33Q: 3 clusters Score -827587.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -827618.500000 Penalty: 4456.718750
	Iteration 34Q: 3 clusters Score -827618.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -827642.062500 Penalty: 4456.718750
	Iteration 35Q: 3 clusters Score -827642.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -827662.625000 Penalty: 4456.718750
	Iteration 36Q: 3 clusters Score -827662.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -827690.500000 Penalty: 4456.718750
	Iteration 37Q: 3 clusters Score -827690.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -827711.812500 Penalty: 4456.718750
	Iteration 38Q: 3 clusters Score -827711.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -827728.062500 Penalty: 4456.718750
	Iteration 39Q: 3 clusters Score -827728.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -827739.937500 Penalty: 4456.718750
	Iteration 40F: 3 clusters Score -827739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -827746.750000 Penalty: 4456.718750
	Iteration 41Q: 3 clusters Score -827746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -827756.125000 Penalty: 4456.718750
	Iteration 42Q: 3 clusters Score -827756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -827758.687500 Penalty: 4456.718750
	Iteration 43Q: 3 clusters Score -827758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -827759.000000 Penalty: 4456.718750
	Iteration 44Q: 3 clusters Score -827759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -827761.187500 Penalty: 4456.718750
	Iteration 45Q: 3 clusters Score -827761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -827759.875000 Penalty: 4456.718750
	Iteration 46Q: 3 clusters Score -827759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -827760.937500 Penalty: 4456.718750
	Iteration 47Q: 3 clusters Score -827760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -827761.312500 Penalty: 4456.718750
	Iteration 48Q: 3 clusters Score -827761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -827761.312500 Penalty: 4456.718750
	Iteration 49F: 3 clusters Score -827761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -696821.625000 Penalty: 2205.741943
	Iteration 0F: 2 clusters Score -696821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -690909.375000 Penalty: 4411.483887
	Iteration 0F: 3 clusters Score -690909.4 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -692532.000000 Penalty: 4411.483887
	Iteration 1F: 3 clusters Score -692532 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -692811.875000 Penalty: 4411.483887
	Iteration 2F: 3 clusters Score -692811.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -693023.062500 Penalty: 4411.483887
	Iteration 3F: 3 clusters Score -693023.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -693195.812500 Penalty: 4411.483887
	Iteration 4Q: 3 clusters Score -693195.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -693346.687500 Penalty: 4411.483887
	Iteration 5Q: 3 clusters Score -693346.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -693498.812500 Penalty: 4411.483887
	Iteration 6Q: 3 clusters Score -693498.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -693640.000000 Penalty: 4411.483887
	Iteration 7Q: 3 clusters Score -693640 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -693782.625000 Penalty: 4411.483887
	Iteration 8Q: 3 clusters Score -693782.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -693926.125000 Penalty: 4411.483887
	Iteration 9Q: 3 clusters Score -693926.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -694060.687500 Penalty: 4411.483887
	Iteration 10Q: 3 clusters Score -694060.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -694178.625000 Penalty: 4411.483887
	Iteration 11Q: 3 clusters Score -694178.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -694279.125000 Penalty: 4411.483887
	Iteration 12Q: 3 clusters Score -694279.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -694358.125000 Penalty: 4411.483887
	Iteration 13Q: 3 clusters Score -694358.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -694409.812500 Penalty: 4411.483887
	Iteration 14Q: 3 clusters Score -694409.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -694465.000000 Penalty: 4411.483887
	Iteration 15Q: 3 clusters Score -694465 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -694506.750000 Penalty: 4411.483887
	Iteration 16Q: 3 clusters Score -694506.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -694539.062500 Penalty: 4411.483887
	Iteration 17Q: 3 clusters Score -694539.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -694561.500000 Penalty: 4411.483887
	Iteration 18Q: 3 clusters Score -694561.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -694579.875000 Penalty: 4411.483887
	Iteration 19Q: 3 clusters Score -694579.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -694598.187500 Penalty: 4411.483887
	Iteration 20F: 3 clusters Score -694598.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -694617.937500 Penalty: 4411.483887
	Iteration 21Q: 3 clusters Score -694617.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -694630.125000 Penalty: 4411.483887
	Iteration 22Q: 3 clusters Score -694630.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -694639.375000 Penalty: 4411.483887
	Iteration 23Q: 3 clusters Score -694639.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -694646.125000 Penalty: 4411.483887
	Iteration 24Q: 3 clusters Score -694646.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -694650.625000 Penalty: 4411.483887
	Iteration 25Q: 3 clusters Score -694650.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -694656.437500 Penalty: 4411.483887
	Iteration 26Q: 3 clusters Score -694656.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -694656.875000 Penalty: 4411.483887
	Iteration 27Q: 3 clusters Score -694656.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -694661.125000 Penalty: 4411.483887
	Iteration 28Q: 3 clusters Score -694661.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -694666.875000 Penalty: 4411.483887
	Iteration 29Q: 3 clusters Score -694666.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -694671.125000 Penalty: 4411.483887
	Iteration 30Q: 3 clusters Score -694671.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -694678.250000 Penalty: 4411.483887
	Iteration 31Q: 3 clusters Score -694678.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -694688.250000 Penalty: 4411.483887
	Iteration 32Q: 3 clusters Score -694688.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -694700.562500 Penalty: 4411.483887
	Iteration 33Q: 3 clusters Score -694700.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -694715.437500 Penalty: 4411.483887
	Iteration 34Q: 3 clusters Score -694715.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -694728.625000 Penalty: 4411.483887
	Iteration 35Q: 3 clusters Score -694728.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -694737.875000 Penalty: 4411.483887
	Iteration 36Q: 3 clusters Score -694737.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -694751.562500 Penalty: 4411.483887
	Iteration 37Q: 3 clusters Score -694751.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -694765.062500 Penalty: 4411.483887
	Iteration 38Q: 3 clusters Score -694765.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -694777.062500 Penalty: 4411.483887
	Iteration 39Q: 3 clusters Score -694777.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -694791.000000 Penalty: 4411.483887
	Iteration 40F: 3 clusters Score -694791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -694803.562500 Penalty: 4411.483887
	Iteration 41Q: 3 clusters Score -694803.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -694817.812500 Penalty: 4411.483887
	Iteration 42Q: 3 clusters Score -694817.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -694834.562500 Penalty: 4411.483887
	Iteration 43Q: 3 clusters Score -694834.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -694848.625000 Penalty: 4411.483887
	Iteration 44Q: 3 clusters Score -694848.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -694866.062500 Penalty: 4411.483887
	Iteration 45Q: 3 clusters Score -694866.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -694886.062500 Penalty: 4411.483887
	Iteration 46Q: 3 clusters Score -694886.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -694902.937500 Penalty: 4411.483887
	Iteration 47Q: 3 clusters Score -694902.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -694917.812500 Penalty: 4411.483887
	Iteration 48Q: 3 clusters Score -694917.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -694927.125000 Penalty: 4411.483887
	Iteration 49Q: 3 clusters Score -694927.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -694936.812500 Penalty: 4411.483887
	Iteration 50Q: 3 clusters Score -694936.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -694941.312500 Penalty: 4411.483887
	Iteration 51Q: 3 clusters Score -694941.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -694947.750000 Penalty: 4411.483887
	Iteration 52Q: 3 clusters Score -694947.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -694953.625000 Penalty: 4411.483887
	Iteration 53Q: 3 clusters Score -694953.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -694960.625000 Penalty: 4411.483887
	Iteration 54Q: 3 clusters Score -694960.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -694967.875000 Penalty: 4411.483887
	Iteration 55Q: 3 clusters Score -694967.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -694978.750000 Penalty: 4411.483887
	Iteration 56Q: 3 clusters Score -694978.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -694983.625000 Penalty: 4411.483887
	Iteration 57Q: 3 clusters Score -694983.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -694986.750000 Penalty: 4411.483887
	Iteration 58Q: 3 clusters Score -694986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -694991.187500 Penalty: 4411.483887
	Iteration 59Q: 3 clusters Score -694991.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -694996.687500 Penalty: 4411.483887
	Iteration 60F: 3 clusters Score -694996.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -695002.812500 Penalty: 4411.483887
	Iteration 61Q: 3 clusters Score -695002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -695006.937500 Penalty: 4411.483887
	Iteration 62Q: 3 clusters Score -695006.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -695013.562500 Penalty: 4411.483887
	Iteration 63Q: 3 clusters Score -695013.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -695016.625000 Penalty: 4411.483887
	Iteration 64Q: 3 clusters Score -695016.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -695016.750000 Penalty: 4411.483887
	Iteration 65Q: 3 clusters Score -695016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -695020.187500 Penalty: 4411.483887
	Iteration 66Q: 3 clusters Score -695020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -695021.375000 Penalty: 4411.483887
	Iteration 67Q: 3 clusters Score -695021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -695023.937500 Penalty: 4411.483887
	Iteration 68Q: 3 clusters Score -695023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -695024.000000 Penalty: 4411.483887
	Iteration 69Q: 3 clusters Score -695024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -695023.687500 Penalty: 4411.483887
	Iteration 70Q: 3 clusters Score -695023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -695023.687500 Penalty: 4411.483887
	Iteration 71F: 3 clusters Score -695023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Entering Unmasked Estep 
Score: -1506542.000000 Penalty: 2384.256348
	Iteration 0F: 2 clusters Score -1506542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1495754.125000 Penalty: 4768.512695
	Iteration 0F: 3 clusters Score -1495754 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1499097.000000 Penalty: 4768.512695
	Iteration 1F: 3 clusters Score -1499097 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1499491.750000 Penalty: 4768.512695
	Iteration 2F: 3 clusters Score -1499492 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1499786.625000 Penalty: 4768.512695
	Iteration 3F: 3 clusters Score -1499787 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1500061.250000 Penalty: 4768.512695
	Iteration 4Q: 3 clusters Score -1500061 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1500362.250000 Penalty: 4768.512695
	Iteration 5Q: 3 clusters Score -1500362 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1500719.625000 Penalty: 4768.512695
	Iteration 6Q: 3 clusters Score -1500720 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1501199.875000 Penalty: 4768.512695
	Iteration 7F: 3 clusters Score -1501200 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1501859.125000 Penalty: 4768.512695
	Iteration 8F: 3 clusters Score -1501859 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1502564.750000 Penalty: 4768.512695
	Iteration 9F: 3 clusters Score -1502565 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1503242.500000 Penalty: 4768.512695
	Iteration 10F: 3 clusters Score -1503242 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1503752.375000 Penalty: 4768.512695
	Iteration 11Q: 3 clusters Score -1503752 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1504089.625000 Penalty: 4768.512695
	Iteration 12Q: 3 clusters Score -1504090 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1504242.500000 Penalty: 4768.512695
	Iteration 13Q: 3 clusters Score -1504242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1504340.125000 Penalty: 4768.512695
	Iteration 14Q: 3 clusters Score -1504340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1504398.500000 Penalty: 4768.512695
	Iteration 15Q: 3 clusters Score -1504398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1504425.125000 Penalty: 4768.512695
	Iteration 16Q: 3 clusters Score -1504425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1504440.750000 Penalty: 4768.512695
	Iteration 17Q: 3 clusters Score -1504441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1504457.875000 Penalty: 4768.512695
	Iteration 18Q: 3 clusters Score -1504458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1504466.875000 Penalty: 4768.512695
	Iteration 19Q: 3 clusters Score -1504467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1504468.375000 Penalty: 4768.512695
	Iteration 20F: 3 clusters Score -1504468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1504468.625000 Penalty: 4768.512695
	Iteration 21Q: 3 clusters Score -1504469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1504471.500000 Penalty: 4768.512695
	Iteration 22Q: 3 clusters Score -1504472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1504474.250000 Penalty: 4768.512695
	Iteration 23Q: 3 clusters Score -1504474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1504472.500000 Penalty: 4768.512695
	Iteration 24Q: 3 clusters Score -1504472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1504472.500000 Penalty: 4768.512695
	Iteration 25F: 3 clusters Score -1504472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -124320.257812 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -124320.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -122138.320312 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -122138.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122543.109375 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -122543.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122650.070312 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -122650.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122736.507812 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -122736.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122798.187500 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -122798.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122851.968750 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -122852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122889.406250 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -122889.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122917.351562 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -122917.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -122973.468750 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -122973.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122997.851562 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -122997.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -123025.281250 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -123025.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -123043.132812 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -123043.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123053.953125 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -123054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123079.898438 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -123079.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123111.859375 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -123111.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123141.382812 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -123141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123161.468750 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -123161.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123188.210938 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -123188.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123208.273438 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -123208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -123216.093750 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -123216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123223.992188 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -123224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -123227.812500 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -123227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123235.101562 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -123235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123238.203125 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -123238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123242.062500 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -123242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123244.804688 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -123244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123247.445312 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -123247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123250.164062 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -123250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123251.304688 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -123251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123251.304688 Penalty: 3601.915771
	Iteration 29F: 3 clusters Score -123251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Entering Unmasked Estep 
Score: -4397487.500000 Penalty: 2646.143066
	Iteration 0F: 2 clusters Score -4397488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4368552.000000 Penalty: 5292.286133
	Iteration 0F: 3 clusters Score -4368552 nChanged 19736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4379662.500000 Penalty: 5292.286133
	Iteration 1F: 3 clusters Score -4379662 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4380293.500000 Penalty: 5292.286133
	Iteration 2Q: 3 clusters Score -4380294 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4380943.000000 Penalty: 5292.286133
	Iteration 3Q: 3 clusters Score -4380943 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4381602.500000 Penalty: 5292.286133
	Iteration 4Q: 3 clusters Score -4381602 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4382320.500000 Penalty: 5292.286133
	Iteration 5Q: 3 clusters Score -4382320 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4383101.000000 Penalty: 5292.286133
	Iteration 6Q: 3 clusters Score -4383101 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4384013.000000 Penalty: 5292.286133
	Iteration 7Q: 3 clusters Score -4384013 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4384937.000000 Penalty: 5292.286133
	Iteration 8Q: 3 clusters Score -4384937 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4385912.000000 Penalty: 5292.286133
	Iteration 9Q: 3 clusters Score -4385912 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4386835.500000 Penalty: 5292.286133
	Iteration 10Q: 3 clusters Score -4386836 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4387686.000000 Penalty: 5292.286133
	Iteration 11Q: 3 clusters Score -4387686 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4388256.500000 Penalty: 5292.286133
	Iteration 12Q: 3 clusters Score -4388256 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4388620.500000 Penalty: 5292.286133
	Iteration 13Q: 3 clusters Score -4388620 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4388880.000000 Penalty: 5292.286133
	Iteration 14Q: 3 clusters Score -4388880 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4389085.000000 Penalty: 5292.286133
	Iteration 15Q: 3 clusters Score -4389085 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4389294.000000 Penalty: 5292.286133
	Iteration 16Q: 3 clusters Score -4389294 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4389467.500000 Penalty: 5292.286133
	Iteration 17Q: 3 clusters Score -4389468 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4389639.500000 Penalty: 5292.286133
	Iteration 18Q: 3 clusters Score -4389640 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4389866.500000 Penalty: 5292.286133
	Iteration 19Q: 3 clusters Score -4389866 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4390109.500000 Penalty: 5292.286133
	Iteration 20F: 3 clusters Score -4390110 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4390313.000000 Penalty: 5292.286133
	Iteration 21Q: 3 clusters Score -4390313 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4390553.000000 Penalty: 5292.286133
	Iteration 22Q: 3 clusters Score -4390553 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4390803.500000 Penalty: 5292.286133
	Iteration 23Q: 3 clusters Score -4390804 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4391079.000000 Penalty: 5292.286133
	Iteration 24Q: 3 clusters Score -4391079 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4391381.500000 Penalty: 5292.286133
	Iteration 25Q: 3 clusters Score -4391382 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4391759.500000 Penalty: 5292.286133
	Iteration 26Q: 3 clusters Score -4391760 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4392157.500000 Penalty: 5292.286133
	Iteration 27Q: 3 clusters Score -4392158 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4392556.500000 Penalty: 5292.286133
	Iteration 28Q: 3 clusters Score -4392556 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4392966.000000 Penalty: 5292.286133
	Iteration 29Q: 3 clusters Score -4392966 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4393396.500000 Penalty: 5292.286133
	Iteration 30Q: 3 clusters Score -4393396 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4393791.000000 Penalty: 5292.286133
	Iteration 31Q: 3 clusters Score -4393791 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4394104.000000 Penalty: 5292.286133
	Iteration 32Q: 3 clusters Score -4394104 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4394351.500000 Penalty: 5292.286133
	Iteration 33Q: 3 clusters Score -4394352 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4394536.500000 Penalty: 5292.286133
	Iteration 34Q: 3 clusters Score -4394536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4394670.000000 Penalty: 5292.286133
	Iteration 35Q: 3 clusters Score -4394670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4394816.000000 Penalty: 5292.286133
	Iteration 36Q: 3 clusters Score -4394816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4394918.500000 Penalty: 5292.286133
	Iteration 37Q: 3 clusters Score -4394918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4394994.000000 Penalty: 5292.286133
	Iteration 38Q: 3 clusters Score -4394994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4395041.000000 Penalty: 5292.286133
	Iteration 39Q: 3 clusters Score -4395041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4395080.500000 Penalty: 5292.286133
	Iteration 40F: 3 clusters Score -4395080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4395109.000000 Penalty: 5292.286133
	Iteration 41Q: 3 clusters Score -4395109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4395128.000000 Penalty: 5292.286133
	Iteration 42Q: 3 clusters Score -4395128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4395143.500000 Penalty: 5292.286133
	Iteration 43Q: 3 clusters Score -4395144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4395155.500000 Penalty: 5292.286133
	Iteration 44Q: 3 clusters Score -4395156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4395161.000000 Penalty: 5292.286133
	Iteration 45Q: 3 clusters Score -4395161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4395170.000000 Penalty: 5292.286133
	Iteration 46Q: 3 clusters Score -4395170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4395170.500000 Penalty: 5292.286133
	Iteration 47Q: 3 clusters Score -4395170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4395171.500000 Penalty: 5292.286133
	Iteration 48Q: 3 clusters Score -4395172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4395176.000000 Penalty: 5292.286133
	Iteration 49Q: 3 clusters Score -4395176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4395181.500000 Penalty: 5292.286133
	Iteration 50Q: 3 clusters Score -4395182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4395177.500000 Penalty: 5292.286133
	Iteration 51Q: 3 clusters Score -4395178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4395179.000000 Penalty: 5292.286133
	Iteration 52Q: 3 clusters Score -4395179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4395183.500000 Penalty: 5292.286133
	Iteration 53Q: 3 clusters Score -4395184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4395182.500000 Penalty: 5292.286133
	Iteration 54Q: 3 clusters Score -4395182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4395185.000000 Penalty: 5292.286133
	Iteration 55Q: 3 clusters Score -4395185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4395182.500000 Penalty: 5292.286133
	Iteration 56Q: 3 clusters Score -4395182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4395189.500000 Penalty: 5292.286133
	Iteration 57Q: 3 clusters Score -4395190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4395188.500000 Penalty: 5292.286133
	Iteration 58Q: 3 clusters Score -4395188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4395191.500000 Penalty: 5292.286133
	Iteration 59Q: 3 clusters Score -4395192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4395194.000000 Penalty: 5292.286133
	Iteration 60F: 3 clusters Score -4395194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -488888.281250 Penalty: 2115.564941
	Iteration 0F: 2 clusters Score -488888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -484385.937500 Penalty: 4231.129883
	Iteration 0F: 3 clusters Score -484385.9 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -485754.687500 Penalty: 4231.129883
	Iteration 1F: 3 clusters Score -485754.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -486371.500000 Penalty: 4231.129883
	Iteration 2F: 3 clusters Score -486371.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -486891.718750 Penalty: 4231.129883
	Iteration 3F: 3 clusters Score -486891.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -487314.250000 Penalty: 4231.129883
	Iteration 4F: 3 clusters Score -487314.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -487586.312500 Penalty: 4231.129883
	Iteration 5F: 3 clusters Score -487586.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -487735.531250 Penalty: 4231.129883
	Iteration 6Q: 3 clusters Score -487735.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -487815.093750 Penalty: 4231.129883
	Iteration 7Q: 3 clusters Score -487815.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -487861.843750 Penalty: 4231.129883
	Iteration 8Q: 3 clusters Score -487861.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -487889.656250 Penalty: 4231.129883
	Iteration 9Q: 3 clusters Score -487889.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -487903.906250 Penalty: 4231.129883
	Iteration 10Q: 3 clusters Score -487903.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -487915.468750 Penalty: 4231.129883
	Iteration 11Q: 3 clusters Score -487915.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -487923.562500 Penalty: 4231.129883
	Iteration 12Q: 3 clusters Score -487923.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -487931.156250 Penalty: 4231.129883
	Iteration 13Q: 3 clusters Score -487931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -487936.343750 Penalty: 4231.129883
	Iteration 14Q: 3 clusters Score -487936.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -487940.375000 Penalty: 4231.129883
	Iteration 15Q: 3 clusters Score -487940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -487945.187500 Penalty: 4231.129883
	Iteration 16Q: 3 clusters Score -487945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -487947.468750 Penalty: 4231.129883
	Iteration 17Q: 3 clusters Score -487947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -487948.343750 Penalty: 4231.129883
	Iteration 18Q: 3 clusters Score -487948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -487950.625000 Penalty: 4231.129883
	Iteration 19Q: 3 clusters Score -487950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -487952.562500 Penalty: 4231.129883
	Iteration 20F: 3 clusters Score -487952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -487955.468750 Penalty: 4231.129883
	Iteration 21Q: 3 clusters Score -487955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -487957.250000 Penalty: 4231.129883
	Iteration 22Q: 3 clusters Score -487957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -487957.312500 Penalty: 4231.129883
	Iteration 23Q: 3 clusters Score -487957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -487958.375000 Penalty: 4231.129883
	Iteration 24Q: 3 clusters Score -487958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -487958.375000 Penalty: 4231.129883
	Iteration 25F: 3 clusters Score -487958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Entering Unmasked Estep 
Score: -3626813.250000 Penalty: 2594.296387
	Iteration 0F: 2 clusters Score -3626813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3603016.750000 Penalty: 5188.592773
	Iteration 0F: 3 clusters Score -3603017 nChanged 15923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3611788.500000 Penalty: 5188.592773
	Iteration 1F: 3 clusters Score -3611788 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3612578.000000 Penalty: 5188.592773
	Iteration 2F: 3 clusters Score -3612578 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3613698.500000 Penalty: 5188.592773
	Iteration 3F: 3 clusters Score -3613698 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3615316.750000 Penalty: 5188.592773
	Iteration 4F: 3 clusters Score -3615317 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3617169.750000 Penalty: 5188.592773
	Iteration 5F: 3 clusters Score -3617170 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3618574.250000 Penalty: 5188.592773
	Iteration 6F: 3 clusters Score -3618574 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3619539.750000 Penalty: 5188.592773
	Iteration 7F: 3 clusters Score -3619540 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3620159.250000 Penalty: 5188.592773
	Iteration 8Q: 3 clusters Score -3620159 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3620624.250000 Penalty: 5188.592773
	Iteration 9Q: 3 clusters Score -3620624 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3620993.250000 Penalty: 5188.592773
	Iteration 10Q: 3 clusters Score -3620993 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3621413.000000 Penalty: 5188.592773
	Iteration 11Q: 3 clusters Score -3621413 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3621925.750000 Penalty: 5188.592773
	Iteration 12Q: 3 clusters Score -3621926 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3622639.500000 Penalty: 5188.592773
	Iteration 13Q: 3 clusters Score -3622640 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3623478.250000 Penalty: 5188.592773
	Iteration 14Q: 3 clusters Score -3623478 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3624239.000000 Penalty: 5188.592773
	Iteration 15Q: 3 clusters Score -3624239 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3624816.750000 Penalty: 5188.592773
	Iteration 16Q: 3 clusters Score -3624817 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3625273.750000 Penalty: 5188.592773
	Iteration 17Q: 3 clusters Score -3625274 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3625603.000000 Penalty: 5188.592773
	Iteration 18Q: 3 clusters Score -3625603 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3625856.500000 Penalty: 5188.592773
	Iteration 19Q: 3 clusters Score -3625856 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3626037.500000 Penalty: 5188.592773
	Iteration 20F: 3 clusters Score -3626038 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3626144.000000 Penalty: 5188.592773
	Iteration 21Q: 3 clusters Score -3626144 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3626228.500000 Penalty: 5188.592773
	Iteration 22Q: 3 clusters Score -3626228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3626261.250000 Penalty: 5188.592773
	Iteration 23Q: 3 clusters Score -3626261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3626284.500000 Penalty: 5188.592773
	Iteration 24Q: 3 clusters Score -3626284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3626295.000000 Penalty: 5188.592773
	Iteration 25Q: 3 clusters Score -3626295 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3626303.000000 Penalty: 5188.592773
	Iteration 26Q: 3 clusters Score -3626303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3626330.000000 Penalty: 5188.592773
	Iteration 27Q: 3 clusters Score -3626330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3626335.250000 Penalty: 5188.592773
	Iteration 28Q: 3 clusters Score -3626335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3626332.500000 Penalty: 5188.592773
	Iteration 29Q: 3 clusters Score -3626332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3626339.500000 Penalty: 5188.592773
	Iteration 30Q: 3 clusters Score -3626340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3626348.750000 Penalty: 5188.592773
	Iteration 31Q: 3 clusters Score -3626349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3626360.750000 Penalty: 5188.592773
	Iteration 32Q: 3 clusters Score -3626361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3626359.250000 Penalty: 5188.592773
	Iteration 33Q: 3 clusters Score -3626359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3626365.250000 Penalty: 5188.592773
	Iteration 34Q: 3 clusters Score -3626365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3626367.500000 Penalty: 5188.592773
	Iteration 35Q: 3 clusters Score -3626368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3626363.250000 Penalty: 5188.592773
	Iteration 36Q: 3 clusters Score -3626363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3626369.500000 Penalty: 5188.592773
	Iteration 37Q: 3 clusters Score -3626370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3626372.500000 Penalty: 5188.592773
	Iteration 38Q: 3 clusters Score -3626372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3626379.250000 Penalty: 5188.592773
	Iteration 39Q: 3 clusters Score -3626379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3626373.500000 Penalty: 5188.592773
	Iteration 40F: 3 clusters Score -3626374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3626372.000000 Penalty: 5188.592773
	Iteration 41Q: 3 clusters Score -3626372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3626373.000000 Penalty: 5188.592773
	Iteration 42Q: 3 clusters Score -3626373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3626374.750000 Penalty: 5188.592773
	Iteration 43Q: 3 clusters Score -3626375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3626372.250000 Penalty: 5188.592773
	Iteration 44Q: 3 clusters Score -3626372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3626372.500000 Penalty: 5188.592773
	Iteration 45Q: 3 clusters Score -3626372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3626373.750000 Penalty: 5188.592773
	Iteration 46Q: 3 clusters Score -3626374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3626373.750000 Penalty: 5188.592773
	Iteration 47F: 3 clusters Score -3626374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Entering Unmasked Estep 
Score: -2482967.750000 Penalty: 2501.311523
	Iteration 0F: 2 clusters Score -2482968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2466321.500000 Penalty: 5002.623047
	Iteration 0F: 3 clusters Score -2466322 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2472062.750000 Penalty: 5002.623047
	Iteration 1F: 3 clusters Score -2472063 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2472585.000000 Penalty: 5002.623047
	Iteration 2F: 3 clusters Score -2472585 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2473063.000000 Penalty: 5002.623047
	Iteration 3F: 3 clusters Score -2473063 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2473488.250000 Penalty: 5002.623047
	Iteration 4Q: 3 clusters Score -2473488 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2473910.250000 Penalty: 5002.623047
	Iteration 5Q: 3 clusters Score -2473910 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2474437.500000 Penalty: 5002.623047
	Iteration 6Q: 3 clusters Score -2474438 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2475144.750000 Penalty: 5002.623047
	Iteration 7Q: 3 clusters Score -2475145 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2476211.750000 Penalty: 5002.623047
	Iteration 8F: 3 clusters Score -2476212 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2477685.250000 Penalty: 5002.623047
	Iteration 9F: 3 clusters Score -2477685 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2479113.500000 Penalty: 5002.623047
	Iteration 10F: 3 clusters Score -2479114 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2480030.500000 Penalty: 5002.623047
	Iteration 11Q: 3 clusters Score -2480030 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2480540.750000 Penalty: 5002.623047
	Iteration 12Q: 3 clusters Score -2480541 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2480868.250000 Penalty: 5002.623047
	Iteration 13Q: 3 clusters Score -2480868 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2481102.250000 Penalty: 5002.623047
	Iteration 14Q: 3 clusters Score -2481102 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2481286.750000 Penalty: 5002.623047
	Iteration 15Q: 3 clusters Score -2481287 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2481440.750000 Penalty: 5002.623047
	Iteration 16Q: 3 clusters Score -2481441 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2481609.750000 Penalty: 5002.623047
	Iteration 17Q: 3 clusters Score -2481610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2481837.750000 Penalty: 5002.623047
	Iteration 18Q: 3 clusters Score -2481838 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2482137.750000 Penalty: 5002.623047
	Iteration 19Q: 3 clusters Score -2482138 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2482562.500000 Penalty: 5002.623047
	Iteration 20F: 3 clusters Score -2482562 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2482926.750000 Penalty: 5002.623047
	Iteration 21Q: 3 clusters Score -2482927 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2483085.750000 Penalty: 5002.623047
	Iteration 22Q: 3 clusters Score -2483086 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2483115.250000 Penalty: 5002.623047
	Iteration 23Q: 3 clusters Score -2483115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2483138.250000 Penalty: 5002.623047
	Iteration 24Q: 3 clusters Score -2483138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2483143.750000 Penalty: 5002.623047
	Iteration 25Q: 3 clusters Score -2483144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2483146.000000 Penalty: 5002.623047
	Iteration 26Q: 3 clusters Score -2483146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2483152.750000 Penalty: 5002.623047
	Iteration 27Q: 3 clusters Score -2483153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2483155.500000 Penalty: 5002.623047
	Iteration 28Q: 3 clusters Score -2483156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2483157.000000 Penalty: 5002.623047
	Iteration 29Q: 3 clusters Score -2483157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2483157.000000 Penalty: 5002.623047
	Iteration 30Q: 3 clusters Score -2483157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2483154.750000 Penalty: 5002.623047
	Iteration 31Q: 3 clusters Score -2483155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2483154.750000 Penalty: 5002.623047
	Iteration 32Q: 3 clusters Score -2483155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2483154.750000 Penalty: 5002.623047
	Iteration 33F: 3 clusters Score -2483155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 17000 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 7003 members 
Entering Unmasked Estep 
Score: -96220864.000000 Penalty: 222639.031250
Splitting cluster 29 changes total score from -96221064.000000 to -96220864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -370658.968750 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -370659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -366842.843750 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -366842.8 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -367763.281250 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -367763.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -367980.281250 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -367980.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -368129.187500 Penalty: 4101.036621
	Iteration 3Q: 3 clusters Score -368129.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -368269.406250 Penalty: 4101.036621
	Iteration 4Q: 3 clusters Score -368269.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -368405.312500 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -368405.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -368541.781250 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -368541.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -368626.937500 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -368626.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -368688.500000 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -368688.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -368736.281250 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -368736.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -368779.593750 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -368779.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -368833.500000 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -368833.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -368881.750000 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -368881.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -368920.875000 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -368920.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -368956.250000 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -368956.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -368991.718750 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -368991.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -369025.593750 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -369025.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -369058.906250 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -369058.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -369086.156250 Penalty: 4101.036621
	Iteration 18Q: 3 clusters Score -369086.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -369117.375000 Penalty: 4101.036621
	Iteration 19Q: 3 clusters Score -369117.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -369145.875000 Penalty: 4101.036621
	Iteration 20F: 3 clusters Score -369145.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -369168.906250 Penalty: 4101.036621
	Iteration 21Q: 3 clusters Score -369168.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -369183.218750 Penalty: 4101.036621
	Iteration 22Q: 3 clusters Score -369183.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -369194.937500 Penalty: 4101.036621
	Iteration 23Q: 3 clusters Score -369194.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -369203.625000 Penalty: 4101.036621
	Iteration 24Q: 3 clusters Score -369203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -369209.000000 Penalty: 4101.036621
	Iteration 25Q: 3 clusters Score -369209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -369212.843750 Penalty: 4101.036621
	Iteration 26Q: 3 clusters Score -369212.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -369219.531250 Penalty: 4101.036621
	Iteration 27Q: 3 clusters Score -369219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -369223.406250 Penalty: 4101.036621
	Iteration 28Q: 3 clusters Score -369223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -369228.312500 Penalty: 4101.036621
	Iteration 29Q: 3 clusters Score -369228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -369234.343750 Penalty: 4101.036621
	Iteration 30Q: 3 clusters Score -369234.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -369238.875000 Penalty: 4101.036621
	Iteration 31Q: 3 clusters Score -369238.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -369244.625000 Penalty: 4101.036621
	Iteration 32Q: 3 clusters Score -369244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -369248.593750 Penalty: 4101.036621
	Iteration 33Q: 3 clusters Score -369248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -369252.718750 Penalty: 4101.036621
	Iteration 34Q: 3 clusters Score -369252.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -369256.187500 Penalty: 4101.036621
	Iteration 35Q: 3 clusters Score -369256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -369258.625000 Penalty: 4101.036621
	Iteration 36Q: 3 clusters Score -369258.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -369264.687500 Penalty: 4101.036621
	Iteration 37Q: 3 clusters Score -369264.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -369273.906250 Penalty: 4101.036621
	Iteration 38Q: 3 clusters Score -369273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -369285.125000 Penalty: 4101.036621
	Iteration 39Q: 3 clusters Score -369285.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -369302.156250 Penalty: 4101.036621
	Iteration 40F: 3 clusters Score -369302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -369324.312500 Penalty: 4101.036621
	Iteration 41Q: 3 clusters Score -369324.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -369361.062500 Penalty: 4101.036621
	Iteration 42Q: 3 clusters Score -369361.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -369400.468750 Penalty: 4101.036621
	Iteration 43Q: 3 clusters Score -369400.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -369441.968750 Penalty: 4101.036621
	Iteration 44Q: 3 clusters Score -369442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -369482.468750 Penalty: 4101.036621
	Iteration 45Q: 3 clusters Score -369482.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -369514.375000 Penalty: 4101.036621
	Iteration 46Q: 3 clusters Score -369514.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -369545.000000 Penalty: 4101.036621
	Iteration 47Q: 3 clusters Score -369545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -369565.625000 Penalty: 4101.036621
	Iteration 48Q: 3 clusters Score -369565.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -369586.125000 Penalty: 4101.036621
	Iteration 49Q: 3 clusters Score -369586.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -369600.937500 Penalty: 4101.036621
	Iteration 50Q: 3 clusters Score -369600.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -369618.281250 Penalty: 4101.036621
	Iteration 51Q: 3 clusters Score -369618.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -369643.343750 Penalty: 4101.036621
	Iteration 52Q: 3 clusters Score -369643.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -369664.031250 Penalty: 4101.036621
	Iteration 53Q: 3 clusters Score -369664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -369685.187500 Penalty: 4101.036621
	Iteration 54Q: 3 clusters Score -369685.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -369708.281250 Penalty: 4101.036621
	Iteration 55Q: 3 clusters Score -369708.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -369723.906250 Penalty: 4101.036621
	Iteration 56Q: 3 clusters Score -369723.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -369737.343750 Penalty: 4101.036621
	Iteration 57Q: 3 clusters Score -369737.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -369749.687500 Penalty: 4101.036621
	Iteration 58Q: 3 clusters Score -369749.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -369766.687500 Penalty: 4101.036621
	Iteration 59Q: 3 clusters Score -369766.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -369778.656250 Penalty: 4101.036621
	Iteration 60F: 3 clusters Score -369778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369786.312500 Penalty: 4101.036621
	Iteration 61Q: 3 clusters Score -369786.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -369796.468750 Penalty: 4101.036621
	Iteration 62Q: 3 clusters Score -369796.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369805.593750 Penalty: 4101.036621
	Iteration 63Q: 3 clusters Score -369805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -369808.687500 Penalty: 4101.036621
	Iteration 64Q: 3 clusters Score -369808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -369813.375000 Penalty: 4101.036621
	Iteration 65Q: 3 clusters Score -369813.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -369820.468750 Penalty: 4101.036621
	Iteration 66Q: 3 clusters Score -369820.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -369832.281250 Penalty: 4101.036621
	Iteration 67Q: 3 clusters Score -369832.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -369843.718750 Penalty: 4101.036621
	Iteration 68Q: 3 clusters Score -369843.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -369853.000000 Penalty: 4101.036621
	Iteration 69Q: 3 clusters Score -369853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -369864.750000 Penalty: 4101.036621
	Iteration 70Q: 3 clusters Score -369864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -369877.031250 Penalty: 4101.036621
	Iteration 71Q: 3 clusters Score -369877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -369885.437500 Penalty: 4101.036621
	Iteration 72Q: 3 clusters Score -369885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -369892.437500 Penalty: 4101.036621
	Iteration 73Q: 3 clusters Score -369892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369898.843750 Penalty: 4101.036621
	Iteration 74Q: 3 clusters Score -369898.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369911.468750 Penalty: 4101.036621
	Iteration 75Q: 3 clusters Score -369911.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -369936.781250 Penalty: 4101.036621
	Iteration 76Q: 3 clusters Score -369936.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -369966.781250 Penalty: 4101.036621
	Iteration 77Q: 3 clusters Score -369966.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -370017.593750 Penalty: 4101.036621
	Iteration 78Q: 3 clusters Score -370017.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -370127.312500 Penalty: 4101.036621
	Iteration 79Q: 3 clusters Score -370127.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -370333.281250 Penalty: 4101.036621
	Iteration 80F: 3 clusters Score -370333.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -370536.406250 Penalty: 4101.036621
	Iteration 81Q: 3 clusters Score -370536.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -370596.500000 Penalty: 4101.036621
	Iteration 82Q: 3 clusters Score -370596.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -370628.687500 Penalty: 4101.036621
	Iteration 83Q: 3 clusters Score -370628.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -370687.187500 Penalty: 4101.036621
	Iteration 84Q: 3 clusters Score -370687.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -370794.250000 Penalty: 4101.036621
	Iteration 85Q: 3 clusters Score -370794.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -370875.312500 Penalty: 4101.036621
	Iteration 86Q: 3 clusters Score -370875.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -370917.000000 Penalty: 4101.036621
	Iteration 87Q: 3 clusters Score -370917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -370934.500000 Penalty: 4101.036621
	Iteration 88Q: 3 clusters Score -370934.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -370942.843750 Penalty: 4101.036621
	Iteration 89Q: 3 clusters Score -370942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -370947.687500 Penalty: 4101.036621
	Iteration 90Q: 3 clusters Score -370947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -370947.000000 Penalty: 4101.036621
	Iteration 91Q: 3 clusters Score -370947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -370951.187500 Penalty: 4101.036621
	Iteration 92F: 3 clusters Score -370951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -370953.312500 Penalty: 4101.036621
	Iteration 93Q: 3 clusters Score -370953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -370954.656250 Penalty: 4101.036621
	Iteration 94Q: 3 clusters Score -370954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -370955.312500 Penalty: 4101.036621
	Iteration 95Q: 3 clusters Score -370955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -370955.312500 Penalty: 4101.036621
	Iteration 96F: 3 clusters Score -370955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 2095 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 1803 members 
Entering Unmasked Estep 
Score: -96220008.000000 Penalty: 222639.031250
Splitting cluster 30 changes total score from -96221064.000000 to -96220008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -1419757.500000 Penalty: 2372.138184
	Iteration 0F: 2 clusters Score -1419758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1409471.625000 Penalty: 4744.276367
	Iteration 0F: 3 clusters Score -1409472 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1412753.125000 Penalty: 4744.276367
	Iteration 1F: 3 clusters Score -1412753 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1413358.000000 Penalty: 4744.276367
	Iteration 2F: 3 clusters Score -1413358 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1414158.625000 Penalty: 4744.276367
	Iteration 3F: 3 clusters Score -1414159 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1414984.375000 Penalty: 4744.276367
	Iteration 4F: 3 clusters Score -1414984 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1415719.000000 Penalty: 4744.276367
	Iteration 5F: 3 clusters Score -1415719 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1416351.250000 Penalty: 4744.276367
	Iteration 6F: 3 clusters Score -1416351 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1416823.500000 Penalty: 4744.276367
	Iteration 7F: 3 clusters Score -1416824 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1417167.250000 Penalty: 4744.276367
	Iteration 8Q: 3 clusters Score -1417167 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1417367.625000 Penalty: 4744.276367
	Iteration 9Q: 3 clusters Score -1417368 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1417534.000000 Penalty: 4744.276367
	Iteration 10Q: 3 clusters Score -1417534 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1417659.000000 Penalty: 4744.276367
	Iteration 11Q: 3 clusters Score -1417659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1417751.250000 Penalty: 4744.276367
	Iteration 12Q: 3 clusters Score -1417751 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1417817.250000 Penalty: 4744.276367
	Iteration 13Q: 3 clusters Score -1417817 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1417876.750000 Penalty: 4744.276367
	Iteration 14Q: 3 clusters Score -1417877 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1417921.500000 Penalty: 4744.276367
	Iteration 15Q: 3 clusters Score -1417922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1417954.000000 Penalty: 4744.276367
	Iteration 16Q: 3 clusters Score -1417954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1417984.250000 Penalty: 4744.276367
	Iteration 17Q: 3 clusters Score -1417984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1418011.625000 Penalty: 4744.276367
	Iteration 18Q: 3 clusters Score -1418012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1418036.750000 Penalty: 4744.276367
	Iteration 19Q: 3 clusters Score -1418037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1418054.875000 Penalty: 4744.276367
	Iteration 20F: 3 clusters Score -1418055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1418071.625000 Penalty: 4744.276367
	Iteration 21Q: 3 clusters Score -1418072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1418088.375000 Penalty: 4744.276367
	Iteration 22Q: 3 clusters Score -1418088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1418112.375000 Penalty: 4744.276367
	Iteration 23Q: 3 clusters Score -1418112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1418129.000000 Penalty: 4744.276367
	Iteration 24Q: 3 clusters Score -1418129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1418149.500000 Penalty: 4744.276367
	Iteration 25Q: 3 clusters Score -1418150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1418171.750000 Penalty: 4744.276367
	Iteration 26Q: 3 clusters Score -1418172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1418187.375000 Penalty: 4744.276367
	Iteration 27Q: 3 clusters Score -1418187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1418204.375000 Penalty: 4744.276367
	Iteration 28Q: 3 clusters Score -1418204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1418215.875000 Penalty: 4744.276367
	Iteration 29Q: 3 clusters Score -1418216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1418228.250000 Penalty: 4744.276367
	Iteration 30Q: 3 clusters Score -1418228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1418240.500000 Penalty: 4744.276367
	Iteration 31Q: 3 clusters Score -1418240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1418261.375000 Penalty: 4744.276367
	Iteration 32Q: 3 clusters Score -1418261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1418286.750000 Penalty: 4744.276367
	Iteration 33Q: 3 clusters Score -1418287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1418304.625000 Penalty: 4744.276367
	Iteration 34Q: 3 clusters Score -1418305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1418323.125000 Penalty: 4744.276367
	Iteration 35Q: 3 clusters Score -1418323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1418335.375000 Penalty: 4744.276367
	Iteration 36Q: 3 clusters Score -1418335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1418351.000000 Penalty: 4744.276367
	Iteration 37Q: 3 clusters Score -1418351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1418361.875000 Penalty: 4744.276367
	Iteration 38Q: 3 clusters Score -1418362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1418373.000000 Penalty: 4744.276367
	Iteration 39Q: 3 clusters Score -1418373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1418387.625000 Penalty: 4744.276367
	Iteration 40F: 3 clusters Score -1418388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1418402.875000 Penalty: 4744.276367
	Iteration 41Q: 3 clusters Score -1418403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1418416.250000 Penalty: 4744.276367
	Iteration 42Q: 3 clusters Score -1418416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1418434.500000 Penalty: 4744.276367
	Iteration 43Q: 3 clusters Score -1418434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1418447.000000 Penalty: 4744.276367
	Iteration 44Q: 3 clusters Score -1418447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1418453.625000 Penalty: 4744.276367
	Iteration 45Q: 3 clusters Score -1418454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1418463.500000 Penalty: 4744.276367
	Iteration 46Q: 3 clusters Score -1418464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1418472.500000 Penalty: 4744.276367
	Iteration 47Q: 3 clusters Score -1418472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1418484.500000 Penalty: 4744.276367
	Iteration 48Q: 3 clusters Score -1418484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1418501.000000 Penalty: 4744.276367
	Iteration 49Q: 3 clusters Score -1418501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1418512.625000 Penalty: 4744.276367
	Iteration 50Q: 3 clusters Score -1418513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1418526.625000 Penalty: 4744.276367
	Iteration 51Q: 3 clusters Score -1418527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1418542.000000 Penalty: 4744.276367
	Iteration 52Q: 3 clusters Score -1418542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1418555.250000 Penalty: 4744.276367
	Iteration 53Q: 3 clusters Score -1418555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1418569.500000 Penalty: 4744.276367
	Iteration 54Q: 3 clusters Score -1418570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1418596.500000 Penalty: 4744.276367
	Iteration 55Q: 3 clusters Score -1418596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1418614.625000 Penalty: 4744.276367
	Iteration 56Q: 3 clusters Score -1418615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1418629.375000 Penalty: 4744.276367
	Iteration 57Q: 3 clusters Score -1418629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1418639.500000 Penalty: 4744.276367
	Iteration 58Q: 3 clusters Score -1418640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1418652.000000 Penalty: 4744.276367
	Iteration 59Q: 3 clusters Score -1418652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1418660.000000 Penalty: 4744.276367
	Iteration 60F: 3 clusters Score -1418660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1418670.125000 Penalty: 4744.276367
	Iteration 61Q: 3 clusters Score -1418670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1418684.750000 Penalty: 4744.276367
	Iteration 62Q: 3 clusters Score -1418685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1418691.250000 Penalty: 4744.276367
	Iteration 63Q: 3 clusters Score -1418691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1418704.625000 Penalty: 4744.276367
	Iteration 64Q: 3 clusters Score -1418705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1418726.250000 Penalty: 4744.276367
	Iteration 65Q: 3 clusters Score -1418726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1418738.500000 Penalty: 4744.276367
	Iteration 66Q: 3 clusters Score -1418738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1418754.750000 Penalty: 4744.276367
	Iteration 67Q: 3 clusters Score -1418755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1418767.375000 Penalty: 4744.276367
	Iteration 68Q: 3 clusters Score -1418767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1418780.750000 Penalty: 4744.276367
	Iteration 69Q: 3 clusters Score -1418781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1418785.375000 Penalty: 4744.276367
	Iteration 70Q: 3 clusters Score -1418785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1418791.625000 Penalty: 4744.276367
	Iteration 71Q: 3 clusters Score -1418792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1418803.000000 Penalty: 4744.276367
	Iteration 72Q: 3 clusters Score -1418803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1418814.750000 Penalty: 4744.276367
	Iteration 73Q: 3 clusters Score -1418815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1418833.750000 Penalty: 4744.276367
	Iteration 74Q: 3 clusters Score -1418834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1418842.250000 Penalty: 4744.276367
	Iteration 75Q: 3 clusters Score -1418842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1418853.000000 Penalty: 4744.276367
	Iteration 76Q: 3 clusters Score -1418853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1418861.750000 Penalty: 4744.276367
	Iteration 77Q: 3 clusters Score -1418862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1418865.500000 Penalty: 4744.276367
	Iteration 78Q: 3 clusters Score -1418866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1418869.875000 Penalty: 4744.276367
	Iteration 79Q: 3 clusters Score -1418870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1418878.125000 Penalty: 4744.276367
	Iteration 80F: 3 clusters Score -1418878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1418884.125000 Penalty: 4744.276367
	Iteration 81Q: 3 clusters Score -1418884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1418890.125000 Penalty: 4744.276367
	Iteration 82Q: 3 clusters Score -1418890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1418892.000000 Penalty: 4744.276367
	Iteration 83Q: 3 clusters Score -1418892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1418894.375000 Penalty: 4744.276367
	Iteration 84Q: 3 clusters Score -1418894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1418901.875000 Penalty: 4744.276367
	Iteration 85Q: 3 clusters Score -1418902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1418907.500000 Penalty: 4744.276367
	Iteration 86Q: 3 clusters Score -1418908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1418908.875000 Penalty: 4744.276367
	Iteration 87Q: 3 clusters Score -1418909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1418912.250000 Penalty: 4744.276367
	Iteration 88Q: 3 clusters Score -1418912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1418916.875000 Penalty: 4744.276367
	Iteration 89Q: 3 clusters Score -1418917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1418923.750000 Penalty: 4744.276367
	Iteration 90Q: 3 clusters Score -1418924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1418933.250000 Penalty: 4744.276367
	Iteration 91Q: 3 clusters Score -1418933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1418945.625000 Penalty: 4744.276367
	Iteration 92Q: 3 clusters Score -1418946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1418957.750000 Penalty: 4744.276367
	Iteration 93Q: 3 clusters Score -1418958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1418964.000000 Penalty: 4744.276367
	Iteration 94Q: 3 clusters Score -1418964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1418972.625000 Penalty: 4744.276367
	Iteration 95Q: 3 clusters Score -1418973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1418975.250000 Penalty: 4744.276367
	Iteration 96Q: 3 clusters Score -1418975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1418984.125000 Penalty: 4744.276367
	Iteration 97Q: 3 clusters Score -1418984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1418996.000000 Penalty: 4744.276367
	Iteration 98Q: 3 clusters Score -1418996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1419007.625000 Penalty: 4744.276367
	Iteration 99Q: 3 clusters Score -1419008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1419019.250000 Penalty: 4744.276367
	Iteration 100F: 3 clusters Score -1419019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1419040.250000 Penalty: 4744.276367
	Iteration 101Q: 3 clusters Score -1419040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1419056.125000 Penalty: 4744.276367
	Iteration 102Q: 3 clusters Score -1419056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1419065.625000 Penalty: 4744.276367
	Iteration 103Q: 3 clusters Score -1419066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1419083.000000 Penalty: 4744.276367
	Iteration 104Q: 3 clusters Score -1419083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1419097.125000 Penalty: 4744.276367
	Iteration 105Q: 3 clusters Score -1419097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1419117.625000 Penalty: 4744.276367
	Iteration 106Q: 3 clusters Score -1419118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1419145.500000 Penalty: 4744.276367
	Iteration 107Q: 3 clusters Score -1419146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1419172.875000 Penalty: 4744.276367
	Iteration 108Q: 3 clusters Score -1419173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1419195.750000 Penalty: 4744.276367
	Iteration 109Q: 3 clusters Score -1419196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1419219.000000 Penalty: 4744.276367
	Iteration 110Q: 3 clusters Score -1419219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1419240.375000 Penalty: 4744.276367
	Iteration 111Q: 3 clusters Score -1419240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1419264.875000 Penalty: 4744.276367
	Iteration 112Q: 3 clusters Score -1419265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1419287.125000 Penalty: 4744.276367
	Iteration 113Q: 3 clusters Score -1419287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1419304.750000 Penalty: 4744.276367
	Iteration 114Q: 3 clusters Score -1419305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1419325.000000 Penalty: 4744.276367
	Iteration 115Q: 3 clusters Score -1419325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1419345.000000 Penalty: 4744.276367
	Iteration 116Q: 3 clusters Score -1419345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1419368.625000 Penalty: 4744.276367
	Iteration 117Q: 3 clusters Score -1419369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1419384.500000 Penalty: 4744.276367
	Iteration 118Q: 3 clusters Score -1419384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1419387.250000 Penalty: 4744.276367
	Iteration 119Q: 3 clusters Score -1419387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1419395.250000 Penalty: 4744.276367
	Iteration 120F: 3 clusters Score -1419395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1419401.000000 Penalty: 4744.276367
	Iteration 121Q: 3 clusters Score -1419401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1419406.625000 Penalty: 4744.276367
	Iteration 122Q: 3 clusters Score -1419407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1419407.125000 Penalty: 4744.276367
	Iteration 123Q: 3 clusters Score -1419407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1419409.375000 Penalty: 4744.276367
	Iteration 124Q: 3 clusters Score -1419409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1419415.125000 Penalty: 4744.276367
	Iteration 125Q: 3 clusters Score -1419415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1419418.125000 Penalty: 4744.276367
	Iteration 126Q: 3 clusters Score -1419418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1419418.625000 Penalty: 4744.276367
	Iteration 127Q: 3 clusters Score -1419419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1419417.625000 Penalty: 4744.276367
	Iteration 128Q: 3 clusters Score -1419418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1419419.625000 Penalty: 4744.276367
	Iteration 129Q: 3 clusters Score -1419420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1419421.000000 Penalty: 4744.276367
	Iteration 130Q: 3 clusters Score -1419421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1419422.875000 Penalty: 4744.276367
	Iteration 131Q: 3 clusters Score -1419423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1419423.375000 Penalty: 4744.276367
	Iteration 132Q: 3 clusters Score -1419423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1419424.500000 Penalty: 4744.276367
	Iteration 133Q: 3 clusters Score -1419424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1419426.250000 Penalty: 4744.276367
	Iteration 134Q: 3 clusters Score -1419426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1419427.500000 Penalty: 4744.276367
	Iteration 135Q: 3 clusters Score -1419428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1419430.875000 Penalty: 4744.276367
	Iteration 136Q: 3 clusters Score -1419431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1419433.500000 Penalty: 4744.276367
	Iteration 137Q: 3 clusters Score -1419434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1419432.125000 Penalty: 4744.276367
	Iteration 138Q: 3 clusters Score -1419432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1419432.500000 Penalty: 4744.276367
	Iteration 139Q: 3 clusters Score -1419432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1419433.625000 Penalty: 4744.276367
	Iteration 140F: 3 clusters Score -1419434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1419436.250000 Penalty: 4744.276367
	Iteration 141Q: 3 clusters Score -1419436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1419434.750000 Penalty: 4744.276367
	Iteration 142Q: 3 clusters Score -1419435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1419435.750000 Penalty: 4744.276367
	Iteration 143Q: 3 clusters Score -1419436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1419434.125000 Penalty: 4744.276367
	Iteration 144Q: 3 clusters Score -1419434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1419434.000000 Penalty: 4744.276367
	Iteration 145Q: 3 clusters Score -1419434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1419433.375000 Penalty: 4744.276367
	Iteration 146Q: 3 clusters Score -1419433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1419433.875000 Penalty: 4744.276367
	Iteration 147Q: 3 clusters Score -1419434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1419433.875000 Penalty: 4744.276367
	Iteration 148F: 3 clusters Score -1419434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -536803.875000 Penalty: 2155.820801
	Iteration 0F: 2 clusters Score -536803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -531735.312500 Penalty: 4311.641602
	Iteration 0F: 3 clusters Score -531735.3 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -533230.562500 Penalty: 4311.641602
	Iteration 1F: 3 clusters Score -533230.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -533610.625000 Penalty: 4311.641602
	Iteration 2F: 3 clusters Score -533610.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -533858.500000 Penalty: 4311.641602
	Iteration 3F: 3 clusters Score -533858.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -534051.000000 Penalty: 4311.641602
	Iteration 4Q: 3 clusters Score -534051 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -534228.500000 Penalty: 4311.641602
	Iteration 5Q: 3 clusters Score -534228.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -534373.562500 Penalty: 4311.641602
	Iteration 6Q: 3 clusters Score -534373.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -534527.750000 Penalty: 4311.641602
	Iteration 7Q: 3 clusters Score -534527.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -534681.375000 Penalty: 4311.641602
	Iteration 8Q: 3 clusters Score -534681.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -534824.437500 Penalty: 4311.641602
	Iteration 9Q: 3 clusters Score -534824.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -534966.062500 Penalty: 4311.641602
	Iteration 10Q: 3 clusters Score -534966.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -535103.250000 Penalty: 4311.641602
	Iteration 11Q: 3 clusters Score -535103.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -535212.937500 Penalty: 4311.641602
	Iteration 12Q: 3 clusters Score -535212.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -535310.062500 Penalty: 4311.641602
	Iteration 13Q: 3 clusters Score -535310.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -535391.187500 Penalty: 4311.641602
	Iteration 14Q: 3 clusters Score -535391.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -535441.312500 Penalty: 4311.641602
	Iteration 15Q: 3 clusters Score -535441.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -535484.750000 Penalty: 4311.641602
	Iteration 16Q: 3 clusters Score -535484.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -535511.500000 Penalty: 4311.641602
	Iteration 17Q: 3 clusters Score -535511.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -535537.562500 Penalty: 4311.641602
	Iteration 18Q: 3 clusters Score -535537.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -535566.062500 Penalty: 4311.641602
	Iteration 19Q: 3 clusters Score -535566.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -535585.437500 Penalty: 4311.641602
	Iteration 20F: 3 clusters Score -535585.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -535600.937500 Penalty: 4311.641602
	Iteration 21Q: 3 clusters Score -535600.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -535613.687500 Penalty: 4311.641602
	Iteration 22Q: 3 clusters Score -535613.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -535623.125000 Penalty: 4311.641602
	Iteration 23Q: 3 clusters Score -535623.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -535633.125000 Penalty: 4311.641602
	Iteration 24Q: 3 clusters Score -535633.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -535638.812500 Penalty: 4311.641602
	Iteration 25Q: 3 clusters Score -535638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -535645.687500 Penalty: 4311.641602
	Iteration 26Q: 3 clusters Score -535645.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -535650.812500 Penalty: 4311.641602
	Iteration 27Q: 3 clusters Score -535650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -535659.000000 Penalty: 4311.641602
	Iteration 28Q: 3 clusters Score -535659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -535666.062500 Penalty: 4311.641602
	Iteration 29Q: 3 clusters Score -535666.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -535671.187500 Penalty: 4311.641602
	Iteration 30Q: 3 clusters Score -535671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -535675.250000 Penalty: 4311.641602
	Iteration 31Q: 3 clusters Score -535675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -535677.312500 Penalty: 4311.641602
	Iteration 32Q: 3 clusters Score -535677.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -535678.562500 Penalty: 4311.641602
	Iteration 33Q: 3 clusters Score -535678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -535679.750000 Penalty: 4311.641602
	Iteration 34Q: 3 clusters Score -535679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -535678.250000 Penalty: 4311.641602
	Iteration 35Q: 3 clusters Score -535678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -535678.250000 Penalty: 4311.641602
	Iteration 36F: 3 clusters Score -535678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (76178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Entering Unmasked Estep 
Score: -7809693.500000 Penalty: 2787.725342
	Iteration 0F: 2 clusters Score -7809694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -7758777.500000 Penalty: 5575.450684
	Iteration 0F: 3 clusters Score -7758778 nChanged 35584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -7778854.500000 Penalty: 5575.450684
	Iteration 1F: 3 clusters Score -7778854 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -7780001.500000 Penalty: 5575.450684
	Iteration 2Q: 3 clusters Score -7780002 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -7781718.000000 Penalty: 5575.450684
	Iteration 3F: 3 clusters Score -7781718 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -7784418.000000 Penalty: 5575.450684
	Iteration 4F: 3 clusters Score -7784418 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -7787895.000000 Penalty: 5575.450684
	Iteration 5F: 3 clusters Score -7787895 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -7791442.500000 Penalty: 5575.450684
	Iteration 6F: 3 clusters Score -7791442 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -7794300.000000 Penalty: 5575.450684
	Iteration 7F: 3 clusters Score -7794300 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -7796378.500000 Penalty: 5575.450684
	Iteration 8F: 3 clusters Score -7796378 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -7797921.000000 Penalty: 5575.450684
	Iteration 9Q: 3 clusters Score -7797921 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7799282.000000 Penalty: 5575.450684
	Iteration 10Q: 3 clusters Score -7799282 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -7800686.000000 Penalty: 5575.450684
	Iteration 11Q: 3 clusters Score -7800686 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -7802221.000000 Penalty: 5575.450684
	Iteration 12Q: 3 clusters Score -7802221 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7803811.500000 Penalty: 5575.450684
	Iteration 13Q: 3 clusters Score -7803812 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7805133.000000 Penalty: 5575.450684
	Iteration 14Q: 3 clusters Score -7805133 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7806078.000000 Penalty: 5575.450684
	Iteration 15Q: 3 clusters Score -7806078 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7806603.500000 Penalty: 5575.450684
	Iteration 16Q: 3 clusters Score -7806604 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7806877.500000 Penalty: 5575.450684
	Iteration 17Q: 3 clusters Score -7806878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7807039.000000 Penalty: 5575.450684
	Iteration 18Q: 3 clusters Score -7807039 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7807144.000000 Penalty: 5575.450684
	Iteration 19Q: 3 clusters Score -7807144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7807187.500000 Penalty: 5575.450684
	Iteration 20F: 3 clusters Score -7807188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7807223.000000 Penalty: 5575.450684
	Iteration 21Q: 3 clusters Score -7807223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7807250.500000 Penalty: 5575.450684
	Iteration 22Q: 3 clusters Score -7807250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7807263.000000 Penalty: 5575.450684
	Iteration 23Q: 3 clusters Score -7807263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7807273.000000 Penalty: 5575.450684
	Iteration 24Q: 3 clusters Score -7807273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7807279.000000 Penalty: 5575.450684
	Iteration 25Q: 3 clusters Score -7807279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7807293.000000 Penalty: 5575.450684
	Iteration 26Q: 3 clusters Score -7807293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7807299.500000 Penalty: 5575.450684
	Iteration 27Q: 3 clusters Score -7807300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7807303.000000 Penalty: 5575.450684
	Iteration 28Q: 3 clusters Score -7807303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7807303.500000 Penalty: 5575.450684
	Iteration 29Q: 3 clusters Score -7807304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7807305.500000 Penalty: 5575.450684
	Iteration 30Q: 3 clusters Score -7807306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7807306.000000 Penalty: 5575.450684
	Iteration 31Q: 3 clusters Score -7807306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7807303.000000 Penalty: 5575.450684
	Iteration 32Q: 3 clusters Score -7807303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7807301.000000 Penalty: 5575.450684
	Iteration 33Q: 3 clusters Score -7807301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7807300.500000 Penalty: 5575.450684
	Iteration 34Q: 3 clusters Score -7807300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7807305.500000 Penalty: 5575.450684
	Iteration 35Q: 3 clusters Score -7807306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7807310.000000 Penalty: 5575.450684
	Iteration 36Q: 3 clusters Score -7807310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7807310.000000 Penalty: 5575.450684
	Iteration 37F: 3 clusters Score -7807310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Entering Unmasked Estep 
Score: -904761.875000 Penalty: 2262.161377
	Iteration 0F: 2 clusters Score -904761.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -897713.125000 Penalty: 4524.322754
	Iteration 0F: 3 clusters Score -897713.1 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -899753.375000 Penalty: 4524.322754
	Iteration 1F: 3 clusters Score -899753.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -900189.312500 Penalty: 4524.322754
	Iteration 2F: 3 clusters Score -900189.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -900597.437500 Penalty: 4524.322754
	Iteration 3F: 3 clusters Score -900597.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -901056.062500 Penalty: 4524.322754
	Iteration 4F: 3 clusters Score -901056.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -901583.312500 Penalty: 4524.322754
	Iteration 5F: 3 clusters Score -901583.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -902022.750000 Penalty: 4524.322754
	Iteration 6F: 3 clusters Score -902022.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -902365.312500 Penalty: 4524.322754
	Iteration 7F: 3 clusters Score -902365.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -902635.812500 Penalty: 4524.322754
	Iteration 8Q: 3 clusters Score -902635.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -902816.625000 Penalty: 4524.322754
	Iteration 9Q: 3 clusters Score -902816.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -902970.812500 Penalty: 4524.322754
	Iteration 10Q: 3 clusters Score -902970.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -903099.062500 Penalty: 4524.322754
	Iteration 11Q: 3 clusters Score -903099.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -903243.000000 Penalty: 4524.322754
	Iteration 12Q: 3 clusters Score -903243 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -903450.875000 Penalty: 4524.322754
	Iteration 13Q: 3 clusters Score -903450.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -903590.437500 Penalty: 4524.322754
	Iteration 14Q: 3 clusters Score -903590.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -903642.562500 Penalty: 4524.322754
	Iteration 15Q: 3 clusters Score -903642.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -903667.312500 Penalty: 4524.322754
	Iteration 16Q: 3 clusters Score -903667.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -903680.500000 Penalty: 4524.322754
	Iteration 17Q: 3 clusters Score -903680.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -903686.875000 Penalty: 4524.322754
	Iteration 18Q: 3 clusters Score -903686.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -903687.000000 Penalty: 4524.322754
	Iteration 19Q: 3 clusters Score -903687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -903690.125000 Penalty: 4524.322754
	Iteration 20F: 3 clusters Score -903690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -903692.375000 Penalty: 4524.322754
	Iteration 21Q: 3 clusters Score -903692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -903690.625000 Penalty: 4524.322754
	Iteration 22Q: 3 clusters Score -903690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -903692.937500 Penalty: 4524.322754
	Iteration 23Q: 3 clusters Score -903692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -903692.000000 Penalty: 4524.322754
	Iteration 24Q: 3 clusters Score -903692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -903692.312500 Penalty: 4524.322754
	Iteration 25Q: 3 clusters Score -903692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -903694.250000 Penalty: 4524.322754
	Iteration 26Q: 3 clusters Score -903694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -903693.250000 Penalty: 4524.322754
	Iteration 27Q: 3 clusters Score -903693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -903695.875000 Penalty: 4524.322754
	Iteration 28Q: 3 clusters Score -903695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -903695.062500 Penalty: 4524.322754
	Iteration 29Q: 3 clusters Score -903695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -903695.750000 Penalty: 4524.322754
	Iteration 30Q: 3 clusters Score -903695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -903694.812500 Penalty: 4524.322754
	Iteration 31Q: 3 clusters Score -903694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -903695.625000 Penalty: 4524.322754
	Iteration 32Q: 3 clusters Score -903695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -903695.250000 Penalty: 4524.322754
	Iteration 33Q: 3 clusters Score -903695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -903696.750000 Penalty: 4524.322754
	Iteration 34Q: 3 clusters Score -903696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -903696.750000 Penalty: 4524.322754
	Iteration 35F: 3 clusters Score -903696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -380300.625000 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -380300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -376452.281250 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -376452.3 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -377328.531250 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -377328.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -377527.812500 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -377527.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377667.687500 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -377667.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -377775.437500 Penalty: 4093.342529
	Iteration 4Q: 3 clusters Score -377775.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -377857.343750 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -377857.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -377936.875000 Penalty: 4093.342529
	Iteration 6Q: 3 clusters Score -377936.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378012.375000 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -378012.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -378087.343750 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -378087.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -378170.312500 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -378170.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -378244.375000 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -378244.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -378323.187500 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -378323.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -378425.000000 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -378425 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -378544.750000 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -378544.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -378733.781250 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -378733.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -378996.625000 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -378996.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -379218.593750 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -379218.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -379398.968750 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -379399 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -379535.156250 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -379535.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -379627.812500 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -379627.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -379721.687500 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -379721.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -379794.343750 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -379794.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -379870.687500 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -379870.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -379906.062500 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -379906.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -379929.062500 Penalty: 4093.342529
	Iteration 24Q: 3 clusters Score -379929.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -379949.406250 Penalty: 4093.342529
	Iteration 25Q: 3 clusters Score -379949.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -379979.312500 Penalty: 4093.342529
	Iteration 26Q: 3 clusters Score -379979.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -380009.031250 Penalty: 4093.342529
	Iteration 27Q: 3 clusters Score -380009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -380051.062500 Penalty: 4093.342529
	Iteration 28Q: 3 clusters Score -380051.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380114.687500 Penalty: 4093.342529
	Iteration 29Q: 3 clusters Score -380114.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -380206.406250 Penalty: 4093.342529
	Iteration 30Q: 3 clusters Score -380206.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -380355.062500 Penalty: 4093.342529
	Iteration 31Q: 3 clusters Score -380355.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -380542.656250 Penalty: 4093.342529
	Iteration 32Q: 3 clusters Score -380542.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -380653.562500 Penalty: 4093.342529
	Iteration 33Q: 3 clusters Score -380653.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -380705.093750 Penalty: 4093.342529
	Iteration 34Q: 3 clusters Score -380705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -380722.718750 Penalty: 4093.342529
	Iteration 35Q: 3 clusters Score -380722.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -380728.375000 Penalty: 4093.342529
	Iteration 36Q: 3 clusters Score -380728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -380731.968750 Penalty: 4093.342529
	Iteration 37Q: 3 clusters Score -380732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -380735.406250 Penalty: 4093.342529
	Iteration 38Q: 3 clusters Score -380735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -380735.843750 Penalty: 4093.342529
	Iteration 39Q: 3 clusters Score -380735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -380736.781250 Penalty: 4093.342529
	Iteration 40F: 3 clusters Score -380736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 2001 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 1837 members 
Entering Unmasked Estep 
Score: -96220048.000000 Penalty: 222639.031250
Splitting cluster 35 changes total score from -96221064.000000 to -96220048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -399482.187500 Penalty: 2072.541992
	Iteration 0F: 2 clusters Score -399482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -395392.906250 Penalty: 4145.083984
	Iteration 0F: 3 clusters Score -395392.9 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -396389.156250 Penalty: 4145.083984
	Iteration 1F: 3 clusters Score -396389.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -396737.000000 Penalty: 4145.083984
	Iteration 2F: 3 clusters Score -396737 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -397056.156250 Penalty: 4145.083984
	Iteration 3F: 3 clusters Score -397056.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -397302.656250 Penalty: 4145.083984
	Iteration 4F: 3 clusters Score -397302.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -397494.000000 Penalty: 4145.083984
	Iteration 5F: 3 clusters Score -397494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -397640.406250 Penalty: 4145.083984
	Iteration 6Q: 3 clusters Score -397640.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -397745.625000 Penalty: 4145.083984
	Iteration 7Q: 3 clusters Score -397745.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -397844.312500 Penalty: 4145.083984
	Iteration 8Q: 3 clusters Score -397844.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -397907.718750 Penalty: 4145.083984
	Iteration 9Q: 3 clusters Score -397907.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -397964.562500 Penalty: 4145.083984
	Iteration 10Q: 3 clusters Score -397964.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -398000.093750 Penalty: 4145.083984
	Iteration 11Q: 3 clusters Score -398000.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -398032.406250 Penalty: 4145.083984
	Iteration 12Q: 3 clusters Score -398032.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -398062.531250 Penalty: 4145.083984
	Iteration 13Q: 3 clusters Score -398062.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -398091.843750 Penalty: 4145.083984
	Iteration 14Q: 3 clusters Score -398091.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -398118.062500 Penalty: 4145.083984
	Iteration 15Q: 3 clusters Score -398118.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -398142.250000 Penalty: 4145.083984
	Iteration 16Q: 3 clusters Score -398142.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -398156.750000 Penalty: 4145.083984
	Iteration 17Q: 3 clusters Score -398156.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -398165.531250 Penalty: 4145.083984
	Iteration 18Q: 3 clusters Score -398165.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -398171.187500 Penalty: 4145.083984
	Iteration 19Q: 3 clusters Score -398171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -398179.687500 Penalty: 4145.083984
	Iteration 20F: 3 clusters Score -398179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -398186.250000 Penalty: 4145.083984
	Iteration 21Q: 3 clusters Score -398186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -398192.312500 Penalty: 4145.083984
	Iteration 22Q: 3 clusters Score -398192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -398196.437500 Penalty: 4145.083984
	Iteration 23Q: 3 clusters Score -398196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -398201.687500 Penalty: 4145.083984
	Iteration 24Q: 3 clusters Score -398201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -398209.500000 Penalty: 4145.083984
	Iteration 25Q: 3 clusters Score -398209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -398214.812500 Penalty: 4145.083984
	Iteration 26Q: 3 clusters Score -398214.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -398220.906250 Penalty: 4145.083984
	Iteration 27Q: 3 clusters Score -398220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -398228.968750 Penalty: 4145.083984
	Iteration 28Q: 3 clusters Score -398229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -398236.187500 Penalty: 4145.083984
	Iteration 29Q: 3 clusters Score -398236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -398242.343750 Penalty: 4145.083984
	Iteration 30Q: 3 clusters Score -398242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -398246.281250 Penalty: 4145.083984
	Iteration 31Q: 3 clusters Score -398246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -398249.875000 Penalty: 4145.083984
	Iteration 32Q: 3 clusters Score -398249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -398251.781250 Penalty: 4145.083984
	Iteration 33Q: 3 clusters Score -398251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -398257.468750 Penalty: 4145.083984
	Iteration 34Q: 3 clusters Score -398257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -398263.812500 Penalty: 4145.083984
	Iteration 35Q: 3 clusters Score -398263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -398268.000000 Penalty: 4145.083984
	Iteration 36Q: 3 clusters Score -398268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -398269.218750 Penalty: 4145.083984
	Iteration 37Q: 3 clusters Score -398269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -398270.656250 Penalty: 4145.083984
	Iteration 38Q: 3 clusters Score -398270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -398271.750000 Penalty: 4145.083984
	Iteration 39Q: 3 clusters Score -398271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -398272.187500 Penalty: 4145.083984
	Iteration 40F: 3 clusters Score -398272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -398273.062500 Penalty: 4145.083984
	Iteration 41Q: 3 clusters Score -398273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -398274.375000 Penalty: 4145.083984
	Iteration 42Q: 3 clusters Score -398274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -398275.187500 Penalty: 4145.083984
	Iteration 43Q: 3 clusters Score -398275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -398278.218750 Penalty: 4145.083984
	Iteration 44Q: 3 clusters Score -398278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -398282.437500 Penalty: 4145.083984
	Iteration 45Q: 3 clusters Score -398282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -398285.906250 Penalty: 4145.083984
	Iteration 46Q: 3 clusters Score -398285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -398286.281250 Penalty: 4145.083984
	Iteration 47Q: 3 clusters Score -398286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -398286.281250 Penalty: 4145.083984
	Iteration 48F: 3 clusters Score -398286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -81693.914062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -81693.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79877.968750 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -79877.97 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80228.546875 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -80228.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80393.179688 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -80393.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80580.578125 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -80580.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80685.070312 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -80685.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80763.976562 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -80763.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80844.570312 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -80844.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80909.312500 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -80909.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80987.843750 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -80987.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81049.046875 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -81049.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81096.046875 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -81096.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81124.148438 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -81124.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81178.562500 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -81178.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81223.445312 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -81223.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81270.265625 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -81270.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81290.328125 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -81290.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81299.710938 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -81299.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81305.078125 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -81305.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81319.343750 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -81319.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81335.250000 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -81335.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81360.984375 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -81360.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81372.750000 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -81372.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81384.156250 Penalty: 3377.283447
	Iteration 22Q: 3 clusters Score -81384.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81397.070312 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -81397.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81417.070312 Penalty: 3377.283447
	Iteration 24Q: 3 clusters Score -81417.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81439.007812 Penalty: 3377.283447
	Iteration 25Q: 3 clusters Score -81439.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81508.890625 Penalty: 3377.283447
	Iteration 26Q: 3 clusters Score -81508.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81615.609375 Penalty: 3377.283447
	Iteration 27Q: 3 clusters Score -81615.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81681.679688 Penalty: 3377.283447
	Iteration 28Q: 3 clusters Score -81681.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81729.835938 Penalty: 3377.283447
	Iteration 29Q: 3 clusters Score -81729.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81768.656250 Penalty: 3377.283447
	Iteration 30Q: 3 clusters Score -81768.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81777.976562 Penalty: 3377.283447
	Iteration 31Q: 3 clusters Score -81777.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81781.570312 Penalty: 3377.283447
	Iteration 32Q: 3 clusters Score -81781.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81787.671875 Penalty: 3377.283447
	Iteration 33Q: 3 clusters Score -81787.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81790.687500 Penalty: 3377.283447
	Iteration 34Q: 3 clusters Score -81790.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81800.085938 Penalty: 3377.283447
	Iteration 35Q: 3 clusters Score -81800.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81824.664062 Penalty: 3377.283447
	Iteration 36Q: 3 clusters Score -81824.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81836.578125 Penalty: 3377.283447
	Iteration 37Q: 3 clusters Score -81836.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81841.929688 Penalty: 3377.283447
	Iteration 38Q: 3 clusters Score -81841.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81847.304688 Penalty: 3377.283447
	Iteration 39Q: 3 clusters Score -81847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81850.289062 Penalty: 3377.283447
	Iteration 40F: 3 clusters Score -81850.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81859.257812 Penalty: 3377.283447
	Iteration 41Q: 3 clusters Score -81859.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81868.851562 Penalty: 3377.283447
	Iteration 42Q: 3 clusters Score -81868.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81886.382812 Penalty: 3377.283447
	Iteration 43Q: 3 clusters Score -81886.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81914.656250 Penalty: 3377.283447
	Iteration 44Q: 3 clusters Score -81914.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81950.789062 Penalty: 3377.283447
	Iteration 45Q: 3 clusters Score -81950.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81989.664062 Penalty: 3377.283447
	Iteration 46Q: 3 clusters Score -81989.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82026.281250 Penalty: 3377.283447
	Iteration 47Q: 3 clusters Score -82026.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82041.742188 Penalty: 3377.283447
	Iteration 48Q: 3 clusters Score -82041.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82046.515625 Penalty: 3377.283447
	Iteration 49Q: 3 clusters Score -82046.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82046.515625 Penalty: 3377.283447
	Iteration 50F: 3 clusters Score -82046.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 89317 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 210381 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 56666 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 43042 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 34922 members 
Mstep: Class 29 contains 24003 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 76178 members 
Mstep: Class 34 contains 9151 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 472 members 
Mstep: Class 38 contains 2527 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 9308 members 
Mstep: Class 42 contains 32959 members 
Mstep: Class 43 contains 1840 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 5731 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 5925 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 3712 members 
Mstep: Class 51 contains 8917 members 
Mstep: Class 52 contains 35736 members 
Mstep: Class 53 contains 3462 members 
Mstep: Class 54 contains 2362 members 
Mstep: Class 55 contains 7223 members 
Mstep: Class 56 contains 2981 members 
Mstep: Class 57 contains 7073 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 20502 members 
Mstep: Class 60 contains 3300 members 
Mstep: Class 61 contains 372 members 
Mstep: Class 62 contains 55334 members 
Mstep: Class 63 contains 16871 members 
Mstep: Class 64 contains 2731 members 
Mstep: Class 65 contains 434 members 
Entering Unmasked Estep 
Score: -96219680.000000 Penalty: 222639.031250
Splitting cluster 37 changes total score from -96221064.000000 to -96219680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -241935.953125 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -241936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -239014.062500 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -239014.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239530.421875 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -239530.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239644.859375 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -239644.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -239736.468750 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -239736.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -239787.750000 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -239787.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -239826.406250 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -239826.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -239851.531250 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -239851.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -239869.906250 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -239869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239881.671875 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -239881.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -239891.984375 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -239892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -239905.656250 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -239905.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -239923.796875 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -239923.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -239936.078125 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -239936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -239941.500000 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -239941.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -239948.296875 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -239948.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239959.078125 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -239959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239965.500000 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -239965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239971.156250 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -239971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239975.125000 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -239975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -239980.562500 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -239980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -239985.281250 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -239985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -239988.343750 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -239988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -239993.203125 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -239993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -239999.375000 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -239999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -240003.078125 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -240003.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -240009.609375 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -240009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -240016.750000 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -240016.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -240028.265625 Penalty: 3886.054932
	Iteration 27Q: 3 clusters Score -240028.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -240044.656250 Penalty: 3886.054932
	Iteration 28Q: 3 clusters Score -240044.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -240061.484375 Penalty: 3886.054932
	Iteration 29Q: 3 clusters Score -240061.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240078.187500 Penalty: 3886.054932
	Iteration 30Q: 3 clusters Score -240078.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -240101.296875 Penalty: 3886.054932
	Iteration 31Q: 3 clusters Score -240101.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -240121.109375 Penalty: 3886.054932
	Iteration 32Q: 3 clusters Score -240121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -240141.015625 Penalty: 3886.054932
	Iteration 33Q: 3 clusters Score -240141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -240160.437500 Penalty: 3886.054932
	Iteration 34Q: 3 clusters Score -240160.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -240188.937500 Penalty: 3886.054932
	Iteration 35Q: 3 clusters Score -240188.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -240229.859375 Penalty: 3886.054932
	Iteration 36Q: 3 clusters Score -240229.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -240301.406250 Penalty: 3886.054932
	Iteration 37Q: 3 clusters Score -240301.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -240375.078125 Penalty: 3886.054932
	Iteration 38Q: 3 clusters Score -240375.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -240468.453125 Penalty: 3886.054932
	Iteration 39Q: 3 clusters Score -240468.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240568.593750 Penalty: 3886.054932
	Iteration 40F: 3 clusters Score -240568.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -240657.593750 Penalty: 3886.054932
	Iteration 41Q: 3 clusters Score -240657.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -240714.906250 Penalty: 3886.054932
	Iteration 42Q: 3 clusters Score -240714.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240758.062500 Penalty: 3886.054932
	Iteration 43Q: 3 clusters Score -240758.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240782.562500 Penalty: 3886.054932
	Iteration 44Q: 3 clusters Score -240782.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -240804.484375 Penalty: 3886.054932
	Iteration 45Q: 3 clusters Score -240804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -240824.171875 Penalty: 3886.054932
	Iteration 46Q: 3 clusters Score -240824.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -240841.031250 Penalty: 3886.054932
	Iteration 47Q: 3 clusters Score -240841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -240864.328125 Penalty: 3886.054932
	Iteration 48Q: 3 clusters Score -240864.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -240877.343750 Penalty: 3886.054932
	Iteration 49Q: 3 clusters Score -240877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -240887.609375 Penalty: 3886.054932
	Iteration 50Q: 3 clusters Score -240887.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -240897.562500 Penalty: 3886.054932
	Iteration 51Q: 3 clusters Score -240897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -240905.468750 Penalty: 3886.054932
	Iteration 52Q: 3 clusters Score -240905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -240910.109375 Penalty: 3886.054932
	Iteration 53Q: 3 clusters Score -240910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -240919.250000 Penalty: 3886.054932
	Iteration 54Q: 3 clusters Score -240919.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -240928.500000 Penalty: 3886.054932
	Iteration 55Q: 3 clusters Score -240928.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -240938.296875 Penalty: 3886.054932
	Iteration 56Q: 3 clusters Score -240938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -240948.734375 Penalty: 3886.054932
	Iteration 57Q: 3 clusters Score -240948.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -240959.796875 Penalty: 3886.054932
	Iteration 58Q: 3 clusters Score -240959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -240963.671875 Penalty: 3886.054932
	Iteration 59Q: 3 clusters Score -240963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -240967.234375 Penalty: 3886.054932
	Iteration 60F: 3 clusters Score -240967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -240972.343750 Penalty: 3886.054932
	Iteration 61Q: 3 clusters Score -240972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -240977.343750 Penalty: 3886.054932
	Iteration 62Q: 3 clusters Score -240977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -240979.421875 Penalty: 3886.054932
	Iteration 63Q: 3 clusters Score -240979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -240985.203125 Penalty: 3886.054932
	Iteration 64Q: 3 clusters Score -240985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -240993.531250 Penalty: 3886.054932
	Iteration 65Q: 3 clusters Score -240993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -241006.578125 Penalty: 3886.054932
	Iteration 66Q: 3 clusters Score -241006.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -241021.984375 Penalty: 3886.054932
	Iteration 67Q: 3 clusters Score -241022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -241036.015625 Penalty: 3886.054932
	Iteration 68Q: 3 clusters Score -241036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241055.609375 Penalty: 3886.054932
	Iteration 69Q: 3 clusters Score -241055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -241083.890625 Penalty: 3886.054932
	Iteration 70Q: 3 clusters Score -241083.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241122.343750 Penalty: 3886.054932
	Iteration 71Q: 3 clusters Score -241122.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -241165.796875 Penalty: 3886.054932
	Iteration 72Q: 3 clusters Score -241165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -241205.984375 Penalty: 3886.054932
	Iteration 73Q: 3 clusters Score -241206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -241235.171875 Penalty: 3886.054932
	Iteration 74Q: 3 clusters Score -241235.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -241254.515625 Penalty: 3886.054932
	Iteration 75Q: 3 clusters Score -241254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -241262.109375 Penalty: 3886.054932
	Iteration 76Q: 3 clusters Score -241262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -241267.234375 Penalty: 3886.054932
	Iteration 77Q: 3 clusters Score -241267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -241271.156250 Penalty: 3886.054932
	Iteration 78Q: 3 clusters Score -241271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -241273.468750 Penalty: 3886.054932
	Iteration 79Q: 3 clusters Score -241273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -241273.875000 Penalty: 3886.054932
	Iteration 80F: 3 clusters Score -241273.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -138522.687500 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -138522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136293.671875 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -136293.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -136635.750000 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -136635.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -136744.937500 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -136744.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136790.437500 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -136790.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136816.062500 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -136816.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -136831.875000 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -136831.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136842.718750 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -136842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -136849.265625 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -136849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -136856.953125 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -136857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -136861.218750 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -136861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136864.765625 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -136864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136867.281250 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -136867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136869.640625 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -136869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136872.484375 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -136872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -136875.390625 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -136875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -136878.781250 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -136878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136880.328125 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -136880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136881.593750 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -136881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136882.328125 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -136882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136885.015625 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -136885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136886.484375 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -136886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136887.062500 Penalty: 3607.109619
	Iteration 21Q: 3 clusters Score -136887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136887.062500 Penalty: 3607.109619
	Iteration 22F: 3 clusters Score -136887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -388794.312500 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -388794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -384955.968750 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -384956 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -385724.062500 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -385724.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -385917.562500 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -385917.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -386047.437500 Penalty: 4107.483887
	Iteration 3F: 3 clusters Score -386047.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -386132.843750 Penalty: 4107.483887
	Iteration 4Q: 3 clusters Score -386132.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -386187.750000 Penalty: 4107.483887
	Iteration 5Q: 3 clusters Score -386187.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -386230.906250 Penalty: 4107.483887
	Iteration 6Q: 3 clusters Score -386230.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -386279.312500 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -386279.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -386327.937500 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -386327.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -386379.843750 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -386379.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -386434.281250 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -386434.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -386488.031250 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -386488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -386540.781250 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -386540.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -386580.218750 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -386580.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -386621.687500 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -386621.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -386665.781250 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -386665.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -386706.031250 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -386706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -386746.375000 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -386746.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -386788.531250 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -386788.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -386825.468750 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -386825.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -386858.468750 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -386858.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -386889.312500 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -386889.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -386919.531250 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -386919.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -386944.125000 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -386944.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -386964.343750 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -386964.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -386978.906250 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -386978.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -386991.125000 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -386991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -387012.218750 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -387012.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -387025.375000 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -387025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -387036.531250 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -387036.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -387048.718750 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -387048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -387064.968750 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -387065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -387079.812500 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -387079.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -387088.562500 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -387088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -387094.437500 Penalty: 4107.483887
	Iteration 34Q: 3 clusters Score -387094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -387098.500000 Penalty: 4107.483887
	Iteration 35Q: 3 clusters Score -387098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -387102.062500 Penalty: 4107.483887
	Iteration 36Q: 3 clusters Score -387102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -387104.031250 Penalty: 4107.483887
	Iteration 37Q: 3 clusters Score -387104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -387106.531250 Penalty: 4107.483887
	Iteration 38Q: 3 clusters Score -387106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -387107.812500 Penalty: 4107.483887
	Iteration 39Q: 3 clusters Score -387107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -387110.031250 Penalty: 4107.483887
	Iteration 40F: 3 clusters Score -387110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -387112.687500 Penalty: 4107.483887
	Iteration 41Q: 3 clusters Score -387112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -387112.312500 Penalty: 4107.483887
	Iteration 42Q: 3 clusters Score -387112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -387112.968750 Penalty: 4107.483887
	Iteration 43Q: 3 clusters Score -387113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -387112.968750 Penalty: 4107.483887
	Iteration 44F: 3 clusters Score -387113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Entering Unmasked Estep 
Score: -742326.625000 Penalty: 2266.380127
	Iteration 0F: 2 clusters Score -742326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -735046.625000 Penalty: 4532.760254
	Iteration 0F: 3 clusters Score -735046.6 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -737350.750000 Penalty: 4532.760254
	Iteration 1F: 3 clusters Score -737350.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -737923.750000 Penalty: 4532.760254
	Iteration 2F: 3 clusters Score -737923.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -738396.000000 Penalty: 4532.760254
	Iteration 3F: 3 clusters Score -738396 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -738858.875000 Penalty: 4532.760254
	Iteration 4F: 3 clusters Score -738858.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -739276.250000 Penalty: 4532.760254
	Iteration 5F: 3 clusters Score -739276.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -739650.312500 Penalty: 4532.760254
	Iteration 6F: 3 clusters Score -739650.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -739995.875000 Penalty: 4532.760254
	Iteration 7Q: 3 clusters Score -739995.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -740305.625000 Penalty: 4532.760254
	Iteration 8Q: 3 clusters Score -740305.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -740537.562500 Penalty: 4532.760254
	Iteration 9Q: 3 clusters Score -740537.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -740687.750000 Penalty: 4532.760254
	Iteration 10Q: 3 clusters Score -740687.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -740803.375000 Penalty: 4532.760254
	Iteration 11Q: 3 clusters Score -740803.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -740884.625000 Penalty: 4532.760254
	Iteration 12Q: 3 clusters Score -740884.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -740951.625000 Penalty: 4532.760254
	Iteration 13Q: 3 clusters Score -740951.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -741011.250000 Penalty: 4532.760254
	Iteration 14Q: 3 clusters Score -741011.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -741061.250000 Penalty: 4532.760254
	Iteration 15Q: 3 clusters Score -741061.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -741089.062500 Penalty: 4532.760254
	Iteration 16Q: 3 clusters Score -741089.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -741120.500000 Penalty: 4532.760254
	Iteration 17Q: 3 clusters Score -741120.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -741143.562500 Penalty: 4532.760254
	Iteration 18Q: 3 clusters Score -741143.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -741156.750000 Penalty: 4532.760254
	Iteration 19Q: 3 clusters Score -741156.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -741172.375000 Penalty: 4532.760254
	Iteration 20F: 3 clusters Score -741172.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -741185.937500 Penalty: 4532.760254
	Iteration 21Q: 3 clusters Score -741185.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -741194.375000 Penalty: 4532.760254
	Iteration 22Q: 3 clusters Score -741194.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -741200.312500 Penalty: 4532.760254
	Iteration 23Q: 3 clusters Score -741200.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -741207.812500 Penalty: 4532.760254
	Iteration 24Q: 3 clusters Score -741207.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -741215.125000 Penalty: 4532.760254
	Iteration 25Q: 3 clusters Score -741215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -741217.250000 Penalty: 4532.760254
	Iteration 26Q: 3 clusters Score -741217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -741221.625000 Penalty: 4532.760254
	Iteration 27Q: 3 clusters Score -741221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -741225.750000 Penalty: 4532.760254
	Iteration 28Q: 3 clusters Score -741225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -741229.000000 Penalty: 4532.760254
	Iteration 29Q: 3 clusters Score -741229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -741232.312500 Penalty: 4532.760254
	Iteration 30Q: 3 clusters Score -741232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -741233.125000 Penalty: 4532.760254
	Iteration 31Q: 3 clusters Score -741233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -741233.500000 Penalty: 4532.760254
	Iteration 32Q: 3 clusters Score -741233.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -741236.250000 Penalty: 4532.760254
	Iteration 33Q: 3 clusters Score -741236.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -741237.125000 Penalty: 4532.760254
	Iteration 34Q: 3 clusters Score -741237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -741240.687500 Penalty: 4532.760254
	Iteration 35Q: 3 clusters Score -741240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -741242.937500 Penalty: 4532.760254
	Iteration 36Q: 3 clusters Score -741242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -741242.062500 Penalty: 4532.760254
	Iteration 37Q: 3 clusters Score -741242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -741242.312500 Penalty: 4532.760254
	Iteration 38Q: 3 clusters Score -741242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -741242.375000 Penalty: 4532.760254
	Iteration 39Q: 3 clusters Score -741242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -741244.312500 Penalty: 4532.760254
	Iteration 40F: 3 clusters Score -741244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -741243.625000 Penalty: 4532.760254
	Iteration 41Q: 3 clusters Score -741243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -741246.250000 Penalty: 4532.760254
	Iteration 42Q: 3 clusters Score -741246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -741245.062500 Penalty: 4532.760254
	Iteration 43Q: 3 clusters Score -741245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -741245.375000 Penalty: 4532.760254
	Iteration 44Q: 3 clusters Score -741245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -741245.625000 Penalty: 4532.760254
	Iteration 45Q: 3 clusters Score -741245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -741244.125000 Penalty: 4532.760254
	Iteration 46Q: 3 clusters Score -741244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -741244.312500 Penalty: 4532.760254
	Iteration 47Q: 3 clusters Score -741244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -741245.062500 Penalty: 4532.760254
	Iteration 48Q: 3 clusters Score -741245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -741245.687500 Penalty: 4532.760254
	Iteration 49Q: 3 clusters Score -741245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -741247.812500 Penalty: 4532.760254
	Iteration 50Q: 3 clusters Score -741247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -741247.812500 Penalty: 4532.760254
	Iteration 51F: 3 clusters Score -741247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (32959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Entering Unmasked Estep 
Score: -3283739.250000 Penalty: 2579.948975
	Iteration 0F: 2 clusters Score -3283739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3261278.500000 Penalty: 5159.897949
	Iteration 0F: 3 clusters Score -3261278 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3269314.750000 Penalty: 5159.897949
	Iteration 1F: 3 clusters Score -3269315 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3269722.500000 Penalty: 5159.897949
	Iteration 2Q: 3 clusters Score -3269722 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3270059.250000 Penalty: 5159.897949
	Iteration 3Q: 3 clusters Score -3270059 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3270444.250000 Penalty: 5159.897949
	Iteration 4Q: 3 clusters Score -3270444 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3270900.000000 Penalty: 5159.897949
	Iteration 5Q: 3 clusters Score -3270900 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3271447.000000 Penalty: 5159.897949
	Iteration 6Q: 3 clusters Score -3271447 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3272191.750000 Penalty: 5159.897949
	Iteration 7Q: 3 clusters Score -3272192 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3273380.500000 Penalty: 5159.897949
	Iteration 8F: 3 clusters Score -3273380 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3274982.500000 Penalty: 5159.897949
	Iteration 9F: 3 clusters Score -3274982 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3276956.500000 Penalty: 5159.897949
	Iteration 10F: 3 clusters Score -3276956 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3278723.250000 Penalty: 5159.897949
	Iteration 11F: 3 clusters Score -3278723 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3280037.250000 Penalty: 5159.897949
	Iteration 12Q: 3 clusters Score -3280037 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3280836.750000 Penalty: 5159.897949
	Iteration 13Q: 3 clusters Score -3280837 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3281244.750000 Penalty: 5159.897949
	Iteration 14Q: 3 clusters Score -3281245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3281463.250000 Penalty: 5159.897949
	Iteration 15Q: 3 clusters Score -3281463 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3281595.750000 Penalty: 5159.897949
	Iteration 16Q: 3 clusters Score -3281596 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3281682.500000 Penalty: 5159.897949
	Iteration 17Q: 3 clusters Score -3281682 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3281745.000000 Penalty: 5159.897949
	Iteration 18Q: 3 clusters Score -3281745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3281785.500000 Penalty: 5159.897949
	Iteration 19Q: 3 clusters Score -3281786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3281822.500000 Penalty: 5159.897949
	Iteration 20F: 3 clusters Score -3281822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3281858.750000 Penalty: 5159.897949
	Iteration 21Q: 3 clusters Score -3281859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3281893.000000 Penalty: 5159.897949
	Iteration 22Q: 3 clusters Score -3281893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3281918.250000 Penalty: 5159.897949
	Iteration 23Q: 3 clusters Score -3281918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3281943.000000 Penalty: 5159.897949
	Iteration 24Q: 3 clusters Score -3281943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3281950.750000 Penalty: 5159.897949
	Iteration 25Q: 3 clusters Score -3281951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3281960.250000 Penalty: 5159.897949
	Iteration 26Q: 3 clusters Score -3281960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3281969.250000 Penalty: 5159.897949
	Iteration 27Q: 3 clusters Score -3281969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3281977.500000 Penalty: 5159.897949
	Iteration 28Q: 3 clusters Score -3281978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -3281981.250000 Penalty: 5159.897949
	Iteration 29Q: 3 clusters Score -3281981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3281981.500000 Penalty: 5159.897949
	Iteration 30Q: 3 clusters Score -3281982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3281986.250000 Penalty: 5159.897949
	Iteration 31Q: 3 clusters Score -3281986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -3281986.000000 Penalty: 5159.897949
	Iteration 32Q: 3 clusters Score -3281986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3281989.750000 Penalty: 5159.897949
	Iteration 33Q: 3 clusters Score -3281990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3281993.750000 Penalty: 5159.897949
	Iteration 34Q: 3 clusters Score -3281994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3281997.750000 Penalty: 5159.897949
	Iteration 35Q: 3 clusters Score -3281998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3282000.750000 Penalty: 5159.897949
	Iteration 36Q: 3 clusters Score -3282001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3282000.500000 Penalty: 5159.897949
	Iteration 37Q: 3 clusters Score -3282000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3282004.000000 Penalty: 5159.897949
	Iteration 38Q: 3 clusters Score -3282004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -3282006.750000 Penalty: 5159.897949
	Iteration 39Q: 3 clusters Score -3282007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3282006.750000 Penalty: 5159.897949
	Iteration 40F: 3 clusters Score -3282007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3282010.500000 Penalty: 5159.897949
	Iteration 41Q: 3 clusters Score -3282010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3282016.500000 Penalty: 5159.897949
	Iteration 42Q: 3 clusters Score -3282016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3282016.500000 Penalty: 5159.897949
	Iteration 43Q: 3 clusters Score -3282016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3282017.250000 Penalty: 5159.897949
	Iteration 44Q: 3 clusters Score -3282017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3282018.250000 Penalty: 5159.897949
	Iteration 45Q: 3 clusters Score -3282018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3282025.250000 Penalty: 5159.897949
	Iteration 46Q: 3 clusters Score -3282025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3282026.250000 Penalty: 5159.897949
	Iteration 47Q: 3 clusters Score -3282026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3282027.750000 Penalty: 5159.897949
	Iteration 48Q: 3 clusters Score -3282028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3282037.250000 Penalty: 5159.897949
	Iteration 49Q: 3 clusters Score -3282037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3282042.250000 Penalty: 5159.897949
	Iteration 50Q: 3 clusters Score -3282042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3282048.250000 Penalty: 5159.897949
	Iteration 51Q: 3 clusters Score -3282048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3282046.000000 Penalty: 5159.897949
	Iteration 52Q: 3 clusters Score -3282046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3282050.000000 Penalty: 5159.897949
	Iteration 53Q: 3 clusters Score -3282050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3282056.500000 Penalty: 5159.897949
	Iteration 54Q: 3 clusters Score -3282056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3282060.000000 Penalty: 5159.897949
	Iteration 55Q: 3 clusters Score -3282060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3282059.750000 Penalty: 5159.897949
	Iteration 56Q: 3 clusters Score -3282060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3282059.750000 Penalty: 5159.897949
	Iteration 57F: 3 clusters Score -3282060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -174518.828125 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -174518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -171968.328125 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -171968.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -172460.875000 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -172460.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -172629.781250 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -172629.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -172744.281250 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -172744.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -172849.015625 Penalty: 3728.690430
	Iteration 4Q: 3 clusters Score -172849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -172913.296875 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -172913.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -172950.437500 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -172950.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172991.562500 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -172991.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -173024.906250 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -173024.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173051.656250 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -173051.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173071.906250 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -173071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -173081.281250 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -173081.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -173092.218750 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -173092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173104.593750 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -173104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173112.343750 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -173112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -173119.078125 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -173119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -173125.125000 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -173125.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -173133.093750 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -173133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -173144.984375 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -173145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -173153.531250 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -173153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -173161.078125 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -173161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173166.734375 Penalty: 3728.690430
	Iteration 21Q: 3 clusters Score -173166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -173169.531250 Penalty: 3728.690430
	Iteration 22Q: 3 clusters Score -173169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173170.109375 Penalty: 3728.690430
	Iteration 23Q: 3 clusters Score -173170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -173172.609375 Penalty: 3728.690430
	Iteration 24Q: 3 clusters Score -173172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173175.375000 Penalty: 3728.690430
	Iteration 25Q: 3 clusters Score -173175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173181.250000 Penalty: 3728.690430
	Iteration 26Q: 3 clusters Score -173181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173188.765625 Penalty: 3728.690430
	Iteration 27Q: 3 clusters Score -173188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173194.187500 Penalty: 3728.690430
	Iteration 28Q: 3 clusters Score -173194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -173203.421875 Penalty: 3728.690430
	Iteration 29Q: 3 clusters Score -173203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -173213.453125 Penalty: 3728.690430
	Iteration 30Q: 3 clusters Score -173213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -173223.140625 Penalty: 3728.690430
	Iteration 31Q: 3 clusters Score -173223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -173229.281250 Penalty: 3728.690430
	Iteration 32Q: 3 clusters Score -173229.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173236.984375 Penalty: 3728.690430
	Iteration 33Q: 3 clusters Score -173237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -173240.234375 Penalty: 3728.690430
	Iteration 34Q: 3 clusters Score -173240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173243.359375 Penalty: 3728.690430
	Iteration 35Q: 3 clusters Score -173243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173250.250000 Penalty: 3728.690430
	Iteration 36Q: 3 clusters Score -173250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173260.125000 Penalty: 3728.690430
	Iteration 37Q: 3 clusters Score -173260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173273.687500 Penalty: 3728.690430
	Iteration 38Q: 3 clusters Score -173273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -173285.250000 Penalty: 3728.690430
	Iteration 39Q: 3 clusters Score -173285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173298.328125 Penalty: 3728.690430
	Iteration 40F: 3 clusters Score -173298.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -173303.859375 Penalty: 3728.690430
	Iteration 41Q: 3 clusters Score -173303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -173305.921875 Penalty: 3728.690430
	Iteration 42Q: 3 clusters Score -173305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -173307.484375 Penalty: 3728.690430
	Iteration 43Q: 3 clusters Score -173307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -173311.718750 Penalty: 3728.690430
	Iteration 44Q: 3 clusters Score -173311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -173313.843750 Penalty: 3728.690430
	Iteration 45Q: 3 clusters Score -173313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173316.171875 Penalty: 3728.690430
	Iteration 46Q: 3 clusters Score -173316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -173318.000000 Penalty: 3728.690430
	Iteration 47Q: 3 clusters Score -173318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173318.406250 Penalty: 3728.690430
	Iteration 48Q: 3 clusters Score -173318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173318.406250 Penalty: 3728.690430
	Iteration 49F: 3 clusters Score -173318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -244689.671875 Penalty: 1928.580688
	Iteration 0F: 2 clusters Score -244689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -241820.640625 Penalty: 3857.161377
	Iteration 0F: 3 clusters Score -241820.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -242324.375000 Penalty: 3857.161377
	Iteration 1F: 3 clusters Score -242324.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -242459.250000 Penalty: 3857.161377
	Iteration 2F: 3 clusters Score -242459.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -242544.906250 Penalty: 3857.161377
	Iteration 3Q: 3 clusters Score -242544.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -242599.968750 Penalty: 3857.161377
	Iteration 4Q: 3 clusters Score -242600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -242637.546875 Penalty: 3857.161377
	Iteration 5Q: 3 clusters Score -242637.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -242664.593750 Penalty: 3857.161377
	Iteration 6Q: 3 clusters Score -242664.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -242687.656250 Penalty: 3857.161377
	Iteration 7Q: 3 clusters Score -242687.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -242702.968750 Penalty: 3857.161377
	Iteration 8Q: 3 clusters Score -242703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -242716.515625 Penalty: 3857.161377
	Iteration 9Q: 3 clusters Score -242716.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -242728.343750 Penalty: 3857.161377
	Iteration 10Q: 3 clusters Score -242728.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -242738.156250 Penalty: 3857.161377
	Iteration 11Q: 3 clusters Score -242738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -242743.562500 Penalty: 3857.161377
	Iteration 12Q: 3 clusters Score -242743.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -242749.656250 Penalty: 3857.161377
	Iteration 13Q: 3 clusters Score -242749.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -242758.296875 Penalty: 3857.161377
	Iteration 14Q: 3 clusters Score -242758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -242764.796875 Penalty: 3857.161377
	Iteration 15Q: 3 clusters Score -242764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -242771.593750 Penalty: 3857.161377
	Iteration 16Q: 3 clusters Score -242771.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -242778.203125 Penalty: 3857.161377
	Iteration 17Q: 3 clusters Score -242778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -242783.656250 Penalty: 3857.161377
	Iteration 18Q: 3 clusters Score -242783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -242786.531250 Penalty: 3857.161377
	Iteration 19Q: 3 clusters Score -242786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -242792.031250 Penalty: 3857.161377
	Iteration 20F: 3 clusters Score -242792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -242794.515625 Penalty: 3857.161377
	Iteration 21Q: 3 clusters Score -242794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -242796.218750 Penalty: 3857.161377
	Iteration 22Q: 3 clusters Score -242796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -242797.343750 Penalty: 3857.161377
	Iteration 23Q: 3 clusters Score -242797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -242797.343750 Penalty: 3857.161377
	Iteration 24Q: 3 clusters Score -242797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -242798.281250 Penalty: 3857.161377
	Iteration 25Q: 3 clusters Score -242798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -242799.390625 Penalty: 3857.161377
	Iteration 26Q: 3 clusters Score -242799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -242800.218750 Penalty: 3857.161377
	Iteration 27Q: 3 clusters Score -242800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -242800.765625 Penalty: 3857.161377
	Iteration 28Q: 3 clusters Score -242800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -242801.437500 Penalty: 3857.161377
	Iteration 29Q: 3 clusters Score -242801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -242801.437500 Penalty: 3857.161377
	Iteration 30F: 3 clusters Score -242801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -443924.968750 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -443925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -439764.968750 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -439765 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -440916.312500 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -440916.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -441248.843750 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -441248.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -441499.375000 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -441499.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -441712.312500 Penalty: 4168.285156
	Iteration 4F: 3 clusters Score -441712.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -441883.281250 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -441883.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -442050.968750 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -442051 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -442167.031250 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -442167 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -442233.250000 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -442233.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -442273.312500 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -442273.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -442313.812500 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -442313.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -442341.343750 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -442341.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -442359.187500 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -442359.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -442376.312500 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -442376.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -442388.812500 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -442388.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -442400.656250 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -442400.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -442409.656250 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -442409.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -442414.093750 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -442414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -442416.593750 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -442416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -442420.281250 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -442420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -442422.062500 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -442422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -442423.500000 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -442423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -442424.625000 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -442424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -442425.468750 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -442425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -442426.875000 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -442426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -442428.593750 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -442428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -442429.187500 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -442429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -442430.437500 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -442430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -442431.093750 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -442431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -442432.687500 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -442432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -442433.812500 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -442433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -442434.437500 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -442434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -442434.937500 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -442434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -442435.937500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -442435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -442435.937500 Penalty: 4168.285156
	Iteration 34F: 3 clusters Score -442435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -540541.062500 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -540541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -535504.312500 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -535504.3 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -536770.312500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -536770.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -537067.562500 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -537067.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -537324.312500 Penalty: 4292.208008
	Iteration 3F: 3 clusters Score -537324.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -537617.375000 Penalty: 4292.208008
	Iteration 4F: 3 clusters Score -537617.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -537905.187500 Penalty: 4292.208008
	Iteration 5F: 3 clusters Score -537905.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -538220.687500 Penalty: 4292.208008
	Iteration 6F: 3 clusters Score -538220.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -538479.375000 Penalty: 4292.208008
	Iteration 7F: 3 clusters Score -538479.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -538669.000000 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -538669 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -538832.562500 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -538832.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -538944.312500 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -538944.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -539003.187500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -539003.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -539041.750000 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -539041.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -539057.375000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -539057.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -539063.625000 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -539063.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -539067.875000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -539067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -539071.750000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -539071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -539076.937500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -539076.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -539082.062500 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -539082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -539085.062500 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -539085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -539086.187500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -539086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -539084.812500 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -539084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -539086.875000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -539086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -539088.562500 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -539088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -539087.812500 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -539087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -539089.562500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -539089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -539089.562500 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -539089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -539089.437500 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -539089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -539090.562500 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -539090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -539090.500000 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -539090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -539091.750000 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -539091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -539091.500000 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -539091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -539091.500000 Penalty: 4292.208008
	Iteration 32F: 3 clusters Score -539091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -52462.894531 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -52462.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50882.773438 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -50882.77 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51130.128906 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -51130.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51218.429688 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -51218.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51254.964844 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -51254.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51274.742188 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -51274.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51292.992188 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -51292.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51304.691406 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -51304.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51306.718750 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -51306.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51310.257812 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -51310.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51314.550781 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -51314.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51314.550781 Penalty: 3143.065674
	Iteration 10F: 3 clusters Score -51314.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -560935.312500 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -560935.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -555848.625000 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -555848.6 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -557172.187500 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -557172.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -557422.750000 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -557422.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -557593.750000 Penalty: 4308.720215
	Iteration 3F: 3 clusters Score -557593.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -557702.437500 Penalty: 4308.720215
	Iteration 4Q: 3 clusters Score -557702.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -557773.875000 Penalty: 4308.720215
	Iteration 5Q: 3 clusters Score -557773.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -557833.562500 Penalty: 4308.720215
	Iteration 6Q: 3 clusters Score -557833.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -557885.250000 Penalty: 4308.720215
	Iteration 7Q: 3 clusters Score -557885.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -557925.562500 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -557925.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -557963.562500 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -557963.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -558000.250000 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -558000.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -558036.687500 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -558036.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -558070.000000 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -558070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -558104.812500 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -558104.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -558138.812500 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -558138.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -558164.437500 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -558164.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -558187.312500 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -558187.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -558210.875000 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -558210.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -558232.687500 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -558232.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -558258.500000 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -558258.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -558279.812500 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -558279.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -558300.562500 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -558300.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -558320.875000 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -558320.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -558343.250000 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -558343.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -558361.687500 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -558361.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -558382.500000 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -558382.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -558399.000000 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -558399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -558420.812500 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -558420.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -558445.500000 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -558445.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -558465.437500 Penalty: 4308.720215
	Iteration 29Q: 3 clusters Score -558465.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -558485.125000 Penalty: 4308.720215
	Iteration 30Q: 3 clusters Score -558485.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -558505.375000 Penalty: 4308.720215
	Iteration 31Q: 3 clusters Score -558505.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -558532.062500 Penalty: 4308.720215
	Iteration 32Q: 3 clusters Score -558532.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -558556.000000 Penalty: 4308.720215
	Iteration 33Q: 3 clusters Score -558556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -558577.187500 Penalty: 4308.720215
	Iteration 34Q: 3 clusters Score -558577.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -558597.937500 Penalty: 4308.720215
	Iteration 35Q: 3 clusters Score -558597.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -558622.187500 Penalty: 4308.720215
	Iteration 36Q: 3 clusters Score -558622.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -558641.625000 Penalty: 4308.720215
	Iteration 37Q: 3 clusters Score -558641.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -558665.187500 Penalty: 4308.720215
	Iteration 38Q: 3 clusters Score -558665.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -558689.937500 Penalty: 4308.720215
	Iteration 39Q: 3 clusters Score -558689.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -558709.062500 Penalty: 4308.720215
	Iteration 40F: 3 clusters Score -558709.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -558728.187500 Penalty: 4308.720215
	Iteration 41Q: 3 clusters Score -558728.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -558755.750000 Penalty: 4308.720215
	Iteration 42Q: 3 clusters Score -558755.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -558780.187500 Penalty: 4308.720215
	Iteration 43Q: 3 clusters Score -558780.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -558807.000000 Penalty: 4308.720215
	Iteration 44Q: 3 clusters Score -558807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -558829.125000 Penalty: 4308.720215
	Iteration 45Q: 3 clusters Score -558829.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -558857.000000 Penalty: 4308.720215
	Iteration 46Q: 3 clusters Score -558857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -558885.437500 Penalty: 4308.720215
	Iteration 47Q: 3 clusters Score -558885.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -558916.625000 Penalty: 4308.720215
	Iteration 48Q: 3 clusters Score -558916.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -558964.500000 Penalty: 4308.720215
	Iteration 49Q: 3 clusters Score -558964.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -559030.187500 Penalty: 4308.720215
	Iteration 50Q: 3 clusters Score -559030.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -559098.750000 Penalty: 4308.720215
	Iteration 51Q: 3 clusters Score -559098.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -559163.562500 Penalty: 4308.720215
	Iteration 52Q: 3 clusters Score -559163.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -559230.625000 Penalty: 4308.720215
	Iteration 53Q: 3 clusters Score -559230.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -559290.625000 Penalty: 4308.720215
	Iteration 54Q: 3 clusters Score -559290.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -559346.375000 Penalty: 4308.720215
	Iteration 55Q: 3 clusters Score -559346.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -559394.375000 Penalty: 4308.720215
	Iteration 56Q: 3 clusters Score -559394.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -559437.312500 Penalty: 4308.720215
	Iteration 57Q: 3 clusters Score -559437.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -559472.125000 Penalty: 4308.720215
	Iteration 58Q: 3 clusters Score -559472.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -559491.437500 Penalty: 4308.720215
	Iteration 59Q: 3 clusters Score -559491.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -559505.125000 Penalty: 4308.720215
	Iteration 60F: 3 clusters Score -559505.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -559516.500000 Penalty: 4308.720215
	Iteration 61Q: 3 clusters Score -559516.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -559526.312500 Penalty: 4308.720215
	Iteration 62Q: 3 clusters Score -559526.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -559538.312500 Penalty: 4308.720215
	Iteration 63Q: 3 clusters Score -559538.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -559545.250000 Penalty: 4308.720215
	Iteration 64Q: 3 clusters Score -559545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -559552.375000 Penalty: 4308.720215
	Iteration 65Q: 3 clusters Score -559552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -559558.062500 Penalty: 4308.720215
	Iteration 66Q: 3 clusters Score -559558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -559565.312500 Penalty: 4308.720215
	Iteration 67Q: 3 clusters Score -559565.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -559569.187500 Penalty: 4308.720215
	Iteration 68Q: 3 clusters Score -559569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -559575.125000 Penalty: 4308.720215
	Iteration 69Q: 3 clusters Score -559575.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -559581.687500 Penalty: 4308.720215
	Iteration 70Q: 3 clusters Score -559581.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -559591.812500 Penalty: 4308.720215
	Iteration 71Q: 3 clusters Score -559591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -559599.562500 Penalty: 4308.720215
	Iteration 72Q: 3 clusters Score -559599.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -559605.062500 Penalty: 4308.720215
	Iteration 73Q: 3 clusters Score -559605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -559613.062500 Penalty: 4308.720215
	Iteration 74Q: 3 clusters Score -559613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -559615.875000 Penalty: 4308.720215
	Iteration 75Q: 3 clusters Score -559615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -559617.437500 Penalty: 4308.720215
	Iteration 76Q: 3 clusters Score -559617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -559617.687500 Penalty: 4308.720215
	Iteration 77Q: 3 clusters Score -559617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -559620.250000 Penalty: 4308.720215
	Iteration 78Q: 3 clusters Score -559620.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -559623.375000 Penalty: 4308.720215
	Iteration 79Q: 3 clusters Score -559623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -559624.062500 Penalty: 4308.720215
	Iteration 80F: 3 clusters Score -559624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -559624.750000 Penalty: 4308.720215
	Iteration 81Q: 3 clusters Score -559624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -559625.312500 Penalty: 4308.720215
	Iteration 82Q: 3 clusters Score -559625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -559626.312500 Penalty: 4308.720215
	Iteration 83Q: 3 clusters Score -559626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -559627.562500 Penalty: 4308.720215
	Iteration 84Q: 3 clusters Score -559627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -559629.312500 Penalty: 4308.720215
	Iteration 85Q: 3 clusters Score -559629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -559630.375000 Penalty: 4308.720215
	Iteration 86Q: 3 clusters Score -559630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -559633.687500 Penalty: 4308.720215
	Iteration 87Q: 3 clusters Score -559633.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -559635.500000 Penalty: 4308.720215
	Iteration 88Q: 3 clusters Score -559635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -559636.375000 Penalty: 4308.720215
	Iteration 89Q: 3 clusters Score -559636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -559636.375000 Penalty: 4308.720215
	Iteration 90Q: 3 clusters Score -559636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -559636.812500 Penalty: 4308.720215
	Iteration 91Q: 3 clusters Score -559636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -559637.562500 Penalty: 4308.720215
	Iteration 92Q: 3 clusters Score -559637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -559637.687500 Penalty: 4308.720215
	Iteration 93Q: 3 clusters Score -559637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -559637.687500 Penalty: 4308.720215
	Iteration 94Q: 3 clusters Score -559637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -559638.750000 Penalty: 4308.720215
	Iteration 95Q: 3 clusters Score -559638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -559637.750000 Penalty: 4308.720215
	Iteration 96Q: 3 clusters Score -559637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -559637.875000 Penalty: 4308.720215
	Iteration 97Q: 3 clusters Score -559637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -559639.125000 Penalty: 4308.720215
	Iteration 98Q: 3 clusters Score -559639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -559641.625000 Penalty: 4308.720215
	Iteration 99Q: 3 clusters Score -559641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -559642.187500 Penalty: 4308.720215
	Iteration 100F: 3 clusters Score -559642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -331934.593750 Penalty: 2061.774658
	Iteration 0F: 2 clusters Score -331934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -328083.750000 Penalty: 4123.549316
	Iteration 0F: 3 clusters Score -328083.8 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -329198.750000 Penalty: 4123.549316
	Iteration 1F: 3 clusters Score -329198.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -329649.781250 Penalty: 4123.549316
	Iteration 2F: 3 clusters Score -329649.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -330013.343750 Penalty: 4123.549316
	Iteration 3F: 3 clusters Score -330013.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -330255.031250 Penalty: 4123.549316
	Iteration 4F: 3 clusters Score -330255 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -330409.656250 Penalty: 4123.549316
	Iteration 5Q: 3 clusters Score -330409.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -330499.625000 Penalty: 4123.549316
	Iteration 6Q: 3 clusters Score -330499.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -330543.656250 Penalty: 4123.549316
	Iteration 7Q: 3 clusters Score -330543.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -330583.250000 Penalty: 4123.549316
	Iteration 8Q: 3 clusters Score -330583.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -330633.687500 Penalty: 4123.549316
	Iteration 9Q: 3 clusters Score -330633.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -330666.937500 Penalty: 4123.549316
	Iteration 10Q: 3 clusters Score -330666.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -330690.343750 Penalty: 4123.549316
	Iteration 11Q: 3 clusters Score -330690.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -330705.187500 Penalty: 4123.549316
	Iteration 12Q: 3 clusters Score -330705.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -330720.218750 Penalty: 4123.549316
	Iteration 13Q: 3 clusters Score -330720.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -330732.031250 Penalty: 4123.549316
	Iteration 14Q: 3 clusters Score -330732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -330747.406250 Penalty: 4123.549316
	Iteration 15Q: 3 clusters Score -330747.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -330756.000000 Penalty: 4123.549316
	Iteration 16Q: 3 clusters Score -330756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -330764.000000 Penalty: 4123.549316
	Iteration 17Q: 3 clusters Score -330764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -330768.781250 Penalty: 4123.549316
	Iteration 18Q: 3 clusters Score -330768.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -330775.500000 Penalty: 4123.549316
	Iteration 19Q: 3 clusters Score -330775.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -330783.781250 Penalty: 4123.549316
	Iteration 20F: 3 clusters Score -330783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -330789.750000 Penalty: 4123.549316
	Iteration 21Q: 3 clusters Score -330789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -330794.687500 Penalty: 4123.549316
	Iteration 22Q: 3 clusters Score -330794.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -330797.625000 Penalty: 4123.549316
	Iteration 23Q: 3 clusters Score -330797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -330799.312500 Penalty: 4123.549316
	Iteration 24Q: 3 clusters Score -330799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -330802.656250 Penalty: 4123.549316
	Iteration 25Q: 3 clusters Score -330802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -330805.687500 Penalty: 4123.549316
	Iteration 26Q: 3 clusters Score -330805.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -330809.906250 Penalty: 4123.549316
	Iteration 27Q: 3 clusters Score -330809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -330812.718750 Penalty: 4123.549316
	Iteration 28Q: 3 clusters Score -330812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -330814.062500 Penalty: 4123.549316
	Iteration 29Q: 3 clusters Score -330814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -330815.843750 Penalty: 4123.549316
	Iteration 30Q: 3 clusters Score -330815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -330817.593750 Penalty: 4123.549316
	Iteration 31Q: 3 clusters Score -330817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -330820.093750 Penalty: 4123.549316
	Iteration 32Q: 3 clusters Score -330820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -330823.156250 Penalty: 4123.549316
	Iteration 33Q: 3 clusters Score -330823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -330824.750000 Penalty: 4123.549316
	Iteration 34Q: 3 clusters Score -330824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -330825.468750 Penalty: 4123.549316
	Iteration 35Q: 3 clusters Score -330825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -330826.812500 Penalty: 4123.549316
	Iteration 36Q: 3 clusters Score -330826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -330828.062500 Penalty: 4123.549316
	Iteration 37Q: 3 clusters Score -330828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -330829.281250 Penalty: 4123.549316
	Iteration 38Q: 3 clusters Score -330829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -330829.281250 Penalty: 4123.549316
	Iteration 39F: 3 clusters Score -330829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -361523.281250 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -361523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -357818.968750 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -357819 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -358677.125000 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -358677.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -358930.156250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -358930.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -359124.531250 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -359124.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -359297.343750 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -359297.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -359475.343750 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -359475.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -359604.843750 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -359604.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -359718.187500 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -359718.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -359824.000000 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -359824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359895.687500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -359895.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -359950.718750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -359950.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -359995.281250 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -359995.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -360025.031250 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -360025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -360047.781250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -360047.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -360060.937500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -360060.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -360071.937500 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -360071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -360078.687500 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -360078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -360082.218750 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -360082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -360084.562500 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -360084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -360085.562500 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -360085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -360087.468750 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -360087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -360090.781250 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -360090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -360093.343750 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -360093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -360096.375000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -360096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -360098.281250 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -360098.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -360100.750000 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -360100.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -360103.750000 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -360103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -360106.031250 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -360106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360107.656250 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -360107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -360109.906250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -360109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -360111.218750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -360111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -360110.875000 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -360110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -360111.687500 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -360111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -360111.687500 Penalty: 4076.785645
	Iteration 33F: 3 clusters Score -360111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Entering Unmasked Estep 
Score: -936870.625000 Penalty: 2255.737305
	Iteration 0F: 2 clusters Score -936870.6 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 4461 members 
Entering Unmasked Estep 
Score: -929884.500000 Penalty: 4511.474609
	Iteration 0F: 3 clusters Score -929884.5 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -931895.875000 Penalty: 4511.474609
	Iteration 1F: 3 clusters Score -931895.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -932399.625000 Penalty: 4511.474609
	Iteration 2F: 3 clusters Score -932399.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -932916.375000 Penalty: 4511.474609
	Iteration 3F: 3 clusters Score -932916.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -933401.125000 Penalty: 4511.474609
	Iteration 4F: 3 clusters Score -933401.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -933811.687500 Penalty: 4511.474609
	Iteration 5F: 3 clusters Score -933811.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -934153.375000 Penalty: 4511.474609
	Iteration 6F: 3 clusters Score -934153.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -934396.812500 Penalty: 4511.474609
	Iteration 7Q: 3 clusters Score -934396.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -934548.625000 Penalty: 4511.474609
	Iteration 8Q: 3 clusters Score -934548.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -934632.812500 Penalty: 4511.474609
	Iteration 9Q: 3 clusters Score -934632.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -934674.375000 Penalty: 4511.474609
	Iteration 10Q: 3 clusters Score -934674.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -934702.750000 Penalty: 4511.474609
	Iteration 11Q: 3 clusters Score -934702.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -934728.250000 Penalty: 4511.474609
	Iteration 12Q: 3 clusters Score -934728.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -934743.125000 Penalty: 4511.474609
	Iteration 13Q: 3 clusters Score -934743.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -934756.375000 Penalty: 4511.474609
	Iteration 14Q: 3 clusters Score -934756.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -934766.750000 Penalty: 4511.474609
	Iteration 15Q: 3 clusters Score -934766.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -934775.625000 Penalty: 4511.474609
	Iteration 16Q: 3 clusters Score -934775.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -934780.437500 Penalty: 4511.474609
	Iteration 17Q: 3 clusters Score -934780.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -934784.125000 Penalty: 4511.474609
	Iteration 18Q: 3 clusters Score -934784.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -934791.750000 Penalty: 4511.474609
	Iteration 19Q: 3 clusters Score -934791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -934791.687500 Penalty: 4511.474609
	Iteration 20F: 3 clusters Score -934791.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -934793.875000 Penalty: 4511.474609
	Iteration 21Q: 3 clusters Score -934793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -934796.250000 Penalty: 4511.474609
	Iteration 22Q: 3 clusters Score -934796.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -934800.562500 Penalty: 4511.474609
	Iteration 23Q: 3 clusters Score -934800.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -934803.875000 Penalty: 4511.474609
	Iteration 24Q: 3 clusters Score -934803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -934807.937500 Penalty: 4511.474609
	Iteration 25Q: 3 clusters Score -934807.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -934814.187500 Penalty: 4511.474609
	Iteration 26Q: 3 clusters Score -934814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -934814.500000 Penalty: 4511.474609
	Iteration 27Q: 3 clusters Score -934814.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -934816.875000 Penalty: 4511.474609
	Iteration 28Q: 3 clusters Score -934816.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -934820.937500 Penalty: 4511.474609
	Iteration 29Q: 3 clusters Score -934820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -934825.062500 Penalty: 4511.474609
	Iteration 30Q: 3 clusters Score -934825.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -934828.562500 Penalty: 4511.474609
	Iteration 31Q: 3 clusters Score -934828.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -934832.625000 Penalty: 4511.474609
	Iteration 32Q: 3 clusters Score -934832.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -934840.375000 Penalty: 4511.474609
	Iteration 33Q: 3 clusters Score -934840.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -934848.250000 Penalty: 4511.474609
	Iteration 34Q: 3 clusters Score -934848.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -934853.250000 Penalty: 4511.474609
	Iteration 35Q: 3 clusters Score -934853.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -934863.250000 Penalty: 4511.474609
	Iteration 36Q: 3 clusters Score -934863.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -934866.562500 Penalty: 4511.474609
	Iteration 37Q: 3 clusters Score -934866.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -934873.437500 Penalty: 4511.474609
	Iteration 38Q: 3 clusters Score -934873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -934878.250000 Penalty: 4511.474609
	Iteration 39Q: 3 clusters Score -934878.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -934887.062500 Penalty: 4511.474609
	Iteration 40F: 3 clusters Score -934887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -934889.312500 Penalty: 4511.474609
	Iteration 41Q: 3 clusters Score -934889.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -934894.375000 Penalty: 4511.474609
	Iteration 42Q: 3 clusters Score -934894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -934897.562500 Penalty: 4511.474609
	Iteration 43Q: 3 clusters Score -934897.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -934901.500000 Penalty: 4511.474609
	Iteration 44Q: 3 clusters Score -934901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -934904.812500 Penalty: 4511.474609
	Iteration 45Q: 3 clusters Score -934904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -934908.562500 Penalty: 4511.474609
	Iteration 46Q: 3 clusters Score -934908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -934910.875000 Penalty: 4511.474609
	Iteration 47Q: 3 clusters Score -934910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -934913.625000 Penalty: 4511.474609
	Iteration 48Q: 3 clusters Score -934913.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -934915.625000 Penalty: 4511.474609
	Iteration 49Q: 3 clusters Score -934915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -934918.062500 Penalty: 4511.474609
	Iteration 50Q: 3 clusters Score -934918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -934921.812500 Penalty: 4511.474609
	Iteration 51Q: 3 clusters Score -934921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -934924.312500 Penalty: 4511.474609
	Iteration 52Q: 3 clusters Score -934924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -934925.562500 Penalty: 4511.474609
	Iteration 53Q: 3 clusters Score -934925.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -934928.562500 Penalty: 4511.474609
	Iteration 54Q: 3 clusters Score -934928.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -934932.937500 Penalty: 4511.474609
	Iteration 55Q: 3 clusters Score -934932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -934937.875000 Penalty: 4511.474609
	Iteration 56Q: 3 clusters Score -934937.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -934940.812500 Penalty: 4511.474609
	Iteration 57Q: 3 clusters Score -934940.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -934944.250000 Penalty: 4511.474609
	Iteration 58Q: 3 clusters Score -934944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -934946.875000 Penalty: 4511.474609
	Iteration 59Q: 3 clusters Score -934946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -934950.375000 Penalty: 4511.474609
	Iteration 60F: 3 clusters Score -934950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -934950.312500 Penalty: 4511.474609
	Iteration 61Q: 3 clusters Score -934950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -934953.500000 Penalty: 4511.474609
	Iteration 62Q: 3 clusters Score -934953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -934957.500000 Penalty: 4511.474609
	Iteration 63Q: 3 clusters Score -934957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -934958.437500 Penalty: 4511.474609
	Iteration 64Q: 3 clusters Score -934958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -934961.125000 Penalty: 4511.474609
	Iteration 65Q: 3 clusters Score -934961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -934961.750000 Penalty: 4511.474609
	Iteration 66Q: 3 clusters Score -934961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -934966.375000 Penalty: 4511.474609
	Iteration 67Q: 3 clusters Score -934966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -934968.187500 Penalty: 4511.474609
	Iteration 68Q: 3 clusters Score -934968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -934970.937500 Penalty: 4511.474609
	Iteration 69Q: 3 clusters Score -934970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -934969.750000 Penalty: 4511.474609
	Iteration 70Q: 3 clusters Score -934969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -934969.687500 Penalty: 4511.474609
	Iteration 71Q: 3 clusters Score -934969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -934970.312500 Penalty: 4511.474609
	Iteration 72Q: 3 clusters Score -934970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -934970.250000 Penalty: 4511.474609
	Iteration 73Q: 3 clusters Score -934970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -934970.250000 Penalty: 4511.474609
	Iteration 74F: 3 clusters Score -934970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Entering Unmasked Estep 
Score: -3280446.250000 Penalty: 2600.010498
	Iteration 0F: 2 clusters Score -3280446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3256098.750000 Penalty: 5200.020996
	Iteration 0F: 3 clusters Score -3256099 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3265239.250000 Penalty: 5200.020996
	Iteration 1F: 3 clusters Score -3265239 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3265937.750000 Penalty: 5200.020996
	Iteration 2Q: 3 clusters Score -3265938 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3266661.250000 Penalty: 5200.020996
	Iteration 3Q: 3 clusters Score -3266661 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3267547.250000 Penalty: 5200.020996
	Iteration 4F: 3 clusters Score -3267547 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3268739.000000 Penalty: 5200.020996
	Iteration 5F: 3 clusters Score -3268739 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3270250.000000 Penalty: 5200.020996
	Iteration 6F: 3 clusters Score -3270250 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3272098.750000 Penalty: 5200.020996
	Iteration 7F: 3 clusters Score -3272099 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3274081.000000 Penalty: 5200.020996
	Iteration 8F: 3 clusters Score -3274081 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3275824.250000 Penalty: 5200.020996
	Iteration 9F: 3 clusters Score -3275824 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3277095.250000 Penalty: 5200.020996
	Iteration 10Q: 3 clusters Score -3277095 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3277849.000000 Penalty: 5200.020996
	Iteration 11Q: 3 clusters Score -3277849 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3278201.750000 Penalty: 5200.020996
	Iteration 12Q: 3 clusters Score -3278202 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3278412.000000 Penalty: 5200.020996
	Iteration 13Q: 3 clusters Score -3278412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3278558.750000 Penalty: 5200.020996
	Iteration 14Q: 3 clusters Score -3278559 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3278648.000000 Penalty: 5200.020996
	Iteration 15Q: 3 clusters Score -3278648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3278721.000000 Penalty: 5200.020996
	Iteration 16Q: 3 clusters Score -3278721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3278767.000000 Penalty: 5200.020996
	Iteration 17Q: 3 clusters Score -3278767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3278804.000000 Penalty: 5200.020996
	Iteration 18Q: 3 clusters Score -3278804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3278837.750000 Penalty: 5200.020996
	Iteration 19Q: 3 clusters Score -3278838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3278864.250000 Penalty: 5200.020996
	Iteration 20F: 3 clusters Score -3278864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3278883.250000 Penalty: 5200.020996
	Iteration 21Q: 3 clusters Score -3278883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3278897.000000 Penalty: 5200.020996
	Iteration 22Q: 3 clusters Score -3278897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3278899.500000 Penalty: 5200.020996
	Iteration 23Q: 3 clusters Score -3278900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3278913.250000 Penalty: 5200.020996
	Iteration 24Q: 3 clusters Score -3278913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3278911.250000 Penalty: 5200.020996
	Iteration 25Q: 3 clusters Score -3278911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3278912.750000 Penalty: 5200.020996
	Iteration 26Q: 3 clusters Score -3278913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3278914.750000 Penalty: 5200.020996
	Iteration 27Q: 3 clusters Score -3278915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3278914.750000 Penalty: 5200.020996
	Iteration 28Q: 3 clusters Score -3278915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3278920.250000 Penalty: 5200.020996
	Iteration 29Q: 3 clusters Score -3278920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3278920.000000 Penalty: 5200.020996
	Iteration 30Q: 3 clusters Score -3278920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3278919.500000 Penalty: 5200.020996
	Iteration 31Q: 3 clusters Score -3278920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3278919.500000 Penalty: 5200.020996
	Iteration 32Q: 3 clusters Score -3278920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3278922.250000 Penalty: 5200.020996
	Iteration 33Q: 3 clusters Score -3278922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3278927.500000 Penalty: 5200.020996
	Iteration 34Q: 3 clusters Score -3278928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3278929.500000 Penalty: 5200.020996
	Iteration 35Q: 3 clusters Score -3278930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3278929.750000 Penalty: 5200.020996
	Iteration 36Q: 3 clusters Score -3278930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3278930.250000 Penalty: 5200.020996
	Iteration 37Q: 3 clusters Score -3278930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3278933.500000 Penalty: 5200.020996
	Iteration 38Q: 3 clusters Score -3278934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3278934.500000 Penalty: 5200.020996
	Iteration 39Q: 3 clusters Score -3278934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3278936.750000 Penalty: 5200.020996
	Iteration 40F: 3 clusters Score -3278937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -347534.343750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -347534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -343976.375000 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -343976.4 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -344749.468750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -344749.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -344915.562500 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -344915.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -345010.937500 Penalty: 4042.202637
	Iteration 3Q: 3 clusters Score -345010.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -345078.000000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -345078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -345125.125000 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -345125.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -345158.906250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -345158.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -345182.812500 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -345182.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -345200.812500 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -345200.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -345213.093750 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -345213.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -345221.218750 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -345221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -345230.843750 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -345230.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -345241.375000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -345241.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -345253.437500 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -345253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -345261.906250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -345261.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -345272.500000 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -345272.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -345289.000000 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -345289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -345301.031250 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -345301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -345317.250000 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -345317.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -345337.062500 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -345337.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -345356.656250 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -345356.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -345371.468750 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -345371.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -345384.125000 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -345384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -345390.437500 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -345390.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -345400.312500 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -345400.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345409.843750 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -345409.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -345419.687500 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -345419.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -345428.062500 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -345428.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -345442.500000 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -345442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -345457.250000 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -345457.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -345471.187500 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -345471.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345490.125000 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -345490.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -345509.562500 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -345509.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345528.843750 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -345528.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -345540.531250 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -345540.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -345553.593750 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -345553.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -345566.125000 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -345566.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -345578.343750 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -345578.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -345590.031250 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -345590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -345603.250000 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -345603.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -345615.593750 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -345615.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -345624.437500 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -345624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -345634.000000 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -345634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -345641.281250 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -345641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -345645.781250 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -345645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -345649.093750 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -345649.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -345653.812500 Penalty: 4042.202637
	Iteration 46Q: 3 clusters Score -345653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -345657.906250 Penalty: 4042.202637
	Iteration 47Q: 3 clusters Score -345657.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -345664.593750 Penalty: 4042.202637
	Iteration 48Q: 3 clusters Score -345664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -345672.125000 Penalty: 4042.202637
	Iteration 49Q: 3 clusters Score -345672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -345676.968750 Penalty: 4042.202637
	Iteration 50Q: 3 clusters Score -345677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -345683.500000 Penalty: 4042.202637
	Iteration 51Q: 3 clusters Score -345683.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -345688.937500 Penalty: 4042.202637
	Iteration 52Q: 3 clusters Score -345688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -345694.562500 Penalty: 4042.202637
	Iteration 53Q: 3 clusters Score -345694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -345701.968750 Penalty: 4042.202637
	Iteration 54Q: 3 clusters Score -345702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -345710.375000 Penalty: 4042.202637
	Iteration 55Q: 3 clusters Score -345710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -345715.218750 Penalty: 4042.202637
	Iteration 56Q: 3 clusters Score -345715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -345718.593750 Penalty: 4042.202637
	Iteration 57Q: 3 clusters Score -345718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -345720.625000 Penalty: 4042.202637
	Iteration 58Q: 3 clusters Score -345720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -345724.312500 Penalty: 4042.202637
	Iteration 59Q: 3 clusters Score -345724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -345725.750000 Penalty: 4042.202637
	Iteration 60F: 3 clusters Score -345725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -345727.250000 Penalty: 4042.202637
	Iteration 61Q: 3 clusters Score -345727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -345730.656250 Penalty: 4042.202637
	Iteration 62Q: 3 clusters Score -345730.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -345736.843750 Penalty: 4042.202637
	Iteration 63Q: 3 clusters Score -345736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -345741.000000 Penalty: 4042.202637
	Iteration 64Q: 3 clusters Score -345741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -345743.000000 Penalty: 4042.202637
	Iteration 65Q: 3 clusters Score -345743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -345743.031250 Penalty: 4042.202637
	Iteration 66Q: 3 clusters Score -345743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -345744.343750 Penalty: 4042.202637
	Iteration 67Q: 3 clusters Score -345744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -345744.437500 Penalty: 4042.202637
	Iteration 68Q: 3 clusters Score -345744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -345745.250000 Penalty: 4042.202637
	Iteration 69Q: 3 clusters Score -345745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -345745.250000 Penalty: 4042.202637
	Iteration 70F: 3 clusters Score -345745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -231399.015625 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -231399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -228582.906250 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -228582.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -229109.171875 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -229109.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -229232.406250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -229232.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -229287.265625 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -229287.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -229323.812500 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -229323.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229358.218750 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -229358.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229384.640625 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -229384.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -229404.156250 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -229404.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -229422.140625 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -229422.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -229433.546875 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -229433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229442.750000 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -229442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -229447.000000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -229447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -229450.250000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -229450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229451.703125 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -229451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229452.203125 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -229452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229452.203125 Penalty: 3852.562988
	Iteration 15F: 3 clusters Score -229452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -714156.062500 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -714156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -708258.562500 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -708258.6 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -709770.750000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -709770.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -710035.500000 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -710035.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -710234.875000 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -710234.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -710408.562500 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -710408.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -710547.187500 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -710547.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -710675.000000 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -710675 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -710801.562500 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -710801.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -710916.937500 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -710916.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -711003.312500 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -711003.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -711105.187500 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -711105.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -711217.187500 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -711217.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -711351.187500 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -711351.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -711496.250000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -711496.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -711655.500000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -711655.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -711801.750000 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -711801.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -711927.500000 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -711927.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -712052.312500 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -712052.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -712203.562500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -712203.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -712336.125000 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -712336.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -712428.250000 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -712428.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -712504.125000 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -712504.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -712549.812500 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -712549.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -712573.062500 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -712573.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -712585.000000 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -712585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -712595.312500 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -712595.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -712607.562500 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -712607.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -712618.187500 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -712618.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -712625.062500 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -712625.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -712633.062500 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -712633.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -712636.000000 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -712636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -712641.875000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -712641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -712645.125000 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -712645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -712650.437500 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -712650.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -712653.375000 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -712653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -712654.312500 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -712654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -712657.250000 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -712657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -712657.937500 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -712657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -712662.312500 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -712662.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -712664.250000 Penalty: 4406.972656
	Iteration 39Q: 3 clusters Score -712664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -712665.875000 Penalty: 4406.972656
	Iteration 40F: 3 clusters Score -712665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -712669.937500 Penalty: 4406.972656
	Iteration 41Q: 3 clusters Score -712669.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -712674.375000 Penalty: 4406.972656
	Iteration 42Q: 3 clusters Score -712674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -712678.000000 Penalty: 4406.972656
	Iteration 43Q: 3 clusters Score -712678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -712684.875000 Penalty: 4406.972656
	Iteration 44Q: 3 clusters Score -712684.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -712688.062500 Penalty: 4406.972656
	Iteration 45Q: 3 clusters Score -712688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -712691.625000 Penalty: 4406.972656
	Iteration 46Q: 3 clusters Score -712691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -712692.625000 Penalty: 4406.972656
	Iteration 47Q: 3 clusters Score -712692.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -712695.375000 Penalty: 4406.972656
	Iteration 48Q: 3 clusters Score -712695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -712695.437500 Penalty: 4406.972656
	Iteration 49Q: 3 clusters Score -712695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -712697.562500 Penalty: 4406.972656
	Iteration 50Q: 3 clusters Score -712697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -712698.125000 Penalty: 4406.972656
	Iteration 51Q: 3 clusters Score -712698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -712698.125000 Penalty: 4406.972656
	Iteration 52F: 3 clusters Score -712698.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -280458.781250 Penalty: 1984.003540
	Iteration 0F: 2 clusters Score -280458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -277207.718750 Penalty: 3968.007080
	Iteration 0F: 3 clusters Score -277207.7 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -277934.312500 Penalty: 3968.007080
	Iteration 1F: 3 clusters Score -277934.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -278139.281250 Penalty: 3968.007080
	Iteration 2F: 3 clusters Score -278139.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -278278.937500 Penalty: 3968.007080
	Iteration 3F: 3 clusters Score -278278.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -278409.687500 Penalty: 3968.007080
	Iteration 4F: 3 clusters Score -278409.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -278515.812500 Penalty: 3968.007080
	Iteration 5Q: 3 clusters Score -278515.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -278611.343750 Penalty: 3968.007080
	Iteration 6Q: 3 clusters Score -278611.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -278709.812500 Penalty: 3968.007080
	Iteration 7Q: 3 clusters Score -278709.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -278792.625000 Penalty: 3968.007080
	Iteration 8Q: 3 clusters Score -278792.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -278872.593750 Penalty: 3968.007080
	Iteration 9Q: 3 clusters Score -278872.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -278947.000000 Penalty: 3968.007080
	Iteration 10Q: 3 clusters Score -278947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -279014.406250 Penalty: 3968.007080
	Iteration 11Q: 3 clusters Score -279014.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -279059.312500 Penalty: 3968.007080
	Iteration 12Q: 3 clusters Score -279059.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -279094.468750 Penalty: 3968.007080
	Iteration 13Q: 3 clusters Score -279094.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -279126.812500 Penalty: 3968.007080
	Iteration 14Q: 3 clusters Score -279126.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -279147.250000 Penalty: 3968.007080
	Iteration 15Q: 3 clusters Score -279147.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -279166.343750 Penalty: 3968.007080
	Iteration 16Q: 3 clusters Score -279166.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -279175.656250 Penalty: 3968.007080
	Iteration 17Q: 3 clusters Score -279175.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -279182.718750 Penalty: 3968.007080
	Iteration 18Q: 3 clusters Score -279182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -279186.625000 Penalty: 3968.007080
	Iteration 19Q: 3 clusters Score -279186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -279188.937500 Penalty: 3968.007080
	Iteration 20F: 3 clusters Score -279188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -279189.937500 Penalty: 3968.007080
	Iteration 21Q: 3 clusters Score -279189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -279190.843750 Penalty: 3968.007080
	Iteration 22Q: 3 clusters Score -279190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -279191.656250 Penalty: 3968.007080
	Iteration 23Q: 3 clusters Score -279191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -279192.656250 Penalty: 3968.007080
	Iteration 24Q: 3 clusters Score -279192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -279192.656250 Penalty: 3968.007080
	Iteration 25F: 3 clusters Score -279192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -712436.000000 Penalty: 2198.281982
	Iteration 0F: 2 clusters Score -712436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -706657.437500 Penalty: 4396.563965
	Iteration 0F: 3 clusters Score -706657.4 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -708232.812500 Penalty: 4396.563965
	Iteration 1F: 3 clusters Score -708232.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -708518.062500 Penalty: 4396.563965
	Iteration 2F: 3 clusters Score -708518.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -708725.250000 Penalty: 4396.563965
	Iteration 3F: 3 clusters Score -708725.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -708905.437500 Penalty: 4396.563965
	Iteration 4Q: 3 clusters Score -708905.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -709095.687500 Penalty: 4396.563965
	Iteration 5Q: 3 clusters Score -709095.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -709264.687500 Penalty: 4396.563965
	Iteration 6Q: 3 clusters Score -709264.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -709430.875000 Penalty: 4396.563965
	Iteration 7Q: 3 clusters Score -709430.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -709617.187500 Penalty: 4396.563965
	Iteration 8Q: 3 clusters Score -709617.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -709805.625000 Penalty: 4396.563965
	Iteration 9Q: 3 clusters Score -709805.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -709962.937500 Penalty: 4396.563965
	Iteration 10Q: 3 clusters Score -709962.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -710107.687500 Penalty: 4396.563965
	Iteration 11Q: 3 clusters Score -710107.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -710240.625000 Penalty: 4396.563965
	Iteration 12Q: 3 clusters Score -710240.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -710367.562500 Penalty: 4396.563965
	Iteration 13Q: 3 clusters Score -710367.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -710482.625000 Penalty: 4396.563965
	Iteration 14Q: 3 clusters Score -710482.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -710575.812500 Penalty: 4396.563965
	Iteration 15Q: 3 clusters Score -710575.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -710641.312500 Penalty: 4396.563965
	Iteration 16Q: 3 clusters Score -710641.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -710692.750000 Penalty: 4396.563965
	Iteration 17Q: 3 clusters Score -710692.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -710728.125000 Penalty: 4396.563965
	Iteration 18Q: 3 clusters Score -710728.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -710751.937500 Penalty: 4396.563965
	Iteration 19Q: 3 clusters Score -710751.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -710779.750000 Penalty: 4396.563965
	Iteration 20F: 3 clusters Score -710779.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -710809.750000 Penalty: 4396.563965
	Iteration 21Q: 3 clusters Score -710809.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -710828.500000 Penalty: 4396.563965
	Iteration 22Q: 3 clusters Score -710828.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -710852.750000 Penalty: 4396.563965
	Iteration 23Q: 3 clusters Score -710852.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -710880.750000 Penalty: 4396.563965
	Iteration 24Q: 3 clusters Score -710880.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -710917.562500 Penalty: 4396.563965
	Iteration 25Q: 3 clusters Score -710917.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -710949.937500 Penalty: 4396.563965
	Iteration 26Q: 3 clusters Score -710949.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -710981.125000 Penalty: 4396.563965
	Iteration 27Q: 3 clusters Score -710981.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -711016.625000 Penalty: 4396.563965
	Iteration 28Q: 3 clusters Score -711016.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -711044.937500 Penalty: 4396.563965
	Iteration 29Q: 3 clusters Score -711044.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -711074.937500 Penalty: 4396.563965
	Iteration 30Q: 3 clusters Score -711074.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -711103.562500 Penalty: 4396.563965
	Iteration 31Q: 3 clusters Score -711103.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -711134.500000 Penalty: 4396.563965
	Iteration 32Q: 3 clusters Score -711134.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -711166.062500 Penalty: 4396.563965
	Iteration 33Q: 3 clusters Score -711166.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -711186.875000 Penalty: 4396.563965
	Iteration 34Q: 3 clusters Score -711186.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -711197.312500 Penalty: 4396.563965
	Iteration 35Q: 3 clusters Score -711197.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -711205.437500 Penalty: 4396.563965
	Iteration 36Q: 3 clusters Score -711205.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -711217.062500 Penalty: 4396.563965
	Iteration 37Q: 3 clusters Score -711217.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -711231.750000 Penalty: 4396.563965
	Iteration 38Q: 3 clusters Score -711231.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -711247.875000 Penalty: 4396.563965
	Iteration 39Q: 3 clusters Score -711247.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -711255.062500 Penalty: 4396.563965
	Iteration 40F: 3 clusters Score -711255.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -711260.562500 Penalty: 4396.563965
	Iteration 41Q: 3 clusters Score -711260.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -711270.250000 Penalty: 4396.563965
	Iteration 42Q: 3 clusters Score -711270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -711286.125000 Penalty: 4396.563965
	Iteration 43Q: 3 clusters Score -711286.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -711296.437500 Penalty: 4396.563965
	Iteration 44Q: 3 clusters Score -711296.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -711307.250000 Penalty: 4396.563965
	Iteration 45Q: 3 clusters Score -711307.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -711316.625000 Penalty: 4396.563965
	Iteration 46Q: 3 clusters Score -711316.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -711327.437500 Penalty: 4396.563965
	Iteration 47Q: 3 clusters Score -711327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -711342.937500 Penalty: 4396.563965
	Iteration 48Q: 3 clusters Score -711342.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -711355.125000 Penalty: 4396.563965
	Iteration 49Q: 3 clusters Score -711355.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -711364.375000 Penalty: 4396.563965
	Iteration 50Q: 3 clusters Score -711364.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -711373.062500 Penalty: 4396.563965
	Iteration 51Q: 3 clusters Score -711373.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -711381.437500 Penalty: 4396.563965
	Iteration 52Q: 3 clusters Score -711381.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -711388.875000 Penalty: 4396.563965
	Iteration 53Q: 3 clusters Score -711388.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -711394.875000 Penalty: 4396.563965
	Iteration 54Q: 3 clusters Score -711394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -711396.937500 Penalty: 4396.563965
	Iteration 55Q: 3 clusters Score -711396.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -711399.187500 Penalty: 4396.563965
	Iteration 56Q: 3 clusters Score -711399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -711399.125000 Penalty: 4396.563965
	Iteration 57Q: 3 clusters Score -711399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -711400.000000 Penalty: 4396.563965
	Iteration 58Q: 3 clusters Score -711400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -711399.687500 Penalty: 4396.563965
	Iteration 59Q: 3 clusters Score -711399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -711402.187500 Penalty: 4396.563965
	Iteration 60F: 3 clusters Score -711402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -46500.488281 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -46500.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44996.253906 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -44996.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45191.656250 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -45191.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45306.500000 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -45306.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45401.859375 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -45401.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45491.375000 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -45491.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45540.394531 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -45540.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45568.359375 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -45568.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45587.382812 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -45587.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45630.175781 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -45630.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45669.734375 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -45669.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45709.019531 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -45709.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45777.925781 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -45777.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46004.332031 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -46004.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46223.394531 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -46223.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46384.980469 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -46384.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46430.558594 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -46430.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46464.976562 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -46464.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46469.386719 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -46469.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46470.410156 Penalty: 3092.267822
	Iteration 18F: 3 clusters Score -46470.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46478.738281 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -46478.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46478.738281 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -46478.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (20502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Entering Unmasked Estep 
Score: -1897766.750000 Penalty: 2462.212891
	Iteration 0F: 2 clusters Score -1897767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1883364.750000 Penalty: 4924.425781
	Iteration 0F: 3 clusters Score -1883365 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1888463.500000 Penalty: 4924.425781
	Iteration 1F: 3 clusters Score -1888464 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1889132.750000 Penalty: 4924.425781
	Iteration 2F: 3 clusters Score -1889133 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1889819.500000 Penalty: 4924.425781
	Iteration 3F: 3 clusters Score -1889820 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1890526.875000 Penalty: 4924.425781
	Iteration 4F: 3 clusters Score -1890527 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1891202.875000 Penalty: 4924.425781
	Iteration 5F: 3 clusters Score -1891203 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1891796.625000 Penalty: 4924.425781
	Iteration 6F: 3 clusters Score -1891797 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1892312.375000 Penalty: 4924.425781
	Iteration 7Q: 3 clusters Score -1892312 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1892839.625000 Penalty: 4924.425781
	Iteration 8Q: 3 clusters Score -1892840 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1893349.875000 Penalty: 4924.425781
	Iteration 9Q: 3 clusters Score -1893350 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1893753.250000 Penalty: 4924.425781
	Iteration 10Q: 3 clusters Score -1893753 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1894044.750000 Penalty: 4924.425781
	Iteration 11Q: 3 clusters Score -1894045 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1894263.375000 Penalty: 4924.425781
	Iteration 12Q: 3 clusters Score -1894263 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1894415.250000 Penalty: 4924.425781
	Iteration 13Q: 3 clusters Score -1894415 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1894534.875000 Penalty: 4924.425781
	Iteration 14Q: 3 clusters Score -1894535 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1894615.125000 Penalty: 4924.425781
	Iteration 15Q: 3 clusters Score -1894615 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1894689.250000 Penalty: 4924.425781
	Iteration 16Q: 3 clusters Score -1894689 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1894744.625000 Penalty: 4924.425781
	Iteration 17Q: 3 clusters Score -1894745 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1894796.000000 Penalty: 4924.425781
	Iteration 18Q: 3 clusters Score -1894796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1894854.625000 Penalty: 4924.425781
	Iteration 19Q: 3 clusters Score -1894855 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1894904.875000 Penalty: 4924.425781
	Iteration 20F: 3 clusters Score -1894905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1894951.750000 Penalty: 4924.425781
	Iteration 21Q: 3 clusters Score -1894952 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1894996.125000 Penalty: 4924.425781
	Iteration 22Q: 3 clusters Score -1894996 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1895057.875000 Penalty: 4924.425781
	Iteration 23Q: 3 clusters Score -1895058 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1895130.875000 Penalty: 4924.425781
	Iteration 24Q: 3 clusters Score -1895131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1895205.875000 Penalty: 4924.425781
	Iteration 25Q: 3 clusters Score -1895206 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1895276.375000 Penalty: 4924.425781
	Iteration 26Q: 3 clusters Score -1895276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1895333.125000 Penalty: 4924.425781
	Iteration 27Q: 3 clusters Score -1895333 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1895396.250000 Penalty: 4924.425781
	Iteration 28Q: 3 clusters Score -1895396 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1895458.375000 Penalty: 4924.425781
	Iteration 29Q: 3 clusters Score -1895458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1895517.000000 Penalty: 4924.425781
	Iteration 30Q: 3 clusters Score -1895517 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1895544.750000 Penalty: 4924.425781
	Iteration 31Q: 3 clusters Score -1895545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1895590.875000 Penalty: 4924.425781
	Iteration 32Q: 3 clusters Score -1895591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1895637.625000 Penalty: 4924.425781
	Iteration 33Q: 3 clusters Score -1895638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1895671.750000 Penalty: 4924.425781
	Iteration 34Q: 3 clusters Score -1895672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1895699.375000 Penalty: 4924.425781
	Iteration 35Q: 3 clusters Score -1895699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1895735.000000 Penalty: 4924.425781
	Iteration 36Q: 3 clusters Score -1895735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1895758.625000 Penalty: 4924.425781
	Iteration 37Q: 3 clusters Score -1895759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1895786.250000 Penalty: 4924.425781
	Iteration 38Q: 3 clusters Score -1895786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1895810.875000 Penalty: 4924.425781
	Iteration 39Q: 3 clusters Score -1895811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1895841.000000 Penalty: 4924.425781
	Iteration 40F: 3 clusters Score -1895841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1895865.875000 Penalty: 4924.425781
	Iteration 41Q: 3 clusters Score -1895866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1895895.375000 Penalty: 4924.425781
	Iteration 42Q: 3 clusters Score -1895895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1895916.625000 Penalty: 4924.425781
	Iteration 43Q: 3 clusters Score -1895917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1895941.375000 Penalty: 4924.425781
	Iteration 44Q: 3 clusters Score -1895941 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1895970.500000 Penalty: 4924.425781
	Iteration 45Q: 3 clusters Score -1895970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1896005.375000 Penalty: 4924.425781
	Iteration 46Q: 3 clusters Score -1896005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1896019.750000 Penalty: 4924.425781
	Iteration 47Q: 3 clusters Score -1896020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1896037.000000 Penalty: 4924.425781
	Iteration 48Q: 3 clusters Score -1896037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1896058.500000 Penalty: 4924.425781
	Iteration 49Q: 3 clusters Score -1896058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1896065.750000 Penalty: 4924.425781
	Iteration 50Q: 3 clusters Score -1896066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1896069.250000 Penalty: 4924.425781
	Iteration 51Q: 3 clusters Score -1896069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1896083.875000 Penalty: 4924.425781
	Iteration 52Q: 3 clusters Score -1896084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1896089.625000 Penalty: 4924.425781
	Iteration 53Q: 3 clusters Score -1896090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1896094.000000 Penalty: 4924.425781
	Iteration 54Q: 3 clusters Score -1896094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1896098.500000 Penalty: 4924.425781
	Iteration 55Q: 3 clusters Score -1896098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1896106.375000 Penalty: 4924.425781
	Iteration 56Q: 3 clusters Score -1896106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1896105.250000 Penalty: 4924.425781
	Iteration 57Q: 3 clusters Score -1896105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1896105.000000 Penalty: 4924.425781
	Iteration 58Q: 3 clusters Score -1896105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1896105.875000 Penalty: 4924.425781
	Iteration 59Q: 3 clusters Score -1896106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1896114.125000 Penalty: 4924.425781
	Iteration 60F: 3 clusters Score -1896114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1896115.125000 Penalty: 4924.425781
	Iteration 61Q: 3 clusters Score -1896115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1896112.125000 Penalty: 4924.425781
	Iteration 62Q: 3 clusters Score -1896112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1896113.500000 Penalty: 4924.425781
	Iteration 63Q: 3 clusters Score -1896114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1896115.250000 Penalty: 4924.425781
	Iteration 64Q: 3 clusters Score -1896115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1896115.000000 Penalty: 4924.425781
	Iteration 65Q: 3 clusters Score -1896115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1896115.875000 Penalty: 4924.425781
	Iteration 66Q: 3 clusters Score -1896116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1896115.500000 Penalty: 4924.425781
	Iteration 67Q: 3 clusters Score -1896116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1896116.750000 Penalty: 4924.425781
	Iteration 68Q: 3 clusters Score -1896117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1896119.875000 Penalty: 4924.425781
	Iteration 69Q: 3 clusters Score -1896120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1896120.000000 Penalty: 4924.425781
	Iteration 70Q: 3 clusters Score -1896120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1896120.500000 Penalty: 4924.425781
	Iteration 71Q: 3 clusters Score -1896120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1896120.000000 Penalty: 4924.425781
	Iteration 72Q: 3 clusters Score -1896120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1896124.125000 Penalty: 4924.425781
	Iteration 73Q: 3 clusters Score -1896124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1896122.625000 Penalty: 4924.425781
	Iteration 74Q: 3 clusters Score -1896123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1896122.875000 Penalty: 4924.425781
	Iteration 75Q: 3 clusters Score -1896123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1896124.125000 Penalty: 4924.425781
	Iteration 76Q: 3 clusters Score -1896124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1896126.875000 Penalty: 4924.425781
	Iteration 77Q: 3 clusters Score -1896127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1896125.250000 Penalty: 4924.425781
	Iteration 78Q: 3 clusters Score -1896125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1896125.250000 Penalty: 4924.425781
	Iteration 79F: 3 clusters Score -1896125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -305064.468750 Penalty: 2009.216064
	Iteration 0F: 2 clusters Score -305064.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -301616.781250 Penalty: 4018.432129
	Iteration 0F: 3 clusters Score -301616.8 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -302388.562500 Penalty: 4018.432129
	Iteration 1F: 3 clusters Score -302388.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -302580.406250 Penalty: 4018.432129
	Iteration 2F: 3 clusters Score -302580.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -302702.531250 Penalty: 4018.432129
	Iteration 3F: 3 clusters Score -302702.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -302815.218750 Penalty: 4018.432129
	Iteration 4Q: 3 clusters Score -302815.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -302950.093750 Penalty: 4018.432129
	Iteration 5Q: 3 clusters Score -302950.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -303056.312500 Penalty: 4018.432129
	Iteration 6Q: 3 clusters Score -303056.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303136.937500 Penalty: 4018.432129
	Iteration 7Q: 3 clusters Score -303136.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303226.500000 Penalty: 4018.432129
	Iteration 8Q: 3 clusters Score -303226.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303308.906250 Penalty: 4018.432129
	Iteration 9Q: 3 clusters Score -303308.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303384.187500 Penalty: 4018.432129
	Iteration 10Q: 3 clusters Score -303384.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -303442.718750 Penalty: 4018.432129
	Iteration 11Q: 3 clusters Score -303442.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -303498.000000 Penalty: 4018.432129
	Iteration 12Q: 3 clusters Score -303498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -303558.750000 Penalty: 4018.432129
	Iteration 13Q: 3 clusters Score -303558.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -303609.218750 Penalty: 4018.432129
	Iteration 14Q: 3 clusters Score -303609.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303641.812500 Penalty: 4018.432129
	Iteration 15Q: 3 clusters Score -303641.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -303679.187500 Penalty: 4018.432129
	Iteration 16Q: 3 clusters Score -303679.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -303718.937500 Penalty: 4018.432129
	Iteration 17Q: 3 clusters Score -303718.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -303754.656250 Penalty: 4018.432129
	Iteration 18Q: 3 clusters Score -303754.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -303787.031250 Penalty: 4018.432129
	Iteration 19Q: 3 clusters Score -303787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -303807.875000 Penalty: 4018.432129
	Iteration 20F: 3 clusters Score -303807.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -303830.156250 Penalty: 4018.432129
	Iteration 21Q: 3 clusters Score -303830.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -303850.656250 Penalty: 4018.432129
	Iteration 22Q: 3 clusters Score -303850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -303867.406250 Penalty: 4018.432129
	Iteration 23Q: 3 clusters Score -303867.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -303878.812500 Penalty: 4018.432129
	Iteration 24Q: 3 clusters Score -303878.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -303891.125000 Penalty: 4018.432129
	Iteration 25Q: 3 clusters Score -303891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -303901.656250 Penalty: 4018.432129
	Iteration 26Q: 3 clusters Score -303901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -303907.000000 Penalty: 4018.432129
	Iteration 27Q: 3 clusters Score -303907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -303911.468750 Penalty: 4018.432129
	Iteration 28Q: 3 clusters Score -303911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -303914.625000 Penalty: 4018.432129
	Iteration 29Q: 3 clusters Score -303914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -303917.500000 Penalty: 4018.432129
	Iteration 30Q: 3 clusters Score -303917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -303919.812500 Penalty: 4018.432129
	Iteration 31Q: 3 clusters Score -303919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -303920.687500 Penalty: 4018.432129
	Iteration 32Q: 3 clusters Score -303920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -303921.875000 Penalty: 4018.432129
	Iteration 33Q: 3 clusters Score -303921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -303923.937500 Penalty: 4018.432129
	Iteration 34Q: 3 clusters Score -303923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -303926.718750 Penalty: 4018.432129
	Iteration 35Q: 3 clusters Score -303926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -303930.625000 Penalty: 4018.432129
	Iteration 36Q: 3 clusters Score -303930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -303935.531250 Penalty: 4018.432129
	Iteration 37Q: 3 clusters Score -303935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -303940.406250 Penalty: 4018.432129
	Iteration 38Q: 3 clusters Score -303940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -303943.187500 Penalty: 4018.432129
	Iteration 39Q: 3 clusters Score -303943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303944.593750 Penalty: 4018.432129
	Iteration 40F: 3 clusters Score -303944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303944.843750 Penalty: 4018.432129
	Iteration 41Q: 3 clusters Score -303944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303944.843750 Penalty: 4018.432129
	Iteration 42F: 3 clusters Score -303944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -28187.935547 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -28187.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26824.269531 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -26824.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27023.123047 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -27023.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27080.386719 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -27080.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27142.363281 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -27142.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27175.564453 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -27175.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27194.773438 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -27194.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27213.691406 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -27213.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27225.384766 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -27225.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27255.169922 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -27255.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27272.371094 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -27272.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27331.783203 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -27331.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27360.789062 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -27360.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27392.888672 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -27392.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27411.992188 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -27411.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27421.837891 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -27421.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27425.710938 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -27425.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27428.466797 Penalty: 2935.771240
	Iteration 16Q: 3 clusters Score -27428.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27428.466797 Penalty: 2935.771240
	Iteration 17F: 3 clusters Score -27428.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (55334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Entering Unmasked Estep 
Score: -5133090.000000 Penalty: 2708.443359
	Iteration 0F: 2 clusters Score -5133090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -5095903.000000 Penalty: 5416.886719
	Iteration 0F: 3 clusters Score -5095903 nChanged 25583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -5110316.500000 Penalty: 5416.886719
	Iteration 1F: 3 clusters Score -5110316 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5111370.000000 Penalty: 5416.886719
	Iteration 2Q: 3 clusters Score -5111370 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -5112671.500000 Penalty: 5416.886719
	Iteration 3Q: 3 clusters Score -5112672 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -5114372.500000 Penalty: 5416.886719
	Iteration 4F: 3 clusters Score -5114372 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5116675.500000 Penalty: 5416.886719
	Iteration 5F: 3 clusters Score -5116676 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5119412.000000 Penalty: 5416.886719
	Iteration 6F: 3 clusters Score -5119412 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -5122416.000000 Penalty: 5416.886719
	Iteration 7F: 3 clusters Score -5122416 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5125269.000000 Penalty: 5416.886719
	Iteration 8F: 3 clusters Score -5125269 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -5127616.500000 Penalty: 5416.886719
	Iteration 9Q: 3 clusters Score -5127616 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -5129168.500000 Penalty: 5416.886719
	Iteration 10Q: 3 clusters Score -5129168 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -5130116.000000 Penalty: 5416.886719
	Iteration 11Q: 3 clusters Score -5130116 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -5130644.000000 Penalty: 5416.886719
	Iteration 12Q: 3 clusters Score -5130644 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5130944.000000 Penalty: 5416.886719
	Iteration 13Q: 3 clusters Score -5130944 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -5131073.000000 Penalty: 5416.886719
	Iteration 14Q: 3 clusters Score -5131073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -5131167.500000 Penalty: 5416.886719
	Iteration 15Q: 3 clusters Score -5131168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -5131215.500000 Penalty: 5416.886719
	Iteration 16Q: 3 clusters Score -5131216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -5131260.500000 Penalty: 5416.886719
	Iteration 17Q: 3 clusters Score -5131260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -5131264.000000 Penalty: 5416.886719
	Iteration 18Q: 3 clusters Score -5131264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -5131290.000000 Penalty: 5416.886719
	Iteration 19Q: 3 clusters Score -5131290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -5131308.000000 Penalty: 5416.886719
	Iteration 20F: 3 clusters Score -5131308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -5131310.500000 Penalty: 5416.886719
	Iteration 21Q: 3 clusters Score -5131310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -5131312.500000 Penalty: 5416.886719
	Iteration 22Q: 3 clusters Score -5131312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -5131322.000000 Penalty: 5416.886719
	Iteration 23Q: 3 clusters Score -5131322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -5131332.000000 Penalty: 5416.886719
	Iteration 24Q: 3 clusters Score -5131332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -5131342.000000 Penalty: 5416.886719
	Iteration 25Q: 3 clusters Score -5131342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -5131349.000000 Penalty: 5416.886719
	Iteration 26Q: 3 clusters Score -5131349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -5131354.500000 Penalty: 5416.886719
	Iteration 27Q: 3 clusters Score -5131354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -5131351.500000 Penalty: 5416.886719
	Iteration 28Q: 3 clusters Score -5131352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -5131353.000000 Penalty: 5416.886719
	Iteration 29Q: 3 clusters Score -5131353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -5131354.500000 Penalty: 5416.886719
	Iteration 30Q: 3 clusters Score -5131354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -5131356.500000 Penalty: 5416.886719
	Iteration 31Q: 3 clusters Score -5131356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -5131359.000000 Penalty: 5416.886719
	Iteration 32Q: 3 clusters Score -5131359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -5131356.500000 Penalty: 5416.886719
	Iteration 33Q: 3 clusters Score -5131356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -5131358.500000 Penalty: 5416.886719
	Iteration 34Q: 3 clusters Score -5131358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -5131357.000000 Penalty: 5416.886719
	Iteration 35Q: 3 clusters Score -5131357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -5131361.500000 Penalty: 5416.886719
	Iteration 36Q: 3 clusters Score -5131362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -5131363.000000 Penalty: 5416.886719
	Iteration 37Q: 3 clusters Score -5131363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -5131364.000000 Penalty: 5416.886719
	Iteration 38Q: 3 clusters Score -5131364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -5131369.000000 Penalty: 5416.886719
	Iteration 39Q: 3 clusters Score -5131369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -5131363.000000 Penalty: 5416.886719
	Iteration 40F: 3 clusters Score -5131363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -5131358.500000 Penalty: 5416.886719
	Iteration 41Q: 3 clusters Score -5131358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -5131372.500000 Penalty: 5416.886719
	Iteration 42Q: 3 clusters Score -5131372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -5131374.500000 Penalty: 5416.886719
	Iteration 43Q: 3 clusters Score -5131374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -5131377.000000 Penalty: 5416.886719
	Iteration 44Q: 3 clusters Score -5131377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -5131378.500000 Penalty: 5416.886719
	Iteration 45Q: 3 clusters Score -5131378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -5131378.500000 Penalty: 5416.886719
	Iteration 46Q: 3 clusters Score -5131378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -5131384.500000 Penalty: 5416.886719
	Iteration 47Q: 3 clusters Score -5131384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -5131395.000000 Penalty: 5416.886719
	Iteration 48Q: 3 clusters Score -5131395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -5131397.000000 Penalty: 5416.886719
	Iteration 49Q: 3 clusters Score -5131397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -5131404.500000 Penalty: 5416.886719
	Iteration 50Q: 3 clusters Score -5131404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -5131402.000000 Penalty: 5416.886719
	Iteration 51Q: 3 clusters Score -5131402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -5131402.500000 Penalty: 5416.886719
	Iteration 52Q: 3 clusters Score -5131402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -5131408.000000 Penalty: 5416.886719
	Iteration 53Q: 3 clusters Score -5131408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -5131416.000000 Penalty: 5416.886719
	Iteration 54Q: 3 clusters Score -5131416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -5131422.000000 Penalty: 5416.886719
	Iteration 55Q: 3 clusters Score -5131422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -5131422.500000 Penalty: 5416.886719
	Iteration 56Q: 3 clusters Score -5131422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -5131417.500000 Penalty: 5416.886719
	Iteration 57Q: 3 clusters Score -5131418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -5131422.000000 Penalty: 5416.886719
	Iteration 58Q: 3 clusters Score -5131422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -5131417.500000 Penalty: 5416.886719
	Iteration 59Q: 3 clusters Score -5131418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -5131418.500000 Penalty: 5416.886719
	Iteration 60F: 3 clusters Score -5131418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -5131419.500000 Penalty: 5416.886719
	Iteration 61Q: 3 clusters Score -5131420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -5131417.000000 Penalty: 5416.886719
	Iteration 62Q: 3 clusters Score -5131417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -5131421.500000 Penalty: 5416.886719
	Iteration 63Q: 3 clusters Score -5131422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -5131424.000000 Penalty: 5416.886719
	Iteration 64Q: 3 clusters Score -5131424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -5131424.000000 Penalty: 5416.886719
	Iteration 65F: 3 clusters Score -5131424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (16871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Entering Unmasked Estep 
Score: -1716996.750000 Penalty: 2413.871338
	Iteration 0F: 2 clusters Score -1716997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1704920.000000 Penalty: 4827.742676
	Iteration 0F: 3 clusters Score -1704920 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1708971.125000 Penalty: 4827.742676
	Iteration 1F: 3 clusters Score -1708971 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1709560.750000 Penalty: 4827.742676
	Iteration 2F: 3 clusters Score -1709561 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1710176.875000 Penalty: 4827.742676
	Iteration 3F: 3 clusters Score -1710177 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1710819.625000 Penalty: 4827.742676
	Iteration 4F: 3 clusters Score -1710820 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1711483.750000 Penalty: 4827.742676
	Iteration 5F: 3 clusters Score -1711484 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1712100.000000 Penalty: 4827.742676
	Iteration 6F: 3 clusters Score -1712100 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1712703.125000 Penalty: 4827.742676
	Iteration 7F: 3 clusters Score -1712703 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1713256.875000 Penalty: 4827.742676
	Iteration 8Q: 3 clusters Score -1713257 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1713701.000000 Penalty: 4827.742676
	Iteration 9Q: 3 clusters Score -1713701 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1714089.625000 Penalty: 4827.742676
	Iteration 10Q: 3 clusters Score -1714090 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1714429.500000 Penalty: 4827.742676
	Iteration 11Q: 3 clusters Score -1714430 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1714734.125000 Penalty: 4827.742676
	Iteration 12Q: 3 clusters Score -1714734 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1714973.875000 Penalty: 4827.742676
	Iteration 13Q: 3 clusters Score -1714974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1715146.000000 Penalty: 4827.742676
	Iteration 14Q: 3 clusters Score -1715146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1715237.875000 Penalty: 4827.742676
	Iteration 15Q: 3 clusters Score -1715238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1715284.125000 Penalty: 4827.742676
	Iteration 16Q: 3 clusters Score -1715284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1715318.750000 Penalty: 4827.742676
	Iteration 17Q: 3 clusters Score -1715319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1715340.250000 Penalty: 4827.742676
	Iteration 18Q: 3 clusters Score -1715340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1715353.875000 Penalty: 4827.742676
	Iteration 19Q: 3 clusters Score -1715354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1715366.750000 Penalty: 4827.742676
	Iteration 20F: 3 clusters Score -1715367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1715377.375000 Penalty: 4827.742676
	Iteration 21Q: 3 clusters Score -1715377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1715391.375000 Penalty: 4827.742676
	Iteration 22Q: 3 clusters Score -1715391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1715397.375000 Penalty: 4827.742676
	Iteration 23Q: 3 clusters Score -1715397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1715403.875000 Penalty: 4827.742676
	Iteration 24Q: 3 clusters Score -1715404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1715405.625000 Penalty: 4827.742676
	Iteration 25Q: 3 clusters Score -1715406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1715417.125000 Penalty: 4827.742676
	Iteration 26Q: 3 clusters Score -1715417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1715427.750000 Penalty: 4827.742676
	Iteration 27Q: 3 clusters Score -1715428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1715441.250000 Penalty: 4827.742676
	Iteration 28Q: 3 clusters Score -1715441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1715448.125000 Penalty: 4827.742676
	Iteration 29Q: 3 clusters Score -1715448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1715451.875000 Penalty: 4827.742676
	Iteration 30Q: 3 clusters Score -1715452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1715460.500000 Penalty: 4827.742676
	Iteration 31Q: 3 clusters Score -1715460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1715462.500000 Penalty: 4827.742676
	Iteration 32Q: 3 clusters Score -1715462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1715464.875000 Penalty: 4827.742676
	Iteration 33Q: 3 clusters Score -1715465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1715473.875000 Penalty: 4827.742676
	Iteration 34Q: 3 clusters Score -1715474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1715475.875000 Penalty: 4827.742676
	Iteration 35Q: 3 clusters Score -1715476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1715478.250000 Penalty: 4827.742676
	Iteration 36Q: 3 clusters Score -1715478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1715478.750000 Penalty: 4827.742676
	Iteration 37Q: 3 clusters Score -1715479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1715482.875000 Penalty: 4827.742676
	Iteration 38Q: 3 clusters Score -1715483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1715482.000000 Penalty: 4827.742676
	Iteration 39Q: 3 clusters Score -1715482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1715485.375000 Penalty: 4827.742676
	Iteration 40F: 3 clusters Score -1715485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1715489.500000 Penalty: 4827.742676
	Iteration 41Q: 3 clusters Score -1715490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1715491.250000 Penalty: 4827.742676
	Iteration 42Q: 3 clusters Score -1715491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1715491.500000 Penalty: 4827.742676
	Iteration 43Q: 3 clusters Score -1715492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1715492.250000 Penalty: 4827.742676
	Iteration 44Q: 3 clusters Score -1715492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1715492.250000 Penalty: 4827.742676
	Iteration 45F: 3 clusters Score -1715492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -224367.203125 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -224367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -221345.625000 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -221345.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -222139.890625 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -222139.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -222401.828125 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -222401.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -222612.031250 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -222612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -222744.015625 Penalty: 3924.561768
	Iteration 4F: 3 clusters Score -222744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -222816.468750 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -222816.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -222875.703125 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -222875.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -222934.531250 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -222934.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -222971.812500 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -222971.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -222996.187500 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -222996.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -223019.015625 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -223019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -223030.343750 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -223030.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -223038.578125 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -223038.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -223045.859375 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -223045.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -223057.765625 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -223057.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -223062.859375 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -223062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -223067.125000 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -223067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -223075.156250 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -223075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -223079.140625 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -223079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -223080.828125 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -223080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -223082.390625 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -223082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -223083.437500 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -223083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -223083.671875 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -223083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -223083.671875 Penalty: 3924.561768
	Iteration 23F: 3 clusters Score -223083.7 nChanged 0
--- Evaluating fit on full set of 2987560 points ---
Entering Unmasked Estep 
Score: -288032992.000000 Penalty: 236651.000000
20->65 Clusters: Score -288032992.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 995853 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 49490 members 
Mstep: Class 3 contains 49570 members 
Mstep: Class 4 contains 49474 members 
Mstep: Class 5 contains 49747 members 
Mstep: Class 6 contains 49703 members 
Mstep: Class 7 contains 49411 members 
Mstep: Class 8 contains 49551 members 
Mstep: Class 9 contains 50235 members 
Mstep: Class 10 contains 50018 members 
Mstep: Class 11 contains 49915 members 
Mstep: Class 12 contains 49891 members 
Mstep: Class 13 contains 49687 members 
Mstep: Class 14 contains 49644 members 
Mstep: Class 15 contains 50093 members 
Mstep: Class 16 contains 49707 members 
Mstep: Class 17 contains 50389 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 19 contains 49416 members 
Mstep: Class 20 contains 50183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 549.379761 but Gain 3425.218750
Score: -88328968.000000 Penalty: 65079.101562
Iteration 0F: 20 clusters Score -8.832897e+07 nChanged 939887
Entering Unmasked Mstep 
Mstep: Class 0 contains 2321 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 38065 members 
Mstep: Class 3 contains 175933 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 5 contains 42787 members 
Mstep: Class 6 contains 19925 members 
Mstep: Class 7 contains 21795 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 14236 members 
Mstep: Class 10 contains 19080 members 
Mstep: Class 11 contains 156466 members 
Mstep: Class 12 contains 10552 members 
Mstep: Class 13 contains 37199 members 
Mstep: Class 14 contains 179751 members 
Mstep: Class 15 contains 39724 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 10699 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 20 contains 45833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92588648.000000 Penalty: 65079.101562
Iteration 1F: 20 clusters Score -9.258865e+07 nChanged 363649
Entering Unmasked Mstep 
Mstep: Class 0 contains 2033 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 32476 members 
Mstep: Class 3 contains 199101 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 26362 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 29592 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 19798 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 152294 members 
Mstep: Class 12 contains 18873 members 
Mstep: Class 13 contains 23312 members 
Mstep: Class 14 contains 234167 members 
Mstep: Class 15 contains 29147 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 6592 members 
Mstep: Class 18 contains 13053 members 
Mstep: Class 20 contains 32474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93528424.000000 Penalty: 65079.101562
Iteration 2F: 20 clusters Score -9.352842e+07 nChanged 255315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1707 members 
Mstep: Class 1 contains 108374 members 
Mstep: Class 2 contains 38149 members 
Mstep: Class 3 contains 178131 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 28374 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 20641 members 
Mstep: Class 10 contains 21539 members 
Mstep: Class 11 contains 148609 members 
Mstep: Class 12 contains 29231 members 
Mstep: Class 13 contains 23949 members 
Mstep: Class 14 contains 234606 members 
Mstep: Class 15 contains 29535 members 
Mstep: Class 16 contains 22016 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 13211 members 
Mstep: Class 20 contains 31042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94215520.000000 Penalty: 65079.101562
Iteration 3F: 20 clusters Score -9.421552e+07 nChanged 211417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 130816 members 
Mstep: Class 2 contains 54454 members 
Mstep: Class 3 contains 132015 members 
Mstep: Class 4 contains 16338 members 
Mstep: Class 5 contains 27453 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 24177 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 20248 members 
Mstep: Class 10 contains 21325 members 
Mstep: Class 11 contains 140453 members 
Mstep: Class 12 contains 36973 members 
Mstep: Class 13 contains 28823 members 
Mstep: Class 14 contains 221180 members 
Mstep: Class 15 contains 35745 members 
Mstep: Class 16 contains 37768 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 15683 members 
Mstep: Class 20 contains 30672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94664752.000000 Penalty: 65079.101562
Iteration 4F: 20 clusters Score -9.466475e+07 nChanged 172824
Entering Unmasked Mstep 
Mstep: Class 0 contains 971 members 
Mstep: Class 1 contains 157560 members 
Mstep: Class 2 contains 72804 members 
Mstep: Class 3 contains 97133 members 
Mstep: Class 4 contains 17717 members 
Mstep: Class 5 contains 26076 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 21761 members 
Mstep: Class 8 contains 9798 members 
Mstep: Class 9 contains 19847 members 
Mstep: Class 10 contains 20561 members 
Mstep: Class 11 contains 121536 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 33146 members 
Mstep: Class 14 contains 189981 members 
Mstep: Class 15 contains 50488 members 
Mstep: Class 16 contains 55942 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 19956 members 
Mstep: Class 20 contains 29841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94951720.000000 Penalty: 65079.101562
Iteration 5F: 20 clusters Score -9.495172e+07 nChanged 146284
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 177794 members 
Mstep: Class 2 contains 98597 members 
Mstep: Class 3 contains 72795 members 
Mstep: Class 4 contains 18759 members 
Mstep: Class 5 contains 24252 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 21757 members 
Mstep: Class 8 contains 10457 members 
Mstep: Class 9 contains 19355 members 
Mstep: Class 10 contains 19953 members 
Mstep: Class 11 contains 96200 members 
Mstep: Class 12 contains 45833 members 
Mstep: Class 13 contains 35134 members 
Mstep: Class 14 contains 150517 members 
Mstep: Class 15 contains 69131 members 
Mstep: Class 16 contains 71454 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 20 contains 30252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95204928.000000 Penalty: 65079.101562
Iteration 6F: 20 clusters Score -9.520493e+07 nChanged 133069
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 189085 members 
Mstep: Class 2 contains 134163 members 
Mstep: Class 3 contains 53151 members 
Mstep: Class 4 contains 19566 members 
Mstep: Class 5 contains 22822 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 24023 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 18436 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 69306 members 
Mstep: Class 12 contains 48708 members 
Mstep: Class 13 contains 37020 members 
Mstep: Class 14 contains 106606 members 
Mstep: Class 15 contains 88602 members 
Mstep: Class 16 contains 84054 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 26926 members 
Mstep: Class 20 contains 31973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95382824.000000 Penalty: 65079.101562
Iteration 7F: 20 clusters Score -9.538282e+07 nChanged 108835
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 170807 members 
Mstep: Class 3 contains 34451 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 6112 members 
Mstep: Class 7 contains 27267 members 
Mstep: Class 8 contains 13533 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 20022 members 
Mstep: Class 11 contains 50601 members 
Mstep: Class 12 contains 50870 members 
Mstep: Class 13 contains 38756 members 
Mstep: Class 14 contains 73530 members 
Mstep: Class 15 contains 103733 members 
Mstep: Class 16 contains 89376 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 28579 members 
Mstep: Class 20 contains 34180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95515448.000000 Penalty: 65079.101562
Iteration 8F: 20 clusters Score -9.551545e+07 nChanged 78892
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 185717 members 
Mstep: Class 2 contains 199578 members 
Mstep: Class 3 contains 19039 members 
Mstep: Class 4 contains 20606 members 
Mstep: Class 5 contains 21828 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 29523 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 16764 members 
Mstep: Class 10 contains 19823 members 
Mstep: Class 11 contains 42280 members 
Mstep: Class 12 contains 52224 members 
Mstep: Class 13 contains 39498 members 
Mstep: Class 14 contains 59705 members 
Mstep: Class 15 contains 112057 members 
Mstep: Class 16 contains 87870 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 29618 members 
Mstep: Class 20 contains 36483 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 20 clusters Score -9.558861e+07 nChanged 56807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 220498 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 20863 members 
Mstep: Class 5 contains 21719 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 30798 members 
Mstep: Class 8 contains 15304 members 
Mstep: Class 9 contains 16262 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 38114 members 
Mstep: Class 12 contains 52855 members 
Mstep: Class 13 contains 39685 members 
Mstep: Class 14 contains 53601 members 
Mstep: Class 15 contains 115750 members 
Mstep: Class 16 contains 86389 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 30351 members 
Mstep: Class 20 contains 38988 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 10F: 20 clusters Score -9.563495e+07 nChanged 42623
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 235464 members 
Mstep: Class 3 contains 5693 members 
Mstep: Class 4 contains 20740 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 19560 members 
Mstep: Class 11 contains 35435 members 
Mstep: Class 12 contains 53330 members 
Mstep: Class 13 contains 39512 members 
Mstep: Class 14 contains 52109 members 
Mstep: Class 15 contains 116320 members 
Mstep: Class 16 contains 85492 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 20 contains 41630 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 20 clusters Score -9.567295e+07 nChanged 34809
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 245853 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 20325 members 
Mstep: Class 5 contains 21652 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 32054 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 19421 members 
Mstep: Class 11 contains 33948 members 
Mstep: Class 12 contains 53693 members 
Mstep: Class 13 contains 38713 members 
Mstep: Class 14 contains 54400 members 
Mstep: Class 15 contains 115918 members 
Mstep: Class 16 contains 85055 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 31110 members 
Mstep: Class 20 contains 44003 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -9.571364e+07 nChanged 30230
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 144889 members 
Mstep: Class 2 contains 252320 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 4 contains 19578 members 
Mstep: Class 5 contains 21652 members 
Mstep: Class 6 contains 5576 members 
Mstep: Class 7 contains 32291 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 32948 members 
Mstep: Class 12 contains 53896 members 
Mstep: Class 13 contains 37252 members 
Mstep: Class 14 contains 60652 members 
Mstep: Class 15 contains 115424 members 
Mstep: Class 16 contains 84735 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 20 contains 45702 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -9.574213e+07 nChanged 25873
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 135922 members 
Mstep: Class 2 contains 256397 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 5 contains 21643 members 
Mstep: Class 6 contains 5588 members 
Mstep: Class 7 contains 32490 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 15232 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 31995 members 
Mstep: Class 12 contains 54170 members 
Mstep: Class 13 contains 35788 members 
Mstep: Class 14 contains 67366 members 
Mstep: Class 15 contains 114949 members 
Mstep: Class 16 contains 84470 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 32085 members 
Mstep: Class 20 contains 46931 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -9.575926e+07 nChanged 21893
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 128077 members 
Mstep: Class 2 contains 259189 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 17865 members 
Mstep: Class 5 contains 21624 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 32759 members 
Mstep: Class 8 contains 16062 members 
Mstep: Class 9 contains 15133 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 31253 members 
Mstep: Class 12 contains 54238 members 
Mstep: Class 13 contains 34625 members 
Mstep: Class 14 contains 73901 members 
Mstep: Class 15 contains 114559 members 
Mstep: Class 16 contains 84238 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 32378 members 
Mstep: Class 20 contains 48027 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -9.577734e+07 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 260996 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 17120 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 33071 members 
Mstep: Class 8 contains 15988 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 18649 members 
Mstep: Class 11 contains 30571 members 
Mstep: Class 12 contains 54230 members 
Mstep: Class 13 contains 33672 members 
Mstep: Class 14 contains 79869 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 84008 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 32463 members 
Mstep: Class 20 contains 49357 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -9.579564e+07 nChanged 16764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 261945 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 16387 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 33478 members 
Mstep: Class 8 contains 15928 members 
Mstep: Class 9 contains 14953 members 
Mstep: Class 10 contains 18582 members 
Mstep: Class 11 contains 29803 members 
Mstep: Class 12 contains 54123 members 
Mstep: Class 13 contains 33001 members 
Mstep: Class 14 contains 84117 members 
Mstep: Class 15 contains 113881 members 
Mstep: Class 16 contains 83788 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 32387 members 
Mstep: Class 20 contains 51063 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -9.581031e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 114020 members 
Mstep: Class 2 contains 262266 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 33979 members 
Mstep: Class 8 contains 15825 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 28970 members 
Mstep: Class 12 contains 54088 members 
Mstep: Class 13 contains 32467 members 
Mstep: Class 14 contains 87053 members 
Mstep: Class 15 contains 113529 members 
Mstep: Class 16 contains 83588 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 32170 members 
Mstep: Class 20 contains 52697 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -9.581802e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 262498 members 
Mstep: Class 3 contains 6147 members 
Mstep: Class 4 contains 15422 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 5725 members 
Mstep: Class 7 contains 34557 members 
Mstep: Class 8 contains 15705 members 
Mstep: Class 9 contains 14821 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 54195 members 
Mstep: Class 13 contains 32136 members 
Mstep: Class 14 contains 88830 members 
Mstep: Class 15 contains 113150 members 
Mstep: Class 16 contains 83411 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 31846 members 
Mstep: Class 20 contains 54508 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -9.58238e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 262785 members 
Mstep: Class 3 contains 6306 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 5749 members 
Mstep: Class 7 contains 35111 members 
Mstep: Class 8 contains 15598 members 
Mstep: Class 9 contains 14733 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 27300 members 
Mstep: Class 12 contains 54270 members 
Mstep: Class 13 contains 31884 members 
Mstep: Class 14 contains 90033 members 
Mstep: Class 15 contains 112810 members 
Mstep: Class 16 contains 83241 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 31513 members 
Mstep: Class 20 contains 56364 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -9.583367e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 263126 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 14742 members 
Mstep: Class 5 contains 21521 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 35653 members 
Mstep: Class 8 contains 15664 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 18442 members 
Mstep: Class 11 contains 26963 members 
Mstep: Class 12 contains 53786 members 
Mstep: Class 13 contains 31254 members 
Mstep: Class 14 contains 92760 members 
Mstep: Class 15 contains 112441 members 
Mstep: Class 16 contains 83090 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 31150 members 
Mstep: Class 20 contains 56767 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -9.584155e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 263552 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 21501 members 
Mstep: Class 6 contains 5804 members 
Mstep: Class 7 contains 36073 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 18418 members 
Mstep: Class 11 contains 26258 members 
Mstep: Class 12 contains 53540 members 
Mstep: Class 13 contains 30878 members 
Mstep: Class 14 contains 94484 members 
Mstep: Class 15 contains 112017 members 
Mstep: Class 16 contains 82929 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 20 contains 57705 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -9.584691e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 264055 members 
Mstep: Class 3 contains 7905 members 
Mstep: Class 4 contains 14570 members 
Mstep: Class 5 contains 21477 members 
Mstep: Class 6 contains 5823 members 
Mstep: Class 7 contains 36413 members 
Mstep: Class 8 contains 15801 members 
Mstep: Class 9 contains 14298 members 
Mstep: Class 10 contains 18400 members 
Mstep: Class 11 contains 25576 members 
Mstep: Class 12 contains 53301 members 
Mstep: Class 13 contains 30590 members 
Mstep: Class 14 contains 95901 members 
Mstep: Class 15 contains 111626 members 
Mstep: Class 16 contains 82756 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 30678 members 
Mstep: Class 20 contains 58629 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -9.585058e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 264513 members 
Mstep: Class 3 contains 8293 members 
Mstep: Class 4 contains 14661 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 15812 members 
Mstep: Class 9 contains 14190 members 
Mstep: Class 10 contains 18421 members 
Mstep: Class 11 contains 24867 members 
Mstep: Class 12 contains 53131 members 
Mstep: Class 13 contains 30361 members 
Mstep: Class 14 contains 97049 members 
Mstep: Class 15 contains 111278 members 
Mstep: Class 16 contains 82622 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 30553 members 
Mstep: Class 20 contains 59631 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -9.585271e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 264890 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 14796 members 
Mstep: Class 5 contains 21454 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 36804 members 
Mstep: Class 8 contains 15825 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 24235 members 
Mstep: Class 12 contains 53053 members 
Mstep: Class 13 contains 30186 members 
Mstep: Class 14 contains 97968 members 
Mstep: Class 15 contains 110982 members 
Mstep: Class 16 contains 82512 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30469 members 
Mstep: Class 20 contains 60564 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -9.585466e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 265258 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 14935 members 
Mstep: Class 5 contains 21449 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 36937 members 
Mstep: Class 8 contains 15818 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 18532 members 
Mstep: Class 11 contains 23656 members 
Mstep: Class 12 contains 53054 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 98757 members 
Mstep: Class 15 contains 110743 members 
Mstep: Class 16 contains 82391 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30390 members 
Mstep: Class 20 contains 61442 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -9.585626e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 265633 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 21443 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 13991 members 
Mstep: Class 10 contains 18584 members 
Mstep: Class 11 contains 23064 members 
Mstep: Class 12 contains 53060 members 
Mstep: Class 13 contains 29854 members 
Mstep: Class 14 contains 99452 members 
Mstep: Class 15 contains 110562 members 
Mstep: Class 16 contains 82305 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30322 members 
Mstep: Class 20 contains 62320 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -9.585766e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 265947 members 
Mstep: Class 3 contains 9180 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 37108 members 
Mstep: Class 8 contains 15715 members 
Mstep: Class 9 contains 13966 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 22565 members 
Mstep: Class 12 contains 53065 members 
Mstep: Class 13 contains 29694 members 
Mstep: Class 14 contains 100078 members 
Mstep: Class 15 contains 110414 members 
Mstep: Class 16 contains 82240 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 20 contains 63123 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -9.585849e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 97663 members 
Mstep: Class 2 contains 266192 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 15273 members 
Mstep: Class 5 contains 21438 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 37157 members 
Mstep: Class 8 contains 15643 members 
Mstep: Class 9 contains 13957 members 
Mstep: Class 10 contains 18700 members 
Mstep: Class 11 contains 22121 members 
Mstep: Class 12 contains 53076 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 100646 members 
Mstep: Class 15 contains 110301 members 
Mstep: Class 16 contains 82162 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30245 members 
Mstep: Class 20 contains 63920 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -9.58589e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 266356 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 15379 members 
Mstep: Class 5 contains 21430 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 37221 members 
Mstep: Class 8 contains 15569 members 
Mstep: Class 9 contains 13938 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 21728 members 
Mstep: Class 12 contains 53126 members 
Mstep: Class 13 contains 29409 members 
Mstep: Class 14 contains 101179 members 
Mstep: Class 15 contains 110191 members 
Mstep: Class 16 contains 82107 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30208 members 
Mstep: Class 20 contains 64574 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -9.585969e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 266435 members 
Mstep: Class 3 contains 9329 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 37267 members 
Mstep: Class 8 contains 15466 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 18780 members 
Mstep: Class 11 contains 21457 members 
Mstep: Class 12 contains 53179 members 
Mstep: Class 13 contains 29288 members 
Mstep: Class 14 contains 101686 members 
Mstep: Class 15 contains 110102 members 
Mstep: Class 16 contains 82052 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30169 members 
Mstep: Class 20 contains 65159 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -9.586035e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 266484 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 5858 members 
Mstep: Class 7 contains 37293 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 18812 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 53236 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 102124 members 
Mstep: Class 15 contains 110024 members 
Mstep: Class 16 contains 82005 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30150 members 
Mstep: Class 20 contains 65694 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -9.586103e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 266516 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 37311 members 
Mstep: Class 8 contains 15253 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 21093 members 
Mstep: Class 12 contains 53309 members 
Mstep: Class 13 contains 29100 members 
Mstep: Class 14 contains 102502 members 
Mstep: Class 15 contains 109966 members 
Mstep: Class 16 contains 81966 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30140 members 
Mstep: Class 20 contains 66197 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -9.586182e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 266534 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 15569 members 
Mstep: Class 5 contains 21436 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 37339 members 
Mstep: Class 8 contains 15138 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 18883 members 
Mstep: Class 11 contains 20947 members 
Mstep: Class 12 contains 53379 members 
Mstep: Class 13 contains 29015 members 
Mstep: Class 14 contains 102919 members 
Mstep: Class 15 contains 109909 members 
Mstep: Class 16 contains 81927 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30150 members 
Mstep: Class 20 contains 66620 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -9.586265e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 266511 members 
Mstep: Class 3 contains 9461 members 
Mstep: Class 4 contains 15616 members 
Mstep: Class 5 contains 21438 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 37354 members 
Mstep: Class 8 contains 15036 members 
Mstep: Class 9 contains 13889 members 
Mstep: Class 10 contains 18920 members 
Mstep: Class 11 contains 20872 members 
Mstep: Class 12 contains 53459 members 
Mstep: Class 13 contains 28928 members 
Mstep: Class 14 contains 103261 members 
Mstep: Class 15 contains 109859 members 
Mstep: Class 16 contains 81903 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30146 members 
Mstep: Class 20 contains 66979 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -9.586307e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 266466 members 
Mstep: Class 3 contains 9492 members 
Mstep: Class 4 contains 15660 members 
Mstep: Class 5 contains 21437 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 37368 members 
Mstep: Class 8 contains 14961 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 10 contains 18949 members 
Mstep: Class 11 contains 20761 members 
Mstep: Class 12 contains 53532 members 
Mstep: Class 13 contains 28847 members 
Mstep: Class 14 contains 103576 members 
Mstep: Class 15 contains 109821 members 
Mstep: Class 16 contains 81879 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30148 members 
Mstep: Class 20 contains 67369 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -9.586356e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 266435 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 15706 members 
Mstep: Class 5 contains 21438 members 
Mstep: Class 6 contains 5856 members 
Mstep: Class 7 contains 37378 members 
Mstep: Class 8 contains 14876 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 18972 members 
Mstep: Class 11 contains 20680 members 
Mstep: Class 12 contains 53637 members 
Mstep: Class 13 contains 28778 members 
Mstep: Class 14 contains 103889 members 
Mstep: Class 15 contains 109780 members 
Mstep: Class 16 contains 81853 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 30138 members 
Mstep: Class 20 contains 67715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95863816.000000 Penalty: 65079.101562
Iteration 37Q: 20 clusters Score -9.586382e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 266397 members 
Mstep: Class 3 contains 9511 members 
Mstep: Class 4 contains 15770 members 
Mstep: Class 5 contains 21435 members 
Mstep: Class 6 contains 5853 members 
Mstep: Class 7 contains 37366 members 
Mstep: Class 8 contains 14793 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 19004 members 
Mstep: Class 11 contains 20580 members 
Mstep: Class 12 contains 53714 members 
Mstep: Class 13 contains 28716 members 
Mstep: Class 14 contains 104202 members 
Mstep: Class 15 contains 109744 members 
Mstep: Class 16 contains 81843 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30120 members 
Mstep: Class 20 contains 68003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95864136.000000 Penalty: 65079.101562
Iteration 38Q: 20 clusters Score -9.586414e+07 nChanged 2106
Entering ConstructFrom: 
Score: -95864136.000000 Penalty: 65079.101562
Entering ConstructFrom: 
Trying to split cluster 1 (91802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Entering Unmasked Estep 
Score: -9262519.000000 Penalty: 2833.992432
	Iteration 0F: 2 clusters Score -9262519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -9201214.000000 Penalty: 5667.984863
	Iteration 0F: 3 clusters Score -9201214 nChanged 43179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -9228201.000000 Penalty: 5667.984863
	Iteration 1F: 3 clusters Score -9228201 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9234185.000000 Penalty: 5667.984863
	Iteration 2F: 3 clusters Score -9234185 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -9244043.000000 Penalty: 5667.984863
	Iteration 3F: 3 clusters Score -9244043 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -9256294.000000 Penalty: 5667.984863
	Iteration 4F: 3 clusters Score -9256294 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -9270365.000000 Penalty: 5667.984863
	Iteration 5F: 3 clusters Score -9270365 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -9283637.000000 Penalty: 5667.984863
	Iteration 6F: 3 clusters Score -9283637 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -9292804.000000 Penalty: 5667.984863
	Iteration 7F: 3 clusters Score -9292804 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -9297759.000000 Penalty: 5667.984863
	Iteration 8Q: 3 clusters Score -9297759 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -9299328.000000 Penalty: 5667.984863
	Iteration 9Q: 3 clusters Score -9299328 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -9299511.000000 Penalty: 5667.984863
	Iteration 10Q: 3 clusters Score -9299511 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -9299541.000000 Penalty: 5667.984863
	Iteration 11Q: 3 clusters Score -9299541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -9299560.000000 Penalty: 5667.984863
	Iteration 12Q: 3 clusters Score -9299560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -9299587.000000 Penalty: 5667.984863
	Iteration 13Q: 3 clusters Score -9299587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -9299575.000000 Penalty: 5667.984863
	Iteration 14Q: 3 clusters Score -9299575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -9299582.000000 Penalty: 5667.984863
	Iteration 15Q: 3 clusters Score -9299582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -9299577.000000 Penalty: 5667.984863
	Iteration 16Q: 3 clusters Score -9299577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -9299574.000000 Penalty: 5667.984863
	Iteration 17Q: 3 clusters Score -9299574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -9299575.000000 Penalty: 5667.984863
	Iteration 18Q: 3 clusters Score -9299575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -9299575.000000 Penalty: 5667.984863
	Iteration 19F: 3 clusters Score -9299575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 266335 members 
Mstep: Class 3 contains 9534 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 37365 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Entering Unmasked Estep 
Score: -95899760.000000 Penalty: 68504.320312
Splitting cluster 1 changes total score from -95864136.000000 to -95899760.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (266335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266335 members 
Entering Unmasked Estep 
Score: -27206214.000000 Penalty: 3098.142334
	Iteration 0F: 2 clusters Score -2.720621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133206 members 
Mstep: Class 2 contains 133129 members 
Entering Unmasked Estep 
Score: -27026952.000000 Penalty: 6196.284668
	Iteration 0F: 3 clusters Score -2.702695e+07 nChanged 128820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133678 members 
Mstep: Class 2 contains 132657 members 
Entering Unmasked Estep 
Score: -27105424.000000 Penalty: 6196.284668
	Iteration 1F: 3 clusters Score -2.710542e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -27114078.000000 Penalty: 6196.284668
	Iteration 2Q: 3 clusters Score -2.711408e+07 nChanged 15763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139992 members 
Mstep: Class 2 contains 126343 members 
Entering Unmasked Estep 
Score: -27128096.000000 Penalty: 6196.284668
	Iteration 3F: 3 clusters Score -2.71281e+07 nChanged 22479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152137 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -27144878.000000 Penalty: 6196.284668
	Iteration 4F: 3 clusters Score -2.714488e+07 nChanged 25616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -27165770.000000 Penalty: 6196.284668
	Iteration 5F: 3 clusters Score -2.716577e+07 nChanged 24409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188706 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -27186058.000000 Penalty: 6196.284668
	Iteration 6F: 3 clusters Score -2.718606e+07 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203418 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -27199936.000000 Penalty: 6196.284668
	Iteration 7F: 3 clusters Score -2.719994e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213107 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -27207072.000000 Penalty: 6196.284668
	Iteration 8Q: 3 clusters Score -2.720707e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219801 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -27210998.000000 Penalty: 6196.284668
	Iteration 9Q: 3 clusters Score -2.7211e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225039 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -27213474.000000 Penalty: 6196.284668
	Iteration 10Q: 3 clusters Score -2.721347e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229594 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -27215686.000000 Penalty: 6196.284668
	Iteration 11Q: 3 clusters Score -2.721569e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233788 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -27218028.000000 Penalty: 6196.284668
	Iteration 12Q: 3 clusters Score -2.721803e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237886 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -27220650.000000 Penalty: 6196.284668
	Iteration 13Q: 3 clusters Score -2.722065e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241872 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -27223158.000000 Penalty: 6196.284668
	Iteration 14Q: 3 clusters Score -2.722316e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245373 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -27225418.000000 Penalty: 6196.284668
	Iteration 15Q: 3 clusters Score -2.722542e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248185 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -27227218.000000 Penalty: 6196.284668
	Iteration 16Q: 3 clusters Score -2.722722e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250378 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -27228604.000000 Penalty: 6196.284668
	Iteration 17Q: 3 clusters Score -2.72286e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251934 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -27229588.000000 Penalty: 6196.284668
	Iteration 18Q: 3 clusters Score -2.722959e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253065 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -27230582.000000 Penalty: 6196.284668
	Iteration 19Q: 3 clusters Score -2.723058e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253853 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -27232044.000000 Penalty: 6196.284668
	Iteration 20F: 3 clusters Score -2.723204e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254774 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -27236164.000000 Penalty: 6196.284668
	Iteration 21Q: 3 clusters Score -2.723616e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255156 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -27239870.000000 Penalty: 6196.284668
	Iteration 22Q: 3 clusters Score -2.723987e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255276 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -27240482.000000 Penalty: 6196.284668
	Iteration 23Q: 3 clusters Score -2.724048e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255229 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -27240604.000000 Penalty: 6196.284668
	Iteration 24Q: 3 clusters Score -2.72406e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255146 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -27240720.000000 Penalty: 6196.284668
	Iteration 25Q: 3 clusters Score -2.724072e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255046 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -27240706.000000 Penalty: 6196.284668
	Iteration 26Q: 3 clusters Score -2.724071e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254944 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -27240694.000000 Penalty: 6196.284668
	Iteration 27Q: 3 clusters Score -2.724069e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254858 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -27240720.000000 Penalty: 6196.284668
	Iteration 28Q: 3 clusters Score -2.724072e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254788 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -27240744.000000 Penalty: 6196.284668
	Iteration 29Q: 3 clusters Score -2.724074e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254729 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -27240756.000000 Penalty: 6196.284668
	Iteration 30Q: 3 clusters Score -2.724076e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254675 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -27240748.000000 Penalty: 6196.284668
	Iteration 31Q: 3 clusters Score -2.724075e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254621 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -27240744.000000 Penalty: 6196.284668
	Iteration 32Q: 3 clusters Score -2.724074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254583 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -27240780.000000 Penalty: 6196.284668
	Iteration 33Q: 3 clusters Score -2.724078e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254549 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -27240770.000000 Penalty: 6196.284668
	Iteration 34Q: 3 clusters Score -2.724077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254510 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -27240744.000000 Penalty: 6196.284668
	Iteration 35Q: 3 clusters Score -2.724074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254470 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -27240790.000000 Penalty: 6196.284668
	Iteration 36Q: 3 clusters Score -2.724079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254428 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -27240748.000000 Penalty: 6196.284668
	Iteration 37Q: 3 clusters Score -2.724075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254400 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -27240726.000000 Penalty: 6196.284668
	Iteration 38Q: 3 clusters Score -2.724073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254374 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -27240720.000000 Penalty: 6196.284668
	Iteration 39Q: 3 clusters Score -2.724072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254356 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -27240748.000000 Penalty: 6196.284668
	Iteration 40F: 3 clusters Score -2.724075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254335 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -27240766.000000 Penalty: 6196.284668
	Iteration 41Q: 3 clusters Score -2.724077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254315 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -27240766.000000 Penalty: 6196.284668
	Iteration 42Q: 3 clusters Score -2.724077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254303 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -27240738.000000 Penalty: 6196.284668
	Iteration 43Q: 3 clusters Score -2.724074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254296 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -27240748.000000 Penalty: 6196.284668
	Iteration 44Q: 3 clusters Score -2.724075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254291 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -27240756.000000 Penalty: 6196.284668
	Iteration 45Q: 3 clusters Score -2.724076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254287 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -27240750.000000 Penalty: 6196.284668
	Iteration 46Q: 3 clusters Score -2.724075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254287 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -27240740.000000 Penalty: 6196.284668
	Iteration 47Q: 3 clusters Score -2.724074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254287 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -27240740.000000 Penalty: 6196.284668
	Iteration 48F: 3 clusters Score -2.724074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 9534 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 37365 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Entering Unmasked Estep 
Score: -95932512.000000 Penalty: 71929.531250
Splitting cluster 2 changes total score from -95864136.000000 to -95932512.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (9534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Entering Unmasked Estep 
Score: -924414.750000 Penalty: 2272.329590
	Iteration 0F: 2 clusters Score -924414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -917075.000000 Penalty: 4544.659180
	Iteration 0F: 3 clusters Score -917075 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -919219.750000 Penalty: 4544.659180
	Iteration 1F: 3 clusters Score -919219.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -919576.687500 Penalty: 4544.659180
	Iteration 2F: 3 clusters Score -919576.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -919913.250000 Penalty: 4544.659180
	Iteration 3F: 3 clusters Score -919913.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -920300.812500 Penalty: 4544.659180
	Iteration 4F: 3 clusters Score -920300.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -920791.000000 Penalty: 4544.659180
	Iteration 5F: 3 clusters Score -920791 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -921403.375000 Penalty: 4544.659180
	Iteration 6F: 3 clusters Score -921403.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -922024.687500 Penalty: 4544.659180
	Iteration 7F: 3 clusters Score -922024.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -922621.437500 Penalty: 4544.659180
	Iteration 8F: 3 clusters Score -922621.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -923119.500000 Penalty: 4544.659180
	Iteration 9F: 3 clusters Score -923119.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -923446.437500 Penalty: 4544.659180
	Iteration 10Q: 3 clusters Score -923446.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -923733.000000 Penalty: 4544.659180
	Iteration 11Q: 3 clusters Score -923733 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -924131.625000 Penalty: 4544.659180
	Iteration 12Q: 3 clusters Score -924131.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -924472.125000 Penalty: 4544.659180
	Iteration 13Q: 3 clusters Score -924472.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -924572.875000 Penalty: 4544.659180
	Iteration 14Q: 3 clusters Score -924572.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -924597.875000 Penalty: 4544.659180
	Iteration 15Q: 3 clusters Score -924597.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -924608.062500 Penalty: 4544.659180
	Iteration 16Q: 3 clusters Score -924608.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -924616.312500 Penalty: 4544.659180
	Iteration 17Q: 3 clusters Score -924616.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -924617.500000 Penalty: 4544.659180
	Iteration 18Q: 3 clusters Score -924617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -924619.750000 Penalty: 4544.659180
	Iteration 19Q: 3 clusters Score -924619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -924620.187500 Penalty: 4544.659180
	Iteration 20F: 3 clusters Score -924620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -924622.000000 Penalty: 4544.659180
	Iteration 21Q: 3 clusters Score -924622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -924624.125000 Penalty: 4544.659180
	Iteration 22Q: 3 clusters Score -924624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -924623.500000 Penalty: 4544.659180
	Iteration 23Q: 3 clusters Score -924623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -924623.750000 Penalty: 4544.659180
	Iteration 24Q: 3 clusters Score -924623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -924624.375000 Penalty: 4544.659180
	Iteration 25Q: 3 clusters Score -924624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -924624.375000 Penalty: 4544.659180
	Iteration 26F: 3 clusters Score -924624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 37365 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Entering Unmasked Estep 
Score: -95931536.000000 Penalty: 75354.750000
Splitting cluster 3 changes total score from -95864136.000000 to -95931536.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (15832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Entering Unmasked Estep 
Score: -1394608.375000 Penalty: 2398.107422
	Iteration 0F: 2 clusters Score -1394608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1383287.250000 Penalty: 4796.214844
	Iteration 0F: 3 clusters Score -1383287 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1387623.000000 Penalty: 4796.214844
	Iteration 1F: 3 clusters Score -1387623 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1388899.750000 Penalty: 4796.214844
	Iteration 2F: 3 clusters Score -1388900 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1390313.750000 Penalty: 4796.214844
	Iteration 3F: 3 clusters Score -1390314 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1391407.875000 Penalty: 4796.214844
	Iteration 4F: 3 clusters Score -1391408 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1392188.250000 Penalty: 4796.214844
	Iteration 5F: 3 clusters Score -1392188 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1392726.375000 Penalty: 4796.214844
	Iteration 6F: 3 clusters Score -1392726 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1393068.000000 Penalty: 4796.214844
	Iteration 7Q: 3 clusters Score -1393068 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1393297.250000 Penalty: 4796.214844
	Iteration 8Q: 3 clusters Score -1393297 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1393457.250000 Penalty: 4796.214844
	Iteration 9Q: 3 clusters Score -1393457 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1393591.375000 Penalty: 4796.214844
	Iteration 10Q: 3 clusters Score -1393591 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1393705.375000 Penalty: 4796.214844
	Iteration 11Q: 3 clusters Score -1393705 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1393812.125000 Penalty: 4796.214844
	Iteration 12Q: 3 clusters Score -1393812 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1393931.875000 Penalty: 4796.214844
	Iteration 13Q: 3 clusters Score -1393932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1394052.375000 Penalty: 4796.214844
	Iteration 14Q: 3 clusters Score -1394052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1394175.125000 Penalty: 4796.214844
	Iteration 15Q: 3 clusters Score -1394175 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1394265.000000 Penalty: 4796.214844
	Iteration 16Q: 3 clusters Score -1394265 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1394317.000000 Penalty: 4796.214844
	Iteration 17Q: 3 clusters Score -1394317 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1394352.875000 Penalty: 4796.214844
	Iteration 18Q: 3 clusters Score -1394353 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1394379.875000 Penalty: 4796.214844
	Iteration 19Q: 3 clusters Score -1394380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1394411.625000 Penalty: 4796.214844
	Iteration 20F: 3 clusters Score -1394412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1394432.250000 Penalty: 4796.214844
	Iteration 21Q: 3 clusters Score -1394432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1394443.875000 Penalty: 4796.214844
	Iteration 22Q: 3 clusters Score -1394444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1394458.625000 Penalty: 4796.214844
	Iteration 23Q: 3 clusters Score -1394459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1394470.000000 Penalty: 4796.214844
	Iteration 24Q: 3 clusters Score -1394470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1394486.500000 Penalty: 4796.214844
	Iteration 25Q: 3 clusters Score -1394486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1394501.375000 Penalty: 4796.214844
	Iteration 26Q: 3 clusters Score -1394501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1394517.500000 Penalty: 4796.214844
	Iteration 27Q: 3 clusters Score -1394518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1394522.875000 Penalty: 4796.214844
	Iteration 28Q: 3 clusters Score -1394523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1394541.250000 Penalty: 4796.214844
	Iteration 29Q: 3 clusters Score -1394541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1394550.625000 Penalty: 4796.214844
	Iteration 30Q: 3 clusters Score -1394551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1394570.000000 Penalty: 4796.214844
	Iteration 31Q: 3 clusters Score -1394570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1394586.375000 Penalty: 4796.214844
	Iteration 32Q: 3 clusters Score -1394586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1394618.500000 Penalty: 4796.214844
	Iteration 33Q: 3 clusters Score -1394618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1394652.125000 Penalty: 4796.214844
	Iteration 34Q: 3 clusters Score -1394652 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1394687.750000 Penalty: 4796.214844
	Iteration 35Q: 3 clusters Score -1394688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1394730.000000 Penalty: 4796.214844
	Iteration 36Q: 3 clusters Score -1394730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1394765.875000 Penalty: 4796.214844
	Iteration 37Q: 3 clusters Score -1394766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1394806.625000 Penalty: 4796.214844
	Iteration 38Q: 3 clusters Score -1394807 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1394863.875000 Penalty: 4796.214844
	Iteration 39Q: 3 clusters Score -1394864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1394916.750000 Penalty: 4796.214844
	Iteration 40F: 3 clusters Score -1394917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1394962.125000 Penalty: 4796.214844
	Iteration 41Q: 3 clusters Score -1394962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1394995.125000 Penalty: 4796.214844
	Iteration 42Q: 3 clusters Score -1394995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1395005.875000 Penalty: 4796.214844
	Iteration 43Q: 3 clusters Score -1395006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1395022.625000 Penalty: 4796.214844
	Iteration 44Q: 3 clusters Score -1395023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1395031.875000 Penalty: 4796.214844
	Iteration 45Q: 3 clusters Score -1395032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1395045.250000 Penalty: 4796.214844
	Iteration 46Q: 3 clusters Score -1395045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1395056.375000 Penalty: 4796.214844
	Iteration 47Q: 3 clusters Score -1395056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1395061.250000 Penalty: 4796.214844
	Iteration 48Q: 3 clusters Score -1395061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1395066.500000 Penalty: 4796.214844
	Iteration 49Q: 3 clusters Score -1395066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1395076.875000 Penalty: 4796.214844
	Iteration 50Q: 3 clusters Score -1395077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1395085.500000 Penalty: 4796.214844
	Iteration 51Q: 3 clusters Score -1395086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1395088.625000 Penalty: 4796.214844
	Iteration 52Q: 3 clusters Score -1395089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1395094.375000 Penalty: 4796.214844
	Iteration 53Q: 3 clusters Score -1395094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1395096.250000 Penalty: 4796.214844
	Iteration 54Q: 3 clusters Score -1395096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1395104.750000 Penalty: 4796.214844
	Iteration 55Q: 3 clusters Score -1395105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1395106.125000 Penalty: 4796.214844
	Iteration 56Q: 3 clusters Score -1395106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1395112.000000 Penalty: 4796.214844
	Iteration 57Q: 3 clusters Score -1395112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1395112.125000 Penalty: 4796.214844
	Iteration 58Q: 3 clusters Score -1395112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1395117.250000 Penalty: 4796.214844
	Iteration 59Q: 3 clusters Score -1395117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1395116.375000 Penalty: 4796.214844
	Iteration 60F: 3 clusters Score -1395116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1395121.875000 Penalty: 4796.214844
	Iteration 61Q: 3 clusters Score -1395122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1395124.375000 Penalty: 4796.214844
	Iteration 62Q: 3 clusters Score -1395124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1395128 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1395126 nChanged 19
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Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1395130 nChanged 18
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	Iteration 66Q: 3 clusters Score -1395128 nChanged 12
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1395130 nChanged 17
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Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1395132 nChanged 12
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	Iteration 69Q: 3 clusters Score -1395135 nChanged 19
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	Iteration 70Q: 3 clusters Score -1395138 nChanged 30
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Mstep: Class 2 contains 10132 members 
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	Iteration 71Q: 3 clusters Score -1395143 nChanged 25
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1395162 nChanged 39
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1395166 nChanged 40
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	Iteration 77Q: 3 clusters Score -1395175 nChanged 29
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Mstep: Class 2 contains 10219 members 
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	Iteration 78Q: 3 clusters Score -1395178 nChanged 29
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	Iteration 79Q: 3 clusters Score -1395179 nChanged 31
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Mstep: Class 1 contains 5589 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1395183 nChanged 23
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Mstep: Class 1 contains 5580 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1395187 nChanged 23
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Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1395193 nChanged 26
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Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1395198 nChanged 22
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1395197 nChanged 11
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	Iteration 85Q: 3 clusters Score -1395203 nChanged 17
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Mstep: Class 1 contains 5537 members 
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	Iteration 86Q: 3 clusters Score -1395206 nChanged 21
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	Iteration 87Q: 3 clusters Score -1395208 nChanged 23
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1395213 nChanged 25
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	Iteration 89Q: 3 clusters Score -1395212 nChanged 39
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Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1395228 nChanged 39
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	Iteration 91Q: 3 clusters Score -1395231 nChanged 44
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10443 members 
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	Iteration 93Q: 3 clusters Score -1395259 nChanged 70
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Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1395280 nChanged 84
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	Iteration 95Q: 3 clusters Score -1395295 nChanged 63
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	Iteration 96Q: 3 clusters Score -1395313 nChanged 69
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10534 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1395465 nChanged 57
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Mstep: Class 2 contains 10495 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1395514 nChanged 79
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Mstep: Class 1 contains 5413 members 
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	Iteration 109Q: 3 clusters Score -1395548 nChanged 94
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Mstep: Class 2 contains 10377 members 
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	Iteration 110Q: 3 clusters Score -1395580 nChanged 107
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	Iteration 111Q: 3 clusters Score -1395620 nChanged 115
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	Iteration 112Q: 3 clusters Score -1395662 nChanged 120
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	Iteration 113Q: 3 clusters Score -1395715 nChanged 119
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	Iteration 114Q: 3 clusters Score -1395766 nChanged 132
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	Iteration 115Q: 3 clusters Score -1395833 nChanged 114
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	Iteration 116Q: 3 clusters Score -1395874 nChanged 127
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	Iteration 117Q: 3 clusters Score -1395923 nChanged 117
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Mstep: Class 1 contains 5926 members 
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	Iteration 118Q: 3 clusters Score -1395959 nChanged 104
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Mstep: Class 1 contains 5980 members 
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	Iteration 119Q: 3 clusters Score -1395993 nChanged 76
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Mstep: Class 1 contains 6008 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1396008 nChanged 62
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Mstep: Class 1 contains 6016 members 
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Entering Unmasked Estep 
Score: -1396018.250000 Penalty: 4796.214844
	Iteration 121Q: 3 clusters Score -1396018 nChanged 51
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Mstep: Class 1 contains 6019 members 
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	Iteration 122Q: 3 clusters Score -1396027 nChanged 35
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Mstep: Class 1 contains 6022 members 
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Score: -1396033.500000 Penalty: 4796.214844
	Iteration 123Q: 3 clusters Score -1396034 nChanged 28
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Mstep: Class 1 contains 6032 members 
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Score: -1396040.875000 Penalty: 4796.214844
	Iteration 124Q: 3 clusters Score -1396041 nChanged 17
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Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9791 members 
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	Iteration 125Q: 3 clusters Score -1396037 nChanged 20
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Mstep: Class 1 contains 6051 members 
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	Iteration 126Q: 3 clusters Score -1396040 nChanged 24
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	Iteration 127Q: 3 clusters Score -1396044 nChanged 20
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	Iteration 128Q: 3 clusters Score -1396046 nChanged 21
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	Iteration 129Q: 3 clusters Score -1396047 nChanged 17
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Mstep: Class 1 contains 6085 members 
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	Iteration 130Q: 3 clusters Score -1396051 nChanged 9
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	Iteration 131Q: 3 clusters Score -1396050 nChanged 11
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	Iteration 132Q: 3 clusters Score -1396048 nChanged 7
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	Iteration 133Q: 3 clusters Score -1396048 nChanged 8
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	Iteration 134Q: 3 clusters Score -1396050 nChanged 7
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	Iteration 135Q: 3 clusters Score -1396052 nChanged 5
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Mstep: Class 1 contains 6106 members 
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	Iteration 136Q: 3 clusters Score -1396054 nChanged 3
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	Iteration 137Q: 3 clusters Score -1396050 nChanged 3
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Mstep: Class 1 contains 6112 members 
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Score: -1396051.875000 Penalty: 4796.214844
	Iteration 138Q: 3 clusters Score -1396052 nChanged 2
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Mstep: Class 1 contains 6114 members 
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	Iteration 139Q: 3 clusters Score -1396053 nChanged 3
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	Iteration 140F: 3 clusters Score -1396057 nChanged 2
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	Iteration 141Q: 3 clusters Score -1396053 nChanged 2
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	Iteration 142Q: 3 clusters Score -1396054 nChanged 1
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	Iteration 143Q: 3 clusters Score -1396052 nChanged 2
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	Iteration 144Q: 3 clusters Score -1396053 nChanged 1
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	Iteration 145Q: 3 clusters Score -1396053 nChanged 3
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	Iteration 146Q: 3 clusters Score -1396052 nChanged 4
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	Iteration 147Q: 3 clusters Score -1396054 nChanged 3
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	Iteration 148Q: 3 clusters Score -1396054 nChanged 4
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	Iteration 149Q: 3 clusters Score -1396056 nChanged 2
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	Iteration 150Q: 3 clusters Score -1396056 nChanged 0
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Entering Unmasked Estep 
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	Iteration 151F: 3 clusters Score -1396056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 37365 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Entering Unmasked Estep 
Score: -95931888.000000 Penalty: 78779.968750
Splitting cluster 4 changes total score from -95864136.000000 to -95931888.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (21432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Entering Unmasked Estep 
Score: -2150922.000000 Penalty: 2473.214844
	Iteration 0F: 2 clusters Score -2150922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2135841.250000 Penalty: 4946.429688
	Iteration 0F: 3 clusters Score -2135841 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2141005.500000 Penalty: 4946.429688
	Iteration 1F: 3 clusters Score -2141006 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2141575.000000 Penalty: 4946.429688
	Iteration 2F: 3 clusters Score -2141575 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2142299.000000 Penalty: 4946.429688
	Iteration 3F: 3 clusters Score -2142299 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2143298.000000 Penalty: 4946.429688
	Iteration 4F: 3 clusters Score -2143298 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2144611.000000 Penalty: 4946.429688
	Iteration 5F: 3 clusters Score -2144611 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2146160.250000 Penalty: 4946.429688
	Iteration 6F: 3 clusters Score -2146160 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2147539.750000 Penalty: 4946.429688
	Iteration 7F: 3 clusters Score -2147540 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2148515.250000 Penalty: 4946.429688
	Iteration 8F: 3 clusters Score -2148515 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2149201.000000 Penalty: 4946.429688
	Iteration 9Q: 3 clusters Score -2149201 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2149741.750000 Penalty: 4946.429688
	Iteration 10Q: 3 clusters Score -2149742 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2150289.000000 Penalty: 4946.429688
	Iteration 11Q: 3 clusters Score -2150289 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2150963.000000 Penalty: 4946.429688
	Iteration 12Q: 3 clusters Score -2150963 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2151794.000000 Penalty: 4946.429688
	Iteration 13Q: 3 clusters Score -2151794 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2152909.500000 Penalty: 4946.429688
	Iteration 14Q: 3 clusters Score -2152910 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2154406.750000 Penalty: 4946.429688
	Iteration 15Q: 3 clusters Score -2154407 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2155847.250000 Penalty: 4946.429688
	Iteration 16Q: 3 clusters Score -2155847 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2157183.500000 Penalty: 4946.429688
	Iteration 17Q: 3 clusters Score -2157184 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2158677.750000 Penalty: 4946.429688
	Iteration 18Q: 3 clusters Score -2158678 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2160153.000000 Penalty: 4946.429688
	Iteration 19Q: 3 clusters Score -2160153 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2160856.500000 Penalty: 4946.429688
	Iteration 20F: 3 clusters Score -2160856 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2161377.500000 Penalty: 4946.429688
	Iteration 21Q: 3 clusters Score -2161378 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2161974.500000 Penalty: 4946.429688
	Iteration 22Q: 3 clusters Score -2161974 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2162787.750000 Penalty: 4946.429688
	Iteration 23Q: 3 clusters Score -2162788 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2164099.750000 Penalty: 4946.429688
	Iteration 24Q: 3 clusters Score -2164100 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2166630.250000 Penalty: 4946.429688
	Iteration 25F: 3 clusters Score -2166630 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2169978.000000 Penalty: 4946.429688
	Iteration 26Q: 3 clusters Score -2169978 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2170763.750000 Penalty: 4946.429688
	Iteration 27Q: 3 clusters Score -2170764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2170798.250000 Penalty: 4946.429688
	Iteration 28Q: 3 clusters Score -2170798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2170799.000000 Penalty: 4946.429688
	Iteration 29Q: 3 clusters Score -2170799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2170799.000000 Penalty: 4946.429688
	Iteration 30F: 3 clusters Score -2170799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 37365 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Entering Unmasked Estep 
Score: -95951240.000000 Penalty: 82205.179688
Splitting cluster 5 changes total score from -95864136.000000 to -95951240.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -563565.312500 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -563565.3 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 2928 members 
Entering Unmasked Estep 
Score: -558675.750000 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -558675.8 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -560308.312500 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -560308.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -561093.625000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -561093.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -562041.125000 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -562041.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -562980.750000 Penalty: 4302.231934
	Iteration 4F: 3 clusters Score -562980.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -563565.000000 Penalty: 4302.231934
	Iteration 5F: 3 clusters Score -563565 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -563893.500000 Penalty: 4302.231934
	Iteration 6F: 3 clusters Score -563893.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -564171.187500 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -564171.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -564613.625000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -564613.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -565119.437500 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -565119.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -565467.250000 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -565467.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -565597.312500 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -565597.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -565686.812500 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -565686.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -565780.750000 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -565780.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -565917.875000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -565917.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -566197.812500 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -566197.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -566763.937500 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -566763.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -568625.125000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -568625.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -569274.062500 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -569274.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -569339.062500 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -569339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -569378.500000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -569378.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -569422.125000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -569422.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -569468.812500 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -569468.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -569544.687500 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -569544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -569652.500000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -569652.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -569763.750000 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -569763.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -569818.812500 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -569818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -569835.062500 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -569835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -569837.375000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -569837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -569839.500000 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -569839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -569840.312500 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -569840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -569842.625000 Penalty: 4302.231934
	Iteration 31F: 3 clusters Score -569842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -569842.625000 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -569842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -569842.625000 Penalty: 4302.231934
	Iteration 33F: 3 clusters Score -569842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 37365 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Entering Unmasked Estep 
Score: -95955896.000000 Penalty: 85630.398438
Splitting cluster 6 changes total score from -95864136.000000 to -95955896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (37365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Entering Unmasked Estep 
Score: -3580770.750000 Penalty: 2611.065430
	Iteration 0F: 2 clusters Score -3580771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3555412.250000 Penalty: 5222.130859
	Iteration 0F: 3 clusters Score -3555412 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3566906.250000 Penalty: 5222.130859
	Iteration 1F: 3 clusters Score -3566906 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3571406.500000 Penalty: 5222.130859
	Iteration 2F: 3 clusters Score -3571406 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3576422.500000 Penalty: 5222.130859
	Iteration 3F: 3 clusters Score -3576422 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3581027.000000 Penalty: 5222.130859
	Iteration 4F: 3 clusters Score -3581027 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3583922.750000 Penalty: 5222.130859
	Iteration 5F: 3 clusters Score -3583923 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3585301.250000 Penalty: 5222.130859
	Iteration 6F: 3 clusters Score -3585301 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3586104.750000 Penalty: 5222.130859
	Iteration 7Q: 3 clusters Score -3586105 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3586573.250000 Penalty: 5222.130859
	Iteration 8Q: 3 clusters Score -3586573 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3586932.750000 Penalty: 5222.130859
	Iteration 9Q: 3 clusters Score -3586933 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3587238.000000 Penalty: 5222.130859
	Iteration 10Q: 3 clusters Score -3587238 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3587490.250000 Penalty: 5222.130859
	Iteration 11Q: 3 clusters Score -3587490 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3587725.000000 Penalty: 5222.130859
	Iteration 12Q: 3 clusters Score -3587725 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3587898.750000 Penalty: 5222.130859
	Iteration 13Q: 3 clusters Score -3587899 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3587985.250000 Penalty: 5222.130859
	Iteration 14Q: 3 clusters Score -3587985 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3588045.250000 Penalty: 5222.130859
	Iteration 15Q: 3 clusters Score -3588045 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3588076.750000 Penalty: 5222.130859
	Iteration 16Q: 3 clusters Score -3588077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3588095.500000 Penalty: 5222.130859
	Iteration 17Q: 3 clusters Score -3588096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3588130.750000 Penalty: 5222.130859
	Iteration 18Q: 3 clusters Score -3588131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3588138.500000 Penalty: 5222.130859
	Iteration 19Q: 3 clusters Score -3588138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3588151.500000 Penalty: 5222.130859
	Iteration 20F: 3 clusters Score -3588152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3588153.250000 Penalty: 5222.130859
	Iteration 21Q: 3 clusters Score -3588153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3588145.250000 Penalty: 5222.130859
	Iteration 22Q: 3 clusters Score -3588145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3588153.250000 Penalty: 5222.130859
	Iteration 23Q: 3 clusters Score -3588153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3588150.250000 Penalty: 5222.130859
	Iteration 24Q: 3 clusters Score -3588150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3588155.250000 Penalty: 5222.130859
	Iteration 25Q: 3 clusters Score -3588155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3588157.750000 Penalty: 5222.130859
	Iteration 26Q: 3 clusters Score -3588158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3588155.500000 Penalty: 5222.130859
	Iteration 27Q: 3 clusters Score -3588156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3588158.250000 Penalty: 5222.130859
	Iteration 28Q: 3 clusters Score -3588158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3588160.000000 Penalty: 5222.130859
	Iteration 29Q: 3 clusters Score -3588160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3588155.250000 Penalty: 5222.130859
	Iteration 30Q: 3 clusters Score -3588155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3588154.250000 Penalty: 5222.130859
	Iteration 31Q: 3 clusters Score -3588154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3588155.000000 Penalty: 5222.130859
	Iteration 32Q: 3 clusters Score -3588155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3588157.500000 Penalty: 5222.130859
	Iteration 33Q: 3 clusters Score -3588158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3588157.250000 Penalty: 5222.130859
	Iteration 34Q: 3 clusters Score -3588157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3588155.250000 Penalty: 5222.130859
	Iteration 35Q: 3 clusters Score -3588155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3588157.250000 Penalty: 5222.130859
	Iteration 36Q: 3 clusters Score -3588157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3588157.250000 Penalty: 5222.130859
	Iteration 37Q: 3 clusters Score -3588157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3588159.000000 Penalty: 5222.130859
	Iteration 38Q: 3 clusters Score -3588159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3588158.500000 Penalty: 5222.130859
	Iteration 39Q: 3 clusters Score -3588158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3588162.750000 Penalty: 5222.130859
	Iteration 40F: 3 clusters Score -3588163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3588162.750000 Penalty: 5222.130859
	Iteration 41Q: 3 clusters Score -3588163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3588162.500000 Penalty: 5222.130859
	Iteration 42Q: 3 clusters Score -3588162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3588160.500000 Penalty: 5222.130859
	Iteration 43Q: 3 clusters Score -3588160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3588163.750000 Penalty: 5222.130859
	Iteration 44Q: 3 clusters Score -3588164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3588163.250000 Penalty: 5222.130859
	Iteration 45Q: 3 clusters Score -3588163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3588165.250000 Penalty: 5222.130859
	Iteration 46Q: 3 clusters Score -3588165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3588164.250000 Penalty: 5222.130859
	Iteration 47Q: 3 clusters Score -3588164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3588164.500000 Penalty: 5222.130859
	Iteration 48Q: 3 clusters Score -3588164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3588165.000000 Penalty: 5222.130859
	Iteration 49Q: 3 clusters Score -3588165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3588162.750000 Penalty: 5222.130859
	Iteration 50Q: 3 clusters Score -3588163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3588162.750000 Penalty: 5222.130859
	Iteration 51F: 3 clusters Score -3588163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Entering Unmasked Estep 
Score: -95962016.000000 Penalty: 89055.617188
Splitting cluster 7 changes total score from -95864136.000000 to -95962016.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (14727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Entering Unmasked Estep 
Score: -1147655.375000 Penalty: 2380.164551
	Iteration 0F: 2 clusters Score -1147655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1137146.500000 Penalty: 4760.329102
	Iteration 0F: 3 clusters Score -1137146 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1143688.375000 Penalty: 4760.329102
	Iteration 1F: 3 clusters Score -1143688 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1146724.875000 Penalty: 4760.329102
	Iteration 2F: 3 clusters Score -1146725 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1148521.500000 Penalty: 4760.329102
	Iteration 3F: 3 clusters Score -1148522 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1149552.250000 Penalty: 4760.329102
	Iteration 4F: 3 clusters Score -1149552 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1150161.125000 Penalty: 4760.329102
	Iteration 5Q: 3 clusters Score -1150161 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1150535.875000 Penalty: 4760.329102
	Iteration 6Q: 3 clusters Score -1150536 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1150798.125000 Penalty: 4760.329102
	Iteration 7Q: 3 clusters Score -1150798 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1150972.625000 Penalty: 4760.329102
	Iteration 8Q: 3 clusters Score -1150973 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1151076.250000 Penalty: 4760.329102
	Iteration 9Q: 3 clusters Score -1151076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1151142.375000 Penalty: 4760.329102
	Iteration 10Q: 3 clusters Score -1151142 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1151180.375000 Penalty: 4760.329102
	Iteration 11Q: 3 clusters Score -1151180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1151202.000000 Penalty: 4760.329102
	Iteration 12Q: 3 clusters Score -1151202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1151224.125000 Penalty: 4760.329102
	Iteration 13Q: 3 clusters Score -1151224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1151234.500000 Penalty: 4760.329102
	Iteration 14Q: 3 clusters Score -1151234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1151247.000000 Penalty: 4760.329102
	Iteration 15Q: 3 clusters Score -1151247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1151257.000000 Penalty: 4760.329102
	Iteration 16Q: 3 clusters Score -1151257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1151263.375000 Penalty: 4760.329102
	Iteration 17Q: 3 clusters Score -1151263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1151271.625000 Penalty: 4760.329102
	Iteration 18Q: 3 clusters Score -1151272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1151278.250000 Penalty: 4760.329102
	Iteration 19Q: 3 clusters Score -1151278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1151288.625000 Penalty: 4760.329102
	Iteration 20F: 3 clusters Score -1151289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1151296.000000 Penalty: 4760.329102
	Iteration 21Q: 3 clusters Score -1151296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1151299.500000 Penalty: 4760.329102
	Iteration 22Q: 3 clusters Score -1151300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1151305.000000 Penalty: 4760.329102
	Iteration 23Q: 3 clusters Score -1151305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1151314.500000 Penalty: 4760.329102
	Iteration 24Q: 3 clusters Score -1151314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1151318.875000 Penalty: 4760.329102
	Iteration 25Q: 3 clusters Score -1151319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1151322.750000 Penalty: 4760.329102
	Iteration 26Q: 3 clusters Score -1151323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1151319.125000 Penalty: 4760.329102
	Iteration 27Q: 3 clusters Score -1151319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1151317.875000 Penalty: 4760.329102
	Iteration 28Q: 3 clusters Score -1151318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1151323.625000 Penalty: 4760.329102
	Iteration 29Q: 3 clusters Score -1151324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1151326.875000 Penalty: 4760.329102
	Iteration 30Q: 3 clusters Score -1151327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1151327.625000 Penalty: 4760.329102
	Iteration 31Q: 3 clusters Score -1151328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1151329.750000 Penalty: 4760.329102
	Iteration 32Q: 3 clusters Score -1151330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1151327.250000 Penalty: 4760.329102
	Iteration 33Q: 3 clusters Score -1151327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1151330.000000 Penalty: 4760.329102
	Iteration 34Q: 3 clusters Score -1151330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1151331.000000 Penalty: 4760.329102
	Iteration 35Q: 3 clusters Score -1151331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1151332.875000 Penalty: 4760.329102
	Iteration 36Q: 3 clusters Score -1151333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1151334.750000 Penalty: 4760.329102
	Iteration 37Q: 3 clusters Score -1151335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1151333.250000 Penalty: 4760.329102
	Iteration 38Q: 3 clusters Score -1151333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1151334.000000 Penalty: 4760.329102
	Iteration 39Q: 3 clusters Score -1151334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1151333.750000 Penalty: 4760.329102
	Iteration 40F: 3 clusters Score -1151334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1151333.625000 Penalty: 4760.329102
	Iteration 41Q: 3 clusters Score -1151334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1151332.750000 Penalty: 4760.329102
	Iteration 42Q: 3 clusters Score -1151333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1151332.750000 Penalty: 4760.329102
	Iteration 43Q: 3 clusters Score -1151333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1151337.500000 Penalty: 4760.329102
	Iteration 44Q: 3 clusters Score -1151338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1151343.125000 Penalty: 4760.329102
	Iteration 45Q: 3 clusters Score -1151343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1151342.875000 Penalty: 4760.329102
	Iteration 46Q: 3 clusters Score -1151343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1151345.375000 Penalty: 4760.329102
	Iteration 47Q: 3 clusters Score -1151345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1151347.500000 Penalty: 4760.329102
	Iteration 48Q: 3 clusters Score -1151348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1151352.625000 Penalty: 4760.329102
	Iteration 49Q: 3 clusters Score -1151353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1151357.375000 Penalty: 4760.329102
	Iteration 50Q: 3 clusters Score -1151357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1151360.000000 Penalty: 4760.329102
	Iteration 51Q: 3 clusters Score -1151360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1151366.750000 Penalty: 4760.329102
	Iteration 52Q: 3 clusters Score -1151367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1151371.500000 Penalty: 4760.329102
	Iteration 53Q: 3 clusters Score -1151372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1151378.625000 Penalty: 4760.329102
	Iteration 54Q: 3 clusters Score -1151379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1151382.250000 Penalty: 4760.329102
	Iteration 55Q: 3 clusters Score -1151382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1151389.625000 Penalty: 4760.329102
	Iteration 56Q: 3 clusters Score -1151390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1151390.625000 Penalty: 4760.329102
	Iteration 57Q: 3 clusters Score -1151391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1151395.500000 Penalty: 4760.329102
	Iteration 58Q: 3 clusters Score -1151396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1151400.625000 Penalty: 4760.329102
	Iteration 59Q: 3 clusters Score -1151401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1151405.875000 Penalty: 4760.329102
	Iteration 60F: 3 clusters Score -1151406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1151403.250000 Penalty: 4760.329102
	Iteration 61Q: 3 clusters Score -1151403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1151405.750000 Penalty: 4760.329102
	Iteration 62Q: 3 clusters Score -1151406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1151405.000000 Penalty: 4760.329102
	Iteration 63Q: 3 clusters Score -1151405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1151407.000000 Penalty: 4760.329102
	Iteration 64Q: 3 clusters Score -1151407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1151409.125000 Penalty: 4760.329102
	Iteration 65Q: 3 clusters Score -1151409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1151409.250000 Penalty: 4760.329102
	Iteration 66Q: 3 clusters Score -1151409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1151408.750000 Penalty: 4760.329102
	Iteration 67Q: 3 clusters Score -1151409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1151413.000000 Penalty: 4760.329102
	Iteration 68Q: 3 clusters Score -1151413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1151410.625000 Penalty: 4760.329102
	Iteration 69Q: 3 clusters Score -1151411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1151410.875000 Penalty: 4760.329102
	Iteration 70Q: 3 clusters Score -1151411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1151411.125000 Penalty: 4760.329102
	Iteration 71Q: 3 clusters Score -1151411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1151411.125000 Penalty: 4760.329102
	Iteration 72F: 3 clusters Score -1151411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Entering Unmasked Estep 
Score: -95964768.000000 Penalty: 92480.828125
Splitting cluster 8 changes total score from -95864136.000000 to -95964768.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -1285984.375000 Penalty: 2365.456543
	Iteration 0F: 2 clusters Score -1285984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1276150.250000 Penalty: 4730.913086
	Iteration 0F: 3 clusters Score -1276150 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1280866.000000 Penalty: 4730.913086
	Iteration 1F: 3 clusters Score -1280866 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1284461.250000 Penalty: 4730.913086
	Iteration 2F: 3 clusters Score -1284461 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1288336.125000 Penalty: 4730.913086
	Iteration 3F: 3 clusters Score -1288336 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1290341.000000 Penalty: 4730.913086
	Iteration 4F: 3 clusters Score -1290341 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1291535.375000 Penalty: 4730.913086
	Iteration 5F: 3 clusters Score -1291535 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1292771.625000 Penalty: 4730.913086
	Iteration 6F: 3 clusters Score -1292772 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1293881.250000 Penalty: 4730.913086
	Iteration 7Q: 3 clusters Score -1293881 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1294352.875000 Penalty: 4730.913086
	Iteration 8Q: 3 clusters Score -1294353 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1294463.375000 Penalty: 4730.913086
	Iteration 9Q: 3 clusters Score -1294463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1294486.375000 Penalty: 4730.913086
	Iteration 10Q: 3 clusters Score -1294486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1294495.750000 Penalty: 4730.913086
	Iteration 11Q: 3 clusters Score -1294496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1294505.500000 Penalty: 4730.913086
	Iteration 12Q: 3 clusters Score -1294506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1294502.500000 Penalty: 4730.913086
	Iteration 13Q: 3 clusters Score -1294502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1294503.250000 Penalty: 4730.913086
	Iteration 14Q: 3 clusters Score -1294503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1294505.500000 Penalty: 4730.913086
	Iteration 15Q: 3 clusters Score -1294506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1294506.750000 Penalty: 4730.913086
	Iteration 16Q: 3 clusters Score -1294507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1294506.750000 Penalty: 4730.913086
	Iteration 17F: 3 clusters Score -1294507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Entering Unmasked Estep 
Score: -95972192.000000 Penalty: 95906.046875
Splitting cluster 9 changes total score from -95864136.000000 to -95972192.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (19041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Entering Unmasked Estep 
Score: -1892677.500000 Penalty: 2443.878906
	Iteration 0F: 2 clusters Score -1892678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1879138.250000 Penalty: 4887.757812
	Iteration 0F: 3 clusters Score -1879138 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1883814.250000 Penalty: 4887.757812
	Iteration 1F: 3 clusters Score -1883814 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1884613.250000 Penalty: 4887.757812
	Iteration 2F: 3 clusters Score -1884613 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1885485.625000 Penalty: 4887.757812
	Iteration 3F: 3 clusters Score -1885486 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1886422.250000 Penalty: 4887.757812
	Iteration 4F: 3 clusters Score -1886422 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1887397.250000 Penalty: 4887.757812
	Iteration 5F: 3 clusters Score -1887397 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1888258.000000 Penalty: 4887.757812
	Iteration 6F: 3 clusters Score -1888258 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1889018.000000 Penalty: 4887.757812
	Iteration 7F: 3 clusters Score -1889018 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1889675.625000 Penalty: 4887.757812
	Iteration 8Q: 3 clusters Score -1889676 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1890252.875000 Penalty: 4887.757812
	Iteration 9Q: 3 clusters Score -1890253 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1890701.250000 Penalty: 4887.757812
	Iteration 10Q: 3 clusters Score -1890701 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1890994.625000 Penalty: 4887.757812
	Iteration 11Q: 3 clusters Score -1890995 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1891171.000000 Penalty: 4887.757812
	Iteration 12Q: 3 clusters Score -1891171 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1891302.625000 Penalty: 4887.757812
	Iteration 13Q: 3 clusters Score -1891303 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1891442.625000 Penalty: 4887.757812
	Iteration 14Q: 3 clusters Score -1891443 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1891589.625000 Penalty: 4887.757812
	Iteration 15Q: 3 clusters Score -1891590 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1891732.375000 Penalty: 4887.757812
	Iteration 16Q: 3 clusters Score -1891732 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1891845.625000 Penalty: 4887.757812
	Iteration 17Q: 3 clusters Score -1891846 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1891933.625000 Penalty: 4887.757812
	Iteration 18Q: 3 clusters Score -1891934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1891990.125000 Penalty: 4887.757812
	Iteration 19Q: 3 clusters Score -1891990 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1892025.875000 Penalty: 4887.757812
	Iteration 20F: 3 clusters Score -1892026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1892053.125000 Penalty: 4887.757812
	Iteration 21Q: 3 clusters Score -1892053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1892098.625000 Penalty: 4887.757812
	Iteration 22Q: 3 clusters Score -1892099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1892124.625000 Penalty: 4887.757812
	Iteration 23Q: 3 clusters Score -1892125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1892146.875000 Penalty: 4887.757812
	Iteration 24Q: 3 clusters Score -1892147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1892164.250000 Penalty: 4887.757812
	Iteration 25Q: 3 clusters Score -1892164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1892184.625000 Penalty: 4887.757812
	Iteration 26Q: 3 clusters Score -1892185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1892200.250000 Penalty: 4887.757812
	Iteration 27Q: 3 clusters Score -1892200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1892211.000000 Penalty: 4887.757812
	Iteration 28Q: 3 clusters Score -1892211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1892223.875000 Penalty: 4887.757812
	Iteration 29Q: 3 clusters Score -1892224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1892235.500000 Penalty: 4887.757812
	Iteration 30Q: 3 clusters Score -1892236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1892254.875000 Penalty: 4887.757812
	Iteration 31Q: 3 clusters Score -1892255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1892263.375000 Penalty: 4887.757812
	Iteration 32Q: 3 clusters Score -1892263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1892276.500000 Penalty: 4887.757812
	Iteration 33Q: 3 clusters Score -1892276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1892283.750000 Penalty: 4887.757812
	Iteration 34Q: 3 clusters Score -1892284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1892289.750000 Penalty: 4887.757812
	Iteration 35Q: 3 clusters Score -1892290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1892294.125000 Penalty: 4887.757812
	Iteration 36Q: 3 clusters Score -1892294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1892296.250000 Penalty: 4887.757812
	Iteration 37Q: 3 clusters Score -1892296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1892295.625000 Penalty: 4887.757812
	Iteration 38Q: 3 clusters Score -1892296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1892295.625000 Penalty: 4887.757812
	Iteration 39Q: 3 clusters Score -1892296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1892295.875000 Penalty: 4887.757812
	Iteration 40F: 3 clusters Score -1892296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1892297.750000 Penalty: 4887.757812
	Iteration 41Q: 3 clusters Score -1892298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1892299.125000 Penalty: 4887.757812
	Iteration 42Q: 3 clusters Score -1892299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1892299.125000 Penalty: 4887.757812
	Iteration 43F: 3 clusters Score -1892299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Entering Unmasked Estep 
Score: -1911528.750000 Penalty: 2462.454590
	Iteration 0F: 2 clusters Score -1911529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1897017.000000 Penalty: 4924.909180
	Iteration 0F: 3 clusters Score -1897017 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1902564.250000 Penalty: 4924.909180
	Iteration 1F: 3 clusters Score -1902564 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1904227.500000 Penalty: 4924.909180
	Iteration 2F: 3 clusters Score -1904228 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1906697.250000 Penalty: 4924.909180
	Iteration 3F: 3 clusters Score -1906697 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1909609.500000 Penalty: 4924.909180
	Iteration 4F: 3 clusters Score -1909610 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1912175.250000 Penalty: 4924.909180
	Iteration 5F: 3 clusters Score -1912175 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1913504.125000 Penalty: 4924.909180
	Iteration 6F: 3 clusters Score -1913504 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1914071.875000 Penalty: 4924.909180
	Iteration 7Q: 3 clusters Score -1914072 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1914357.250000 Penalty: 4924.909180
	Iteration 8Q: 3 clusters Score -1914357 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1914506.750000 Penalty: 4924.909180
	Iteration 9Q: 3 clusters Score -1914507 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1914607.375000 Penalty: 4924.909180
	Iteration 10Q: 3 clusters Score -1914607 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1914659.125000 Penalty: 4924.909180
	Iteration 11Q: 3 clusters Score -1914659 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1914689.625000 Penalty: 4924.909180
	Iteration 12Q: 3 clusters Score -1914690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1914709.750000 Penalty: 4924.909180
	Iteration 13Q: 3 clusters Score -1914710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1914731.500000 Penalty: 4924.909180
	Iteration 14Q: 3 clusters Score -1914732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1914733.500000 Penalty: 4924.909180
	Iteration 15Q: 3 clusters Score -1914734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1914742.125000 Penalty: 4924.909180
	Iteration 16Q: 3 clusters Score -1914742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1914744.250000 Penalty: 4924.909180
	Iteration 17Q: 3 clusters Score -1914744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1914752.875000 Penalty: 4924.909180
	Iteration 18Q: 3 clusters Score -1914753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1914749.375000 Penalty: 4924.909180
	Iteration 19Q: 3 clusters Score -1914749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1914751.750000 Penalty: 4924.909180
	Iteration 20F: 3 clusters Score -1914752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1914754.375000 Penalty: 4924.909180
	Iteration 21Q: 3 clusters Score -1914754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1914752.375000 Penalty: 4924.909180
	Iteration 22Q: 3 clusters Score -1914752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1914757.250000 Penalty: 4924.909180
	Iteration 23Q: 3 clusters Score -1914757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1914757.375000 Penalty: 4924.909180
	Iteration 24Q: 3 clusters Score -1914757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1914758.375000 Penalty: 4924.909180
	Iteration 25Q: 3 clusters Score -1914758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1914757.250000 Penalty: 4924.909180
	Iteration 26Q: 3 clusters Score -1914757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1914761.375000 Penalty: 4924.909180
	Iteration 27Q: 3 clusters Score -1914761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1914761.000000 Penalty: 4924.909180
	Iteration 28Q: 3 clusters Score -1914761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1914761.875000 Penalty: 4924.909180
	Iteration 29Q: 3 clusters Score -1914762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1914758.625000 Penalty: 4924.909180
	Iteration 30Q: 3 clusters Score -1914759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1914759.875000 Penalty: 4924.909180
	Iteration 31Q: 3 clusters Score -1914760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1914758.375000 Penalty: 4924.909180
	Iteration 32Q: 3 clusters Score -1914758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1914757.500000 Penalty: 4924.909180
	Iteration 33Q: 3 clusters Score -1914758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1914760.250000 Penalty: 4924.909180
	Iteration 34Q: 3 clusters Score -1914760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1914764.625000 Penalty: 4924.909180
	Iteration 35Q: 3 clusters Score -1914765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1914762.250000 Penalty: 4924.909180
	Iteration 36Q: 3 clusters Score -1914762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1914757.500000 Penalty: 4924.909180
	Iteration 37Q: 3 clusters Score -1914758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1914757.500000 Penalty: 4924.909180
	Iteration 38Q: 3 clusters Score -1914758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1914754.625000 Penalty: 4924.909180
	Iteration 39Q: 3 clusters Score -1914755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1914754.625000 Penalty: 4924.909180
	Iteration 40F: 3 clusters Score -1914755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 53783 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11764 members 
Entering Unmasked Estep 
Score: -95974656.000000 Penalty: 99331.265625
Splitting cluster 11 changes total score from -95864136.000000 to -95974656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (53783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Entering Unmasked Estep 
Score: -4790234.500000 Penalty: 2701.392822
	Iteration 0F: 2 clusters Score -4790234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4753779.500000 Penalty: 5402.785645
	Iteration 0F: 3 clusters Score -4753780 nChanged 25056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4770161.500000 Penalty: 5402.785645
	Iteration 1F: 3 clusters Score -4770162 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4774572.000000 Penalty: 5402.785645
	Iteration 2F: 3 clusters Score -4774572 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4780236.000000 Penalty: 5402.785645
	Iteration 3F: 3 clusters Score -4780236 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4785605.000000 Penalty: 5402.785645
	Iteration 4F: 3 clusters Score -4785605 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4789441.500000 Penalty: 5402.785645
	Iteration 5F: 3 clusters Score -4789442 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4791739.000000 Penalty: 5402.785645
	Iteration 6F: 3 clusters Score -4791739 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4793530.500000 Penalty: 5402.785645
	Iteration 7Q: 3 clusters Score -4793530 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4795591.000000 Penalty: 5402.785645
	Iteration 8Q: 3 clusters Score -4795591 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4797668.000000 Penalty: 5402.785645
	Iteration 9Q: 3 clusters Score -4797668 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4799417.500000 Penalty: 5402.785645
	Iteration 10Q: 3 clusters Score -4799418 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4800902.000000 Penalty: 5402.785645
	Iteration 11Q: 3 clusters Score -4800902 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4802226.500000 Penalty: 5402.785645
	Iteration 12Q: 3 clusters Score -4802226 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4803393.500000 Penalty: 5402.785645
	Iteration 13Q: 3 clusters Score -4803394 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4804499.500000 Penalty: 5402.785645
	Iteration 14Q: 3 clusters Score -4804500 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4805715.000000 Penalty: 5402.785645
	Iteration 15Q: 3 clusters Score -4805715 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4807031.500000 Penalty: 5402.785645
	Iteration 16Q: 3 clusters Score -4807032 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4807753.500000 Penalty: 5402.785645
	Iteration 17Q: 3 clusters Score -4807754 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4808132.500000 Penalty: 5402.785645
	Iteration 18Q: 3 clusters Score -4808132 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -4808476.000000 Penalty: 5402.785645
	Iteration 19Q: 3 clusters Score -4808476 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4809321.500000 Penalty: 5402.785645
	Iteration 20F: 3 clusters Score -4809322 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4810754.000000 Penalty: 5402.785645
	Iteration 21Q: 3 clusters Score -4810754 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4811830.000000 Penalty: 5402.785645
	Iteration 22Q: 3 clusters Score -4811830 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4812098.500000 Penalty: 5402.785645
	Iteration 23Q: 3 clusters Score -4812098 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4812144.000000 Penalty: 5402.785645
	Iteration 24Q: 3 clusters Score -4812144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4812168.000000 Penalty: 5402.785645
	Iteration 25Q: 3 clusters Score -4812168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4812176.000000 Penalty: 5402.785645
	Iteration 26Q: 3 clusters Score -4812176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4812175.500000 Penalty: 5402.785645
	Iteration 27Q: 3 clusters Score -4812176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4812184.000000 Penalty: 5402.785645
	Iteration 28Q: 3 clusters Score -4812184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4812166.000000 Penalty: 5402.785645
	Iteration 29Q: 3 clusters Score -4812166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4812163.000000 Penalty: 5402.785645
	Iteration 30Q: 3 clusters Score -4812163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4812166.000000 Penalty: 5402.785645
	Iteration 31Q: 3 clusters Score -4812166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4812168.000000 Penalty: 5402.785645
	Iteration 32Q: 3 clusters Score -4812168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4812167.000000 Penalty: 5402.785645
	Iteration 33Q: 3 clusters Score -4812167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4812170.000000 Penalty: 5402.785645
	Iteration 34Q: 3 clusters Score -4812170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4812169.500000 Penalty: 5402.785645
	Iteration 35Q: 3 clusters Score -4812170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4812180.000000 Penalty: 5402.785645
	Iteration 36Q: 3 clusters Score -4812180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4812185.500000 Penalty: 5402.785645
	Iteration 37Q: 3 clusters Score -4812186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4812190.000000 Penalty: 5402.785645
	Iteration 38Q: 3 clusters Score -4812190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -4812189.000000 Penalty: 5402.785645
	Iteration 39Q: 3 clusters Score -4812189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4812188.500000 Penalty: 5402.785645
	Iteration 40F: 3 clusters Score -4812188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4812191.000000 Penalty: 5402.785645
	Iteration 41Q: 3 clusters Score -4812191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4812190.000000 Penalty: 5402.785645
	Iteration 42Q: 3 clusters Score -4812190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4812190.000000 Penalty: 5402.785645
	Iteration 43F: 3 clusters Score -4812190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11764 members 
Mstep: Class 30 contains 34776 members 
Entering Unmasked Estep 
Score: -95996120.000000 Penalty: 102756.476562
Splitting cluster 12 changes total score from -95864136.000000 to -95996120.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (28653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Entering Unmasked Estep 
Score: -2848756.000000 Penalty: 2545.227539
	Iteration 0F: 2 clusters Score -2848756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2829165.750000 Penalty: 5090.455078
	Iteration 0F: 3 clusters Score -2829166 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2837572.250000 Penalty: 5090.455078
	Iteration 1F: 3 clusters Score -2837572 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2844182.500000 Penalty: 5090.455078
	Iteration 2F: 3 clusters Score -2844182 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2854476.250000 Penalty: 5090.455078
	Iteration 3F: 3 clusters Score -2854476 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2859590.500000 Penalty: 5090.455078
	Iteration 4F: 3 clusters Score -2859590 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2861797.250000 Penalty: 5090.455078
	Iteration 5F: 3 clusters Score -2861797 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2863093.250000 Penalty: 5090.455078
	Iteration 6Q: 3 clusters Score -2863093 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2863872.500000 Penalty: 5090.455078
	Iteration 7Q: 3 clusters Score -2863872 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2864236.500000 Penalty: 5090.455078
	Iteration 8Q: 3 clusters Score -2864236 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2864367.750000 Penalty: 5090.455078
	Iteration 9Q: 3 clusters Score -2864368 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2864430.750000 Penalty: 5090.455078
	Iteration 10Q: 3 clusters Score -2864431 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2864454.000000 Penalty: 5090.455078
	Iteration 11Q: 3 clusters Score -2864454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2864469.250000 Penalty: 5090.455078
	Iteration 12Q: 3 clusters Score -2864469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2864474.750000 Penalty: 5090.455078
	Iteration 13Q: 3 clusters Score -2864475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2864483.250000 Penalty: 5090.455078
	Iteration 14Q: 3 clusters Score -2864483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2864481.000000 Penalty: 5090.455078
	Iteration 15Q: 3 clusters Score -2864481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2864492.000000 Penalty: 5090.455078
	Iteration 16Q: 3 clusters Score -2864492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2864491.750000 Penalty: 5090.455078
	Iteration 17Q: 3 clusters Score -2864492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2864492.500000 Penalty: 5090.455078
	Iteration 18Q: 3 clusters Score -2864492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2864493.250000 Penalty: 5090.455078
	Iteration 19Q: 3 clusters Score -2864493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2864491.250000 Penalty: 5090.455078
	Iteration 20F: 3 clusters Score -2864491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2864494.000000 Penalty: 5090.455078
	Iteration 21Q: 3 clusters Score -2864494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2864495.250000 Penalty: 5090.455078
	Iteration 22Q: 3 clusters Score -2864495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2864501.000000 Penalty: 5090.455078
	Iteration 23Q: 3 clusters Score -2864501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2864503.750000 Penalty: 5090.455078
	Iteration 24Q: 3 clusters Score -2864504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2864503.750000 Penalty: 5090.455078
	Iteration 25F: 3 clusters Score -2864504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11764 members 
Mstep: Class 30 contains 34776 members 
Mstep: Class 31 contains 7291 members 
Entering Unmasked Estep 
Score: -96011232.000000 Penalty: 106181.695312
Splitting cluster 13 changes total score from -95864136.000000 to -96011232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (104494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Entering Unmasked Estep 
Score: -10504938.000000 Penalty: 2866.107422
	Iteration 0F: 2 clusters Score -1.050494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -10435199.000000 Penalty: 5732.214844
	Iteration 0F: 3 clusters Score -1.04352e+07 nChanged 49264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -10463982.000000 Penalty: 5732.214844
	Iteration 1F: 3 clusters Score -1.046398e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -10466298.000000 Penalty: 5732.214844
	Iteration 2Q: 3 clusters Score -1.04663e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -10471144.000000 Penalty: 5732.214844
	Iteration 3F: 3 clusters Score -1.047114e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -10478679.000000 Penalty: 5732.214844
	Iteration 4F: 3 clusters Score -1.047868e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -10486131.000000 Penalty: 5732.214844
	Iteration 5F: 3 clusters Score -1.048613e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -10490607.000000 Penalty: 5732.214844
	Iteration 6F: 3 clusters Score -1.049061e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -10492631.000000 Penalty: 5732.214844
	Iteration 7Q: 3 clusters Score -1.049263e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10493625.000000 Penalty: 5732.214844
	Iteration 8Q: 3 clusters Score -1.049362e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -10494166.000000 Penalty: 5732.214844
	Iteration 9Q: 3 clusters Score -1.049417e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -10494502.000000 Penalty: 5732.214844
	Iteration 10Q: 3 clusters Score -1.04945e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -10494697.000000 Penalty: 5732.214844
	Iteration 11Q: 3 clusters Score -1.04947e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -10494907.000000 Penalty: 5732.214844
	Iteration 12Q: 3 clusters Score -1.049491e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -10495115.000000 Penalty: 5732.214844
	Iteration 13Q: 3 clusters Score -1.049512e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -10495462.000000 Penalty: 5732.214844
	Iteration 14Q: 3 clusters Score -1.049546e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -10495818.000000 Penalty: 5732.214844
	Iteration 15Q: 3 clusters Score -1.049582e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -10496204.000000 Penalty: 5732.214844
	Iteration 16Q: 3 clusters Score -1.04962e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -10496653.000000 Penalty: 5732.214844
	Iteration 17Q: 3 clusters Score -1.049665e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -10497006.000000 Penalty: 5732.214844
	Iteration 18Q: 3 clusters Score -1.049701e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -10497446.000000 Penalty: 5732.214844
	Iteration 19Q: 3 clusters Score -1.049745e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -10497908.000000 Penalty: 5732.214844
	Iteration 20F: 3 clusters Score -1.049791e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -10498377.000000 Penalty: 5732.214844
	Iteration 21Q: 3 clusters Score -1.049838e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -10498877.000000 Penalty: 5732.214844
	Iteration 22Q: 3 clusters Score -1.049888e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -10499566.000000 Penalty: 5732.214844
	Iteration 23Q: 3 clusters Score -1.049957e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -10500142.000000 Penalty: 5732.214844
	Iteration 24Q: 3 clusters Score -1.050014e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -10500689.000000 Penalty: 5732.214844
	Iteration 25Q: 3 clusters Score -1.050069e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -10501184.000000 Penalty: 5732.214844
	Iteration 26Q: 3 clusters Score -1.050118e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -10501585.000000 Penalty: 5732.214844
	Iteration 27Q: 3 clusters Score -1.050158e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -10501964.000000 Penalty: 5732.214844
	Iteration 28Q: 3 clusters Score -1.050196e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -10502253.000000 Penalty: 5732.214844
	Iteration 29Q: 3 clusters Score -1.050225e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10502532.000000 Penalty: 5732.214844
	Iteration 30Q: 3 clusters Score -1.050253e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -10502719.000000 Penalty: 5732.214844
	Iteration 31Q: 3 clusters Score -1.050272e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -10502828.000000 Penalty: 5732.214844
	Iteration 32Q: 3 clusters Score -1.050283e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10502885.000000 Penalty: 5732.214844
	Iteration 33Q: 3 clusters Score -1.050288e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10502925.000000 Penalty: 5732.214844
	Iteration 34Q: 3 clusters Score -1.050292e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10502943.000000 Penalty: 5732.214844
	Iteration 35Q: 3 clusters Score -1.050294e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10503010.000000 Penalty: 5732.214844
	Iteration 36Q: 3 clusters Score -1.050301e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -10503020.000000 Penalty: 5732.214844
	Iteration 37Q: 3 clusters Score -1.050302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10503046.000000 Penalty: 5732.214844
	Iteration 38Q: 3 clusters Score -1.050305e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -10503055.000000 Penalty: 5732.214844
	Iteration 39Q: 3 clusters Score -1.050306e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -10503049.000000 Penalty: 5732.214844
	Iteration 40F: 3 clusters Score -1.050305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102054 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10503079.000000 Penalty: 5732.214844
	Iteration 41Q: 3 clusters Score -1.050308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10503059.000000 Penalty: 5732.214844
	Iteration 42Q: 3 clusters Score -1.050306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10503072.000000 Penalty: 5732.214844
	Iteration 43Q: 3 clusters Score -1.050307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -10503062.000000 Penalty: 5732.214844
	Iteration 44Q: 3 clusters Score -1.050306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10503072.000000 Penalty: 5732.214844
	Iteration 45Q: 3 clusters Score -1.050307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10503080.000000 Penalty: 5732.214844
	Iteration 46Q: 3 clusters Score -1.050308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -10503087.000000 Penalty: 5732.214844
	Iteration 47Q: 3 clusters Score -1.050309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10503097.000000 Penalty: 5732.214844
	Iteration 48Q: 3 clusters Score -1.05031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10503110.000000 Penalty: 5732.214844
	Iteration 49Q: 3 clusters Score -1.050311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -10503115.000000 Penalty: 5732.214844
	Iteration 50Q: 3 clusters Score -1.050312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10503112.000000 Penalty: 5732.214844
	Iteration 51Q: 3 clusters Score -1.050311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10503118.000000 Penalty: 5732.214844
	Iteration 52Q: 3 clusters Score -1.050312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -10503116.000000 Penalty: 5732.214844
	Iteration 53Q: 3 clusters Score -1.050312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10503113.000000 Penalty: 5732.214844
	Iteration 54Q: 3 clusters Score -1.050311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10503113.000000 Penalty: 5732.214844
	Iteration 55F: 3 clusters Score -1.050311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (109724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Entering Unmasked Estep 
Score: -11026097.000000 Penalty: 2878.219482
	Iteration 0F: 2 clusters Score -1.10261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -10952606.000000 Penalty: 5756.438965
	Iteration 0F: 3 clusters Score -1.095261e+07 nChanged 52044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10983017.000000 Penalty: 5756.438965
	Iteration 1F: 3 clusters Score -1.098302e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -10985181.000000 Penalty: 5756.438965
	Iteration 2Q: 3 clusters Score -1.098518e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -10989669.000000 Penalty: 5756.438965
	Iteration 3F: 3 clusters Score -1.098967e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -10997348.000000 Penalty: 5756.438965
	Iteration 4F: 3 clusters Score -1.099735e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -11004670.000000 Penalty: 5756.438965
	Iteration 5F: 3 clusters Score -1.100467e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -11009949.000000 Penalty: 5756.438965
	Iteration 6F: 3 clusters Score -1.100995e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -11013582.000000 Penalty: 5756.438965
	Iteration 7F: 3 clusters Score -1.101358e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -11015581.000000 Penalty: 5756.438965
	Iteration 8Q: 3 clusters Score -1.101558e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -11016633.000000 Penalty: 5756.438965
	Iteration 9Q: 3 clusters Score -1.101663e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -11017117.000000 Penalty: 5756.438965
	Iteration 10Q: 3 clusters Score -1.101712e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -11017386.000000 Penalty: 5756.438965
	Iteration 11Q: 3 clusters Score -1.101739e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -11017605.000000 Penalty: 5756.438965
	Iteration 12Q: 3 clusters Score -1.10176e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -11017758.000000 Penalty: 5756.438965
	Iteration 13Q: 3 clusters Score -1.101776e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -11017845.000000 Penalty: 5756.438965
	Iteration 14Q: 3 clusters Score -1.101784e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -11017987.000000 Penalty: 5756.438965
	Iteration 15Q: 3 clusters Score -1.101799e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -11018070.000000 Penalty: 5756.438965
	Iteration 16Q: 3 clusters Score -1.101807e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -11018155.000000 Penalty: 5756.438965
	Iteration 17Q: 3 clusters Score -1.101816e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -11018258.000000 Penalty: 5756.438965
	Iteration 18Q: 3 clusters Score -1.101826e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -11018359.000000 Penalty: 5756.438965
	Iteration 19Q: 3 clusters Score -1.101836e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -11018502.000000 Penalty: 5756.438965
	Iteration 20F: 3 clusters Score -1.10185e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -11018708.000000 Penalty: 5756.438965
	Iteration 21Q: 3 clusters Score -1.101871e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -11018812.000000 Penalty: 5756.438965
	Iteration 22Q: 3 clusters Score -1.101881e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -11018945.000000 Penalty: 5756.438965
	Iteration 23Q: 3 clusters Score -1.101894e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -11019196.000000 Penalty: 5756.438965
	Iteration 24Q: 3 clusters Score -1.10192e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -11019381.000000 Penalty: 5756.438965
	Iteration 25Q: 3 clusters Score -1.101938e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -11019540.000000 Penalty: 5756.438965
	Iteration 26Q: 3 clusters Score -1.101954e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -11019766.000000 Penalty: 5756.438965
	Iteration 27Q: 3 clusters Score -1.101977e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -11020004.000000 Penalty: 5756.438965
	Iteration 28Q: 3 clusters Score -1.102e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -11020286.000000 Penalty: 5756.438965
	Iteration 29Q: 3 clusters Score -1.102029e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -11020563.000000 Penalty: 5756.438965
	Iteration 30Q: 3 clusters Score -1.102056e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -11020933.000000 Penalty: 5756.438965
	Iteration 31Q: 3 clusters Score -1.102093e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -11021207.000000 Penalty: 5756.438965
	Iteration 32Q: 3 clusters Score -1.102121e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -11021508.000000 Penalty: 5756.438965
	Iteration 33Q: 3 clusters Score -1.102151e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -11021761.000000 Penalty: 5756.438965
	Iteration 34Q: 3 clusters Score -1.102176e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -11021962.000000 Penalty: 5756.438965
	Iteration 35Q: 3 clusters Score -1.102196e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -11022190.000000 Penalty: 5756.438965
	Iteration 36Q: 3 clusters Score -1.102219e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -11022479.000000 Penalty: 5756.438965
	Iteration 37Q: 3 clusters Score -1.102248e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -11022731.000000 Penalty: 5756.438965
	Iteration 38Q: 3 clusters Score -1.102273e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -11022916.000000 Penalty: 5756.438965
	Iteration 39Q: 3 clusters Score -1.102292e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -11023062.000000 Penalty: 5756.438965
	Iteration 40F: 3 clusters Score -1.102306e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -11023241.000000 Penalty: 5756.438965
	Iteration 41Q: 3 clusters Score -1.102324e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -11023444.000000 Penalty: 5756.438965
	Iteration 42Q: 3 clusters Score -1.102344e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -11023582.000000 Penalty: 5756.438965
	Iteration 43Q: 3 clusters Score -1.102358e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -11023732.000000 Penalty: 5756.438965
	Iteration 44Q: 3 clusters Score -1.102373e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11023793.000000 Penalty: 5756.438965
	Iteration 45Q: 3 clusters Score -1.102379e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -11023874.000000 Penalty: 5756.438965
	Iteration 46Q: 3 clusters Score -1.102387e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -11023950.000000 Penalty: 5756.438965
	Iteration 47Q: 3 clusters Score -1.102395e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -11023995.000000 Penalty: 5756.438965
	Iteration 48Q: 3 clusters Score -1.1024e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -11024059.000000 Penalty: 5756.438965
	Iteration 49Q: 3 clusters Score -1.102406e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -11024115.000000 Penalty: 5756.438965
	Iteration 50Q: 3 clusters Score -1.102412e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -11024111.000000 Penalty: 5756.438965
	Iteration 51Q: 3 clusters Score -1.102411e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -11024144.000000 Penalty: 5756.438965
	Iteration 52Q: 3 clusters Score -1.102414e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -11024208.000000 Penalty: 5756.438965
	Iteration 53Q: 3 clusters Score -1.102421e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -11024228.000000 Penalty: 5756.438965
	Iteration 54Q: 3 clusters Score -1.102423e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -11024253.000000 Penalty: 5756.438965
	Iteration 55Q: 3 clusters Score -1.102425e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -11024270.000000 Penalty: 5756.438965
	Iteration 56Q: 3 clusters Score -1.102427e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11024298.000000 Penalty: 5756.438965
	Iteration 57Q: 3 clusters Score -1.10243e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -11024309.000000 Penalty: 5756.438965
	Iteration 58Q: 3 clusters Score -1.102431e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11024341.000000 Penalty: 5756.438965
	Iteration 59Q: 3 clusters Score -1.102434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11024372.000000 Penalty: 5756.438965
	Iteration 60F: 3 clusters Score -1.102437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -11024378.000000 Penalty: 5756.438965
	Iteration 61Q: 3 clusters Score -1.102438e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -11024394.000000 Penalty: 5756.438965
	Iteration 62Q: 3 clusters Score -1.102439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11024402.000000 Penalty: 5756.438965
	Iteration 63Q: 3 clusters Score -1.10244e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107191 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -11024411.000000 Penalty: 5756.438965
	Iteration 64Q: 3 clusters Score -1.102441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11024423.000000 Penalty: 5756.438965
	Iteration 65Q: 3 clusters Score -1.102442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -11024449.000000 Penalty: 5756.438965
	Iteration 66Q: 3 clusters Score -1.102445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11024463.000000 Penalty: 5756.438965
	Iteration 67Q: 3 clusters Score -1.102446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -11024463.000000 Penalty: 5756.438965
	Iteration 68Q: 3 clusters Score -1.102446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -11024461.000000 Penalty: 5756.438965
	Iteration 69Q: 3 clusters Score -1.102446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11024470.000000 Penalty: 5756.438965
	Iteration 70Q: 3 clusters Score -1.102447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -11024449.000000 Penalty: 5756.438965
	Iteration 71Q: 3 clusters Score -1.102445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -11024457.000000 Penalty: 5756.438965
	Iteration 72Q: 3 clusters Score -1.102446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11024470.000000 Penalty: 5756.438965
	Iteration 73Q: 3 clusters Score -1.102447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -11024471.000000 Penalty: 5756.438965
	Iteration 74Q: 3 clusters Score -1.102447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11024479.000000 Penalty: 5756.438965
	Iteration 75Q: 3 clusters Score -1.102448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -11024470.000000 Penalty: 5756.438965
	Iteration 76Q: 3 clusters Score -1.102447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11024474.000000 Penalty: 5756.438965
	Iteration 77Q: 3 clusters Score -1.102447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11024472.000000 Penalty: 5756.438965
	Iteration 78Q: 3 clusters Score -1.102447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11024472.000000 Penalty: 5756.438965
	Iteration 79F: 3 clusters Score -1.102447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Entering Unmasked Estep 
Score: -8331446.000000 Penalty: 2805.474854
	Iteration 0F: 2 clusters Score -8331446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -8276561.500000 Penalty: 5610.949707
	Iteration 0F: 3 clusters Score -8276562 nChanged 38560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -8298685.500000 Penalty: 5610.949707
	Iteration 1F: 3 clusters Score -8298686 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8299735.000000 Penalty: 5610.949707
	Iteration 2Q: 3 clusters Score -8299735 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8300910.000000 Penalty: 5610.949707
	Iteration 3Q: 3 clusters Score -8300910 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -8302520.000000 Penalty: 5610.949707
	Iteration 4Q: 3 clusters Score -8302520 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -8304463.000000 Penalty: 5610.949707
	Iteration 5Q: 3 clusters Score -8304463 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -8307023.000000 Penalty: 5610.949707
	Iteration 6F: 3 clusters Score -8307023 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -8310254.500000 Penalty: 5610.949707
	Iteration 7F: 3 clusters Score -8310254 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -8314366.500000 Penalty: 5610.949707
	Iteration 8F: 3 clusters Score -8314366 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8318384.500000 Penalty: 5610.949707
	Iteration 9F: 3 clusters Score -8318384 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -8322129.000000 Penalty: 5610.949707
	Iteration 10F: 3 clusters Score -8322129 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -8324960.000000 Penalty: 5610.949707
	Iteration 11Q: 3 clusters Score -8324960 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -8326768.000000 Penalty: 5610.949707
	Iteration 12Q: 3 clusters Score -8326768 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -8327868.000000 Penalty: 5610.949707
	Iteration 13Q: 3 clusters Score -8327868 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -8328539.500000 Penalty: 5610.949707
	Iteration 14Q: 3 clusters Score -8328540 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -8328919.000000 Penalty: 5610.949707
	Iteration 15Q: 3 clusters Score -8328919 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -8329110.500000 Penalty: 5610.949707
	Iteration 16Q: 3 clusters Score -8329110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -8329236.000000 Penalty: 5610.949707
	Iteration 17Q: 3 clusters Score -8329236 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -8329300.000000 Penalty: 5610.949707
	Iteration 18Q: 3 clusters Score -8329300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -8329360.500000 Penalty: 5610.949707
	Iteration 19Q: 3 clusters Score -8329360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -8329404.500000 Penalty: 5610.949707
	Iteration 20F: 3 clusters Score -8329404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -8329453.500000 Penalty: 5610.949707
	Iteration 21Q: 3 clusters Score -8329454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -8329488.000000 Penalty: 5610.949707
	Iteration 22Q: 3 clusters Score -8329488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -8329510.500000 Penalty: 5610.949707
	Iteration 23Q: 3 clusters Score -8329510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -8329529.500000 Penalty: 5610.949707
	Iteration 24Q: 3 clusters Score -8329530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -8329539.500000 Penalty: 5610.949707
	Iteration 25Q: 3 clusters Score -8329540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -8329565.000000 Penalty: 5610.949707
	Iteration 26Q: 3 clusters Score -8329565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -8329577.500000 Penalty: 5610.949707
	Iteration 27Q: 3 clusters Score -8329578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -8329596.500000 Penalty: 5610.949707
	Iteration 28Q: 3 clusters Score -8329596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -8329604.000000 Penalty: 5610.949707
	Iteration 29Q: 3 clusters Score -8329604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -8329605.500000 Penalty: 5610.949707
	Iteration 30Q: 3 clusters Score -8329606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -8329611.500000 Penalty: 5610.949707
	Iteration 31Q: 3 clusters Score -8329612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -8329623.000000 Penalty: 5610.949707
	Iteration 32Q: 3 clusters Score -8329623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -8329622.500000 Penalty: 5610.949707
	Iteration 33Q: 3 clusters Score -8329622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -8329636.000000 Penalty: 5610.949707
	Iteration 34Q: 3 clusters Score -8329636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -8329637.000000 Penalty: 5610.949707
	Iteration 35Q: 3 clusters Score -8329637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -8329648.000000 Penalty: 5610.949707
	Iteration 36Q: 3 clusters Score -8329648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -8329637.500000 Penalty: 5610.949707
	Iteration 37Q: 3 clusters Score -8329638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -8329640.500000 Penalty: 5610.949707
	Iteration 38Q: 3 clusters Score -8329640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -8329647.500000 Penalty: 5610.949707
	Iteration 39Q: 3 clusters Score -8329648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -8329648.000000 Penalty: 5610.949707
	Iteration 40F: 3 clusters Score -8329648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -8329648.000000 Penalty: 5610.949707
	Iteration 41Q: 3 clusters Score -8329648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -8329655.500000 Penalty: 5610.949707
	Iteration 42Q: 3 clusters Score -8329656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8329662.000000 Penalty: 5610.949707
	Iteration 43Q: 3 clusters Score -8329662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8329658.000000 Penalty: 5610.949707
	Iteration 44Q: 3 clusters Score -8329658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -8329663.500000 Penalty: 5610.949707
	Iteration 45Q: 3 clusters Score -8329664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -8329664.500000 Penalty: 5610.949707
	Iteration 46Q: 3 clusters Score -8329664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -8329668.000000 Penalty: 5610.949707
	Iteration 47Q: 3 clusters Score -8329668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -8329668.000000 Penalty: 5610.949707
	Iteration 48Q: 3 clusters Score -8329668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -8329671.000000 Penalty: 5610.949707
	Iteration 49Q: 3 clusters Score -8329671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -8329664.000000 Penalty: 5610.949707
	Iteration 50Q: 3 clusters Score -8329664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -8329664.500000 Penalty: 5610.949707
	Iteration 51Q: 3 clusters Score -8329664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -8329662.500000 Penalty: 5610.949707
	Iteration 52Q: 3 clusters Score -8329662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8329663.500000 Penalty: 5610.949707
	Iteration 53Q: 3 clusters Score -8329664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -8329662.500000 Penalty: 5610.949707
	Iteration 54Q: 3 clusters Score -8329662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -8329669.500000 Penalty: 5610.949707
	Iteration 55Q: 3 clusters Score -8329670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -8329669.500000 Penalty: 5610.949707
	Iteration 56F: 3 clusters Score -8329670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -218931.546875 Penalty: 1957.975708
	Iteration 0F: 2 clusters Score -218931.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -216204.187500 Penalty: 3915.951416
	Iteration 0F: 3 clusters Score -216204.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -219497.953125 Penalty: 3915.951416
	Iteration 1F: 3 clusters Score -219498 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -222291.015625 Penalty: 3915.951416
	Iteration 2F: 3 clusters Score -222291 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -223904.406250 Penalty: 3915.951416
	Iteration 3F: 3 clusters Score -223904.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -224349.671875 Penalty: 3915.951416
	Iteration 4Q: 3 clusters Score -224349.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -224450.234375 Penalty: 3915.951416
	Iteration 5Q: 3 clusters Score -224450.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -224516.531250 Penalty: 3915.951416
	Iteration 6Q: 3 clusters Score -224516.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -224604.000000 Penalty: 3915.951416
	Iteration 7Q: 3 clusters Score -224604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -224666.156250 Penalty: 3915.951416
	Iteration 8Q: 3 clusters Score -224666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -224685.031250 Penalty: 3915.951416
	Iteration 9Q: 3 clusters Score -224685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -224701.765625 Penalty: 3915.951416
	Iteration 10Q: 3 clusters Score -224701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -224710.234375 Penalty: 3915.951416
	Iteration 11Q: 3 clusters Score -224710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -224713.765625 Penalty: 3915.951416
	Iteration 12Q: 3 clusters Score -224713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -224717.234375 Penalty: 3915.951416
	Iteration 13Q: 3 clusters Score -224717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -224718.578125 Penalty: 3915.951416
	Iteration 14Q: 3 clusters Score -224718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -224718.718750 Penalty: 3915.951416
	Iteration 15Q: 3 clusters Score -224718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -224722.609375 Penalty: 3915.951416
	Iteration 16F: 3 clusters Score -224722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -224723.968750 Penalty: 3915.951416
	Iteration 17Q: 3 clusters Score -224724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -224725.750000 Penalty: 3915.951416
	Iteration 18Q: 3 clusters Score -224725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -224727.671875 Penalty: 3915.951416
	Iteration 19Q: 3 clusters Score -224727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -224729.125000 Penalty: 3915.951416
	Iteration 20F: 3 clusters Score -224729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -224732.312500 Penalty: 3915.951416
	Iteration 21Q: 3 clusters Score -224732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -224736.000000 Penalty: 3915.951416
	Iteration 22Q: 3 clusters Score -224736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -224742.046875 Penalty: 3915.951416
	Iteration 23Q: 3 clusters Score -224742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -224749.046875 Penalty: 3915.951416
	Iteration 24Q: 3 clusters Score -224749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -224760.593750 Penalty: 3915.951416
	Iteration 25Q: 3 clusters Score -224760.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -224810.421875 Penalty: 3915.951416
	Iteration 26Q: 3 clusters Score -224810.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -224910.343750 Penalty: 3915.951416
	Iteration 27Q: 3 clusters Score -224910.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -225169.296875 Penalty: 3915.951416
	Iteration 28Q: 3 clusters Score -225169.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -225567.343750 Penalty: 3915.951416
	Iteration 29Q: 3 clusters Score -225567.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -225702.234375 Penalty: 3915.951416
	Iteration 30Q: 3 clusters Score -225702.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -225735.796875 Penalty: 3915.951416
	Iteration 31Q: 3 clusters Score -225735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -225802.031250 Penalty: 3915.951416
	Iteration 32Q: 3 clusters Score -225802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -225911.203125 Penalty: 3915.951416
	Iteration 33Q: 3 clusters Score -225911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -226062.109375 Penalty: 3915.951416
	Iteration 34Q: 3 clusters Score -226062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -226157.765625 Penalty: 3915.951416
	Iteration 35Q: 3 clusters Score -226157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -226232.546875 Penalty: 3915.951416
	Iteration 36Q: 3 clusters Score -226232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -226263.234375 Penalty: 3915.951416
	Iteration 37Q: 3 clusters Score -226263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -226281.187500 Penalty: 3915.951416
	Iteration 38Q: 3 clusters Score -226281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -226288.328125 Penalty: 3915.951416
	Iteration 39Q: 3 clusters Score -226288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -226362.609375 Penalty: 3915.951416
	Iteration 40F: 3 clusters Score -226362.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -226757.453125 Penalty: 3915.951416
	Iteration 41Q: 3 clusters Score -226757.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -227331.734375 Penalty: 3915.951416
	Iteration 42Q: 3 clusters Score -227331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -227366.921875 Penalty: 3915.951416
	Iteration 43Q: 3 clusters Score -227366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -227451.890625 Penalty: 3915.951416
	Iteration 44Q: 3 clusters Score -227451.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -227685.531250 Penalty: 3915.951416
	Iteration 45Q: 3 clusters Score -227685.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -228246.828125 Penalty: 3915.951416
	Iteration 46Q: 3 clusters Score -228246.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -229739.078125 Penalty: 3915.951416
	Iteration 47Q: 3 clusters Score -229739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -229849.265625 Penalty: 3915.951416
	Iteration 48Q: 3 clusters Score -229849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229849.875000 Penalty: 3915.951416
	Iteration 49Q: 3 clusters Score -229849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229852.953125 Penalty: 3915.951416
	Iteration 50F: 3 clusters Score -229853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -229866.171875 Penalty: 3915.951416
	Iteration 51Q: 3 clusters Score -229866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -229887.281250 Penalty: 3915.951416
	Iteration 52Q: 3 clusters Score -229887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -229991.468750 Penalty: 3915.951416
	Iteration 53Q: 3 clusters Score -229991.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -230218.421875 Penalty: 3915.951416
	Iteration 54Q: 3 clusters Score -230218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -230273.015625 Penalty: 3915.951416
	Iteration 55Q: 3 clusters Score -230273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -230276.140625 Penalty: 3915.951416
	Iteration 56Q: 3 clusters Score -230276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -230276.140625 Penalty: 3915.951416
	Iteration 57F: 3 clusters Score -230276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11764 members 
Mstep: Class 30 contains 34776 members 
Mstep: Class 31 contains 7291 members 
Mstep: Class 32 contains 1326 members 
Entering Unmasked Estep 
Score: -96021408.000000 Penalty: 109606.914062
Splitting cluster 17 changes total score from -95864136.000000 to -96021408.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (30096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Entering Unmasked Estep 
Score: -3009953.000000 Penalty: 2557.412598
	Iteration 0F: 2 clusters Score -3009953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2989284.500000 Penalty: 5114.825195
	Iteration 0F: 3 clusters Score -2989284 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2997462.750000 Penalty: 5114.825195
	Iteration 1F: 3 clusters Score -2997463 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2999963.000000 Penalty: 5114.825195
	Iteration 2F: 3 clusters Score -2999963 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3004449.250000 Penalty: 5114.825195
	Iteration 3F: 3 clusters Score -3004449 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3008957.250000 Penalty: 5114.825195
	Iteration 4F: 3 clusters Score -3008957 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3011467.750000 Penalty: 5114.825195
	Iteration 5F: 3 clusters Score -3011468 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3012679.000000 Penalty: 5114.825195
	Iteration 6F: 3 clusters Score -3012679 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3013262.750000 Penalty: 5114.825195
	Iteration 7Q: 3 clusters Score -3013263 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3013632.750000 Penalty: 5114.825195
	Iteration 8Q: 3 clusters Score -3013633 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3013934.750000 Penalty: 5114.825195
	Iteration 9Q: 3 clusters Score -3013935 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3014163.500000 Penalty: 5114.825195
	Iteration 10Q: 3 clusters Score -3014164 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3014332.750000 Penalty: 5114.825195
	Iteration 11Q: 3 clusters Score -3014333 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3014450.250000 Penalty: 5114.825195
	Iteration 12Q: 3 clusters Score -3014450 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3014525.250000 Penalty: 5114.825195
	Iteration 13Q: 3 clusters Score -3014525 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3014565.000000 Penalty: 5114.825195
	Iteration 14Q: 3 clusters Score -3014565 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3014627.000000 Penalty: 5114.825195
	Iteration 15Q: 3 clusters Score -3014627 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3014676.750000 Penalty: 5114.825195
	Iteration 16Q: 3 clusters Score -3014677 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3014733.250000 Penalty: 5114.825195
	Iteration 17Q: 3 clusters Score -3014733 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3014782.750000 Penalty: 5114.825195
	Iteration 18Q: 3 clusters Score -3014783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3014841.250000 Penalty: 5114.825195
	Iteration 19Q: 3 clusters Score -3014841 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3014938.250000 Penalty: 5114.825195
	Iteration 20F: 3 clusters Score -3014938 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3015008.500000 Penalty: 5114.825195
	Iteration 21Q: 3 clusters Score -3015008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3015067.750000 Penalty: 5114.825195
	Iteration 22Q: 3 clusters Score -3015068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3015116.750000 Penalty: 5114.825195
	Iteration 23Q: 3 clusters Score -3015117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3015177.250000 Penalty: 5114.825195
	Iteration 24Q: 3 clusters Score -3015177 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3015247.250000 Penalty: 5114.825195
	Iteration 25Q: 3 clusters Score -3015247 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3015358.000000 Penalty: 5114.825195
	Iteration 26Q: 3 clusters Score -3015358 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3015612.000000 Penalty: 5114.825195
	Iteration 27Q: 3 clusters Score -3015612 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3015962.500000 Penalty: 5114.825195
	Iteration 28Q: 3 clusters Score -3015962 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3016196.750000 Penalty: 5114.825195
	Iteration 29Q: 3 clusters Score -3016197 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3016300.000000 Penalty: 5114.825195
	Iteration 30Q: 3 clusters Score -3016300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3016358.250000 Penalty: 5114.825195
	Iteration 31Q: 3 clusters Score -3016358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3016412.750000 Penalty: 5114.825195
	Iteration 32Q: 3 clusters Score -3016413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3016468.250000 Penalty: 5114.825195
	Iteration 33Q: 3 clusters Score -3016468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3016496.250000 Penalty: 5114.825195
	Iteration 34Q: 3 clusters Score -3016496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3016522.250000 Penalty: 5114.825195
	Iteration 35Q: 3 clusters Score -3016522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3016529.500000 Penalty: 5114.825195
	Iteration 36Q: 3 clusters Score -3016530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3016554.250000 Penalty: 5114.825195
	Iteration 37Q: 3 clusters Score -3016554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3016564.750000 Penalty: 5114.825195
	Iteration 38Q: 3 clusters Score -3016565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3016569.250000 Penalty: 5114.825195
	Iteration 39Q: 3 clusters Score -3016569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3016578.250000 Penalty: 5114.825195
	Iteration 40F: 3 clusters Score -3016578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3016575.750000 Penalty: 5114.825195
	Iteration 41Q: 3 clusters Score -3016576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3016575.500000 Penalty: 5114.825195
	Iteration 42Q: 3 clusters Score -3016576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3016574.500000 Penalty: 5114.825195
	Iteration 43Q: 3 clusters Score -3016574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3016567.250000 Penalty: 5114.825195
	Iteration 44Q: 3 clusters Score -3016567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3016569.250000 Penalty: 5114.825195
	Iteration 45Q: 3 clusters Score -3016569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3016569.500000 Penalty: 5114.825195
	Iteration 46Q: 3 clusters Score -3016570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3016569.500000 Penalty: 5114.825195
	Iteration 47F: 3 clusters Score -3016570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 26789 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11764 members 
Mstep: Class 30 contains 34776 members 
Mstep: Class 31 contains 7291 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 3307 members 
Entering Unmasked Estep 
Score: -96027392.000000 Penalty: 113032.125000
Splitting cluster 18 changes total score from -95864136.000000 to -96027392.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (68256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Entering Unmasked Estep 
Score: -6260756.000000 Penalty: 2760.493164
	Iteration 0F: 2 clusters Score -6260756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -6215000.000000 Penalty: 5520.986328
	Iteration 0F: 3 clusters Score -6215000 nChanged 32041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6233585.000000 Penalty: 5520.986328
	Iteration 1F: 3 clusters Score -6233585 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -6235769.000000 Penalty: 5520.986328
	Iteration 2F: 3 clusters Score -6235769 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -6239175.500000 Penalty: 5520.986328
	Iteration 3F: 3 clusters Score -6239176 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -6243691.500000 Penalty: 5520.986328
	Iteration 4F: 3 clusters Score -6243692 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -6248243.000000 Penalty: 5520.986328
	Iteration 5F: 3 clusters Score -6248243 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -6251796.500000 Penalty: 5520.986328
	Iteration 6F: 3 clusters Score -6251796 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -6254205.500000 Penalty: 5520.986328
	Iteration 7F: 3 clusters Score -6254206 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -6255827.000000 Penalty: 5520.986328
	Iteration 8Q: 3 clusters Score -6255827 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -6256906.000000 Penalty: 5520.986328
	Iteration 9Q: 3 clusters Score -6256906 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -6257808.000000 Penalty: 5520.986328
	Iteration 10Q: 3 clusters Score -6257808 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -6258549.000000 Penalty: 5520.986328
	Iteration 11Q: 3 clusters Score -6258549 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -6259391.500000 Penalty: 5520.986328
	Iteration 12Q: 3 clusters Score -6259392 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6260334.000000 Penalty: 5520.986328
	Iteration 13Q: 3 clusters Score -6260334 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6261336.500000 Penalty: 5520.986328
	Iteration 14Q: 3 clusters Score -6261336 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -6262396.000000 Penalty: 5520.986328
	Iteration 15Q: 3 clusters Score -6262396 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6263250.500000 Penalty: 5520.986328
	Iteration 16Q: 3 clusters Score -6263250 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6263962.000000 Penalty: 5520.986328
	Iteration 17Q: 3 clusters Score -6263962 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6264664.500000 Penalty: 5520.986328
	Iteration 18Q: 3 clusters Score -6264664 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6265302.000000 Penalty: 5520.986328
	Iteration 19Q: 3 clusters Score -6265302 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -6265813.500000 Penalty: 5520.986328
	Iteration 20F: 3 clusters Score -6265814 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -6266161.500000 Penalty: 5520.986328
	Iteration 21Q: 3 clusters Score -6266162 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -6266288.000000 Penalty: 5520.986328
	Iteration 22Q: 3 clusters Score -6266288 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -6266332.500000 Penalty: 5520.986328
	Iteration 23Q: 3 clusters Score -6266332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -6266383.000000 Penalty: 5520.986328
	Iteration 24Q: 3 clusters Score -6266383 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -6266391.500000 Penalty: 5520.986328
	Iteration 25Q: 3 clusters Score -6266392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -6266409.500000 Penalty: 5520.986328
	Iteration 26Q: 3 clusters Score -6266410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -6266431.000000 Penalty: 5520.986328
	Iteration 27Q: 3 clusters Score -6266431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -6266421.500000 Penalty: 5520.986328
	Iteration 28Q: 3 clusters Score -6266422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -6266407.500000 Penalty: 5520.986328
	Iteration 29Q: 3 clusters Score -6266408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -6266423.000000 Penalty: 5520.986328
	Iteration 30Q: 3 clusters Score -6266423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -6266425.000000 Penalty: 5520.986328
	Iteration 31Q: 3 clusters Score -6266425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -6266419.500000 Penalty: 5520.986328
	Iteration 32Q: 3 clusters Score -6266420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -6266408.500000 Penalty: 5520.986328
	Iteration 33Q: 3 clusters Score -6266408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -6266412.000000 Penalty: 5520.986328
	Iteration 34Q: 3 clusters Score -6266412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -6266415.500000 Penalty: 5520.986328
	Iteration 35Q: 3 clusters Score -6266416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -6266417.000000 Penalty: 5520.986328
	Iteration 36Q: 3 clusters Score -6266417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -6266417.000000 Penalty: 5520.986328
	Iteration 37Q: 3 clusters Score -6266417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -6266417.500000 Penalty: 5520.986328
	Iteration 38Q: 3 clusters Score -6266418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -6266416.000000 Penalty: 5520.986328
	Iteration 39Q: 3 clusters Score -6266416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -6266417.500000 Penalty: 5520.986328
	Iteration 40F: 3 clusters Score -6266418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 26789 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 5208 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 9056 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11764 members 
Mstep: Class 30 contains 34776 members 
Mstep: Class 31 contains 7291 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 3307 members 
Mstep: Class 34 contains 54083 members 
Entering Unmasked Estep 
Score: -96032528.000000 Penalty: 116457.343750
Splitting cluster 20 changes total score from -95864136.000000 to -96032528.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 254287 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 109724 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 26789 members 
Mstep: Class 20 contains 14173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96061968.000000 Penalty: 116457.343750
Iteration 39Q: 35 clusters Score -9.606197e+07 nChanged 31902
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 255880 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 5 contains 12464 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 20705 members 
Mstep: Class 8 contains 9303 members 
Mstep: Class 9 contains 7288 members 
Mstep: Class 10 contains 18219 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 18859 members 
Mstep: Class 13 contains 21197 members 
Mstep: Class 14 contains 103986 members 
Mstep: Class 15 contains 110218 members 
Mstep: Class 16 contains 82107 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27649 members 
Mstep: Class 19 contains 33392 members 
Mstep: Class 20 contains 16867 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 4977 members 
Mstep: Class 23 contains 9012 members 
Mstep: Class 24 contains 8876 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 15697 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 6401 members 
Mstep: Class 29 contains 10862 members 
Mstep: Class 30 contains 33890 members 
Mstep: Class 31 contains 7108 members 
Mstep: Class 32 contains 1319 members 
Mstep: Class 33 contains 3248 members 
Mstep: Class 34 contains 50736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96086152.000000 Penalty: 116457.343750
Iteration 40F: 35 clusters Score -9.608615e+07 nChanged 24597
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 254979 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 17526 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 18432 members 
Mstep: Class 13 contains 20748 members 
Mstep: Class 14 contains 102199 members 
Mstep: Class 15 contains 108677 members 
Mstep: Class 16 contains 81346 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27560 members 
Mstep: Class 19 contains 34834 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 5177 members 
Mstep: Class 23 contains 9686 members 
Mstep: Class 24 contains 8862 members 
Mstep: Class 25 contains 4205 members 
Mstep: Class 26 contains 15606 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 6432 members 
Mstep: Class 29 contains 11047 members 
Mstep: Class 30 contains 36860 members 
Mstep: Class 31 contains 7231 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 3395 members 
Mstep: Class 34 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96094312.000000 Penalty: 116457.343750
Iteration 41Q: 35 clusters Score -9.609431e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 254547 members 
Mstep: Class 3 contains 5557 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 12421 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 19232 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 17019 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 100723 members 
Mstep: Class 15 contains 107689 members 
Mstep: Class 16 contains 80859 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 36007 members 
Mstep: Class 20 contains 20066 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 8857 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 15500 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 6419 members 
Mstep: Class 29 contains 11073 members 
Mstep: Class 30 contains 38490 members 
Mstep: Class 31 contains 7287 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 3457 members 
Mstep: Class 34 contains 51905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96098864.000000 Penalty: 116457.343750
Iteration 42Q: 35 clusters Score -9.609886e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 254212 members 
Mstep: Class 3 contains 5900 members 
Mstep: Class 4 contains 6073 members 
Mstep: Class 5 contains 12407 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 20415 members 
Mstep: Class 14 contains 99427 members 
Mstep: Class 15 contains 106968 members 
Mstep: Class 16 contains 80558 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27308 members 
Mstep: Class 19 contains 37019 members 
Mstep: Class 20 contains 21458 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4526 members 
Mstep: Class 26 contains 15406 members 
Mstep: Class 27 contains 6368 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 39453 members 
Mstep: Class 31 contains 7323 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 3501 members 
Mstep: Class 34 contains 52169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96101840.000000 Penalty: 116457.343750
Iteration 43Q: 35 clusters Score -9.610184e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 253988 members 
Mstep: Class 3 contains 6237 members 
Mstep: Class 4 contains 6058 members 
Mstep: Class 5 contains 12377 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 18364 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 16343 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 17846 members 
Mstep: Class 13 contains 20363 members 
Mstep: Class 14 contains 98237 members 
Mstep: Class 15 contains 106454 members 
Mstep: Class 16 contains 80366 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27186 members 
Mstep: Class 19 contains 37845 members 
Mstep: Class 20 contains 22691 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 10067 members 
Mstep: Class 24 contains 8841 members 
Mstep: Class 25 contains 4678 members 
Mstep: Class 26 contains 15315 members 
Mstep: Class 27 contains 6329 members 
Mstep: Class 28 contains 6405 members 
Mstep: Class 29 contains 10943 members 
Mstep: Class 30 contains 40080 members 
Mstep: Class 31 contains 7336 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 52290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96103704.000000 Penalty: 116457.343750
Iteration 44Q: 35 clusters Score -9.61037e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 253808 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 6024 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 18017 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 16118 members 
Mstep: Class 11 contains 9857 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 20336 members 
Mstep: Class 14 contains 97216 members 
Mstep: Class 15 contains 106064 members 
Mstep: Class 16 contains 80224 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27062 members 
Mstep: Class 19 contains 38501 members 
Mstep: Class 20 contains 23824 members 
Mstep: Class 21 contains 12202 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 10105 members 
Mstep: Class 24 contains 8833 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 15238 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 6401 members 
Mstep: Class 29 contains 10884 members 
Mstep: Class 30 contains 40469 members 
Mstep: Class 31 contains 7344 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3571 members 
Mstep: Class 34 contains 52376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96104896.000000 Penalty: 116457.343750
Iteration 45Q: 35 clusters Score -9.61049e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 253643 members 
Mstep: Class 3 contains 6846 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 9854 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 15920 members 
Mstep: Class 11 contains 9986 members 
Mstep: Class 12 contains 17513 members 
Mstep: Class 13 contains 20320 members 
Mstep: Class 14 contains 96339 members 
Mstep: Class 15 contains 105789 members 
Mstep: Class 16 contains 80133 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 26926 members 
Mstep: Class 19 contains 39047 members 
Mstep: Class 20 contains 24799 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 5679 members 
Mstep: Class 23 contains 10113 members 
Mstep: Class 24 contains 8831 members 
Mstep: Class 25 contains 4947 members 
Mstep: Class 26 contains 15152 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 6394 members 
Mstep: Class 29 contains 10834 members 
Mstep: Class 30 contains 40706 members 
Mstep: Class 31 contains 7346 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 52373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96105856.000000 Penalty: 116457.343750
Iteration 46Q: 35 clusters Score -9.610586e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 253543 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 5980 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 15760 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 17345 members 
Mstep: Class 13 contains 20319 members 
Mstep: Class 14 contains 95507 members 
Mstep: Class 15 contains 105580 members 
Mstep: Class 16 contains 80052 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 26788 members 
Mstep: Class 19 contains 39477 members 
Mstep: Class 20 contains 25798 members 
Mstep: Class 21 contains 12283 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 10114 members 
Mstep: Class 24 contains 8825 members 
Mstep: Class 25 contains 5077 members 
Mstep: Class 26 contains 15053 members 
Mstep: Class 27 contains 6307 members 
Mstep: Class 28 contains 6388 members 
Mstep: Class 29 contains 10792 members 
Mstep: Class 30 contains 40859 members 
Mstep: Class 31 contains 7342 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3618 members 
Mstep: Class 34 contains 52324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96106968.000000 Penalty: 116457.343750
Iteration 47Q: 35 clusters Score -9.610697e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 253442 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 5979 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 17350 members 
Mstep: Class 8 contains 10032 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 17197 members 
Mstep: Class 13 contains 20328 members 
Mstep: Class 14 contains 94767 members 
Mstep: Class 15 contains 105425 members 
Mstep: Class 16 contains 80018 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 26668 members 
Mstep: Class 19 contains 39776 members 
Mstep: Class 20 contains 26658 members 
Mstep: Class 21 contains 12329 members 
Mstep: Class 22 contains 5756 members 
Mstep: Class 23 contains 10095 members 
Mstep: Class 24 contains 8819 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 14973 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 10745 members 
Mstep: Class 30 contains 40939 members 
Mstep: Class 31 contains 7330 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3634 members 
Mstep: Class 34 contains 52273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96107800.000000 Penalty: 116457.343750
Iteration 48Q: 35 clusters Score -9.61078e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 253374 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 6019 members 
Mstep: Class 5 contains 12293 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 17234 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 17059 members 
Mstep: Class 13 contains 20333 members 
Mstep: Class 14 contains 94113 members 
Mstep: Class 15 contains 105317 members 
Mstep: Class 16 contains 79980 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 40028 members 
Mstep: Class 20 contains 27414 members 
Mstep: Class 21 contains 12350 members 
Mstep: Class 22 contains 5789 members 
Mstep: Class 23 contains 10044 members 
Mstep: Class 24 contains 8811 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 26 contains 14907 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 6378 members 
Mstep: Class 29 contains 10717 members 
Mstep: Class 30 contains 40973 members 
Mstep: Class 31 contains 7308 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3651 members 
Mstep: Class 34 contains 52197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96108184.000000 Penalty: 116457.343750
Iteration 49Q: 35 clusters Score -9.610818e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 253353 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 6056 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 10218 members 
Mstep: Class 9 contains 6817 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 16928 members 
Mstep: Class 13 contains 20334 members 
Mstep: Class 14 contains 93517 members 
Mstep: Class 15 contains 105238 members 
Mstep: Class 16 contains 79946 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 26427 members 
Mstep: Class 19 contains 40239 members 
Mstep: Class 20 contains 28094 members 
Mstep: Class 21 contains 12365 members 
Mstep: Class 22 contains 5809 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 8799 members 
Mstep: Class 25 contains 5375 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 6380 members 
Mstep: Class 29 contains 10676 members 
Mstep: Class 30 contains 41011 members 
Mstep: Class 31 contains 7303 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3665 members 
Mstep: Class 34 contains 52131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96108496.000000 Penalty: 116457.343750
Iteration 50Q: 35 clusters Score -9.61085e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 253334 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 6076 members 
Mstep: Class 5 contains 12280 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 17028 members 
Mstep: Class 8 contains 10273 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 15417 members 
Mstep: Class 11 contains 10621 members 
Mstep: Class 12 contains 16809 members 
Mstep: Class 13 contains 20332 members 
Mstep: Class 14 contains 92986 members 
Mstep: Class 15 contains 105163 members 
Mstep: Class 16 contains 79922 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 26323 members 
Mstep: Class 19 contains 40440 members 
Mstep: Class 20 contains 28705 members 
Mstep: Class 21 contains 12376 members 
Mstep: Class 22 contains 5827 members 
Mstep: Class 23 contains 9880 members 
Mstep: Class 24 contains 8796 members 
Mstep: Class 25 contains 5472 members 
Mstep: Class 26 contains 14812 members 
Mstep: Class 27 contains 6290 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 10662 members 
Mstep: Class 30 contains 41042 members 
Mstep: Class 31 contains 7286 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3679 members 
Mstep: Class 34 contains 52058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109296.000000 Penalty: 116457.343750
Iteration 51Q: 35 clusters Score -9.61093e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 253290 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 6120 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16928 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 6806 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 20336 members 
Mstep: Class 14 contains 92492 members 
Mstep: Class 15 contains 105102 members 
Mstep: Class 16 contains 79902 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 26229 members 
Mstep: Class 19 contains 40593 members 
Mstep: Class 20 contains 29308 members 
Mstep: Class 21 contains 12375 members 
Mstep: Class 22 contains 5844 members 
Mstep: Class 23 contains 9784 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 5568 members 
Mstep: Class 26 contains 14765 members 
Mstep: Class 27 contains 6291 members 
Mstep: Class 28 contains 6364 members 
Mstep: Class 29 contains 10650 members 
Mstep: Class 30 contains 41064 members 
Mstep: Class 31 contains 7274 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3690 members 
Mstep: Class 34 contains 51990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109432.000000 Penalty: 116457.343750
Iteration 52Q: 35 clusters Score -9.610943e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 253280 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 12272 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16849 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 10874 members 
Mstep: Class 12 contains 16545 members 
Mstep: Class 13 contains 20341 members 
Mstep: Class 14 contains 92064 members 
Mstep: Class 15 contains 105059 members 
Mstep: Class 16 contains 79894 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 26159 members 
Mstep: Class 19 contains 40679 members 
Mstep: Class 20 contains 29850 members 
Mstep: Class 21 contains 12381 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 8791 members 
Mstep: Class 25 contains 5642 members 
Mstep: Class 26 contains 14725 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 10622 members 
Mstep: Class 30 contains 41033 members 
Mstep: Class 31 contains 7267 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3697 members 
Mstep: Class 34 contains 51920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109744.000000 Penalty: 116457.343750
Iteration 53Q: 35 clusters Score -9.610974e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 253293 members 
Mstep: Class 3 contains 8223 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 12273 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16773 members 
Mstep: Class 8 contains 10406 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 10965 members 
Mstep: Class 12 contains 16426 members 
Mstep: Class 13 contains 20350 members 
Mstep: Class 14 contains 91656 members 
Mstep: Class 15 contains 105031 members 
Mstep: Class 16 contains 79895 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 26093 members 
Mstep: Class 19 contains 40735 members 
Mstep: Class 20 contains 30406 members 
Mstep: Class 21 contains 12392 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 9610 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 14671 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 10599 members 
Mstep: Class 30 contains 41025 members 
Mstep: Class 31 contains 7264 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3700 members 
Mstep: Class 34 contains 51832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109608.000000 Penalty: 116457.343750
Iteration 54Q: 35 clusters Score -9.610961e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 253323 members 
Mstep: Class 3 contains 8310 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 12272 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 6785 members 
Mstep: Class 10 contains 15290 members 
Mstep: Class 11 contains 11049 members 
Mstep: Class 12 contains 16326 members 
Mstep: Class 13 contains 20351 members 
Mstep: Class 14 contains 91325 members 
Mstep: Class 15 contains 105012 members 
Mstep: Class 16 contains 79890 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 26044 members 
Mstep: Class 19 contains 40752 members 
Mstep: Class 20 contains 30855 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 9534 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 5748 members 
Mstep: Class 26 contains 14633 members 
Mstep: Class 27 contains 6291 members 
Mstep: Class 28 contains 6353 members 
Mstep: Class 29 contains 10578 members 
Mstep: Class 30 contains 41003 members 
Mstep: Class 31 contains 7269 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3707 members 
Mstep: Class 34 contains 51750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109776.000000 Penalty: 116457.343750
Iteration 55Q: 35 clusters Score -9.610978e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 253348 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 6279 members 
Mstep: Class 5 contains 12271 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 6781 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 11130 members 
Mstep: Class 12 contains 16246 members 
Mstep: Class 13 contains 20363 members 
Mstep: Class 14 contains 90982 members 
Mstep: Class 15 contains 104999 members 
Mstep: Class 16 contains 79887 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 40775 members 
Mstep: Class 20 contains 31309 members 
Mstep: Class 21 contains 12424 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 8785 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 14607 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 6351 members 
Mstep: Class 29 contains 10556 members 
Mstep: Class 30 contains 40963 members 
Mstep: Class 31 contains 7266 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3707 members 
Mstep: Class 34 contains 51658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109840.000000 Penalty: 116457.343750
Iteration 56Q: 35 clusters Score -9.610984e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 253355 members 
Mstep: Class 3 contains 8473 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 12270 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 10511 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 11214 members 
Mstep: Class 12 contains 16170 members 
Mstep: Class 13 contains 20364 members 
Mstep: Class 14 contains 90662 members 
Mstep: Class 15 contains 104983 members 
Mstep: Class 16 contains 79884 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 25968 members 
Mstep: Class 19 contains 40782 members 
Mstep: Class 20 contains 31729 members 
Mstep: Class 21 contains 12434 members 
Mstep: Class 22 contains 5947 members 
Mstep: Class 23 contains 9415 members 
Mstep: Class 24 contains 8784 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 14597 members 
Mstep: Class 27 contains 6266 members 
Mstep: Class 28 contains 6350 members 
Mstep: Class 29 contains 10554 members 
Mstep: Class 30 contains 40937 members 
Mstep: Class 31 contains 7268 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3708 members 
Mstep: Class 34 contains 51569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96109944.000000 Penalty: 116457.343750
Iteration 57Q: 35 clusters Score -9.610994e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 253392 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 12269 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16558 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 6776 members 
Mstep: Class 10 contains 15236 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 13 contains 20365 members 
Mstep: Class 14 contains 90389 members 
Mstep: Class 15 contains 104964 members 
Mstep: Class 16 contains 79886 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 25934 members 
Mstep: Class 19 contains 40781 members 
Mstep: Class 20 contains 32102 members 
Mstep: Class 21 contains 12444 members 
Mstep: Class 22 contains 5952 members 
Mstep: Class 23 contains 9371 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 5881 members 
Mstep: Class 26 contains 14577 members 
Mstep: Class 27 contains 6266 members 
Mstep: Class 28 contains 6349 members 
Mstep: Class 29 contains 10553 members 
Mstep: Class 30 contains 40907 members 
Mstep: Class 31 contains 7268 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 51497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96110088.000000 Penalty: 116457.343750
Iteration 58Q: 35 clusters Score -9.611009e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 253421 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 12269 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16523 members 
Mstep: Class 8 contains 10548 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 15225 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 16074 members 
Mstep: Class 13 contains 20369 members 
Mstep: Class 14 contains 90165 members 
Mstep: Class 15 contains 104954 members 
Mstep: Class 16 contains 79888 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 25899 members 
Mstep: Class 19 contains 40769 members 
Mstep: Class 20 contains 32431 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 8777 members 
Mstep: Class 25 contains 5907 members 
Mstep: Class 26 contains 14556 members 
Mstep: Class 27 contains 6263 members 
Mstep: Class 28 contains 6345 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 40874 members 
Mstep: Class 31 contains 7268 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 51445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96110256.000000 Penalty: 116457.343750
Iteration 59Q: 35 clusters Score -9.611026e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 253431 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 6388 members 
Mstep: Class 5 contains 12269 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 10560 members 
Mstep: Class 9 contains 6774 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 16044 members 
Mstep: Class 13 contains 20372 members 
Mstep: Class 14 contains 89959 members 
Mstep: Class 15 contains 104945 members 
Mstep: Class 16 contains 79896 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 25866 members 
Mstep: Class 19 contains 40772 members 
Mstep: Class 20 contains 32711 members 
Mstep: Class 21 contains 12445 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 9287 members 
Mstep: Class 24 contains 8775 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 14552 members 
Mstep: Class 27 contains 6266 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 10541 members 
Mstep: Class 30 contains 40839 members 
Mstep: Class 31 contains 7268 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3713 members 
Mstep: Class 34 contains 51402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96110776.000000 Penalty: 116457.343750
Iteration 60F: 35 clusters Score -9.611078e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 253438 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 6771 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 15980 members 
Mstep: Class 13 contains 20372 members 
Mstep: Class 14 contains 89768 members 
Mstep: Class 15 contains 104937 members 
Mstep: Class 16 contains 79898 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25833 members 
Mstep: Class 19 contains 40763 members 
Mstep: Class 20 contains 32937 members 
Mstep: Class 21 contains 12454 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 9348 members 
Mstep: Class 24 contains 8775 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 6202 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 10534 members 
Mstep: Class 30 contains 40810 members 
Mstep: Class 31 contains 7260 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3714 members 
Mstep: Class 34 contains 51357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96111248.000000 Penalty: 116457.343750
Iteration 61Q: 35 clusters Score -9.611125e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 253449 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 12201 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16380 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 11463 members 
Mstep: Class 12 contains 15902 members 
Mstep: Class 13 contains 20386 members 
Mstep: Class 14 contains 89559 members 
Mstep: Class 15 contains 104928 members 
Mstep: Class 16 contains 79894 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25807 members 
Mstep: Class 19 contains 40754 members 
Mstep: Class 20 contains 33204 members 
Mstep: Class 21 contains 12463 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 8775 members 
Mstep: Class 25 contains 6266 members 
Mstep: Class 26 contains 14279 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 40774 members 
Mstep: Class 31 contains 7236 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 51297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96111592.000000 Penalty: 116457.343750
Iteration 62Q: 35 clusters Score -9.611159e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 253445 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 6684 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16337 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 11534 members 
Mstep: Class 12 contains 15830 members 
Mstep: Class 13 contains 20403 members 
Mstep: Class 14 contains 89348 members 
Mstep: Class 15 contains 104923 members 
Mstep: Class 16 contains 79896 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25790 members 
Mstep: Class 19 contains 40758 members 
Mstep: Class 20 contains 33508 members 
Mstep: Class 21 contains 12460 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 8774 members 
Mstep: Class 25 contains 6441 members 
Mstep: Class 26 contains 14109 members 
Mstep: Class 27 contains 6089 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 10511 members 
Mstep: Class 30 contains 40744 members 
Mstep: Class 31 contains 7227 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 51242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96111864.000000 Penalty: 116457.343750
Iteration 63Q: 35 clusters Score -9.611186e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 253447 members 
Mstep: Class 3 contains 9076 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 12140 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 8 contains 10456 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 11612 members 
Mstep: Class 12 contains 15759 members 
Mstep: Class 13 contains 20427 members 
Mstep: Class 14 contains 89143 members 
Mstep: Class 15 contains 104917 members 
Mstep: Class 16 contains 79891 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 40763 members 
Mstep: Class 20 contains 33769 members 
Mstep: Class 21 contains 12467 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 8777 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 13981 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 6341 members 
Mstep: Class 29 contains 10505 members 
Mstep: Class 30 contains 40735 members 
Mstep: Class 31 contains 7228 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 51175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96112288.000000 Penalty: 116457.343750
Iteration 64Q: 35 clusters Score -9.611229e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 253464 members 
Mstep: Class 3 contains 9155 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 12111 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 10453 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 15137 members 
Mstep: Class 11 contains 11681 members 
Mstep: Class 12 contains 15696 members 
Mstep: Class 13 contains 20462 members 
Mstep: Class 14 contains 88942 members 
Mstep: Class 15 contains 104907 members 
Mstep: Class 16 contains 79889 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 40766 members 
Mstep: Class 20 contains 34029 members 
Mstep: Class 21 contains 12478 members 
Mstep: Class 22 contains 6000 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 6729 members 
Mstep: Class 26 contains 13862 members 
Mstep: Class 27 contains 6017 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 10491 members 
Mstep: Class 30 contains 40722 members 
Mstep: Class 31 contains 7217 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 51102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96112344.000000 Penalty: 116457.343750
Iteration 65Q: 35 clusters Score -9.611234e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 253475 members 
Mstep: Class 3 contains 9220 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 12080 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 16237 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 15119 members 
Mstep: Class 11 contains 11735 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 20506 members 
Mstep: Class 14 contains 88762 members 
Mstep: Class 15 contains 104900 members 
Mstep: Class 16 contains 79892 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25712 members 
Mstep: Class 19 contains 40769 members 
Mstep: Class 20 contains 34271 members 
Mstep: Class 21 contains 12497 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 6343 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 40694 members 
Mstep: Class 31 contains 7212 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 51028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96112648.000000 Penalty: 116457.343750
Iteration 66Q: 35 clusters Score -9.611265e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 253491 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 12051 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 11782 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 20536 members 
Mstep: Class 14 contains 88595 members 
Mstep: Class 15 contains 104890 members 
Mstep: Class 16 contains 79894 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25692 members 
Mstep: Class 19 contains 40765 members 
Mstep: Class 20 contains 34508 members 
Mstep: Class 21 contains 12503 members 
Mstep: Class 22 contains 6016 members 
Mstep: Class 23 contains 9206 members 
Mstep: Class 24 contains 8778 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 6342 members 
Mstep: Class 29 contains 10486 members 
Mstep: Class 30 contains 40665 members 
Mstep: Class 31 contains 7205 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 50969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96112648.000000 Penalty: 116457.343750
Iteration 67Q: 35 clusters Score -9.611265e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 253516 members 
Mstep: Class 3 contains 9304 members 
Mstep: Class 4 contains 6941 members 
Mstep: Class 5 contains 12031 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16189 members 
Mstep: Class 8 contains 10499 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 11835 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 20582 members 
Mstep: Class 14 contains 88428 members 
Mstep: Class 15 contains 104882 members 
Mstep: Class 16 contains 79893 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 40763 members 
Mstep: Class 20 contains 34725 members 
Mstep: Class 21 contains 12502 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 9138 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 13642 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 6346 members 
Mstep: Class 29 contains 10476 members 
Mstep: Class 30 contains 40663 members 
Mstep: Class 31 contains 7206 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 50906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96112928.000000 Penalty: 116457.343750
Iteration 68Q: 35 clusters Score -9.611293e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 253529 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 6960 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16180 members 
Mstep: Class 8 contains 10524 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 11885 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 20616 members 
Mstep: Class 14 contains 88268 members 
Mstep: Class 15 contains 104868 members 
Mstep: Class 16 contains 79890 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25650 members 
Mstep: Class 19 contains 40758 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 12502 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 9087 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 7061 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 6347 members 
Mstep: Class 29 contains 10463 members 
Mstep: Class 30 contains 40662 members 
Mstep: Class 31 contains 7214 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 50845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96112984.000000 Penalty: 116457.343750
Iteration 69Q: 35 clusters Score -9.611298e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 253543 members 
Mstep: Class 3 contains 9378 members 
Mstep: Class 4 contains 6966 members 
Mstep: Class 5 contains 12022 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16170 members 
Mstep: Class 8 contains 10539 members 
Mstep: Class 9 contains 6687 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 20645 members 
Mstep: Class 14 contains 88123 members 
Mstep: Class 15 contains 104864 members 
Mstep: Class 16 contains 79891 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25631 members 
Mstep: Class 19 contains 40763 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 12497 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 9047 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 13547 members 
Mstep: Class 27 contains 5902 members 
Mstep: Class 28 contains 6349 members 
Mstep: Class 29 contains 10444 members 
Mstep: Class 30 contains 40654 members 
Mstep: Class 31 contains 7220 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 50784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113040.000000 Penalty: 116457.343750
Iteration 70Q: 35 clusters Score -9.611304e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 253551 members 
Mstep: Class 3 contains 9414 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 12020 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16160 members 
Mstep: Class 8 contains 10537 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 11972 members 
Mstep: Class 12 contains 15460 members 
Mstep: Class 13 contains 20668 members 
Mstep: Class 14 contains 87989 members 
Mstep: Class 15 contains 104857 members 
Mstep: Class 16 contains 79891 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25612 members 
Mstep: Class 19 contains 40768 members 
Mstep: Class 20 contains 35282 members 
Mstep: Class 21 contains 12495 members 
Mstep: Class 22 contains 6047 members 
Mstep: Class 23 contains 9004 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7223 members 
Mstep: Class 26 contains 13487 members 
Mstep: Class 27 contains 5898 members 
Mstep: Class 28 contains 6345 members 
Mstep: Class 29 contains 10431 members 
Mstep: Class 30 contains 40647 members 
Mstep: Class 31 contains 7219 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113384.000000 Penalty: 116457.343750
Iteration 71Q: 35 clusters Score -9.611338e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 253563 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 12018 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16151 members 
Mstep: Class 8 contains 10537 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 12009 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 20690 members 
Mstep: Class 14 contains 87868 members 
Mstep: Class 15 contains 104854 members 
Mstep: Class 16 contains 79894 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25586 members 
Mstep: Class 19 contains 40755 members 
Mstep: Class 20 contains 35455 members 
Mstep: Class 21 contains 12495 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7291 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 5899 members 
Mstep: Class 28 contains 6341 members 
Mstep: Class 29 contains 10427 members 
Mstep: Class 30 contains 40627 members 
Mstep: Class 31 contains 7228 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3731 members 
Mstep: Class 34 contains 50678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113624.000000 Penalty: 116457.343750
Iteration 72Q: 35 clusters Score -9.611362e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 253581 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 12017 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16153 members 
Mstep: Class 8 contains 10547 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 12051 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 20701 members 
Mstep: Class 14 contains 87749 members 
Mstep: Class 15 contains 104850 members 
Mstep: Class 16 contains 79895 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25569 members 
Mstep: Class 19 contains 40750 members 
Mstep: Class 20 contains 35611 members 
Mstep: Class 21 contains 12489 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 8929 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7342 members 
Mstep: Class 26 contains 13402 members 
Mstep: Class 27 contains 5900 members 
Mstep: Class 28 contains 6337 members 
Mstep: Class 29 contains 10418 members 
Mstep: Class 30 contains 40624 members 
Mstep: Class 31 contains 7228 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3731 members 
Mstep: Class 34 contains 50623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113520.000000 Penalty: 116457.343750
Iteration 73Q: 35 clusters Score -9.611352e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 253597 members 
Mstep: Class 3 contains 9556 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16158 members 
Mstep: Class 8 contains 10544 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 12086 members 
Mstep: Class 12 contains 15371 members 
Mstep: Class 13 contains 20715 members 
Mstep: Class 14 contains 87621 members 
Mstep: Class 15 contains 104848 members 
Mstep: Class 16 contains 79898 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25554 members 
Mstep: Class 19 contains 40738 members 
Mstep: Class 20 contains 35755 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 8907 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7388 members 
Mstep: Class 26 contains 13372 members 
Mstep: Class 27 contains 5900 members 
Mstep: Class 28 contains 6335 members 
Mstep: Class 29 contains 10403 members 
Mstep: Class 30 contains 40617 members 
Mstep: Class 31 contains 7231 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113440.000000 Penalty: 116457.343750
Iteration 74Q: 35 clusters Score -9.611344e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 253603 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16157 members 
Mstep: Class 8 contains 10546 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 15054 members 
Mstep: Class 11 contains 12126 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 20731 members 
Mstep: Class 14 contains 87504 members 
Mstep: Class 15 contains 104848 members 
Mstep: Class 16 contains 79898 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25533 members 
Mstep: Class 19 contains 40732 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 12496 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 8875 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7428 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 6329 members 
Mstep: Class 29 contains 10401 members 
Mstep: Class 30 contains 40598 members 
Mstep: Class 31 contains 7238 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113312.000000 Penalty: 116457.343750
Iteration 75Q: 35 clusters Score -9.611331e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 253614 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 6968 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16152 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 12169 members 
Mstep: Class 12 contains 15323 members 
Mstep: Class 13 contains 20745 members 
Mstep: Class 14 contains 87402 members 
Mstep: Class 15 contains 104846 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25516 members 
Mstep: Class 19 contains 40725 members 
Mstep: Class 20 contains 36029 members 
Mstep: Class 21 contains 12499 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 8847 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7456 members 
Mstep: Class 26 contains 13331 members 
Mstep: Class 27 contains 5905 members 
Mstep: Class 28 contains 6326 members 
Mstep: Class 29 contains 10394 members 
Mstep: Class 30 contains 40601 members 
Mstep: Class 31 contains 7243 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113464.000000 Penalty: 116457.343750
Iteration 76Q: 35 clusters Score -9.611346e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 253628 members 
Mstep: Class 3 contains 9668 members 
Mstep: Class 4 contains 6962 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 6650 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 12216 members 
Mstep: Class 12 contains 15294 members 
Mstep: Class 13 contains 20751 members 
Mstep: Class 14 contains 87302 members 
Mstep: Class 15 contains 104844 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25506 members 
Mstep: Class 19 contains 40713 members 
Mstep: Class 20 contains 36142 members 
Mstep: Class 21 contains 12503 members 
Mstep: Class 22 contains 6069 members 
Mstep: Class 23 contains 8825 members 
Mstep: Class 24 contains 8783 members 
Mstep: Class 25 contains 7489 members 
Mstep: Class 26 contains 13311 members 
Mstep: Class 27 contains 5905 members 
Mstep: Class 28 contains 6326 members 
Mstep: Class 29 contains 10390 members 
Mstep: Class 30 contains 40593 members 
Mstep: Class 31 contains 7246 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113504.000000 Penalty: 116457.343750
Iteration 77Q: 35 clusters Score -9.61135e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253640 members 
Mstep: Class 3 contains 9705 members 
Mstep: Class 4 contains 6958 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 10583 members 
Mstep: Class 9 contains 6644 members 
Mstep: Class 10 contains 15040 members 
Mstep: Class 11 contains 12260 members 
Mstep: Class 12 contains 15269 members 
Mstep: Class 13 contains 20759 members 
Mstep: Class 14 contains 87196 members 
Mstep: Class 15 contains 104840 members 
Mstep: Class 16 contains 79898 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25494 members 
Mstep: Class 19 contains 40694 members 
Mstep: Class 20 contains 36275 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 6072 members 
Mstep: Class 23 contains 8801 members 
Mstep: Class 24 contains 8783 members 
Mstep: Class 25 contains 7516 members 
Mstep: Class 26 contains 13298 members 
Mstep: Class 27 contains 5902 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10389 members 
Mstep: Class 30 contains 40592 members 
Mstep: Class 31 contains 7248 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96113408.000000 Penalty: 116457.343750
Iteration 78Q: 35 clusters Score -9.611341e+07 nChanged 451
Entering ConstructFrom: 
Score: -96113408.000000 Penalty: 116457.343750
Entering ConstructFrom: 
Trying to split cluster 1 (56264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Entering Unmasked Estep 
Score: -5762450.500000 Penalty: 2712.576904
	Iteration 0F: 2 clusters Score -5762450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -5724620.500000 Penalty: 5425.153809
	Iteration 0F: 3 clusters Score -5724620 nChanged 26011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5739394.500000 Penalty: 5425.153809
	Iteration 1F: 3 clusters Score -5739394 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5740031.000000 Penalty: 5425.153809
	Iteration 2Q: 3 clusters Score -5740031 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5740751.000000 Penalty: 5425.153809
	Iteration 3Q: 3 clusters Score -5740751 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5741464.000000 Penalty: 5425.153809
	Iteration 4Q: 3 clusters Score -5741464 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -5742201.500000 Penalty: 5425.153809
	Iteration 5Q: 3 clusters Score -5742202 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5743056.000000 Penalty: 5425.153809
	Iteration 6Q: 3 clusters Score -5743056 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -5744030.500000 Penalty: 5425.153809
	Iteration 7Q: 3 clusters Score -5744030 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -5745123.500000 Penalty: 5425.153809
	Iteration 8Q: 3 clusters Score -5745124 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5746284.000000 Penalty: 5425.153809
	Iteration 9Q: 3 clusters Score -5746284 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5747401.500000 Penalty: 5425.153809
	Iteration 10Q: 3 clusters Score -5747402 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5748494.000000 Penalty: 5425.153809
	Iteration 11Q: 3 clusters Score -5748494 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5749663.500000 Penalty: 5425.153809
	Iteration 12Q: 3 clusters Score -5749664 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5750835.000000 Penalty: 5425.153809
	Iteration 13Q: 3 clusters Score -5750835 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -5752056.000000 Penalty: 5425.153809
	Iteration 14Q: 3 clusters Score -5752056 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5753374.500000 Penalty: 5425.153809
	Iteration 15Q: 3 clusters Score -5753374 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5754709.500000 Penalty: 5425.153809
	Iteration 16Q: 3 clusters Score -5754710 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -5755970.000000 Penalty: 5425.153809
	Iteration 17Q: 3 clusters Score -5755970 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5756986.000000 Penalty: 5425.153809
	Iteration 18Q: 3 clusters Score -5756986 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -5757813.000000 Penalty: 5425.153809
	Iteration 19Q: 3 clusters Score -5757813 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5758484.000000 Penalty: 5425.153809
	Iteration 20F: 3 clusters Score -5758484 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5758928.000000 Penalty: 5425.153809
	Iteration 21Q: 3 clusters Score -5758928 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5759263.000000 Penalty: 5425.153809
	Iteration 22Q: 3 clusters Score -5759263 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5759523.500000 Penalty: 5425.153809
	Iteration 23Q: 3 clusters Score -5759524 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5759671.500000 Penalty: 5425.153809
	Iteration 24Q: 3 clusters Score -5759672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5759798.000000 Penalty: 5425.153809
	Iteration 25Q: 3 clusters Score -5759798 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5759884.000000 Penalty: 5425.153809
	Iteration 26Q: 3 clusters Score -5759884 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5759934.000000 Penalty: 5425.153809
	Iteration 27Q: 3 clusters Score -5759934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5759977.000000 Penalty: 5425.153809
	Iteration 28Q: 3 clusters Score -5759977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5760011.500000 Penalty: 5425.153809
	Iteration 29Q: 3 clusters Score -5760012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5760045.000000 Penalty: 5425.153809
	Iteration 30Q: 3 clusters Score -5760045 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5760073.000000 Penalty: 5425.153809
	Iteration 31Q: 3 clusters Score -5760073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5760104.500000 Penalty: 5425.153809
	Iteration 32Q: 3 clusters Score -5760104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5760132.500000 Penalty: 5425.153809
	Iteration 33Q: 3 clusters Score -5760132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5760135.000000 Penalty: 5425.153809
	Iteration 34Q: 3 clusters Score -5760135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5760145.000000 Penalty: 5425.153809
	Iteration 35Q: 3 clusters Score -5760145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5760156.000000 Penalty: 5425.153809
	Iteration 36Q: 3 clusters Score -5760156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5760172.000000 Penalty: 5425.153809
	Iteration 37Q: 3 clusters Score -5760172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5760182.000000 Penalty: 5425.153809
	Iteration 38Q: 3 clusters Score -5760182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5760187.500000 Penalty: 5425.153809
	Iteration 39Q: 3 clusters Score -5760188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5760192.500000 Penalty: 5425.153809
	Iteration 40F: 3 clusters Score -5760192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5760200.000000 Penalty: 5425.153809
	Iteration 41Q: 3 clusters Score -5760200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5760202.000000 Penalty: 5425.153809
	Iteration 42Q: 3 clusters Score -5760202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5760208.000000 Penalty: 5425.153809
	Iteration 43Q: 3 clusters Score -5760208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5760207.000000 Penalty: 5425.153809
	Iteration 44Q: 3 clusters Score -5760207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5760211.000000 Penalty: 5425.153809
	Iteration 45Q: 3 clusters Score -5760211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5760208.000000 Penalty: 5425.153809
	Iteration 46Q: 3 clusters Score -5760208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5760213.500000 Penalty: 5425.153809
	Iteration 47Q: 3 clusters Score -5760214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5760212.000000 Penalty: 5425.153809
	Iteration 48Q: 3 clusters Score -5760212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5760213.500000 Penalty: 5425.153809
	Iteration 49Q: 3 clusters Score -5760214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5760218.000000 Penalty: 5425.153809
	Iteration 50Q: 3 clusters Score -5760218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5760218.000000 Penalty: 5425.153809
	Iteration 51F: 3 clusters Score -5760218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (253657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253657 members 
Entering Unmasked Estep 
Score: -25985494.000000 Penalty: 3086.047119
	Iteration 0F: 2 clusters Score -2.598549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 126351 members 
Entering Unmasked Estep 
Score: -25814844.000000 Penalty: 6172.094238
	Iteration 0F: 3 clusters Score -2.581484e+07 nChanged 122811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136911 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -25888836.000000 Penalty: 6172.094238
	Iteration 1F: 3 clusters Score -2.588884e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142969 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -25892912.000000 Penalty: 6172.094238
	Iteration 2Q: 3 clusters Score -2.589291e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -25900224.000000 Penalty: 6172.094238
	Iteration 3Q: 3 clusters Score -2.590022e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162640 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -25911088.000000 Penalty: 6172.094238
	Iteration 4F: 3 clusters Score -2.591109e+07 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -25922802.000000 Penalty: 6172.094238
	Iteration 5F: 3 clusters Score -2.59228e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187532 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -25934672.000000 Penalty: 6172.094238
	Iteration 6F: 3 clusters Score -2.593467e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200509 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -25945950.000000 Penalty: 6172.094238
	Iteration 7F: 3 clusters Score -2.594595e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212559 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -25955692.000000 Penalty: 6172.094238
	Iteration 8F: 3 clusters Score -2.595569e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222821 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -25963536.000000 Penalty: 6172.094238
	Iteration 9Q: 3 clusters Score -2.596354e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231098 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -25969560.000000 Penalty: 6172.094238
	Iteration 10Q: 3 clusters Score -2.596956e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237296 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -25973908.000000 Penalty: 6172.094238
	Iteration 11Q: 3 clusters Score -2.597391e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241653 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -25976790.000000 Penalty: 6172.094238
	Iteration 12Q: 3 clusters Score -2.597679e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244744 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -25978642.000000 Penalty: 6172.094238
	Iteration 13Q: 3 clusters Score -2.597864e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247021 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -25979906.000000 Penalty: 6172.094238
	Iteration 14Q: 3 clusters Score -2.597991e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248714 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -25980828.000000 Penalty: 6172.094238
	Iteration 15Q: 3 clusters Score -2.598083e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249806 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -25981438.000000 Penalty: 6172.094238
	Iteration 16Q: 3 clusters Score -2.598144e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250578 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -25981792.000000 Penalty: 6172.094238
	Iteration 17Q: 3 clusters Score -2.598179e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251111 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -25982012.000000 Penalty: 6172.094238
	Iteration 18Q: 3 clusters Score -2.598201e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251472 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -25982226.000000 Penalty: 6172.094238
	Iteration 19Q: 3 clusters Score -2.598223e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251702 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -25982364.000000 Penalty: 6172.094238
	Iteration 20F: 3 clusters Score -2.598236e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251896 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -25982496.000000 Penalty: 6172.094238
	Iteration 21Q: 3 clusters Score -2.59825e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252045 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25982590.000000 Penalty: 6172.094238
	Iteration 22Q: 3 clusters Score -2.598259e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252162 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -25982716.000000 Penalty: 6172.094238
	Iteration 23Q: 3 clusters Score -2.598272e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252243 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -25982738.000000 Penalty: 6172.094238
	Iteration 24Q: 3 clusters Score -2.598274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252302 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -25982746.000000 Penalty: 6172.094238
	Iteration 25Q: 3 clusters Score -2.598275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252343 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -25982784.000000 Penalty: 6172.094238
	Iteration 26Q: 3 clusters Score -2.598278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252387 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -25982764.000000 Penalty: 6172.094238
	Iteration 27Q: 3 clusters Score -2.598276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252426 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -25982762.000000 Penalty: 6172.094238
	Iteration 28Q: 3 clusters Score -2.598276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252458 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -25982784.000000 Penalty: 6172.094238
	Iteration 29Q: 3 clusters Score -2.598278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252483 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -25982804.000000 Penalty: 6172.094238
	Iteration 30Q: 3 clusters Score -2.59828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252507 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -25982832.000000 Penalty: 6172.094238
	Iteration 31Q: 3 clusters Score -2.598283e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252533 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -25982808.000000 Penalty: 6172.094238
	Iteration 32Q: 3 clusters Score -2.598281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252565 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25982820.000000 Penalty: 6172.094238
	Iteration 33Q: 3 clusters Score -2.598282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252594 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25982846.000000 Penalty: 6172.094238
	Iteration 34Q: 3 clusters Score -2.598285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252612 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25982868.000000 Penalty: 6172.094238
	Iteration 35Q: 3 clusters Score -2.598287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252624 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -25982854.000000 Penalty: 6172.094238
	Iteration 36Q: 3 clusters Score -2.598285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252635 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -25982864.000000 Penalty: 6172.094238
	Iteration 37Q: 3 clusters Score -2.598286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252642 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -25982842.000000 Penalty: 6172.094238
	Iteration 38Q: 3 clusters Score -2.598284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252652 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -25982842.000000 Penalty: 6172.094238
	Iteration 39Q: 3 clusters Score -2.598284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252656 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -25982852.000000 Penalty: 6172.094238
	Iteration 40F: 3 clusters Score -2.598285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -25982828.000000 Penalty: 6172.094238
	Iteration 41Q: 3 clusters Score -2.598283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252665 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -25982834.000000 Penalty: 6172.094238
	Iteration 42Q: 3 clusters Score -2.598283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252668 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -25982830.000000 Penalty: 6172.094238
	Iteration 43Q: 3 clusters Score -2.598283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252672 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25982812.000000 Penalty: 6172.094238
	Iteration 44Q: 3 clusters Score -2.598281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -25982818.000000 Penalty: 6172.094238
	Iteration 45Q: 3 clusters Score -2.598282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252681 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -25982836.000000 Penalty: 6172.094238
	Iteration 46Q: 3 clusters Score -2.598284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252683 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -25982842.000000 Penalty: 6172.094238
	Iteration 47Q: 3 clusters Score -2.598284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -25982844.000000 Penalty: 6172.094238
	Iteration 48Q: 3 clusters Score -2.598284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -25982844.000000 Penalty: 6172.094238
	Iteration 49F: 3 clusters Score -2.598284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Entering Unmasked Estep 
Score: -933636.375000 Penalty: 2277.682129
	Iteration 0F: 2 clusters Score -933636.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -926107.562500 Penalty: 4555.364258
	Iteration 0F: 3 clusters Score -926107.6 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -928322.000000 Penalty: 4555.364258
	Iteration 1F: 3 clusters Score -928322 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -928756.062500 Penalty: 4555.364258
	Iteration 2F: 3 clusters Score -928756.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -929111.937500 Penalty: 4555.364258
	Iteration 3F: 3 clusters Score -929111.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -929463.000000 Penalty: 4555.364258
	Iteration 4F: 3 clusters Score -929463 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -929786.875000 Penalty: 4555.364258
	Iteration 5F: 3 clusters Score -929786.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -930114.250000 Penalty: 4555.364258
	Iteration 6Q: 3 clusters Score -930114.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -930426.562500 Penalty: 4555.364258
	Iteration 7Q: 3 clusters Score -930426.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -930777.125000 Penalty: 4555.364258
	Iteration 8Q: 3 clusters Score -930777.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -931079.000000 Penalty: 4555.364258
	Iteration 9Q: 3 clusters Score -931079 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -931318.625000 Penalty: 4555.364258
	Iteration 10Q: 3 clusters Score -931318.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -931513.812500 Penalty: 4555.364258
	Iteration 11Q: 3 clusters Score -931513.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -931669.625000 Penalty: 4555.364258
	Iteration 12Q: 3 clusters Score -931669.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -931781.312500 Penalty: 4555.364258
	Iteration 13Q: 3 clusters Score -931781.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -931837.500000 Penalty: 4555.364258
	Iteration 14Q: 3 clusters Score -931837.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -931877.750000 Penalty: 4555.364258
	Iteration 15Q: 3 clusters Score -931877.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -931910.812500 Penalty: 4555.364258
	Iteration 16Q: 3 clusters Score -931910.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -931932.000000 Penalty: 4555.364258
	Iteration 17Q: 3 clusters Score -931932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -931950.562500 Penalty: 4555.364258
	Iteration 18Q: 3 clusters Score -931950.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -931971.500000 Penalty: 4555.364258
	Iteration 19Q: 3 clusters Score -931971.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -931995.062500 Penalty: 4555.364258
	Iteration 20F: 3 clusters Score -931995.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -932013.500000 Penalty: 4555.364258
	Iteration 21Q: 3 clusters Score -932013.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -932028.125000 Penalty: 4555.364258
	Iteration 22Q: 3 clusters Score -932028.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -932039.875000 Penalty: 4555.364258
	Iteration 23Q: 3 clusters Score -932039.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -932044.375000 Penalty: 4555.364258
	Iteration 24Q: 3 clusters Score -932044.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -932050.625000 Penalty: 4555.364258
	Iteration 25Q: 3 clusters Score -932050.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -932058.625000 Penalty: 4555.364258
	Iteration 26Q: 3 clusters Score -932058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -932064.000000 Penalty: 4555.364258
	Iteration 27Q: 3 clusters Score -932064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -932068.875000 Penalty: 4555.364258
	Iteration 28Q: 3 clusters Score -932068.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -932067.187500 Penalty: 4555.364258
	Iteration 29Q: 3 clusters Score -932067.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -932070.687500 Penalty: 4555.364258
	Iteration 30Q: 3 clusters Score -932070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -932073.250000 Penalty: 4555.364258
	Iteration 31Q: 3 clusters Score -932073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -932073.000000 Penalty: 4555.364258
	Iteration 32Q: 3 clusters Score -932073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -932073.500000 Penalty: 4555.364258
	Iteration 33Q: 3 clusters Score -932073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -932073.312500 Penalty: 4555.364258
	Iteration 34Q: 3 clusters Score -932073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -932073.000000 Penalty: 4555.364258
	Iteration 35Q: 3 clusters Score -932073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -932073.500000 Penalty: 4555.364258
	Iteration 36Q: 3 clusters Score -932073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -932073.500000 Penalty: 4555.364258
	Iteration 37F: 3 clusters Score -932073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Entering Unmasked Estep 
Score: -622951.750000 Penalty: 2194.180908
	Iteration 0F: 2 clusters Score -622951.8 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 3497 members 
Entering Unmasked Estep 
Score: -617148.500000 Penalty: 4388.361816
	Iteration 0F: 3 clusters Score -617148.5 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -618932.937500 Penalty: 4388.361816
	Iteration 1F: 3 clusters Score -618932.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -619503.125000 Penalty: 4388.361816
	Iteration 2F: 3 clusters Score -619503.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -620125.562500 Penalty: 4388.361816
	Iteration 3F: 3 clusters Score -620125.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -620700.125000 Penalty: 4388.361816
	Iteration 4F: 3 clusters Score -620700.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -621118.125000 Penalty: 4388.361816
	Iteration 5F: 3 clusters Score -621118.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -621459.875000 Penalty: 4388.361816
	Iteration 6F: 3 clusters Score -621459.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -621720.500000 Penalty: 4388.361816
	Iteration 7Q: 3 clusters Score -621720.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -621898.687500 Penalty: 4388.361816
	Iteration 8Q: 3 clusters Score -621898.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -622024.937500 Penalty: 4388.361816
	Iteration 9Q: 3 clusters Score -622024.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -622121.250000 Penalty: 4388.361816
	Iteration 10Q: 3 clusters Score -622121.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -622197.187500 Penalty: 4388.361816
	Iteration 11Q: 3 clusters Score -622197.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -622265.437500 Penalty: 4388.361816
	Iteration 12Q: 3 clusters Score -622265.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -622332.125000 Penalty: 4388.361816
	Iteration 13Q: 3 clusters Score -622332.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -622405.375000 Penalty: 4388.361816
	Iteration 14Q: 3 clusters Score -622405.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -622480.687500 Penalty: 4388.361816
	Iteration 15Q: 3 clusters Score -622480.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -622571.687500 Penalty: 4388.361816
	Iteration 16Q: 3 clusters Score -622571.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -622650.750000 Penalty: 4388.361816
	Iteration 17Q: 3 clusters Score -622650.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -622702.500000 Penalty: 4388.361816
	Iteration 18Q: 3 clusters Score -622702.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -622757.500000 Penalty: 4388.361816
	Iteration 19Q: 3 clusters Score -622757.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -622808.250000 Penalty: 4388.361816
	Iteration 20F: 3 clusters Score -622808.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -622838.875000 Penalty: 4388.361816
	Iteration 21Q: 3 clusters Score -622838.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -622866.437500 Penalty: 4388.361816
	Iteration 22Q: 3 clusters Score -622866.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -622901.062500 Penalty: 4388.361816
	Iteration 23Q: 3 clusters Score -622901.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -622929.812500 Penalty: 4388.361816
	Iteration 24Q: 3 clusters Score -622929.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -622964.000000 Penalty: 4388.361816
	Iteration 25Q: 3 clusters Score -622964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -622987.875000 Penalty: 4388.361816
	Iteration 26Q: 3 clusters Score -622987.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -623005.062500 Penalty: 4388.361816
	Iteration 27Q: 3 clusters Score -623005.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -623022.625000 Penalty: 4388.361816
	Iteration 28Q: 3 clusters Score -623022.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -623035.625000 Penalty: 4388.361816
	Iteration 29Q: 3 clusters Score -623035.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -623043.750000 Penalty: 4388.361816
	Iteration 30Q: 3 clusters Score -623043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -623050.312500 Penalty: 4388.361816
	Iteration 31Q: 3 clusters Score -623050.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -623052.562500 Penalty: 4388.361816
	Iteration 32Q: 3 clusters Score -623052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -623056.000000 Penalty: 4388.361816
	Iteration 33Q: 3 clusters Score -623056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -623056.187500 Penalty: 4388.361816
	Iteration 34Q: 3 clusters Score -623056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -623057.875000 Penalty: 4388.361816
	Iteration 35Q: 3 clusters Score -623057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -623058.937500 Penalty: 4388.361816
	Iteration 36Q: 3 clusters Score -623058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -623060.250000 Penalty: 4388.361816
	Iteration 37Q: 3 clusters Score -623060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -623059.562500 Penalty: 4388.361816
	Iteration 38Q: 3 clusters Score -623059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -623060.375000 Penalty: 4388.361816
	Iteration 39Q: 3 clusters Score -623060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -623060.375000 Penalty: 4388.361816
	Iteration 40F: 3 clusters Score -623060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 20764 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 3205 members 
Entering Unmasked Estep 
Score: -96112392.000000 Penalty: 119882.554688
Splitting cluster 4 changes total score from -96113408.000000 to -96112392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (12012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Entering Unmasked Estep 
Score: -1219776.375000 Penalty: 2329.627930
	Iteration 0F: 2 clusters Score -1219776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1210851.500000 Penalty: 4659.255859
	Iteration 0F: 3 clusters Score -1210852 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1213703.125000 Penalty: 4659.255859
	Iteration 1F: 3 clusters Score -1213703 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1214313.500000 Penalty: 4659.255859
	Iteration 2F: 3 clusters Score -1214314 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1215243.625000 Penalty: 4659.255859
	Iteration 3F: 3 clusters Score -1215244 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1216411.500000 Penalty: 4659.255859
	Iteration 4F: 3 clusters Score -1216412 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1217475.375000 Penalty: 4659.255859
	Iteration 5F: 3 clusters Score -1217475 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1218161.000000 Penalty: 4659.255859
	Iteration 6F: 3 clusters Score -1218161 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1218524.125000 Penalty: 4659.255859
	Iteration 7Q: 3 clusters Score -1218524 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1218658.625000 Penalty: 4659.255859
	Iteration 8Q: 3 clusters Score -1218659 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1218710.750000 Penalty: 4659.255859
	Iteration 9Q: 3 clusters Score -1218711 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1218739.625000 Penalty: 4659.255859
	Iteration 10Q: 3 clusters Score -1218740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1218752.125000 Penalty: 4659.255859
	Iteration 11Q: 3 clusters Score -1218752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1218763.625000 Penalty: 4659.255859
	Iteration 12Q: 3 clusters Score -1218764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1218770.250000 Penalty: 4659.255859
	Iteration 13Q: 3 clusters Score -1218770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1218775.375000 Penalty: 4659.255859
	Iteration 14Q: 3 clusters Score -1218775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1218776.375000 Penalty: 4659.255859
	Iteration 15Q: 3 clusters Score -1218776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1218777.875000 Penalty: 4659.255859
	Iteration 16Q: 3 clusters Score -1218778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1218779.000000 Penalty: 4659.255859
	Iteration 17Q: 3 clusters Score -1218779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1218777.625000 Penalty: 4659.255859
	Iteration 18Q: 3 clusters Score -1218778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1218777.875000 Penalty: 4659.255859
	Iteration 19Q: 3 clusters Score -1218778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1218778.875000 Penalty: 4659.255859
	Iteration 20F: 3 clusters Score -1218779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1218779.000000 Penalty: 4659.255859
	Iteration 21Q: 3 clusters Score -1218779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1218778.875000 Penalty: 4659.255859
	Iteration 22Q: 3 clusters Score -1218779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1218779.375000 Penalty: 4659.255859
	Iteration 23Q: 3 clusters Score -1218779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1218779.000000 Penalty: 4659.255859
	Iteration 24Q: 3 clusters Score -1218779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1218780.625000 Penalty: 4659.255859
	Iteration 25Q: 3 clusters Score -1218781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1218778.125000 Penalty: 4659.255859
	Iteration 26Q: 3 clusters Score -1218778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1218779.250000 Penalty: 4659.255859
	Iteration 27Q: 3 clusters Score -1218779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1218782.125000 Penalty: 4659.255859
	Iteration 28Q: 3 clusters Score -1218782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1218786.250000 Penalty: 4659.255859
	Iteration 29Q: 3 clusters Score -1218786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1218785.875000 Penalty: 4659.255859
	Iteration 30Q: 3 clusters Score -1218786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1218787.250000 Penalty: 4659.255859
	Iteration 31Q: 3 clusters Score -1218787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1218787.750000 Penalty: 4659.255859
	Iteration 32Q: 3 clusters Score -1218788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1218789.625000 Penalty: 4659.255859
	Iteration 33Q: 3 clusters Score -1218790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1218787.500000 Penalty: 4659.255859
	Iteration 34Q: 3 clusters Score -1218788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1218787.375000 Penalty: 4659.255859
	Iteration 35Q: 3 clusters Score -1218787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1218788.625000 Penalty: 4659.255859
	Iteration 36Q: 3 clusters Score -1218789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1218788.625000 Penalty: 4659.255859
	Iteration 37Q: 3 clusters Score -1218789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1218788.625000 Penalty: 4659.255859
	Iteration 38F: 3 clusters Score -1218789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -188915.453125 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -188915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -186404.843750 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -186404.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -186921.968750 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -186922 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187132.546875 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -187132.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -187405.343750 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -187405.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187854.593750 Penalty: 3754.428223
	Iteration 4F: 3 clusters Score -187854.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -188504.875000 Penalty: 3754.428223
	Iteration 5F: 3 clusters Score -188504.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -188964.578125 Penalty: 3754.428223
	Iteration 6F: 3 clusters Score -188964.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -189126.781250 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -189126.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -189190.515625 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -189190.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -189216.078125 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -189216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -189227.687500 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -189227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -189231.921875 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -189231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -189231.921875 Penalty: 3754.428223
	Iteration 12F: 3 clusters Score -189231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 20764 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 1433 members 
Entering Unmasked Estep 
Score: -96112376.000000 Penalty: 119882.554688
Splitting cluster 6 changes total score from -96113408.000000 to -96112376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Entering Unmasked Estep 
Score: -1579457.875000 Penalty: 2402.870605
	Iteration 0F: 2 clusters Score -1579458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1567916.250000 Penalty: 4805.741211
	Iteration 0F: 3 clusters Score -1567916 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1573150.500000 Penalty: 4805.741211
	Iteration 1F: 3 clusters Score -1573150 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1575921.750000 Penalty: 4805.741211
	Iteration 2F: 3 clusters Score -1575922 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1578429.250000 Penalty: 4805.741211
	Iteration 3F: 3 clusters Score -1578429 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1581327.750000 Penalty: 4805.741211
	Iteration 4F: 3 clusters Score -1581328 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1584038.750000 Penalty: 4805.741211
	Iteration 5F: 3 clusters Score -1584039 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1585625.875000 Penalty: 4805.741211
	Iteration 6F: 3 clusters Score -1585626 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1586184.625000 Penalty: 4805.741211
	Iteration 7Q: 3 clusters Score -1586185 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1586339.875000 Penalty: 4805.741211
	Iteration 8Q: 3 clusters Score -1586340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1586389.500000 Penalty: 4805.741211
	Iteration 9Q: 3 clusters Score -1586390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1586408.000000 Penalty: 4805.741211
	Iteration 10Q: 3 clusters Score -1586408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1586420.875000 Penalty: 4805.741211
	Iteration 11Q: 3 clusters Score -1586421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1586422.625000 Penalty: 4805.741211
	Iteration 12Q: 3 clusters Score -1586423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1586423.375000 Penalty: 4805.741211
	Iteration 13Q: 3 clusters Score -1586423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1586425.375000 Penalty: 4805.741211
	Iteration 14Q: 3 clusters Score -1586425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1586422.000000 Penalty: 4805.741211
	Iteration 15Q: 3 clusters Score -1586422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1586423.500000 Penalty: 4805.741211
	Iteration 16Q: 3 clusters Score -1586424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1586422.875000 Penalty: 4805.741211
	Iteration 17Q: 3 clusters Score -1586423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1586420.875000 Penalty: 4805.741211
	Iteration 18Q: 3 clusters Score -1586421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1586421.750000 Penalty: 4805.741211
	Iteration 19Q: 3 clusters Score -1586422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1586421.750000 Penalty: 4805.741211
	Iteration 20F: 3 clusters Score -1586422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 20764 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Entering Unmasked Estep 
Score: -96119672.000000 Penalty: 119882.554688
Splitting cluster 7 changes total score from -96113408.000000 to -96119672.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (10598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Entering Unmasked Estep 
Score: -833103.187500 Penalty: 2298.568115
	Iteration 0F: 2 clusters Score -833103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -825193.937500 Penalty: 4597.136230
	Iteration 0F: 3 clusters Score -825193.9 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -828560.250000 Penalty: 4597.136230
	Iteration 1F: 3 clusters Score -828560.2 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -829924.875000 Penalty: 4597.136230
	Iteration 2F: 3 clusters Score -829924.9 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -831123.500000 Penalty: 4597.136230
	Iteration 3F: 3 clusters Score -831123.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -832088.062500 Penalty: 4597.136230
	Iteration 4F: 3 clusters Score -832088.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -832908.000000 Penalty: 4597.136230
	Iteration 5F: 3 clusters Score -832908 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -833447.812500 Penalty: 4597.136230
	Iteration 6F: 3 clusters Score -833447.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -833770.562500 Penalty: 4597.136230
	Iteration 7Q: 3 clusters Score -833770.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -833996.937500 Penalty: 4597.136230
	Iteration 8Q: 3 clusters Score -833996.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -834140.875000 Penalty: 4597.136230
	Iteration 9Q: 3 clusters Score -834140.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -834248.562500 Penalty: 4597.136230
	Iteration 10Q: 3 clusters Score -834248.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -834308.000000 Penalty: 4597.136230
	Iteration 11Q: 3 clusters Score -834308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -834347.562500 Penalty: 4597.136230
	Iteration 12Q: 3 clusters Score -834347.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -834381.625000 Penalty: 4597.136230
	Iteration 13Q: 3 clusters Score -834381.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -834406.062500 Penalty: 4597.136230
	Iteration 14Q: 3 clusters Score -834406.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -834437.250000 Penalty: 4597.136230
	Iteration 15Q: 3 clusters Score -834437.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -834451.750000 Penalty: 4597.136230
	Iteration 16Q: 3 clusters Score -834451.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -834468.875000 Penalty: 4597.136230
	Iteration 17Q: 3 clusters Score -834468.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -834475.437500 Penalty: 4597.136230
	Iteration 18Q: 3 clusters Score -834475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -834478.312500 Penalty: 4597.136230
	Iteration 19Q: 3 clusters Score -834478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -834486.625000 Penalty: 4597.136230
	Iteration 20F: 3 clusters Score -834486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -834497.500000 Penalty: 4597.136230
	Iteration 21Q: 3 clusters Score -834497.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -834498.312500 Penalty: 4597.136230
	Iteration 22Q: 3 clusters Score -834498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -834502.187500 Penalty: 4597.136230
	Iteration 23Q: 3 clusters Score -834502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -834501.437500 Penalty: 4597.136230
	Iteration 24Q: 3 clusters Score -834501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -834499.937500 Penalty: 4597.136230
	Iteration 25Q: 3 clusters Score -834499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -834499.937500 Penalty: 4597.136230
	Iteration 26F: 3 clusters Score -834499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 20764 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Entering Unmasked Estep 
Score: -96119984.000000 Penalty: 123307.773438
Splitting cluster 8 changes total score from -96113408.000000 to -96119984.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -620261.937500 Penalty: 2182.540283
	Iteration 0F: 2 clusters Score -620261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -614730.687500 Penalty: 4365.080566
	Iteration 0F: 3 clusters Score -614730.7 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -616367.187500 Penalty: 4365.080566
	Iteration 1F: 3 clusters Score -616367.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -617024.312500 Penalty: 4365.080566
	Iteration 2F: 3 clusters Score -617024.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -618106.937500 Penalty: 4365.080566
	Iteration 3F: 3 clusters Score -618106.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -619948.937500 Penalty: 4365.080566
	Iteration 4F: 3 clusters Score -619948.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -622238.250000 Penalty: 4365.080566
	Iteration 5F: 3 clusters Score -622238.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -623538.250000 Penalty: 4365.080566
	Iteration 6F: 3 clusters Score -623538.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -623861.000000 Penalty: 4365.080566
	Iteration 7Q: 3 clusters Score -623861 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -623948.687500 Penalty: 4365.080566
	Iteration 8Q: 3 clusters Score -623948.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -624000.062500 Penalty: 4365.080566
	Iteration 9Q: 3 clusters Score -624000.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -624031.875000 Penalty: 4365.080566
	Iteration 10Q: 3 clusters Score -624031.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -624070.500000 Penalty: 4365.080566
	Iteration 11Q: 3 clusters Score -624070.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -624106.312500 Penalty: 4365.080566
	Iteration 12Q: 3 clusters Score -624106.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -624144.500000 Penalty: 4365.080566
	Iteration 13Q: 3 clusters Score -624144.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -624190.375000 Penalty: 4365.080566
	Iteration 14Q: 3 clusters Score -624190.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -624233.375000 Penalty: 4365.080566
	Iteration 15Q: 3 clusters Score -624233.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -624263.812500 Penalty: 4365.080566
	Iteration 16Q: 3 clusters Score -624263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -624287.250000 Penalty: 4365.080566
	Iteration 17Q: 3 clusters Score -624287.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -624312.062500 Penalty: 4365.080566
	Iteration 18Q: 3 clusters Score -624312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -624325.625000 Penalty: 4365.080566
	Iteration 19Q: 3 clusters Score -624325.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -624338.062500 Penalty: 4365.080566
	Iteration 20F: 3 clusters Score -624338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -624348.750000 Penalty: 4365.080566
	Iteration 21Q: 3 clusters Score -624348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -624350.375000 Penalty: 4365.080566
	Iteration 22Q: 3 clusters Score -624350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -624350.250000 Penalty: 4365.080566
	Iteration 23Q: 3 clusters Score -624350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -624351.187500 Penalty: 4365.080566
	Iteration 24Q: 3 clusters Score -624351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -624354.812500 Penalty: 4365.080566
	Iteration 25Q: 3 clusters Score -624354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -624356.875000 Penalty: 4365.080566
	Iteration 26Q: 3 clusters Score -624356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -624357.000000 Penalty: 4365.080566
	Iteration 27Q: 3 clusters Score -624357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -624359.000000 Penalty: 4365.080566
	Iteration 28Q: 3 clusters Score -624359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -624357.937500 Penalty: 4365.080566
	Iteration 29Q: 3 clusters Score -624357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -624357.937500 Penalty: 4365.080566
	Iteration 30F: 3 clusters Score -624357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 20764 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Entering Unmasked Estep 
Score: -96122704.000000 Penalty: 126732.992188
Splitting cluster 9 changes total score from -96113408.000000 to -96122704.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (15033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Entering Unmasked Estep 
Score: -1511194.500000 Penalty: 2385.264648
	Iteration 0F: 2 clusters Score -1511194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1500400.500000 Penalty: 4770.529297
	Iteration 0F: 3 clusters Score -1500400 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1504038.000000 Penalty: 4770.529297
	Iteration 1F: 3 clusters Score -1504038 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1504671.125000 Penalty: 4770.529297
	Iteration 2F: 3 clusters Score -1504671 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1505240.875000 Penalty: 4770.529297
	Iteration 3F: 3 clusters Score -1505241 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1505741.250000 Penalty: 4770.529297
	Iteration 4F: 3 clusters Score -1505741 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1506217.750000 Penalty: 4770.529297
	Iteration 5F: 3 clusters Score -1506218 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1506688.500000 Penalty: 4770.529297
	Iteration 6F: 3 clusters Score -1506688 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1507216.000000 Penalty: 4770.529297
	Iteration 7F: 3 clusters Score -1507216 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1507740.500000 Penalty: 4770.529297
	Iteration 8F: 3 clusters Score -1507740 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1508256.625000 Penalty: 4770.529297
	Iteration 9F: 3 clusters Score -1508257 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1508796.000000 Penalty: 4770.529297
	Iteration 10Q: 3 clusters Score -1508796 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1509251.625000 Penalty: 4770.529297
	Iteration 11Q: 3 clusters Score -1509252 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1509592.875000 Penalty: 4770.529297
	Iteration 12Q: 3 clusters Score -1509593 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1509910.000000 Penalty: 4770.529297
	Iteration 13Q: 3 clusters Score -1509910 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1510158.750000 Penalty: 4770.529297
	Iteration 14Q: 3 clusters Score -1510159 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1510337.375000 Penalty: 4770.529297
	Iteration 15Q: 3 clusters Score -1510337 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1510461.375000 Penalty: 4770.529297
	Iteration 16Q: 3 clusters Score -1510461 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1510552.750000 Penalty: 4770.529297
	Iteration 17Q: 3 clusters Score -1510553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1510610.125000 Penalty: 4770.529297
	Iteration 18Q: 3 clusters Score -1510610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1510640.625000 Penalty: 4770.529297
	Iteration 19Q: 3 clusters Score -1510641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1510674.500000 Penalty: 4770.529297
	Iteration 20F: 3 clusters Score -1510674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1510693.375000 Penalty: 4770.529297
	Iteration 21Q: 3 clusters Score -1510693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1510705.625000 Penalty: 4770.529297
	Iteration 22Q: 3 clusters Score -1510706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1510709.625000 Penalty: 4770.529297
	Iteration 23Q: 3 clusters Score -1510710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1510710.875000 Penalty: 4770.529297
	Iteration 24Q: 3 clusters Score -1510711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1510714.875000 Penalty: 4770.529297
	Iteration 25Q: 3 clusters Score -1510715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1510716.750000 Penalty: 4770.529297
	Iteration 26Q: 3 clusters Score -1510717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1510716.750000 Penalty: 4770.529297
	Iteration 27F: 3 clusters Score -1510717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Entering Unmasked Estep 
Score: -1160631.750000 Penalty: 2335.463379
	Iteration 0F: 2 clusters Score -1160632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1151537.875000 Penalty: 4670.926758
	Iteration 0F: 3 clusters Score -1151538 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1154478.750000 Penalty: 4670.926758
	Iteration 1F: 3 clusters Score -1154479 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1155060.375000 Penalty: 4670.926758
	Iteration 2F: 3 clusters Score -1155060 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1155638.000000 Penalty: 4670.926758
	Iteration 3F: 3 clusters Score -1155638 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1156245.375000 Penalty: 4670.926758
	Iteration 4F: 3 clusters Score -1156245 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1156803.875000 Penalty: 4670.926758
	Iteration 5F: 3 clusters Score -1156804 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1157343.250000 Penalty: 4670.926758
	Iteration 6F: 3 clusters Score -1157343 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1157766.625000 Penalty: 4670.926758
	Iteration 7F: 3 clusters Score -1157767 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1158047.500000 Penalty: 4670.926758
	Iteration 8Q: 3 clusters Score -1158048 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1158206.125000 Penalty: 4670.926758
	Iteration 9Q: 3 clusters Score -1158206 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1158325.375000 Penalty: 4670.926758
	Iteration 10Q: 3 clusters Score -1158325 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1158432.250000 Penalty: 4670.926758
	Iteration 11Q: 3 clusters Score -1158432 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1158537.625000 Penalty: 4670.926758
	Iteration 12Q: 3 clusters Score -1158538 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1158637.750000 Penalty: 4670.926758
	Iteration 13Q: 3 clusters Score -1158638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1158714.875000 Penalty: 4670.926758
	Iteration 14Q: 3 clusters Score -1158715 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1158808.625000 Penalty: 4670.926758
	Iteration 15Q: 3 clusters Score -1158809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1158903.500000 Penalty: 4670.926758
	Iteration 16Q: 3 clusters Score -1158904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1158971.375000 Penalty: 4670.926758
	Iteration 17Q: 3 clusters Score -1158971 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1159035.500000 Penalty: 4670.926758
	Iteration 18Q: 3 clusters Score -1159036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1159095.500000 Penalty: 4670.926758
	Iteration 19Q: 3 clusters Score -1159096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1159150.875000 Penalty: 4670.926758
	Iteration 20F: 3 clusters Score -1159151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1159198.375000 Penalty: 4670.926758
	Iteration 21Q: 3 clusters Score -1159198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1159253.500000 Penalty: 4670.926758
	Iteration 22Q: 3 clusters Score -1159254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1159298.375000 Penalty: 4670.926758
	Iteration 23Q: 3 clusters Score -1159298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1159327.750000 Penalty: 4670.926758
	Iteration 24Q: 3 clusters Score -1159328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1159346.750000 Penalty: 4670.926758
	Iteration 25Q: 3 clusters Score -1159347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1159354.625000 Penalty: 4670.926758
	Iteration 26Q: 3 clusters Score -1159355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1159367.750000 Penalty: 4670.926758
	Iteration 27Q: 3 clusters Score -1159368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1159377.000000 Penalty: 4670.926758
	Iteration 28Q: 3 clusters Score -1159377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1159381.125000 Penalty: 4670.926758
	Iteration 29Q: 3 clusters Score -1159381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1159390.125000 Penalty: 4670.926758
	Iteration 30Q: 3 clusters Score -1159390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1159392.500000 Penalty: 4670.926758
	Iteration 31Q: 3 clusters Score -1159392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1159400.375000 Penalty: 4670.926758
	Iteration 32Q: 3 clusters Score -1159400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1159403.750000 Penalty: 4670.926758
	Iteration 33Q: 3 clusters Score -1159404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1159408.375000 Penalty: 4670.926758
	Iteration 34Q: 3 clusters Score -1159408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1159410.125000 Penalty: 4670.926758
	Iteration 35Q: 3 clusters Score -1159410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1159413.625000 Penalty: 4670.926758
	Iteration 36Q: 3 clusters Score -1159414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1159414.625000 Penalty: 4670.926758
	Iteration 37Q: 3 clusters Score -1159415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1159415.625000 Penalty: 4670.926758
	Iteration 38Q: 3 clusters Score -1159416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1159416.000000 Penalty: 4670.926758
	Iteration 39Q: 3 clusters Score -1159416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1159420.000000 Penalty: 4670.926758
	Iteration 40F: 3 clusters Score -1159420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1159421.125000 Penalty: 4670.926758
	Iteration 41Q: 3 clusters Score -1159421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1159421.875000 Penalty: 4670.926758
	Iteration 42Q: 3 clusters Score -1159422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1159422.625000 Penalty: 4670.926758
	Iteration 43Q: 3 clusters Score -1159423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1159425.500000 Penalty: 4670.926758
	Iteration 44Q: 3 clusters Score -1159426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1159426.750000 Penalty: 4670.926758
	Iteration 45Q: 3 clusters Score -1159427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1159427.250000 Penalty: 4670.926758
	Iteration 46Q: 3 clusters Score -1159427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1159426.625000 Penalty: 4670.926758
	Iteration 47Q: 3 clusters Score -1159427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1159428.125000 Penalty: 4670.926758
	Iteration 48Q: 3 clusters Score -1159428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1159430.875000 Penalty: 4670.926758
	Iteration 49Q: 3 clusters Score -1159431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1159429.500000 Penalty: 4670.926758
	Iteration 50Q: 3 clusters Score -1159430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1159427.875000 Penalty: 4670.926758
	Iteration 51Q: 3 clusters Score -1159428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1159429.125000 Penalty: 4670.926758
	Iteration 52Q: 3 clusters Score -1159429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1159430.000000 Penalty: 4670.926758
	Iteration 53Q: 3 clusters Score -1159430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1159431.250000 Penalty: 4670.926758
	Iteration 54Q: 3 clusters Score -1159431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1159431.500000 Penalty: 4670.926758
	Iteration 55Q: 3 clusters Score -1159432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1159431.250000 Penalty: 4670.926758
	Iteration 56Q: 3 clusters Score -1159431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1159433.000000 Penalty: 4670.926758
	Iteration 57Q: 3 clusters Score -1159433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1159433.375000 Penalty: 4670.926758
	Iteration 58Q: 3 clusters Score -1159433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1159432.125000 Penalty: 4670.926758
	Iteration 59Q: 3 clusters Score -1159432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1159432.125000 Penalty: 4670.926758
	Iteration 60F: 3 clusters Score -1159432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Entering Unmasked Estep 
Score: -1406054.000000 Penalty: 2388.721436
	Iteration 0F: 2 clusters Score -1406054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1394955.500000 Penalty: 4777.442871
	Iteration 0F: 3 clusters Score -1394956 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1398839.375000 Penalty: 4777.442871
	Iteration 1F: 3 clusters Score -1398839 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1399511.750000 Penalty: 4777.442871
	Iteration 2F: 3 clusters Score -1399512 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1400256.625000 Penalty: 4777.442871
	Iteration 3F: 3 clusters Score -1400257 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1401066.250000 Penalty: 4777.442871
	Iteration 4F: 3 clusters Score -1401066 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1401905.875000 Penalty: 4777.442871
	Iteration 5F: 3 clusters Score -1401906 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1402710.625000 Penalty: 4777.442871
	Iteration 6F: 3 clusters Score -1402711 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1403471.500000 Penalty: 4777.442871
	Iteration 7F: 3 clusters Score -1403472 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1404448.000000 Penalty: 4777.442871
	Iteration 8F: 3 clusters Score -1404448 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1405836.625000 Penalty: 4777.442871
	Iteration 9F: 3 clusters Score -1405837 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1407171.000000 Penalty: 4777.442871
	Iteration 10F: 3 clusters Score -1407171 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1407798.875000 Penalty: 4777.442871
	Iteration 11Q: 3 clusters Score -1407799 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1408011.375000 Penalty: 4777.442871
	Iteration 12Q: 3 clusters Score -1408011 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1408099.500000 Penalty: 4777.442871
	Iteration 13Q: 3 clusters Score -1408100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1408145.500000 Penalty: 4777.442871
	Iteration 14Q: 3 clusters Score -1408146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1408187.750000 Penalty: 4777.442871
	Iteration 15Q: 3 clusters Score -1408188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1408219.875000 Penalty: 4777.442871
	Iteration 16Q: 3 clusters Score -1408220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1408238.500000 Penalty: 4777.442871
	Iteration 17Q: 3 clusters Score -1408238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1408247.250000 Penalty: 4777.442871
	Iteration 18Q: 3 clusters Score -1408247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1408251.250000 Penalty: 4777.442871
	Iteration 19Q: 3 clusters Score -1408251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1408253.500000 Penalty: 4777.442871
	Iteration 20F: 3 clusters Score -1408254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1408255.000000 Penalty: 4777.442871
	Iteration 21Q: 3 clusters Score -1408255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1408260.500000 Penalty: 4777.442871
	Iteration 22Q: 3 clusters Score -1408260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1408263.000000 Penalty: 4777.442871
	Iteration 23Q: 3 clusters Score -1408263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1408267.500000 Penalty: 4777.442871
	Iteration 24Q: 3 clusters Score -1408268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1408275.375000 Penalty: 4777.442871
	Iteration 25Q: 3 clusters Score -1408275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1408285.875000 Penalty: 4777.442871
	Iteration 26Q: 3 clusters Score -1408286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1408292.625000 Penalty: 4777.442871
	Iteration 27Q: 3 clusters Score -1408293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1408290.750000 Penalty: 4777.442871
	Iteration 28Q: 3 clusters Score -1408291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1408299.125000 Penalty: 4777.442871
	Iteration 29Q: 3 clusters Score -1408299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1408304.625000 Penalty: 4777.442871
	Iteration 30Q: 3 clusters Score -1408305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1408310.500000 Penalty: 4777.442871
	Iteration 31Q: 3 clusters Score -1408310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1408316.250000 Penalty: 4777.442871
	Iteration 32Q: 3 clusters Score -1408316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1408328.375000 Penalty: 4777.442871
	Iteration 33Q: 3 clusters Score -1408328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1408343.625000 Penalty: 4777.442871
	Iteration 34Q: 3 clusters Score -1408344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1408372.625000 Penalty: 4777.442871
	Iteration 35Q: 3 clusters Score -1408373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1408423.250000 Penalty: 4777.442871
	Iteration 36Q: 3 clusters Score -1408423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1408536.375000 Penalty: 4777.442871
	Iteration 37Q: 3 clusters Score -1408536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1408794.750000 Penalty: 4777.442871
	Iteration 38Q: 3 clusters Score -1408795 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1409147.125000 Penalty: 4777.442871
	Iteration 39Q: 3 clusters Score -1409147 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1409370.250000 Penalty: 4777.442871
	Iteration 40F: 3 clusters Score -1409370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1409477.750000 Penalty: 4777.442871
	Iteration 41Q: 3 clusters Score -1409478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1409539.625000 Penalty: 4777.442871
	Iteration 42Q: 3 clusters Score -1409540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1409579.750000 Penalty: 4777.442871
	Iteration 43Q: 3 clusters Score -1409580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1409622.250000 Penalty: 4777.442871
	Iteration 44Q: 3 clusters Score -1409622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1409662.375000 Penalty: 4777.442871
	Iteration 45Q: 3 clusters Score -1409662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1409692.000000 Penalty: 4777.442871
	Iteration 46Q: 3 clusters Score -1409692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1409718.250000 Penalty: 4777.442871
	Iteration 47Q: 3 clusters Score -1409718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1409735.750000 Penalty: 4777.442871
	Iteration 48Q: 3 clusters Score -1409736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1409741.500000 Penalty: 4777.442871
	Iteration 49Q: 3 clusters Score -1409742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1409754.875000 Penalty: 4777.442871
	Iteration 50Q: 3 clusters Score -1409755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1409766.750000 Penalty: 4777.442871
	Iteration 51Q: 3 clusters Score -1409767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1409770.125000 Penalty: 4777.442871
	Iteration 52Q: 3 clusters Score -1409770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1409779.125000 Penalty: 4777.442871
	Iteration 53Q: 3 clusters Score -1409779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1409785.250000 Penalty: 4777.442871
	Iteration 54Q: 3 clusters Score -1409785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1409781.375000 Penalty: 4777.442871
	Iteration 55Q: 3 clusters Score -1409781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1409786.250000 Penalty: 4777.442871
	Iteration 56Q: 3 clusters Score -1409786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1409790.500000 Penalty: 4777.442871
	Iteration 57Q: 3 clusters Score -1409790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1409787.250000 Penalty: 4777.442871
	Iteration 58Q: 3 clusters Score -1409787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1409787.750000 Penalty: 4777.442871
	Iteration 59Q: 3 clusters Score -1409788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1409792.875000 Penalty: 4777.442871
	Iteration 60F: 3 clusters Score -1409793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1409791.000000 Penalty: 4777.442871
	Iteration 61Q: 3 clusters Score -1409791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1409792.250000 Penalty: 4777.442871
	Iteration 62Q: 3 clusters Score -1409792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1409794.500000 Penalty: 4777.442871
	Iteration 63Q: 3 clusters Score -1409794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1409794.750000 Penalty: 4777.442871
	Iteration 64Q: 3 clusters Score -1409795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1409796.125000 Penalty: 4777.442871
	Iteration 65Q: 3 clusters Score -1409796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1409794.125000 Penalty: 4777.442871
	Iteration 66Q: 3 clusters Score -1409794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1409795.625000 Penalty: 4777.442871
	Iteration 67Q: 3 clusters Score -1409796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1409797.625000 Penalty: 4777.442871
	Iteration 68Q: 3 clusters Score -1409798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1409797.625000 Penalty: 4777.442871
	Iteration 69F: 3 clusters Score -1409798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 20764 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Entering Unmasked Estep 
Score: -96125720.000000 Penalty: 130158.203125
Splitting cluster 12 changes total score from -96113408.000000 to -96125720.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (20764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Entering Unmasked Estep 
Score: -2108179.750000 Penalty: 2465.362061
	Iteration 0F: 2 clusters Score -2108180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2093632.000000 Penalty: 4930.724121
	Iteration 0F: 3 clusters Score -2093632 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2098878.500000 Penalty: 4930.724121
	Iteration 1F: 3 clusters Score -2098878 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2099780.250000 Penalty: 4930.724121
	Iteration 2F: 3 clusters Score -2099780 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2100996.500000 Penalty: 4930.724121
	Iteration 3F: 3 clusters Score -2100996 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2102604.000000 Penalty: 4930.724121
	Iteration 4F: 3 clusters Score -2102604 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2104221.250000 Penalty: 4930.724121
	Iteration 5F: 3 clusters Score -2104221 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2105475.250000 Penalty: 4930.724121
	Iteration 6F: 3 clusters Score -2105475 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2106400.750000 Penalty: 4930.724121
	Iteration 7F: 3 clusters Score -2106401 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2107072.750000 Penalty: 4930.724121
	Iteration 8Q: 3 clusters Score -2107073 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2107650.750000 Penalty: 4930.724121
	Iteration 9Q: 3 clusters Score -2107651 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2108105.500000 Penalty: 4930.724121
	Iteration 10Q: 3 clusters Score -2108106 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2108415.000000 Penalty: 4930.724121
	Iteration 11Q: 3 clusters Score -2108415 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2108621.500000 Penalty: 4930.724121
	Iteration 12Q: 3 clusters Score -2108622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2108784.250000 Penalty: 4930.724121
	Iteration 13Q: 3 clusters Score -2108784 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2108895.500000 Penalty: 4930.724121
	Iteration 14Q: 3 clusters Score -2108896 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2108992.750000 Penalty: 4930.724121
	Iteration 15Q: 3 clusters Score -2108993 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2109071.500000 Penalty: 4930.724121
	Iteration 16Q: 3 clusters Score -2109072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2109159.750000 Penalty: 4930.724121
	Iteration 17Q: 3 clusters Score -2109160 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2109285.750000 Penalty: 4930.724121
	Iteration 18Q: 3 clusters Score -2109286 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2109485.500000 Penalty: 4930.724121
	Iteration 19Q: 3 clusters Score -2109486 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2109862.750000 Penalty: 4930.724121
	Iteration 20F: 3 clusters Score -2109863 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2110656.500000 Penalty: 4930.724121
	Iteration 21Q: 3 clusters Score -2110656 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2111922.250000 Penalty: 4930.724121
	Iteration 22Q: 3 clusters Score -2111922 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2113362.750000 Penalty: 4930.724121
	Iteration 23Q: 3 clusters Score -2113363 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2113952.250000 Penalty: 4930.724121
	Iteration 24Q: 3 clusters Score -2113952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2114090.750000 Penalty: 4930.724121
	Iteration 25Q: 3 clusters Score -2114091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2114142.750000 Penalty: 4930.724121
	Iteration 26Q: 3 clusters Score -2114143 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2114170.250000 Penalty: 4930.724121
	Iteration 27Q: 3 clusters Score -2114170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2114183.000000 Penalty: 4930.724121
	Iteration 28Q: 3 clusters Score -2114183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2114181.750000 Penalty: 4930.724121
	Iteration 29Q: 3 clusters Score -2114182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2114191.500000 Penalty: 4930.724121
	Iteration 30Q: 3 clusters Score -2114192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2114197.250000 Penalty: 4930.724121
	Iteration 31Q: 3 clusters Score -2114197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2114195.250000 Penalty: 4930.724121
	Iteration 32Q: 3 clusters Score -2114195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2114197.250000 Penalty: 4930.724121
	Iteration 33Q: 3 clusters Score -2114197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2114200.000000 Penalty: 4930.724121
	Iteration 34Q: 3 clusters Score -2114200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2114200.500000 Penalty: 4930.724121
	Iteration 35Q: 3 clusters Score -2114200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2114201.500000 Penalty: 4930.724121
	Iteration 36Q: 3 clusters Score -2114202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2114202.000000 Penalty: 4930.724121
	Iteration 37Q: 3 clusters Score -2114202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2114202.000000 Penalty: 4930.724121
	Iteration 38F: 3 clusters Score -2114202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Entering Unmasked Estep 
Score: -96130160.000000 Penalty: 133583.421875
Splitting cluster 13 changes total score from -96113408.000000 to -96130160.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (87089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Entering Unmasked Estep 
Score: -8854219.000000 Penalty: 2820.922119
	Iteration 0F: 2 clusters Score -8854219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8796018.000000 Penalty: 5641.844238
	Iteration 0F: 3 clusters Score -8796018 nChanged 41005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8819631.000000 Penalty: 5641.844238
	Iteration 1F: 3 clusters Score -8819631 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -8820452.000000 Penalty: 5641.844238
	Iteration 2Q: 3 clusters Score -8820452 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8821537.000000 Penalty: 5641.844238
	Iteration 3Q: 3 clusters Score -8821537 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8822951.000000 Penalty: 5641.844238
	Iteration 4Q: 3 clusters Score -8822951 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -8824931.000000 Penalty: 5641.844238
	Iteration 5Q: 3 clusters Score -8824931 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -8827339.000000 Penalty: 5641.844238
	Iteration 6F: 3 clusters Score -8827339 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -8829961.000000 Penalty: 5641.844238
	Iteration 7F: 3 clusters Score -8829961 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -8832821.000000 Penalty: 5641.844238
	Iteration 8F: 3 clusters Score -8832821 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -8835838.000000 Penalty: 5641.844238
	Iteration 9F: 3 clusters Score -8835838 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -8839026.000000 Penalty: 5641.844238
	Iteration 10F: 3 clusters Score -8839026 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -8842112.000000 Penalty: 5641.844238
	Iteration 11F: 3 clusters Score -8842112 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -8844477.000000 Penalty: 5641.844238
	Iteration 12Q: 3 clusters Score -8844477 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -8846188.000000 Penalty: 5641.844238
	Iteration 13Q: 3 clusters Score -8846188 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -8847694.000000 Penalty: 5641.844238
	Iteration 14Q: 3 clusters Score -8847694 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -8849073.000000 Penalty: 5641.844238
	Iteration 15Q: 3 clusters Score -8849073 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -8850525.000000 Penalty: 5641.844238
	Iteration 16Q: 3 clusters Score -8850525 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8851626.000000 Penalty: 5641.844238
	Iteration 17Q: 3 clusters Score -8851626 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -8852481.000000 Penalty: 5641.844238
	Iteration 18Q: 3 clusters Score -8852481 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -8853044.000000 Penalty: 5641.844238
	Iteration 19Q: 3 clusters Score -8853044 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -8853289.000000 Penalty: 5641.844238
	Iteration 20F: 3 clusters Score -8853289 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -8853424.000000 Penalty: 5641.844238
	Iteration 21Q: 3 clusters Score -8853424 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -8853502.000000 Penalty: 5641.844238
	Iteration 22Q: 3 clusters Score -8853502 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -8853522.000000 Penalty: 5641.844238
	Iteration 23Q: 3 clusters Score -8853522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -8853532.000000 Penalty: 5641.844238
	Iteration 24Q: 3 clusters Score -8853532 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -8853551.000000 Penalty: 5641.844238
	Iteration 25Q: 3 clusters Score -8853551 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -8853550.000000 Penalty: 5641.844238
	Iteration 26Q: 3 clusters Score -8853550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -8853550.000000 Penalty: 5641.844238
	Iteration 27Q: 3 clusters Score -8853550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -8853539.000000 Penalty: 5641.844238
	Iteration 28Q: 3 clusters Score -8853539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -8853541.000000 Penalty: 5641.844238
	Iteration 29Q: 3 clusters Score -8853541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -8853563.000000 Penalty: 5641.844238
	Iteration 30Q: 3 clusters Score -8853563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -8853560.000000 Penalty: 5641.844238
	Iteration 31Q: 3 clusters Score -8853560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -8853561.000000 Penalty: 5641.844238
	Iteration 32Q: 3 clusters Score -8853561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8853551.000000 Penalty: 5641.844238
	Iteration 33Q: 3 clusters Score -8853551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -8853554.000000 Penalty: 5641.844238
	Iteration 34Q: 3 clusters Score -8853554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -8853557.000000 Penalty: 5641.844238
	Iteration 35Q: 3 clusters Score -8853557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -8853566.000000 Penalty: 5641.844238
	Iteration 36Q: 3 clusters Score -8853566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -8853561.000000 Penalty: 5641.844238
	Iteration 37Q: 3 clusters Score -8853561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -8853562.000000 Penalty: 5641.844238
	Iteration 38Q: 3 clusters Score -8853562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -8853562.000000 Penalty: 5641.844238
	Iteration 39F: 3 clusters Score -8853562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (104837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Entering Unmasked Estep 
Score: -10579987.000000 Penalty: 2866.920166
	Iteration 0F: 2 clusters Score -1.057999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -10509870.000000 Penalty: 5733.840332
	Iteration 0F: 3 clusters Score -1.050987e+07 nChanged 49767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -10539318.000000 Penalty: 5733.840332
	Iteration 1F: 3 clusters Score -1.053932e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -10542966.000000 Penalty: 5733.840332
	Iteration 2Q: 3 clusters Score -1.054297e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -10549476.000000 Penalty: 5733.840332
	Iteration 3F: 3 clusters Score -1.054948e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -10554370.000000 Penalty: 5733.840332
	Iteration 4F: 3 clusters Score -1.055437e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -10558189.000000 Penalty: 5733.840332
	Iteration 5F: 3 clusters Score -1.055819e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -10561410.000000 Penalty: 5733.840332
	Iteration 6F: 3 clusters Score -1.056141e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -10564050.000000 Penalty: 5733.840332
	Iteration 7F: 3 clusters Score -1.056405e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -10566115.000000 Penalty: 5733.840332
	Iteration 8Q: 3 clusters Score -1.056612e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -10567714.000000 Penalty: 5733.840332
	Iteration 9Q: 3 clusters Score -1.056771e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -10569129.000000 Penalty: 5733.840332
	Iteration 10Q: 3 clusters Score -1.056913e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -10570463.000000 Penalty: 5733.840332
	Iteration 11Q: 3 clusters Score -1.057046e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -10571781.000000 Penalty: 5733.840332
	Iteration 12Q: 3 clusters Score -1.057178e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -10573060.000000 Penalty: 5733.840332
	Iteration 13Q: 3 clusters Score -1.057306e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -10574053.000000 Penalty: 5733.840332
	Iteration 14Q: 3 clusters Score -1.057405e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -10575003.000000 Penalty: 5733.840332
	Iteration 15Q: 3 clusters Score -1.0575e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10575836.000000 Penalty: 5733.840332
	Iteration 16Q: 3 clusters Score -1.057584e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -10576428.000000 Penalty: 5733.840332
	Iteration 17Q: 3 clusters Score -1.057643e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -10576816.000000 Penalty: 5733.840332
	Iteration 18Q: 3 clusters Score -1.057682e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -10577124.000000 Penalty: 5733.840332
	Iteration 19Q: 3 clusters Score -1.057712e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -10577280.000000 Penalty: 5733.840332
	Iteration 20F: 3 clusters Score -1.057728e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -10577414.000000 Penalty: 5733.840332
	Iteration 21Q: 3 clusters Score -1.057741e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -10577576.000000 Penalty: 5733.840332
	Iteration 22Q: 3 clusters Score -1.057758e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -10577677.000000 Penalty: 5733.840332
	Iteration 23Q: 3 clusters Score -1.057768e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -10577783.000000 Penalty: 5733.840332
	Iteration 24Q: 3 clusters Score -1.057778e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -10577901.000000 Penalty: 5733.840332
	Iteration 25Q: 3 clusters Score -1.05779e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -10577961.000000 Penalty: 5733.840332
	Iteration 26Q: 3 clusters Score -1.057796e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -10578017.000000 Penalty: 5733.840332
	Iteration 27Q: 3 clusters Score -1.057802e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -10578073.000000 Penalty: 5733.840332
	Iteration 28Q: 3 clusters Score -1.057807e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -10578123.000000 Penalty: 5733.840332
	Iteration 29Q: 3 clusters Score -1.057812e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -10578134.000000 Penalty: 5733.840332
	Iteration 30Q: 3 clusters Score -1.057813e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -10578190.000000 Penalty: 5733.840332
	Iteration 31Q: 3 clusters Score -1.057819e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -10578206.000000 Penalty: 5733.840332
	Iteration 32Q: 3 clusters Score -1.057821e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -10578219.000000 Penalty: 5733.840332
	Iteration 33Q: 3 clusters Score -1.057822e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -10578258.000000 Penalty: 5733.840332
	Iteration 34Q: 3 clusters Score -1.057826e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -10578289.000000 Penalty: 5733.840332
	Iteration 35Q: 3 clusters Score -1.057829e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -10578325.000000 Penalty: 5733.840332
	Iteration 36Q: 3 clusters Score -1.057832e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -10578336.000000 Penalty: 5733.840332
	Iteration 37Q: 3 clusters Score -1.057834e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -10578359.000000 Penalty: 5733.840332
	Iteration 38Q: 3 clusters Score -1.057836e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -10578379.000000 Penalty: 5733.840332
	Iteration 39Q: 3 clusters Score -1.057838e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -10578400.000000 Penalty: 5733.840332
	Iteration 40F: 3 clusters Score -1.05784e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -10578466.000000 Penalty: 5733.840332
	Iteration 41Q: 3 clusters Score -1.057847e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -10578455.000000 Penalty: 5733.840332
	Iteration 42Q: 3 clusters Score -1.057846e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -10578504.000000 Penalty: 5733.840332
	Iteration 43Q: 3 clusters Score -1.05785e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -10578508.000000 Penalty: 5733.840332
	Iteration 44Q: 3 clusters Score -1.057851e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -10578543.000000 Penalty: 5733.840332
	Iteration 45Q: 3 clusters Score -1.057854e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -10578527.000000 Penalty: 5733.840332
	Iteration 46Q: 3 clusters Score -1.057853e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -10578584.000000 Penalty: 5733.840332
	Iteration 47Q: 3 clusters Score -1.057858e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -10578627.000000 Penalty: 5733.840332
	Iteration 48Q: 3 clusters Score -1.057863e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -10578648.000000 Penalty: 5733.840332
	Iteration 49Q: 3 clusters Score -1.057865e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -10578668.000000 Penalty: 5733.840332
	Iteration 50Q: 3 clusters Score -1.057867e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -10578684.000000 Penalty: 5733.840332
	Iteration 51Q: 3 clusters Score -1.057868e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -10578685.000000 Penalty: 5733.840332
	Iteration 52Q: 3 clusters Score -1.057868e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -10578726.000000 Penalty: 5733.840332
	Iteration 53Q: 3 clusters Score -1.057873e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -10578739.000000 Penalty: 5733.840332
	Iteration 54Q: 3 clusters Score -1.057874e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -10578732.000000 Penalty: 5733.840332
	Iteration 55Q: 3 clusters Score -1.057873e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -10578757.000000 Penalty: 5733.840332
	Iteration 56Q: 3 clusters Score -1.057876e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -10578771.000000 Penalty: 5733.840332
	Iteration 57Q: 3 clusters Score -1.057877e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -10578787.000000 Penalty: 5733.840332
	Iteration 58Q: 3 clusters Score -1.057879e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -10578815.000000 Penalty: 5733.840332
	Iteration 59Q: 3 clusters Score -1.057882e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -10578818.000000 Penalty: 5733.840332
	Iteration 60F: 3 clusters Score -1.057882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -10578794.000000 Penalty: 5733.840332
	Iteration 61Q: 3 clusters Score -1.057879e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -10578807.000000 Penalty: 5733.840332
	Iteration 62Q: 3 clusters Score -1.057881e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -10578828.000000 Penalty: 5733.840332
	Iteration 63Q: 3 clusters Score -1.057883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -10578851.000000 Penalty: 5733.840332
	Iteration 64Q: 3 clusters Score -1.057885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -10578843.000000 Penalty: 5733.840332
	Iteration 65Q: 3 clusters Score -1.057884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -10578868.000000 Penalty: 5733.840332
	Iteration 66Q: 3 clusters Score -1.057887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -10578867.000000 Penalty: 5733.840332
	Iteration 67Q: 3 clusters Score -1.057887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -10578869.000000 Penalty: 5733.840332
	Iteration 68Q: 3 clusters Score -1.057887e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -10578889.000000 Penalty: 5733.840332
	Iteration 69Q: 3 clusters Score -1.057889e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -10578884.000000 Penalty: 5733.840332
	Iteration 70Q: 3 clusters Score -1.057888e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -10578881.000000 Penalty: 5733.840332
	Iteration 71Q: 3 clusters Score -1.057888e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -10578893.000000 Penalty: 5733.840332
	Iteration 72Q: 3 clusters Score -1.057889e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -10578921.000000 Penalty: 5733.840332
	Iteration 73Q: 3 clusters Score -1.057892e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -10578936.000000 Penalty: 5733.840332
	Iteration 74Q: 3 clusters Score -1.057894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -10578940.000000 Penalty: 5733.840332
	Iteration 75Q: 3 clusters Score -1.057894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -10578933.000000 Penalty: 5733.840332
	Iteration 76Q: 3 clusters Score -1.057893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -10578923.000000 Penalty: 5733.840332
	Iteration 77Q: 3 clusters Score -1.057892e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -10578928.000000 Penalty: 5733.840332
	Iteration 78Q: 3 clusters Score -1.057893e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -10578935.000000 Penalty: 5733.840332
	Iteration 79Q: 3 clusters Score -1.057894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -10578937.000000 Penalty: 5733.840332
	Iteration 80F: 3 clusters Score -1.057894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -10578943.000000 Penalty: 5733.840332
	Iteration 81Q: 3 clusters Score -1.057894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -10578938.000000 Penalty: 5733.840332
	Iteration 82Q: 3 clusters Score -1.057894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -10578938.000000 Penalty: 5733.840332
	Iteration 83Q: 3 clusters Score -1.057894e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -10578951.000000 Penalty: 5733.840332
	Iteration 84Q: 3 clusters Score -1.057895e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -10578943.000000 Penalty: 5733.840332
	Iteration 85Q: 3 clusters Score -1.057894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -10578958.000000 Penalty: 5733.840332
	Iteration 86Q: 3 clusters Score -1.057896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -10578960.000000 Penalty: 5733.840332
	Iteration 87Q: 3 clusters Score -1.057896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -10578968.000000 Penalty: 5733.840332
	Iteration 88Q: 3 clusters Score -1.057897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -10578962.000000 Penalty: 5733.840332
	Iteration 89Q: 3 clusters Score -1.057896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -10578961.000000 Penalty: 5733.840332
	Iteration 90Q: 3 clusters Score -1.057896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -10578962.000000 Penalty: 5733.840332
	Iteration 91Q: 3 clusters Score -1.057896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -10578970.000000 Penalty: 5733.840332
	Iteration 92Q: 3 clusters Score -1.057897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -10578960.000000 Penalty: 5733.840332
	Iteration 93Q: 3 clusters Score -1.057896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -10578958.000000 Penalty: 5733.840332
	Iteration 94Q: 3 clusters Score -1.057896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -10578946.000000 Penalty: 5733.840332
	Iteration 95Q: 3 clusters Score -1.057895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -10578950.000000 Penalty: 5733.840332
	Iteration 96Q: 3 clusters Score -1.057895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -10578953.000000 Penalty: 5733.840332
	Iteration 97Q: 3 clusters Score -1.057895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -10578957.000000 Penalty: 5733.840332
	Iteration 98Q: 3 clusters Score -1.057896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -10578958.000000 Penalty: 5733.840332
	Iteration 99Q: 3 clusters Score -1.057896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -10578949.000000 Penalty: 5733.840332
	Iteration 100F: 3 clusters Score -1.057895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -10578955.000000 Penalty: 5733.840332
	Iteration 101Q: 3 clusters Score -1.057896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -10578951.000000 Penalty: 5733.840332
	Iteration 102Q: 3 clusters Score -1.057895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -10578954.000000 Penalty: 5733.840332
	Iteration 103Q: 3 clusters Score -1.057895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -10578953.000000 Penalty: 5733.840332
	Iteration 104Q: 3 clusters Score -1.057895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -10578967.000000 Penalty: 5733.840332
	Iteration 105Q: 3 clusters Score -1.057897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -10578960.000000 Penalty: 5733.840332
	Iteration 106Q: 3 clusters Score -1.057896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -10578944.000000 Penalty: 5733.840332
	Iteration 107Q: 3 clusters Score -1.057894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -10578947.000000 Penalty: 5733.840332
	Iteration 108Q: 3 clusters Score -1.057895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -10578955.000000 Penalty: 5733.840332
	Iteration 109Q: 3 clusters Score -1.057896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -10578947.000000 Penalty: 5733.840332
	Iteration 110Q: 3 clusters Score -1.057895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -10578949.000000 Penalty: 5733.840332
	Iteration 111Q: 3 clusters Score -1.057895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -10578945.000000 Penalty: 5733.840332
	Iteration 112Q: 3 clusters Score -1.057894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -10578927.000000 Penalty: 5733.840332
	Iteration 113Q: 3 clusters Score -1.057893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -10578918.000000 Penalty: 5733.840332
	Iteration 114Q: 3 clusters Score -1.057892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -10578918.000000 Penalty: 5733.840332
	Iteration 115F: 3 clusters Score -1.057892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Entering Unmasked Estep 
Score: -8154634.000000 Penalty: 2799.546387
	Iteration 0F: 2 clusters Score -8154634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8101267.000000 Penalty: 5599.092773
	Iteration 0F: 3 clusters Score -8101267 nChanged 37480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -8122947.500000 Penalty: 5599.092773
	Iteration 1F: 3 clusters Score -8122948 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -8124019.500000 Penalty: 5599.092773
	Iteration 2Q: 3 clusters Score -8124020 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -8125392.500000 Penalty: 5599.092773
	Iteration 3Q: 3 clusters Score -8125392 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8127305.500000 Penalty: 5599.092773
	Iteration 4Q: 3 clusters Score -8127306 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -8129920.500000 Penalty: 5599.092773
	Iteration 5F: 3 clusters Score -8129920 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8133643.000000 Penalty: 5599.092773
	Iteration 6F: 3 clusters Score -8133643 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -8138459.500000 Penalty: 5599.092773
	Iteration 7F: 3 clusters Score -8138460 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -8143632.500000 Penalty: 5599.092773
	Iteration 8F: 3 clusters Score -8143632 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -8147729.000000 Penalty: 5599.092773
	Iteration 9F: 3 clusters Score -8147729 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8149969.000000 Penalty: 5599.092773
	Iteration 10Q: 3 clusters Score -8149969 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8150985.000000 Penalty: 5599.092773
	Iteration 11Q: 3 clusters Score -8150985 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8151558.500000 Penalty: 5599.092773
	Iteration 12Q: 3 clusters Score -8151558 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8151847.000000 Penalty: 5599.092773
	Iteration 13Q: 3 clusters Score -8151847 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8152046.500000 Penalty: 5599.092773
	Iteration 14Q: 3 clusters Score -8152046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8152136.500000 Penalty: 5599.092773
	Iteration 15Q: 3 clusters Score -8152136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8152195.500000 Penalty: 5599.092773
	Iteration 16Q: 3 clusters Score -8152196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8152238.500000 Penalty: 5599.092773
	Iteration 17Q: 3 clusters Score -8152238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8152262.000000 Penalty: 5599.092773
	Iteration 18Q: 3 clusters Score -8152262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8152296.000000 Penalty: 5599.092773
	Iteration 19Q: 3 clusters Score -8152296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8152313.500000 Penalty: 5599.092773
	Iteration 20F: 3 clusters Score -8152314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8152332.000000 Penalty: 5599.092773
	Iteration 21Q: 3 clusters Score -8152332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8152344.000000 Penalty: 5599.092773
	Iteration 22Q: 3 clusters Score -8152344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8152349.000000 Penalty: 5599.092773
	Iteration 23Q: 3 clusters Score -8152349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8152345.500000 Penalty: 5599.092773
	Iteration 24Q: 3 clusters Score -8152346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8152359.500000 Penalty: 5599.092773
	Iteration 25Q: 3 clusters Score -8152360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8152376.500000 Penalty: 5599.092773
	Iteration 26Q: 3 clusters Score -8152376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8152373.000000 Penalty: 5599.092773
	Iteration 27Q: 3 clusters Score -8152373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8152370.500000 Penalty: 5599.092773
	Iteration 28Q: 3 clusters Score -8152370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8152371.500000 Penalty: 5599.092773
	Iteration 29Q: 3 clusters Score -8152372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8152378.000000 Penalty: 5599.092773
	Iteration 30Q: 3 clusters Score -8152378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8152383.000000 Penalty: 5599.092773
	Iteration 31Q: 3 clusters Score -8152383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8152383.000000 Penalty: 5599.092773
	Iteration 32F: 3 clusters Score -8152383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -120323.609375 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -120323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -118198.273438 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -118198.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -118748.804688 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -118748.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119152.070312 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -119152.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119489.976562 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -119490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119966.117188 Penalty: 3585.640625
	Iteration 4F: 3 clusters Score -119966.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120288.023438 Penalty: 3585.640625
	Iteration 5F: 3 clusters Score -120288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120464.289062 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -120464.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -120604.945312 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -120604.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120665.664062 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -120665.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -120725.078125 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -120725.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120747.359375 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -120747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120751.750000 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -120751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120765.664062 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -120765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120778.750000 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -120778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120786.914062 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -120786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120804.062500 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -120804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120815.492188 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -120815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120818.742188 Penalty: 3585.640625
	Iteration 17F: 3 clusters Score -120818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120823.710938 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -120823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120829.203125 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -120829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120829.203125 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -120829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Entering Unmasked Estep 
Score: -96129000.000000 Penalty: 137008.640625
Splitting cluster 17 changes total score from -96113408.000000 to -96129000.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 18 (25484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Entering Unmasked Estep 
Score: -2560651.500000 Penalty: 2516.159912
	Iteration 0F: 2 clusters Score -2560652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2542988.250000 Penalty: 5032.319824
	Iteration 0F: 3 clusters Score -2542988 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2549574.000000 Penalty: 5032.319824
	Iteration 1F: 3 clusters Score -2549574 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2550876.250000 Penalty: 5032.319824
	Iteration 2F: 3 clusters Score -2550876 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2552559.500000 Penalty: 5032.319824
	Iteration 3F: 3 clusters Score -2552560 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2554331.750000 Penalty: 5032.319824
	Iteration 4F: 3 clusters Score -2554332 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2556193.750000 Penalty: 5032.319824
	Iteration 5F: 3 clusters Score -2556194 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2557997.500000 Penalty: 5032.319824
	Iteration 6F: 3 clusters Score -2557998 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2559368.500000 Penalty: 5032.319824
	Iteration 7F: 3 clusters Score -2559368 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2560244.250000 Penalty: 5032.319824
	Iteration 8Q: 3 clusters Score -2560244 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2560711.500000 Penalty: 5032.319824
	Iteration 9Q: 3 clusters Score -2560712 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2560982.750000 Penalty: 5032.319824
	Iteration 10Q: 3 clusters Score -2560983 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2561143.250000 Penalty: 5032.319824
	Iteration 11Q: 3 clusters Score -2561143 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2561226.000000 Penalty: 5032.319824
	Iteration 12Q: 3 clusters Score -2561226 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2561312.000000 Penalty: 5032.319824
	Iteration 13Q: 3 clusters Score -2561312 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2561386.750000 Penalty: 5032.319824
	Iteration 14Q: 3 clusters Score -2561387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2561476.250000 Penalty: 5032.319824
	Iteration 15Q: 3 clusters Score -2561476 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2561588.250000 Penalty: 5032.319824
	Iteration 16Q: 3 clusters Score -2561588 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2561766.750000 Penalty: 5032.319824
	Iteration 17Q: 3 clusters Score -2561767 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2562085.250000 Penalty: 5032.319824
	Iteration 18Q: 3 clusters Score -2562085 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2562540.750000 Penalty: 5032.319824
	Iteration 19Q: 3 clusters Score -2562541 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2563050.500000 Penalty: 5032.319824
	Iteration 20F: 3 clusters Score -2563050 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2563478.250000 Penalty: 5032.319824
	Iteration 21Q: 3 clusters Score -2563478 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2563762.000000 Penalty: 5032.319824
	Iteration 22Q: 3 clusters Score -2563762 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2563919.750000 Penalty: 5032.319824
	Iteration 23Q: 3 clusters Score -2563920 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2564011.500000 Penalty: 5032.319824
	Iteration 24Q: 3 clusters Score -2564012 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2564066.250000 Penalty: 5032.319824
	Iteration 25Q: 3 clusters Score -2564066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2564080.000000 Penalty: 5032.319824
	Iteration 26Q: 3 clusters Score -2564080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2564093.500000 Penalty: 5032.319824
	Iteration 27Q: 3 clusters Score -2564094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2564100.250000 Penalty: 5032.319824
	Iteration 28Q: 3 clusters Score -2564100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2564102.000000 Penalty: 5032.319824
	Iteration 29Q: 3 clusters Score -2564102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2564107.750000 Penalty: 5032.319824
	Iteration 30Q: 3 clusters Score -2564108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2564113.250000 Penalty: 5032.319824
	Iteration 31Q: 3 clusters Score -2564113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2564113.500000 Penalty: 5032.319824
	Iteration 32Q: 3 clusters Score -2564114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2564120.750000 Penalty: 5032.319824
	Iteration 33Q: 3 clusters Score -2564121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2564119.500000 Penalty: 5032.319824
	Iteration 34Q: 3 clusters Score -2564120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2564120.000000 Penalty: 5032.319824
	Iteration 35Q: 3 clusters Score -2564120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2564117.500000 Penalty: 5032.319824
	Iteration 36Q: 3 clusters Score -2564118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2564117.500000 Penalty: 5032.319824
	Iteration 37F: 3 clusters Score -2564118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 40681 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Entering Unmasked Estep 
Score: -96131272.000000 Penalty: 140433.859375
Splitting cluster 18 changes total score from -96113408.000000 to -96131272.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (40681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Entering Unmasked Estep 
Score: -4141861.250000 Penalty: 2632.152100
	Iteration 0F: 2 clusters Score -4141861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4114342.000000 Penalty: 5264.304199
	Iteration 0F: 3 clusters Score -4114342 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4124481.750000 Penalty: 5264.304199
	Iteration 1F: 3 clusters Score -4124482 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4124980.250000 Penalty: 5264.304199
	Iteration 2Q: 3 clusters Score -4124980 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4125487.500000 Penalty: 5264.304199
	Iteration 3Q: 3 clusters Score -4125488 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4126062.250000 Penalty: 5264.304199
	Iteration 4Q: 3 clusters Score -4126062 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4126810.500000 Penalty: 5264.304199
	Iteration 5Q: 3 clusters Score -4126810 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4127799.000000 Penalty: 5264.304199
	Iteration 6Q: 3 clusters Score -4127799 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4129007.250000 Penalty: 5264.304199
	Iteration 7F: 3 clusters Score -4129007 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4130082.500000 Penalty: 5264.304199
	Iteration 8F: 3 clusters Score -4130082 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4131024.500000 Penalty: 5264.304199
	Iteration 9Q: 3 clusters Score -4131024 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4131849.750000 Penalty: 5264.304199
	Iteration 10Q: 3 clusters Score -4131850 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4132440.250000 Penalty: 5264.304199
	Iteration 11Q: 3 clusters Score -4132440 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -4132957.250000 Penalty: 5264.304199
	Iteration 12Q: 3 clusters Score -4132957 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4133407.000000 Penalty: 5264.304199
	Iteration 13Q: 3 clusters Score -4133407 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4133788.000000 Penalty: 5264.304199
	Iteration 14Q: 3 clusters Score -4133788 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4134114.000000 Penalty: 5264.304199
	Iteration 15Q: 3 clusters Score -4134114 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -4134375.250000 Penalty: 5264.304199
	Iteration 16Q: 3 clusters Score -4134375 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4134580.500000 Penalty: 5264.304199
	Iteration 17Q: 3 clusters Score -4134580 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4134792.750000 Penalty: 5264.304199
	Iteration 18Q: 3 clusters Score -4134793 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4134983.500000 Penalty: 5264.304199
	Iteration 19Q: 3 clusters Score -4134984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4135162.250000 Penalty: 5264.304199
	Iteration 20F: 3 clusters Score -4135162 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4135317.500000 Penalty: 5264.304199
	Iteration 21Q: 3 clusters Score -4135318 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4135504.250000 Penalty: 5264.304199
	Iteration 22Q: 3 clusters Score -4135504 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4135647.000000 Penalty: 5264.304199
	Iteration 23Q: 3 clusters Score -4135647 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4135778.250000 Penalty: 5264.304199
	Iteration 24Q: 3 clusters Score -4135778 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4135892.750000 Penalty: 5264.304199
	Iteration 25Q: 3 clusters Score -4135893 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4135978.500000 Penalty: 5264.304199
	Iteration 26Q: 3 clusters Score -4135978 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4136047.250000 Penalty: 5264.304199
	Iteration 27Q: 3 clusters Score -4136047 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4136109.500000 Penalty: 5264.304199
	Iteration 28Q: 3 clusters Score -4136110 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4136178.000000 Penalty: 5264.304199
	Iteration 29Q: 3 clusters Score -4136178 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4136236.250000 Penalty: 5264.304199
	Iteration 30Q: 3 clusters Score -4136236 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4136282.500000 Penalty: 5264.304199
	Iteration 31Q: 3 clusters Score -4136282 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4136316.500000 Penalty: 5264.304199
	Iteration 32Q: 3 clusters Score -4136316 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4136362.500000 Penalty: 5264.304199
	Iteration 33Q: 3 clusters Score -4136362 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4136418.000000 Penalty: 5264.304199
	Iteration 34Q: 3 clusters Score -4136418 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4136450.000000 Penalty: 5264.304199
	Iteration 35Q: 3 clusters Score -4136450 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4136487.250000 Penalty: 5264.304199
	Iteration 36Q: 3 clusters Score -4136487 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4136508.250000 Penalty: 5264.304199
	Iteration 37Q: 3 clusters Score -4136508 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -4136545.250000 Penalty: 5264.304199
	Iteration 38Q: 3 clusters Score -4136545 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4136613.500000 Penalty: 5264.304199
	Iteration 39Q: 3 clusters Score -4136614 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -4136687.750000 Penalty: 5264.304199
	Iteration 40F: 3 clusters Score -4136688 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4136765.250000 Penalty: 5264.304199
	Iteration 41Q: 3 clusters Score -4136765 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4136861.000000 Penalty: 5264.304199
	Iteration 42Q: 3 clusters Score -4136861 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4136956.500000 Penalty: 5264.304199
	Iteration 43Q: 3 clusters Score -4136956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4137101.250000 Penalty: 5264.304199
	Iteration 44Q: 3 clusters Score -4137101 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -4137265.250000 Penalty: 5264.304199
	Iteration 45Q: 3 clusters Score -4137265 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -4137419.250000 Penalty: 5264.304199
	Iteration 46Q: 3 clusters Score -4137419 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -4137535.250000 Penalty: 5264.304199
	Iteration 47Q: 3 clusters Score -4137535 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4137675.500000 Penalty: 5264.304199
	Iteration 48Q: 3 clusters Score -4137676 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4137797.500000 Penalty: 5264.304199
	Iteration 49Q: 3 clusters Score -4137798 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4137906.750000 Penalty: 5264.304199
	Iteration 50Q: 3 clusters Score -4137907 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4138039.250000 Penalty: 5264.304199
	Iteration 51Q: 3 clusters Score -4138039 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -4138170.750000 Penalty: 5264.304199
	Iteration 52Q: 3 clusters Score -4138171 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -4138313.000000 Penalty: 5264.304199
	Iteration 53Q: 3 clusters Score -4138313 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4138518.250000 Penalty: 5264.304199
	Iteration 54Q: 3 clusters Score -4138518 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4138742.000000 Penalty: 5264.304199
	Iteration 55Q: 3 clusters Score -4138742 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4139066.500000 Penalty: 5264.304199
	Iteration 56Q: 3 clusters Score -4139066 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4139499.500000 Penalty: 5264.304199
	Iteration 57Q: 3 clusters Score -4139500 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4140228.750000 Penalty: 5264.304199
	Iteration 58Q: 3 clusters Score -4140229 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4141328.000000 Penalty: 5264.304199
	Iteration 59Q: 3 clusters Score -4141328 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4142508.000000 Penalty: 5264.304199
	Iteration 60F: 3 clusters Score -4142508 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4143091.750000 Penalty: 5264.304199
	Iteration 61Q: 3 clusters Score -4143092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4143297.000000 Penalty: 5264.304199
	Iteration 62Q: 3 clusters Score -4143297 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4143365.750000 Penalty: 5264.304199
	Iteration 63Q: 3 clusters Score -4143366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4143408.750000 Penalty: 5264.304199
	Iteration 64Q: 3 clusters Score -4143409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4143426.000000 Penalty: 5264.304199
	Iteration 65Q: 3 clusters Score -4143426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4143449.750000 Penalty: 5264.304199
	Iteration 66Q: 3 clusters Score -4143450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4143460.500000 Penalty: 5264.304199
	Iteration 67Q: 3 clusters Score -4143460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4143471.250000 Penalty: 5264.304199
	Iteration 68Q: 3 clusters Score -4143471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4143464.500000 Penalty: 5264.304199
	Iteration 69Q: 3 clusters Score -4143464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4143478.000000 Penalty: 5264.304199
	Iteration 70Q: 3 clusters Score -4143478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4143474.250000 Penalty: 5264.304199
	Iteration 71Q: 3 clusters Score -4143474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4143482.500000 Penalty: 5264.304199
	Iteration 72Q: 3 clusters Score -4143482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4143488.750000 Penalty: 5264.304199
	Iteration 73Q: 3 clusters Score -4143489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4143482.500000 Penalty: 5264.304199
	Iteration 74Q: 3 clusters Score -4143482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4143485.500000 Penalty: 5264.304199
	Iteration 75Q: 3 clusters Score -4143486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4143486.000000 Penalty: 5264.304199
	Iteration 76Q: 3 clusters Score -4143486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4143486.000000 Penalty: 5264.304199
	Iteration 77F: 3 clusters Score -4143486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 36398 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Entering Unmasked Estep 
Score: -96131848.000000 Penalty: 143859.062500
Splitting cluster 19 changes total score from -96113408.000000 to -96131848.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (36398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Entering Unmasked Estep 
Score: -3405020.250000 Penalty: 2604.562744
	Iteration 0F: 2 clusters Score -3405020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3380308.500000 Penalty: 5209.125488
	Iteration 0F: 3 clusters Score -3380308 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3390071.000000 Penalty: 5209.125488
	Iteration 1F: 3 clusters Score -3390071 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3391127.500000 Penalty: 5209.125488
	Iteration 2F: 3 clusters Score -3391128 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3392349.000000 Penalty: 5209.125488
	Iteration 3F: 3 clusters Score -3392349 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3393574.500000 Penalty: 5209.125488
	Iteration 4F: 3 clusters Score -3393574 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3394661.750000 Penalty: 5209.125488
	Iteration 5F: 3 clusters Score -3394662 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3395575.500000 Penalty: 5209.125488
	Iteration 6F: 3 clusters Score -3395576 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3396316.500000 Penalty: 5209.125488
	Iteration 7Q: 3 clusters Score -3396316 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3397057.500000 Penalty: 5209.125488
	Iteration 8Q: 3 clusters Score -3397058 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3397776.000000 Penalty: 5209.125488
	Iteration 9Q: 3 clusters Score -3397776 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3398438.750000 Penalty: 5209.125488
	Iteration 10Q: 3 clusters Score -3398439 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3398987.750000 Penalty: 5209.125488
	Iteration 11Q: 3 clusters Score -3398988 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3399355.750000 Penalty: 5209.125488
	Iteration 12Q: 3 clusters Score -3399356 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3399534.000000 Penalty: 5209.125488
	Iteration 13Q: 3 clusters Score -3399534 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3399625.250000 Penalty: 5209.125488
	Iteration 14Q: 3 clusters Score -3399625 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3399679.000000 Penalty: 5209.125488
	Iteration 15Q: 3 clusters Score -3399679 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3399727.750000 Penalty: 5209.125488
	Iteration 16Q: 3 clusters Score -3399728 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3399762.250000 Penalty: 5209.125488
	Iteration 17Q: 3 clusters Score -3399762 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3399760.750000 Penalty: 5209.125488
	Iteration 18Q: 3 clusters Score -3399761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3399795.250000 Penalty: 5209.125488
	Iteration 19Q: 3 clusters Score -3399795 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3399792.750000 Penalty: 5209.125488
	Iteration 20F: 3 clusters Score -3399793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3399811.000000 Penalty: 5209.125488
	Iteration 21Q: 3 clusters Score -3399811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3399814.000000 Penalty: 5209.125488
	Iteration 22Q: 3 clusters Score -3399814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3399815.250000 Penalty: 5209.125488
	Iteration 23Q: 3 clusters Score -3399815 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3399824.250000 Penalty: 5209.125488
	Iteration 24Q: 3 clusters Score -3399824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3399824.750000 Penalty: 5209.125488
	Iteration 25Q: 3 clusters Score -3399825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3399828.000000 Penalty: 5209.125488
	Iteration 26Q: 3 clusters Score -3399828 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3399838.000000 Penalty: 5209.125488
	Iteration 27Q: 3 clusters Score -3399838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3399846.500000 Penalty: 5209.125488
	Iteration 28Q: 3 clusters Score -3399846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3399873.000000 Penalty: 5209.125488
	Iteration 29Q: 3 clusters Score -3399873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3399877.500000 Penalty: 5209.125488
	Iteration 30Q: 3 clusters Score -3399878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3399873.250000 Penalty: 5209.125488
	Iteration 31Q: 3 clusters Score -3399873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3399872.500000 Penalty: 5209.125488
	Iteration 32Q: 3 clusters Score -3399872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3399882.000000 Penalty: 5209.125488
	Iteration 33Q: 3 clusters Score -3399882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3399889.750000 Penalty: 5209.125488
	Iteration 34Q: 3 clusters Score -3399890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3399893.500000 Penalty: 5209.125488
	Iteration 35Q: 3 clusters Score -3399894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3399899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3399906.750000 Penalty: 5209.125488
	Iteration 37Q: 3 clusters Score -3399907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3399912.000000 Penalty: 5209.125488
	Iteration 38Q: 3 clusters Score -3399912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3399918.500000 Penalty: 5209.125488
	Iteration 39Q: 3 clusters Score -3399918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3399926.500000 Penalty: 5209.125488
	Iteration 40F: 3 clusters Score -3399926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3399925.750000 Penalty: 5209.125488
	Iteration 41Q: 3 clusters Score -3399926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3399930.500000 Penalty: 5209.125488
	Iteration 42Q: 3 clusters Score -3399930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3399939.250000 Penalty: 5209.125488
	Iteration 43Q: 3 clusters Score -3399939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3399940.250000 Penalty: 5209.125488
	Iteration 44Q: 3 clusters Score -3399940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3399933.250000 Penalty: 5209.125488
	Iteration 45Q: 3 clusters Score -3399933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3399934.750000 Penalty: 5209.125488
	Iteration 46Q: 3 clusters Score -3399935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3399944.250000 Penalty: 5209.125488
	Iteration 47Q: 3 clusters Score -3399944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3399950.000000 Penalty: 5209.125488
	Iteration 48Q: 3 clusters Score -3399950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3399965.750000 Penalty: 5209.125488
	Iteration 49Q: 3 clusters Score -3399966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3399968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3399981.750000 Penalty: 5209.125488
	Iteration 51Q: 3 clusters Score -3399982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3399994.250000 Penalty: 5209.125488
	Iteration 52Q: 3 clusters Score -3399994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3399992.750000 Penalty: 5209.125488
	Iteration 53Q: 3 clusters Score -3399993 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3399996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3399998.250000 Penalty: 5209.125488
	Iteration 55Q: 3 clusters Score -3399998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3400004.500000 Penalty: 5209.125488
	Iteration 56Q: 3 clusters Score -3400004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3400017.250000 Penalty: 5209.125488
	Iteration 57Q: 3 clusters Score -3400017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3400040.750000 Penalty: 5209.125488
	Iteration 58Q: 3 clusters Score -3400041 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3400030.000000 Penalty: 5209.125488
	Iteration 59Q: 3 clusters Score -3400030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3400054.250000 Penalty: 5209.125488
	Iteration 60F: 3 clusters Score -3400054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3400080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3400096 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3400108 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3400129 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3400172 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3400228 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3400277 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3400315 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3400382 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3400450 nChanged 320
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Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3400513 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3400594 nChanged 361
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Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3400693 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3400762 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3400883 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3401010 nChanged 451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3401135 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3401274 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3401383.000000 Penalty: 5209.125488
	Iteration 79Q: 3 clusters Score -3401383 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3401529.750000 Penalty: 5209.125488
	Iteration 80F: 3 clusters Score -3401530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3401647.000000 Penalty: 5209.125488
	Iteration 81Q: 3 clusters Score -3401647 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3401761 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3401885 nChanged 407
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3401998 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3402145 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 25435 members 
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	Iteration 86Q: 3 clusters Score -3402266 nChanged 433
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3402404.250000 Penalty: 5209.125488
	Iteration 87Q: 3 clusters Score -3402404 nChanged 441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3402541.750000 Penalty: 5209.125488
	Iteration 88Q: 3 clusters Score -3402542 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3402691.500000 Penalty: 5209.125488
	Iteration 89Q: 3 clusters Score -3402692 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3402816.250000 Penalty: 5209.125488
	Iteration 90Q: 3 clusters Score -3402816 nChanged 430
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3402962.250000 Penalty: 5209.125488
	Iteration 91Q: 3 clusters Score -3402962 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3403117.250000 Penalty: 5209.125488
	Iteration 92Q: 3 clusters Score -3403117 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3403277.500000 Penalty: 5209.125488
	Iteration 93Q: 3 clusters Score -3403278 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3403439.250000 Penalty: 5209.125488
	Iteration 94Q: 3 clusters Score -3403439 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3403621.250000 Penalty: 5209.125488
	Iteration 95Q: 3 clusters Score -3403621 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3403773.250000 Penalty: 5209.125488
	Iteration 96Q: 3 clusters Score -3403773 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3403923.500000 Penalty: 5209.125488
	Iteration 97Q: 3 clusters Score -3403924 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3404085.000000 Penalty: 5209.125488
	Iteration 98Q: 3 clusters Score -3404085 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3404222.750000 Penalty: 5209.125488
	Iteration 99Q: 3 clusters Score -3404223 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -3404398.000000 Penalty: 5209.125488
	Iteration 100F: 3 clusters Score -3404398 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3404533.000000 Penalty: 5209.125488
	Iteration 101Q: 3 clusters Score -3404533 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3404673.000000 Penalty: 5209.125488
	Iteration 102Q: 3 clusters Score -3404673 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3404794.750000 Penalty: 5209.125488
	Iteration 103Q: 3 clusters Score -3404795 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3404886.000000 Penalty: 5209.125488
	Iteration 104Q: 3 clusters Score -3404886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3404991 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3405061.500000 Penalty: 5209.125488
	Iteration 106Q: 3 clusters Score -3405062 nChanged 170
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Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3405126.000000 Penalty: 5209.125488
	Iteration 107Q: 3 clusters Score -3405126 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3405177.000000 Penalty: 5209.125488
	Iteration 108Q: 3 clusters Score -3405177 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -3405207.250000 Penalty: 5209.125488
	Iteration 109Q: 3 clusters Score -3405207 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3405234.500000 Penalty: 5209.125488
	Iteration 110Q: 3 clusters Score -3405234 nChanged 67
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -3405253.250000 Penalty: 5209.125488
	Iteration 111Q: 3 clusters Score -3405253 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3405269.000000 Penalty: 5209.125488
	Iteration 112Q: 3 clusters Score -3405269 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -3405277.000000 Penalty: 5209.125488
	Iteration 113Q: 3 clusters Score -3405277 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3405273.000000 Penalty: 5209.125488
	Iteration 114Q: 3 clusters Score -3405273 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -3405294.500000 Penalty: 5209.125488
	Iteration 115Q: 3 clusters Score -3405294 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -3405287.750000 Penalty: 5209.125488
	Iteration 116Q: 3 clusters Score -3405288 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3405299.250000 Penalty: 5209.125488
	Iteration 117Q: 3 clusters Score -3405299 nChanged 25
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Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -3405308.000000 Penalty: 5209.125488
	Iteration 118Q: 3 clusters Score -3405308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -3405311.750000 Penalty: 5209.125488
	Iteration 119Q: 3 clusters Score -3405312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -3405309.000000 Penalty: 5209.125488
	Iteration 120F: 3 clusters Score -3405309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -3405316.250000 Penalty: 5209.125488
	Iteration 121Q: 3 clusters Score -3405316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3405313.500000 Penalty: 5209.125488
	Iteration 122Q: 3 clusters Score -3405314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3405321.750000 Penalty: 5209.125488
	Iteration 123Q: 3 clusters Score -3405322 nChanged 18
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -3405327.500000 Penalty: 5209.125488
	Iteration 124Q: 3 clusters Score -3405328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -3405325.500000 Penalty: 5209.125488
	Iteration 125Q: 3 clusters Score -3405326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -3405326.500000 Penalty: 5209.125488
	Iteration 126Q: 3 clusters Score -3405326 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3405319.750000 Penalty: 5209.125488
	Iteration 127Q: 3 clusters Score -3405320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3405321.000000 Penalty: 5209.125488
	Iteration 128Q: 3 clusters Score -3405321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3405325.250000 Penalty: 5209.125488
	Iteration 129Q: 3 clusters Score -3405325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3405323.750000 Penalty: 5209.125488
	Iteration 130Q: 3 clusters Score -3405324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3405328.000000 Penalty: 5209.125488
	Iteration 131Q: 3 clusters Score -3405328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3405328.000000 Penalty: 5209.125488
	Iteration 132Q: 3 clusters Score -3405328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -3405328.000000 Penalty: 5209.125488
	Iteration 133Q: 3 clusters Score -3405328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -3405328.000000 Penalty: 5209.125488
	Iteration 134F: 3 clusters Score -3405328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Entering Unmasked Estep 
Score: -96131160.000000 Penalty: 147284.281250
Splitting cluster 20 changes total score from -96113408.000000 to -96131160.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 21 (12506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Entering Unmasked Estep 
Score: -1287594.625000 Penalty: 2339.623047
	Iteration 0F: 2 clusters Score -1287595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1278253.375000 Penalty: 4679.246094
	Iteration 0F: 3 clusters Score -1278253 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1281375.250000 Penalty: 4679.246094
	Iteration 1F: 3 clusters Score -1281375 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1282072.000000 Penalty: 4679.246094
	Iteration 2F: 3 clusters Score -1282072 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1282910.250000 Penalty: 4679.246094
	Iteration 3F: 3 clusters Score -1282910 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1283684.750000 Penalty: 4679.246094
	Iteration 4F: 3 clusters Score -1283685 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1284321.625000 Penalty: 4679.246094
	Iteration 5F: 3 clusters Score -1284322 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1284809.250000 Penalty: 4679.246094
	Iteration 6F: 3 clusters Score -1284809 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1285122.625000 Penalty: 4679.246094
	Iteration 7Q: 3 clusters Score -1285123 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1285373.875000 Penalty: 4679.246094
	Iteration 8Q: 3 clusters Score -1285374 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1285572.125000 Penalty: 4679.246094
	Iteration 9Q: 3 clusters Score -1285572 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1285727.250000 Penalty: 4679.246094
	Iteration 10Q: 3 clusters Score -1285727 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1285856.375000 Penalty: 4679.246094
	Iteration 11Q: 3 clusters Score -1285856 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1285942.500000 Penalty: 4679.246094
	Iteration 12Q: 3 clusters Score -1285942 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1286005.500000 Penalty: 4679.246094
	Iteration 13Q: 3 clusters Score -1286006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1286055.875000 Penalty: 4679.246094
	Iteration 14Q: 3 clusters Score -1286056 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1286098.000000 Penalty: 4679.246094
	Iteration 15Q: 3 clusters Score -1286098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1286121.250000 Penalty: 4679.246094
	Iteration 16Q: 3 clusters Score -1286121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1286145.250000 Penalty: 4679.246094
	Iteration 17Q: 3 clusters Score -1286145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1286161.750000 Penalty: 4679.246094
	Iteration 18Q: 3 clusters Score -1286162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1286181.750000 Penalty: 4679.246094
	Iteration 19Q: 3 clusters Score -1286182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1286195.875000 Penalty: 4679.246094
	Iteration 20F: 3 clusters Score -1286196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1286210.875000 Penalty: 4679.246094
	Iteration 21Q: 3 clusters Score -1286211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1286220.750000 Penalty: 4679.246094
	Iteration 22Q: 3 clusters Score -1286221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1286234.875000 Penalty: 4679.246094
	Iteration 23Q: 3 clusters Score -1286235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1286243.750000 Penalty: 4679.246094
	Iteration 24Q: 3 clusters Score -1286244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1286253.250000 Penalty: 4679.246094
	Iteration 25Q: 3 clusters Score -1286253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1286259.375000 Penalty: 4679.246094
	Iteration 26Q: 3 clusters Score -1286259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1286268.125000 Penalty: 4679.246094
	Iteration 27Q: 3 clusters Score -1286268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1286271.875000 Penalty: 4679.246094
	Iteration 28Q: 3 clusters Score -1286272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1286278.750000 Penalty: 4679.246094
	Iteration 29Q: 3 clusters Score -1286279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1286279.000000 Penalty: 4679.246094
	Iteration 30Q: 3 clusters Score -1286279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1286284.125000 Penalty: 4679.246094
	Iteration 31Q: 3 clusters Score -1286284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1286284.625000 Penalty: 4679.246094
	Iteration 32Q: 3 clusters Score -1286285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1286292.375000 Penalty: 4679.246094
	Iteration 33Q: 3 clusters Score -1286292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1286292.625000 Penalty: 4679.246094
	Iteration 34Q: 3 clusters Score -1286293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1286298.750000 Penalty: 4679.246094
	Iteration 35Q: 3 clusters Score -1286299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1286297.500000 Penalty: 4679.246094
	Iteration 36Q: 3 clusters Score -1286298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1286303.375000 Penalty: 4679.246094
	Iteration 37Q: 3 clusters Score -1286303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1286304.750000 Penalty: 4679.246094
	Iteration 38Q: 3 clusters Score -1286305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1286305.750000 Penalty: 4679.246094
	Iteration 39Q: 3 clusters Score -1286306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1286310.500000 Penalty: 4679.246094
	Iteration 40F: 3 clusters Score -1286310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1286312.000000 Penalty: 4679.246094
	Iteration 41Q: 3 clusters Score -1286312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1286309.875000 Penalty: 4679.246094
	Iteration 42Q: 3 clusters Score -1286310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1286314.375000 Penalty: 4679.246094
	Iteration 43Q: 3 clusters Score -1286314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1286312.250000 Penalty: 4679.246094
	Iteration 44Q: 3 clusters Score -1286312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1286320.000000 Penalty: 4679.246094
	Iteration 45Q: 3 clusters Score -1286320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1286323.750000 Penalty: 4679.246094
	Iteration 46Q: 3 clusters Score -1286324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1286326.000000 Penalty: 4679.246094
	Iteration 47Q: 3 clusters Score -1286326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1286327.250000 Penalty: 4679.246094
	Iteration 48Q: 3 clusters Score -1286327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1286329.625000 Penalty: 4679.246094
	Iteration 49Q: 3 clusters Score -1286330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1286329.875000 Penalty: 4679.246094
	Iteration 50Q: 3 clusters Score -1286330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1286328.000000 Penalty: 4679.246094
	Iteration 51Q: 3 clusters Score -1286328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1286332.500000 Penalty: 4679.246094
	Iteration 52Q: 3 clusters Score -1286332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1286333.375000 Penalty: 4679.246094
	Iteration 53Q: 3 clusters Score -1286333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1286328.625000 Penalty: 4679.246094
	Iteration 54Q: 3 clusters Score -1286329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1286330.250000 Penalty: 4679.246094
	Iteration 55Q: 3 clusters Score -1286330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1286330.250000 Penalty: 4679.246094
	Iteration 56Q: 3 clusters Score -1286330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1286330.875000 Penalty: 4679.246094
	Iteration 57Q: 3 clusters Score -1286331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1286333.000000 Penalty: 4679.246094
	Iteration 58Q: 3 clusters Score -1286333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1286332.875000 Penalty: 4679.246094
	Iteration 59Q: 3 clusters Score -1286333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1286333.750000 Penalty: 4679.246094
	Iteration 60F: 3 clusters Score -1286334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1286335.125000 Penalty: 4679.246094
	Iteration 61Q: 3 clusters Score -1286335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1286337.875000 Penalty: 4679.246094
	Iteration 62Q: 3 clusters Score -1286338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1286338.875000 Penalty: 4679.246094
	Iteration 63Q: 3 clusters Score -1286339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1286337.000000 Penalty: 4679.246094
	Iteration 64Q: 3 clusters Score -1286337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1286336.125000 Penalty: 4679.246094
	Iteration 65Q: 3 clusters Score -1286336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1286336.750000 Penalty: 4679.246094
	Iteration 66Q: 3 clusters Score -1286337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1286337.875000 Penalty: 4679.246094
	Iteration 67Q: 3 clusters Score -1286338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1286337.875000 Penalty: 4679.246094
	Iteration 68F: 3 clusters Score -1286338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -590303.687500 Penalty: 2160.519775
	Iteration 0F: 2 clusters Score -590303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -585182.500000 Penalty: 4321.039551
	Iteration 0F: 3 clusters Score -585182.5 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -586514.437500 Penalty: 4321.039551
	Iteration 1F: 3 clusters Score -586514.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -586746.062500 Penalty: 4321.039551
	Iteration 2F: 3 clusters Score -586746.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -586899.937500 Penalty: 4321.039551
	Iteration 3Q: 3 clusters Score -586899.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -587030.000000 Penalty: 4321.039551
	Iteration 4Q: 3 clusters Score -587030 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -587159.750000 Penalty: 4321.039551
	Iteration 5Q: 3 clusters Score -587159.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -587282.000000 Penalty: 4321.039551
	Iteration 6Q: 3 clusters Score -587282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -587398.187500 Penalty: 4321.039551
	Iteration 7Q: 3 clusters Score -587398.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -587511.625000 Penalty: 4321.039551
	Iteration 8Q: 3 clusters Score -587511.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -587629.000000 Penalty: 4321.039551
	Iteration 9Q: 3 clusters Score -587629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -587750.625000 Penalty: 4321.039551
	Iteration 10Q: 3 clusters Score -587750.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -587900.125000 Penalty: 4321.039551
	Iteration 11Q: 3 clusters Score -587900.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -588035.062500 Penalty: 4321.039551
	Iteration 12Q: 3 clusters Score -588035.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -588156.250000 Penalty: 4321.039551
	Iteration 13Q: 3 clusters Score -588156.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -588272.500000 Penalty: 4321.039551
	Iteration 14Q: 3 clusters Score -588272.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -588354.500000 Penalty: 4321.039551
	Iteration 15Q: 3 clusters Score -588354.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -588410.625000 Penalty: 4321.039551
	Iteration 16Q: 3 clusters Score -588410.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -588446.750000 Penalty: 4321.039551
	Iteration 17Q: 3 clusters Score -588446.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -588475.062500 Penalty: 4321.039551
	Iteration 18Q: 3 clusters Score -588475.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -588495.125000 Penalty: 4321.039551
	Iteration 19Q: 3 clusters Score -588495.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -588513.937500 Penalty: 4321.039551
	Iteration 20F: 3 clusters Score -588513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -588531.562500 Penalty: 4321.039551
	Iteration 21Q: 3 clusters Score -588531.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -588552.062500 Penalty: 4321.039551
	Iteration 22Q: 3 clusters Score -588552.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -588562.500000 Penalty: 4321.039551
	Iteration 23Q: 3 clusters Score -588562.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -588573.875000 Penalty: 4321.039551
	Iteration 24Q: 3 clusters Score -588573.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -588586.625000 Penalty: 4321.039551
	Iteration 25Q: 3 clusters Score -588586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -588594.937500 Penalty: 4321.039551
	Iteration 26Q: 3 clusters Score -588594.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -588603.875000 Penalty: 4321.039551
	Iteration 27Q: 3 clusters Score -588603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -588606.062500 Penalty: 4321.039551
	Iteration 28Q: 3 clusters Score -588606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -588608.312500 Penalty: 4321.039551
	Iteration 29Q: 3 clusters Score -588608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -588610.500000 Penalty: 4321.039551
	Iteration 30Q: 3 clusters Score -588610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -588610.500000 Penalty: 4321.039551
	Iteration 31F: 3 clusters Score -588610.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -765160.812500 Penalty: 2251.925537
	Iteration 0F: 2 clusters Score -765160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -758354.812500 Penalty: 4503.851074
	Iteration 0F: 3 clusters Score -758354.8 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -760548.937500 Penalty: 4503.851074
	Iteration 1F: 3 clusters Score -760548.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -761231.812500 Penalty: 4503.851074
	Iteration 2F: 3 clusters Score -761231.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -761949.812500 Penalty: 4503.851074
	Iteration 3F: 3 clusters Score -761949.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -762767.250000 Penalty: 4503.851074
	Iteration 4F: 3 clusters Score -762767.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -763464.250000 Penalty: 4503.851074
	Iteration 5F: 3 clusters Score -763464.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -763923.375000 Penalty: 4503.851074
	Iteration 6F: 3 clusters Score -763923.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -764223.000000 Penalty: 4503.851074
	Iteration 7Q: 3 clusters Score -764223 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -764426.812500 Penalty: 4503.851074
	Iteration 8Q: 3 clusters Score -764426.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -764568.125000 Penalty: 4503.851074
	Iteration 9Q: 3 clusters Score -764568.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -764658.875000 Penalty: 4503.851074
	Iteration 10Q: 3 clusters Score -764658.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -764714.250000 Penalty: 4503.851074
	Iteration 11Q: 3 clusters Score -764714.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -764745.625000 Penalty: 4503.851074
	Iteration 12Q: 3 clusters Score -764745.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -764764.625000 Penalty: 4503.851074
	Iteration 13Q: 3 clusters Score -764764.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -764772.750000 Penalty: 4503.851074
	Iteration 14Q: 3 clusters Score -764772.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -764783.750000 Penalty: 4503.851074
	Iteration 15Q: 3 clusters Score -764783.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -764791.875000 Penalty: 4503.851074
	Iteration 16Q: 3 clusters Score -764791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -764796.750000 Penalty: 4503.851074
	Iteration 17Q: 3 clusters Score -764796.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -764805.812500 Penalty: 4503.851074
	Iteration 18Q: 3 clusters Score -764805.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -764809.750000 Penalty: 4503.851074
	Iteration 19Q: 3 clusters Score -764809.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -764816.000000 Penalty: 4503.851074
	Iteration 20F: 3 clusters Score -764816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -764816.062500 Penalty: 4503.851074
	Iteration 21Q: 3 clusters Score -764816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -764819.125000 Penalty: 4503.851074
	Iteration 22Q: 3 clusters Score -764819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -764824.375000 Penalty: 4503.851074
	Iteration 23Q: 3 clusters Score -764824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -764826.812500 Penalty: 4503.851074
	Iteration 24Q: 3 clusters Score -764826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -764826.937500 Penalty: 4503.851074
	Iteration 25Q: 3 clusters Score -764826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -764830.187500 Penalty: 4503.851074
	Iteration 26Q: 3 clusters Score -764830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -764832.750000 Penalty: 4503.851074
	Iteration 27Q: 3 clusters Score -764832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -764833.687500 Penalty: 4503.851074
	Iteration 28Q: 3 clusters Score -764833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -764834.625000 Penalty: 4503.851074
	Iteration 29Q: 3 clusters Score -764834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -764836.000000 Penalty: 4503.851074
	Iteration 30Q: 3 clusters Score -764836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -764834.250000 Penalty: 4503.851074
	Iteration 31Q: 3 clusters Score -764834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -764835.250000 Penalty: 4503.851074
	Iteration 32Q: 3 clusters Score -764835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -764838.000000 Penalty: 4503.851074
	Iteration 33Q: 3 clusters Score -764838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -764838.062500 Penalty: 4503.851074
	Iteration 34Q: 3 clusters Score -764838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -764838.062500 Penalty: 4503.851074
	Iteration 35Q: 3 clusters Score -764838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -764838.875000 Penalty: 4503.851074
	Iteration 36Q: 3 clusters Score -764838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -764838.312500 Penalty: 4503.851074
	Iteration 37Q: 3 clusters Score -764838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -764838.312500 Penalty: 4503.851074
	Iteration 38F: 3 clusters Score -764838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -909655.437500 Penalty: 2251.954102
	Iteration 0F: 2 clusters Score -909655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -902819.750000 Penalty: 4503.908203
	Iteration 0F: 3 clusters Score -902819.8 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -904828.187500 Penalty: 4503.908203
	Iteration 1F: 3 clusters Score -904828.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -905127.250000 Penalty: 4503.908203
	Iteration 2F: 3 clusters Score -905127.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -905358.312500 Penalty: 4503.908203
	Iteration 3F: 3 clusters Score -905358.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -905563.562500 Penalty: 4503.908203
	Iteration 4Q: 3 clusters Score -905563.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -905745.125000 Penalty: 4503.908203
	Iteration 5Q: 3 clusters Score -905745.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -905946.125000 Penalty: 4503.908203
	Iteration 6Q: 3 clusters Score -905946.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -906186.125000 Penalty: 4503.908203
	Iteration 7Q: 3 clusters Score -906186.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -906437.062500 Penalty: 4503.908203
	Iteration 8Q: 3 clusters Score -906437.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -906686.250000 Penalty: 4503.908203
	Iteration 9Q: 3 clusters Score -906686.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -906925.000000 Penalty: 4503.908203
	Iteration 10Q: 3 clusters Score -906925 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -907137.875000 Penalty: 4503.908203
	Iteration 11Q: 3 clusters Score -907137.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -907296.125000 Penalty: 4503.908203
	Iteration 12Q: 3 clusters Score -907296.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -907427.875000 Penalty: 4503.908203
	Iteration 13Q: 3 clusters Score -907427.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -907525.625000 Penalty: 4503.908203
	Iteration 14Q: 3 clusters Score -907525.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -907610.250000 Penalty: 4503.908203
	Iteration 15Q: 3 clusters Score -907610.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -907669.562500 Penalty: 4503.908203
	Iteration 16Q: 3 clusters Score -907669.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -907715.875000 Penalty: 4503.908203
	Iteration 17Q: 3 clusters Score -907715.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -907754.937500 Penalty: 4503.908203
	Iteration 18Q: 3 clusters Score -907754.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -907786.687500 Penalty: 4503.908203
	Iteration 19Q: 3 clusters Score -907786.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -907809.312500 Penalty: 4503.908203
	Iteration 20F: 3 clusters Score -907809.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -907827.500000 Penalty: 4503.908203
	Iteration 21Q: 3 clusters Score -907827.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -907843.312500 Penalty: 4503.908203
	Iteration 22Q: 3 clusters Score -907843.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -907854.875000 Penalty: 4503.908203
	Iteration 23Q: 3 clusters Score -907854.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -907865.687500 Penalty: 4503.908203
	Iteration 24Q: 3 clusters Score -907865.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -907875.812500 Penalty: 4503.908203
	Iteration 25Q: 3 clusters Score -907875.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -907881.187500 Penalty: 4503.908203
	Iteration 26Q: 3 clusters Score -907881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -907889.562500 Penalty: 4503.908203
	Iteration 27Q: 3 clusters Score -907889.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -907890.937500 Penalty: 4503.908203
	Iteration 28Q: 3 clusters Score -907890.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -907896.625000 Penalty: 4503.908203
	Iteration 29Q: 3 clusters Score -907896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -907901.125000 Penalty: 4503.908203
	Iteration 30Q: 3 clusters Score -907901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -907907.687500 Penalty: 4503.908203
	Iteration 31Q: 3 clusters Score -907907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -907908.500000 Penalty: 4503.908203
	Iteration 32Q: 3 clusters Score -907908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -907911.687500 Penalty: 4503.908203
	Iteration 33Q: 3 clusters Score -907911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -907915.875000 Penalty: 4503.908203
	Iteration 34Q: 3 clusters Score -907915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -907918.875000 Penalty: 4503.908203
	Iteration 35Q: 3 clusters Score -907918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -907917.562500 Penalty: 4503.908203
	Iteration 36Q: 3 clusters Score -907917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -907921.437500 Penalty: 4503.908203
	Iteration 37Q: 3 clusters Score -907921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -907920.750000 Penalty: 4503.908203
	Iteration 38Q: 3 clusters Score -907920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -907921.187500 Penalty: 4503.908203
	Iteration 39Q: 3 clusters Score -907921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -907921.750000 Penalty: 4503.908203
	Iteration 40F: 3 clusters Score -907921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -907922.250000 Penalty: 4503.908203
	Iteration 41Q: 3 clusters Score -907922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -907925.812500 Penalty: 4503.908203
	Iteration 42Q: 3 clusters Score -907925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -907926.187500 Penalty: 4503.908203
	Iteration 43Q: 3 clusters Score -907926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -907927.312500 Penalty: 4503.908203
	Iteration 44Q: 3 clusters Score -907927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -907928.375000 Penalty: 4503.908203
	Iteration 45Q: 3 clusters Score -907928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -907928.250000 Penalty: 4503.908203
	Iteration 46Q: 3 clusters Score -907928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -907929.250000 Penalty: 4503.908203
	Iteration 47Q: 3 clusters Score -907929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -907930.687500 Penalty: 4503.908203
	Iteration 48Q: 3 clusters Score -907930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -907932.687500 Penalty: 4503.908203
	Iteration 49Q: 3 clusters Score -907932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -907933.062500 Penalty: 4503.908203
	Iteration 50Q: 3 clusters Score -907933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -907933.062500 Penalty: 4503.908203
	Iteration 51F: 3 clusters Score -907933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Entering Unmasked Estep 
Score: -745668.187500 Penalty: 2214.302734
	Iteration 0F: 2 clusters Score -745668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -739588.375000 Penalty: 4428.605469
	Iteration 0F: 3 clusters Score -739588.4 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -741441.125000 Penalty: 4428.605469
	Iteration 1F: 3 clusters Score -741441.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -741855.312500 Penalty: 4428.605469
	Iteration 2F: 3 clusters Score -741855.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -742218.437500 Penalty: 4428.605469
	Iteration 3F: 3 clusters Score -742218.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -742603.437500 Penalty: 4428.605469
	Iteration 4F: 3 clusters Score -742603.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -743028.000000 Penalty: 4428.605469
	Iteration 5F: 3 clusters Score -743028 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -743509.500000 Penalty: 4428.605469
	Iteration 6F: 3 clusters Score -743509.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -743947.250000 Penalty: 4428.605469
	Iteration 7F: 3 clusters Score -743947.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -744291.000000 Penalty: 4428.605469
	Iteration 8Q: 3 clusters Score -744291 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -744489.937500 Penalty: 4428.605469
	Iteration 9Q: 3 clusters Score -744489.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -744606.437500 Penalty: 4428.605469
	Iteration 10Q: 3 clusters Score -744606.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -744665.875000 Penalty: 4428.605469
	Iteration 11Q: 3 clusters Score -744665.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -744718.062500 Penalty: 4428.605469
	Iteration 12Q: 3 clusters Score -744718.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -744768.187500 Penalty: 4428.605469
	Iteration 13Q: 3 clusters Score -744768.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -744820.437500 Penalty: 4428.605469
	Iteration 14Q: 3 clusters Score -744820.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -744879.812500 Penalty: 4428.605469
	Iteration 15Q: 3 clusters Score -744879.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -744938.500000 Penalty: 4428.605469
	Iteration 16Q: 3 clusters Score -744938.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -745009.750000 Penalty: 4428.605469
	Iteration 17Q: 3 clusters Score -745009.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -745061.625000 Penalty: 4428.605469
	Iteration 18Q: 3 clusters Score -745061.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -745100.812500 Penalty: 4428.605469
	Iteration 19Q: 3 clusters Score -745100.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -745136.187500 Penalty: 4428.605469
	Iteration 20F: 3 clusters Score -745136.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -745174.812500 Penalty: 4428.605469
	Iteration 21Q: 3 clusters Score -745174.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -745206.750000 Penalty: 4428.605469
	Iteration 22Q: 3 clusters Score -745206.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -745226.437500 Penalty: 4428.605469
	Iteration 23Q: 3 clusters Score -745226.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -745239.375000 Penalty: 4428.605469
	Iteration 24Q: 3 clusters Score -745239.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -745249.875000 Penalty: 4428.605469
	Iteration 25Q: 3 clusters Score -745249.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -745259.125000 Penalty: 4428.605469
	Iteration 26Q: 3 clusters Score -745259.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -745267.625000 Penalty: 4428.605469
	Iteration 27Q: 3 clusters Score -745267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -745274.250000 Penalty: 4428.605469
	Iteration 28Q: 3 clusters Score -745274.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -745279.250000 Penalty: 4428.605469
	Iteration 29Q: 3 clusters Score -745279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -745286.125000 Penalty: 4428.605469
	Iteration 30Q: 3 clusters Score -745286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -745287.125000 Penalty: 4428.605469
	Iteration 31Q: 3 clusters Score -745287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -745286.062500 Penalty: 4428.605469
	Iteration 32Q: 3 clusters Score -745286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -745287.812500 Penalty: 4428.605469
	Iteration 33Q: 3 clusters Score -745287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -745287.062500 Penalty: 4428.605469
	Iteration 34Q: 3 clusters Score -745287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -745287.062500 Penalty: 4428.605469
	Iteration 35F: 3 clusters Score -745287.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Entering Unmasked Estep 
Score: -1296766.625000 Penalty: 2354.515625
	Iteration 0F: 2 clusters Score -1296767 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 6627 members 
Entering Unmasked Estep 
Score: -1286974.875000 Penalty: 4709.031250
	Iteration 0F: 3 clusters Score -1286975 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1290013.125000 Penalty: 4709.031250
	Iteration 1F: 3 clusters Score -1290013 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1290474.625000 Penalty: 4709.031250
	Iteration 2F: 3 clusters Score -1290475 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1291023.000000 Penalty: 4709.031250
	Iteration 3F: 3 clusters Score -1291023 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1291829.625000 Penalty: 4709.031250
	Iteration 4F: 3 clusters Score -1291830 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1292743.375000 Penalty: 4709.031250
	Iteration 5F: 3 clusters Score -1292743 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1293679.750000 Penalty: 4709.031250
	Iteration 6F: 3 clusters Score -1293680 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1294675.750000 Penalty: 4709.031250
	Iteration 7F: 3 clusters Score -1294676 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1295442.875000 Penalty: 4709.031250
	Iteration 8F: 3 clusters Score -1295443 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1295932.500000 Penalty: 4709.031250
	Iteration 9Q: 3 clusters Score -1295932 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1296235.875000 Penalty: 4709.031250
	Iteration 10Q: 3 clusters Score -1296236 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1296411.000000 Penalty: 4709.031250
	Iteration 11Q: 3 clusters Score -1296411 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1296516.875000 Penalty: 4709.031250
	Iteration 12Q: 3 clusters Score -1296517 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1296581.500000 Penalty: 4709.031250
	Iteration 13Q: 3 clusters Score -1296582 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1296636.500000 Penalty: 4709.031250
	Iteration 14Q: 3 clusters Score -1296636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1296699.875000 Penalty: 4709.031250
	Iteration 15Q: 3 clusters Score -1296700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1296761.375000 Penalty: 4709.031250
	Iteration 16Q: 3 clusters Score -1296761 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1296828.250000 Penalty: 4709.031250
	Iteration 17Q: 3 clusters Score -1296828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1296899.750000 Penalty: 4709.031250
	Iteration 18Q: 3 clusters Score -1296900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1296964.125000 Penalty: 4709.031250
	Iteration 19Q: 3 clusters Score -1296964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1297025.750000 Penalty: 4709.031250
	Iteration 20F: 3 clusters Score -1297026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1297072.750000 Penalty: 4709.031250
	Iteration 21Q: 3 clusters Score -1297073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1297092.750000 Penalty: 4709.031250
	Iteration 22Q: 3 clusters Score -1297093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1297112.750000 Penalty: 4709.031250
	Iteration 23Q: 3 clusters Score -1297113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1297122.375000 Penalty: 4709.031250
	Iteration 24Q: 3 clusters Score -1297122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1297131.750000 Penalty: 4709.031250
	Iteration 25Q: 3 clusters Score -1297132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1297139.500000 Penalty: 4709.031250
	Iteration 26Q: 3 clusters Score -1297140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1297144.750000 Penalty: 4709.031250
	Iteration 27Q: 3 clusters Score -1297145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1297150.875000 Penalty: 4709.031250
	Iteration 28Q: 3 clusters Score -1297151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1297153.375000 Penalty: 4709.031250
	Iteration 29Q: 3 clusters Score -1297153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1297159.750000 Penalty: 4709.031250
	Iteration 30Q: 3 clusters Score -1297160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1297159.750000 Penalty: 4709.031250
	Iteration 31Q: 3 clusters Score -1297160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1297165.375000 Penalty: 4709.031250
	Iteration 32Q: 3 clusters Score -1297165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1297162.750000 Penalty: 4709.031250
	Iteration 33Q: 3 clusters Score -1297163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1297163.875000 Penalty: 4709.031250
	Iteration 34Q: 3 clusters Score -1297164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1297166.875000 Penalty: 4709.031250
	Iteration 35Q: 3 clusters Score -1297167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1297172.000000 Penalty: 4709.031250
	Iteration 36Q: 3 clusters Score -1297172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1297176.000000 Penalty: 4709.031250
	Iteration 37Q: 3 clusters Score -1297176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1297179.875000 Penalty: 4709.031250
	Iteration 38Q: 3 clusters Score -1297180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1297183.375000 Penalty: 4709.031250
	Iteration 39Q: 3 clusters Score -1297183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1297187.000000 Penalty: 4709.031250
	Iteration 40F: 3 clusters Score -1297187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1297185.875000 Penalty: 4709.031250
	Iteration 41Q: 3 clusters Score -1297186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1297184.000000 Penalty: 4709.031250
	Iteration 42Q: 3 clusters Score -1297184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1297186.375000 Penalty: 4709.031250
	Iteration 43Q: 3 clusters Score -1297186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1297187.625000 Penalty: 4709.031250
	Iteration 44Q: 3 clusters Score -1297188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1297187.250000 Penalty: 4709.031250
	Iteration 45Q: 3 clusters Score -1297187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1297189.875000 Penalty: 4709.031250
	Iteration 46Q: 3 clusters Score -1297190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1297189.500000 Penalty: 4709.031250
	Iteration 47Q: 3 clusters Score -1297190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1297189.750000 Penalty: 4709.031250
	Iteration 48Q: 3 clusters Score -1297190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1297189.875000 Penalty: 4709.031250
	Iteration 49Q: 3 clusters Score -1297190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1297191.125000 Penalty: 4709.031250
	Iteration 50Q: 3 clusters Score -1297191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1297190.000000 Penalty: 4709.031250
	Iteration 51Q: 3 clusters Score -1297190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1297190.375000 Penalty: 4709.031250
	Iteration 52Q: 3 clusters Score -1297190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1297193.500000 Penalty: 4709.031250
	Iteration 53Q: 3 clusters Score -1297194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1297192.750000 Penalty: 4709.031250
	Iteration 54Q: 3 clusters Score -1297193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1297192.750000 Penalty: 4709.031250
	Iteration 55F: 3 clusters Score -1297193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Entering Unmasked Estep 
Score: -96130152.000000 Penalty: 150709.500000
Splitting cluster 26 changes total score from -96113408.000000 to -96130152.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -481856.062500 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -481856.1 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 2959 members 
Entering Unmasked Estep 
Score: -476886.812500 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -476886.8 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -478847.312500 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -478847.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -479734.937500 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -479734.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -480537.250000 Penalty: 4306.286621
	Iteration 3F: 3 clusters Score -480537.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -481169.437500 Penalty: 4306.286621
	Iteration 4F: 3 clusters Score -481169.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -481690.406250 Penalty: 4306.286621
	Iteration 5F: 3 clusters Score -481690.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -481976.343750 Penalty: 4306.286621
	Iteration 6Q: 3 clusters Score -481976.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -482129.156250 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -482129.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -482213.718750 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -482213.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -482269.312500 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -482269.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -482309.031250 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -482309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -482329.093750 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -482329.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -482345.843750 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -482345.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -482363.781250 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -482363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -482391.593750 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -482391.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -482425.781250 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -482425.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -482471.218750 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -482471.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -482525.062500 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -482525.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -482557.718750 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -482557.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -482592.687500 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -482592.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -482627.906250 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -482627.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -482646.093750 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -482646.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -482656.937500 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -482656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -482661.406250 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -482661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -482665.687500 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -482665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -482669.625000 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -482669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -482671.656250 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -482671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -482673.656250 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -482673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482674.156250 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -482674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482674.156250 Penalty: 4306.286621
	Iteration 29F: 3 clusters Score -482674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Entering Unmasked Estep 
Score: -96129576.000000 Penalty: 154134.718750
Splitting cluster 27 changes total score from -96113408.000000 to -96129576.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 28 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -606540.000000 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -606540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -601184.875000 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -601184.9 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -602812.000000 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -602812 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -603379.062500 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -603379.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -603944.625000 Penalty: 4341.280273
	Iteration 3F: 3 clusters Score -603944.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -604408.687500 Penalty: 4341.280273
	Iteration 4F: 3 clusters Score -604408.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -604803.562500 Penalty: 4341.280273
	Iteration 5F: 3 clusters Score -604803.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -605097.750000 Penalty: 4341.280273
	Iteration 6F: 3 clusters Score -605097.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -605370.312500 Penalty: 4341.280273
	Iteration 7Q: 3 clusters Score -605370.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -605741.125000 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -605741.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -605986.812500 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -605986.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -606084.937500 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -606084.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -606155.625000 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -606155.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -606244.312500 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -606244.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -606340.437500 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -606340.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -606430.125000 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -606430.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -606485.500000 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -606485.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -606518.750000 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -606518.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -606540.062500 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -606540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -606552.375000 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -606552.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -606560.500000 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -606560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -606565.000000 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -606565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -606567.875000 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -606567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -606570.500000 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -606570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -606571.000000 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -606571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -606570.750000 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -606570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -606570.937500 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -606570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -606570.937500 Penalty: 4341.280273
	Iteration 26F: 3 clusters Score -606570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 3913 members 
Entering Unmasked Estep 
Score: -96128248.000000 Penalty: 157559.937500
Splitting cluster 28 changes total score from -96113408.000000 to -96128248.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (10384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Entering Unmasked Estep 
Score: -970765.375000 Penalty: 2293.509277
	Iteration 0F: 2 clusters Score -970765.4 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 5170 members 
Entering Unmasked Estep 
Score: -962864.437500 Penalty: 4587.018555
	Iteration 0F: 3 clusters Score -962864.4 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -965276.250000 Penalty: 4587.018555
	Iteration 1F: 3 clusters Score -965276.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -965883.062500 Penalty: 4587.018555
	Iteration 2F: 3 clusters Score -965883.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -966519.062500 Penalty: 4587.018555
	Iteration 3F: 3 clusters Score -966519.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -967242.562500 Penalty: 4587.018555
	Iteration 4F: 3 clusters Score -967242.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -968133.687500 Penalty: 4587.018555
	Iteration 5F: 3 clusters Score -968133.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -969048.312500 Penalty: 4587.018555
	Iteration 6F: 3 clusters Score -969048.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -969757.000000 Penalty: 4587.018555
	Iteration 7F: 3 clusters Score -969757 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -970210.000000 Penalty: 4587.018555
	Iteration 8F: 3 clusters Score -970210 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -970508.687500 Penalty: 4587.018555
	Iteration 9Q: 3 clusters Score -970508.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -970738.125000 Penalty: 4587.018555
	Iteration 10Q: 3 clusters Score -970738.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -970930.125000 Penalty: 4587.018555
	Iteration 11Q: 3 clusters Score -970930.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -971116.750000 Penalty: 4587.018555
	Iteration 12Q: 3 clusters Score -971116.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -971289.500000 Penalty: 4587.018555
	Iteration 13Q: 3 clusters Score -971289.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -971429.187500 Penalty: 4587.018555
	Iteration 14Q: 3 clusters Score -971429.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -971586.875000 Penalty: 4587.018555
	Iteration 15Q: 3 clusters Score -971586.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -971713.562500 Penalty: 4587.018555
	Iteration 16Q: 3 clusters Score -971713.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -971796.687500 Penalty: 4587.018555
	Iteration 17Q: 3 clusters Score -971796.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -971868.750000 Penalty: 4587.018555
	Iteration 18Q: 3 clusters Score -971868.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -971917.687500 Penalty: 4587.018555
	Iteration 19Q: 3 clusters Score -971917.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -971950.312500 Penalty: 4587.018555
	Iteration 20F: 3 clusters Score -971950.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -971970.937500 Penalty: 4587.018555
	Iteration 21Q: 3 clusters Score -971970.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -971986.250000 Penalty: 4587.018555
	Iteration 22Q: 3 clusters Score -971986.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -972003.375000 Penalty: 4587.018555
	Iteration 23Q: 3 clusters Score -972003.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -972015.250000 Penalty: 4587.018555
	Iteration 24Q: 3 clusters Score -972015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -972020.375000 Penalty: 4587.018555
	Iteration 25Q: 3 clusters Score -972020.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -972022.312500 Penalty: 4587.018555
	Iteration 26Q: 3 clusters Score -972022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -972022.625000 Penalty: 4587.018555
	Iteration 27Q: 3 clusters Score -972022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -972024.687500 Penalty: 4587.018555
	Iteration 28Q: 3 clusters Score -972024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -972026.437500 Penalty: 4587.018555
	Iteration 29Q: 3 clusters Score -972026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -972027.750000 Penalty: 4587.018555
	Iteration 30Q: 3 clusters Score -972027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -972027.750000 Penalty: 4587.018555
	Iteration 31F: 3 clusters Score -972027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 40590 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 3913 members 
Mstep: Class 47 contains 7341 members 
Entering Unmasked Estep 
Score: -96128296.000000 Penalty: 160985.156250
Splitting cluster 29 changes total score from -96113408.000000 to -96128296.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 30 (40590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Entering Unmasked Estep 
Score: -3662196.500000 Penalty: 2631.596680
	Iteration 0F: 2 clusters Score -3662196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3634693.000000 Penalty: 5263.193359
	Iteration 0F: 3 clusters Score -3634693 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3645782.250000 Penalty: 5263.193359
	Iteration 1F: 3 clusters Score -3645782 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3647856.000000 Penalty: 5263.193359
	Iteration 2F: 3 clusters Score -3647856 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3650977.250000 Penalty: 5263.193359
	Iteration 3F: 3 clusters Score -3650977 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3654270.750000 Penalty: 5263.193359
	Iteration 4F: 3 clusters Score -3654271 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3656888.750000 Penalty: 5263.193359
	Iteration 5F: 3 clusters Score -3656889 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3658752.500000 Penalty: 5263.193359
	Iteration 6F: 3 clusters Score -3658752 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3660042.500000 Penalty: 5263.193359
	Iteration 7Q: 3 clusters Score -3660042 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3660836.500000 Penalty: 5263.193359
	Iteration 8Q: 3 clusters Score -3660836 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3661277.000000 Penalty: 5263.193359
	Iteration 9Q: 3 clusters Score -3661277 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3661548.250000 Penalty: 5263.193359
	Iteration 10Q: 3 clusters Score -3661548 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3661787.250000 Penalty: 5263.193359
	Iteration 11Q: 3 clusters Score -3661787 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3661994.750000 Penalty: 5263.193359
	Iteration 12Q: 3 clusters Score -3661995 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3662193.250000 Penalty: 5263.193359
	Iteration 13Q: 3 clusters Score -3662193 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3662388.500000 Penalty: 5263.193359
	Iteration 14Q: 3 clusters Score -3662388 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3662553.250000 Penalty: 5263.193359
	Iteration 15Q: 3 clusters Score -3662553 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3662734.250000 Penalty: 5263.193359
	Iteration 16Q: 3 clusters Score -3662734 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3662972.750000 Penalty: 5263.193359
	Iteration 17Q: 3 clusters Score -3662973 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3663176.750000 Penalty: 5263.193359
	Iteration 18Q: 3 clusters Score -3663177 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3663431.500000 Penalty: 5263.193359
	Iteration 19Q: 3 clusters Score -3663432 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3663655.250000 Penalty: 5263.193359
	Iteration 20F: 3 clusters Score -3663655 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3663840.000000 Penalty: 5263.193359
	Iteration 21Q: 3 clusters Score -3663840 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3663992.500000 Penalty: 5263.193359
	Iteration 22Q: 3 clusters Score -3663992 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3664086.250000 Penalty: 5263.193359
	Iteration 23Q: 3 clusters Score -3664086 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3664176.750000 Penalty: 5263.193359
	Iteration 24Q: 3 clusters Score -3664177 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3664250.750000 Penalty: 5263.193359
	Iteration 25Q: 3 clusters Score -3664251 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3664304.750000 Penalty: 5263.193359
	Iteration 26Q: 3 clusters Score -3664305 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3664394.750000 Penalty: 5263.193359
	Iteration 27Q: 3 clusters Score -3664395 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3664447.250000 Penalty: 5263.193359
	Iteration 28Q: 3 clusters Score -3664447 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3664508.500000 Penalty: 5263.193359
	Iteration 29Q: 3 clusters Score -3664508 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3664575.000000 Penalty: 5263.193359
	Iteration 30Q: 3 clusters Score -3664575 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3664673.750000 Penalty: 5263.193359
	Iteration 31Q: 3 clusters Score -3664674 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3664774.500000 Penalty: 5263.193359
	Iteration 32Q: 3 clusters Score -3664774 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3664849.500000 Penalty: 5263.193359
	Iteration 33Q: 3 clusters Score -3664850 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3664931.500000 Penalty: 5263.193359
	Iteration 34Q: 3 clusters Score -3664932 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3664975.750000 Penalty: 5263.193359
	Iteration 35Q: 3 clusters Score -3664976 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3665049.750000 Penalty: 5263.193359
	Iteration 36Q: 3 clusters Score -3665050 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3665128.750000 Penalty: 5263.193359
	Iteration 37Q: 3 clusters Score -3665129 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3665205.750000 Penalty: 5263.193359
	Iteration 38Q: 3 clusters Score -3665206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3665274.250000 Penalty: 5263.193359
	Iteration 39Q: 3 clusters Score -3665274 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3665383.000000 Penalty: 5263.193359
	Iteration 40F: 3 clusters Score -3665383 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3665494.250000 Penalty: 5263.193359
	Iteration 41Q: 3 clusters Score -3665494 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3665602.250000 Penalty: 5263.193359
	Iteration 42Q: 3 clusters Score -3665602 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3665760.250000 Penalty: 5263.193359
	Iteration 43Q: 3 clusters Score -3665760 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3665969.000000 Penalty: 5263.193359
	Iteration 44Q: 3 clusters Score -3665969 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3666166.250000 Penalty: 5263.193359
	Iteration 45Q: 3 clusters Score -3666166 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3666362.750000 Penalty: 5263.193359
	Iteration 46Q: 3 clusters Score -3666363 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3666584.000000 Penalty: 5263.193359
	Iteration 47Q: 3 clusters Score -3666584 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3666787.750000 Penalty: 5263.193359
	Iteration 48Q: 3 clusters Score -3666788 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3667014.750000 Penalty: 5263.193359
	Iteration 49Q: 3 clusters Score -3667015 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3667204.250000 Penalty: 5263.193359
	Iteration 50Q: 3 clusters Score -3667204 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3667319.500000 Penalty: 5263.193359
	Iteration 51Q: 3 clusters Score -3667320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3667372.500000 Penalty: 5263.193359
	Iteration 52Q: 3 clusters Score -3667372 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3667411.500000 Penalty: 5263.193359
	Iteration 53Q: 3 clusters Score -3667412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3667440.250000 Penalty: 5263.193359
	Iteration 54Q: 3 clusters Score -3667440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3667447.500000 Penalty: 5263.193359
	Iteration 55Q: 3 clusters Score -3667448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3667452.500000 Penalty: 5263.193359
	Iteration 56Q: 3 clusters Score -3667452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3667455.750000 Penalty: 5263.193359
	Iteration 57Q: 3 clusters Score -3667456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3667453.250000 Penalty: 5263.193359
	Iteration 58Q: 3 clusters Score -3667453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3667458.000000 Penalty: 5263.193359
	Iteration 59Q: 3 clusters Score -3667458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3667465.250000 Penalty: 5263.193359
	Iteration 60F: 3 clusters Score -3667465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3667466.750000 Penalty: 5263.193359
	Iteration 61Q: 3 clusters Score -3667467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3667465.250000 Penalty: 5263.193359
	Iteration 62Q: 3 clusters Score -3667465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3667475.500000 Penalty: 5263.193359
	Iteration 63Q: 3 clusters Score -3667476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3667472.250000 Penalty: 5263.193359
	Iteration 64Q: 3 clusters Score -3667472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3667466.500000 Penalty: 5263.193359
	Iteration 65Q: 3 clusters Score -3667466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3667467.250000 Penalty: 5263.193359
	Iteration 66Q: 3 clusters Score -3667467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3667466.000000 Penalty: 5263.193359
	Iteration 67Q: 3 clusters Score -3667466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3667469.250000 Penalty: 5263.193359
	Iteration 68Q: 3 clusters Score -3667469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3667471.000000 Penalty: 5263.193359
	Iteration 69Q: 3 clusters Score -3667471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3667467.000000 Penalty: 5263.193359
	Iteration 70Q: 3 clusters Score -3667467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3667469.000000 Penalty: 5263.193359
	Iteration 71Q: 3 clusters Score -3667469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3667469.000000 Penalty: 5263.193359
	Iteration 72F: 3 clusters Score -3667469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 17448 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 3913 members 
Mstep: Class 47 contains 7341 members 
Mstep: Class 48 contains 23142 members 
Entering Unmasked Estep 
Score: -96133016.000000 Penalty: 164410.359375
Splitting cluster 30 changes total score from -96113408.000000 to -96133016.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -714349.750000 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -714349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -708490.625000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -708490.6 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -710048.312500 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -710048.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -710366.062500 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -710366.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -710731.937500 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -710731.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -711128.562500 Penalty: 4408.959961
	Iteration 4F: 3 clusters Score -711128.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -711673.250000 Penalty: 4408.959961
	Iteration 5F: 3 clusters Score -711673.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -712505.187500 Penalty: 4408.959961
	Iteration 6F: 3 clusters Score -712505.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -713642.187500 Penalty: 4408.959961
	Iteration 7F: 3 clusters Score -713642.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -714420.312500 Penalty: 4408.959961
	Iteration 8F: 3 clusters Score -714420.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -714894.375000 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -714894.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -715217.062500 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -715217.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -715447.250000 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -715447.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -715609.062500 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -715609.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -715739.250000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -715739.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -715825.062500 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -715825.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -715873.937500 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -715873.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -715894.375000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -715894.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -715896.937500 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -715896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -715894.875000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -715894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -715897.937500 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -715897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -715899.250000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -715899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -715900.125000 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -715900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -715901.750000 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -715901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -715900.375000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -715900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -715902.062500 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -715902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -715902.062500 Penalty: 4408.959961
	Iteration 25F: 3 clusters Score -715902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 17448 members 
Mstep: Class 31 contains 5096 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 3913 members 
Mstep: Class 47 contains 7341 members 
Mstep: Class 48 contains 23142 members 
Mstep: Class 49 contains 2156 members 
Entering Unmasked Estep 
Score: -96133376.000000 Penalty: 167835.578125
Splitting cluster 31 changes total score from -96113408.000000 to -96133376.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 32 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -113652.492188 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -113652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111562.406250 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -111562.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -112317.742188 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -112317.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -112937.164062 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -112937.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -113472.117188 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -113472.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -113951.468750 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -113951.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -114319.187500 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -114319.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -114534.710938 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -114534.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -114562.781250 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -114562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -114579.734375 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -114579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114593.750000 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -114593.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -114607.398438 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -114607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -114620.210938 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -114620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -114635.140625 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -114635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -114638.750000 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -114638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114639.703125 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -114639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114644.421875 Penalty: 3562.446533
	Iteration 15F: 3 clusters Score -114644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -114647.867188 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -114647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -114649.171875 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -114649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -114649.171875 Penalty: 3562.446533
	Iteration 18F: 3 clusters Score -114649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 17448 members 
Mstep: Class 31 contains 5096 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 50322 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 3913 members 
Mstep: Class 47 contains 7341 members 
Mstep: Class 48 contains 23142 members 
Mstep: Class 49 contains 2156 members 
Mstep: Class 50 contains 904 members 
Entering Unmasked Estep 
Score: -96132384.000000 Penalty: 171260.796875
Splitting cluster 32 changes total score from -96113408.000000 to -96132384.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 33 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -373025.625000 Penalty: 2039.725586
	Iteration 0F: 2 clusters Score -373025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -369337.937500 Penalty: 4079.451172
	Iteration 0F: 3 clusters Score -369337.9 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -370142.687500 Penalty: 4079.451172
	Iteration 1F: 3 clusters Score -370142.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -370358.281250 Penalty: 4079.451172
	Iteration 2F: 3 clusters Score -370358.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -370529.312500 Penalty: 4079.451172
	Iteration 3F: 3 clusters Score -370529.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -370720.468750 Penalty: 4079.451172
	Iteration 4F: 3 clusters Score -370720.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -370900.562500 Penalty: 4079.451172
	Iteration 5F: 3 clusters Score -370900.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -371049.781250 Penalty: 4079.451172
	Iteration 6Q: 3 clusters Score -371049.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371178.343750 Penalty: 4079.451172
	Iteration 7Q: 3 clusters Score -371178.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -371284.281250 Penalty: 4079.451172
	Iteration 8Q: 3 clusters Score -371284.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -371358.093750 Penalty: 4079.451172
	Iteration 9Q: 3 clusters Score -371358.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -371401.093750 Penalty: 4079.451172
	Iteration 10Q: 3 clusters Score -371401.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -371439.437500 Penalty: 4079.451172
	Iteration 11Q: 3 clusters Score -371439.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -371465.687500 Penalty: 4079.451172
	Iteration 12Q: 3 clusters Score -371465.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -371486.750000 Penalty: 4079.451172
	Iteration 13Q: 3 clusters Score -371486.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -371502.937500 Penalty: 4079.451172
	Iteration 14Q: 3 clusters Score -371502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -371510.406250 Penalty: 4079.451172
	Iteration 15Q: 3 clusters Score -371510.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -371516.281250 Penalty: 4079.451172
	Iteration 16Q: 3 clusters Score -371516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -371520.687500 Penalty: 4079.451172
	Iteration 17Q: 3 clusters Score -371520.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -371521.437500 Penalty: 4079.451172
	Iteration 18Q: 3 clusters Score -371521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -371522.687500 Penalty: 4079.451172
	Iteration 19Q: 3 clusters Score -371522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -371526.093750 Penalty: 4079.451172
	Iteration 20F: 3 clusters Score -371526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -371530.906250 Penalty: 4079.451172
	Iteration 21Q: 3 clusters Score -371530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -371536.187500 Penalty: 4079.451172
	Iteration 22Q: 3 clusters Score -371536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -371539.375000 Penalty: 4079.451172
	Iteration 23Q: 3 clusters Score -371539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -371542.250000 Penalty: 4079.451172
	Iteration 24Q: 3 clusters Score -371542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -371544.375000 Penalty: 4079.451172
	Iteration 25Q: 3 clusters Score -371544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -371544.937500 Penalty: 4079.451172
	Iteration 26Q: 3 clusters Score -371544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -371548.500000 Penalty: 4079.451172
	Iteration 27Q: 3 clusters Score -371548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -371551.500000 Penalty: 4079.451172
	Iteration 28Q: 3 clusters Score -371551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -371553.968750 Penalty: 4079.451172
	Iteration 29Q: 3 clusters Score -371554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -371554.625000 Penalty: 4079.451172
	Iteration 30Q: 3 clusters Score -371554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -371554.625000 Penalty: 4079.451172
	Iteration 31F: 3 clusters Score -371554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (50322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Entering Unmasked Estep 
Score: -4663095.000000 Penalty: 2684.896973
	Iteration 0F: 2 clusters Score -4663095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4629328.500000 Penalty: 5369.793945
	Iteration 0F: 3 clusters Score -4629328 nChanged 23136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4643893.500000 Penalty: 5369.793945
	Iteration 1F: 3 clusters Score -4643894 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -4647049.000000 Penalty: 5369.793945
	Iteration 2F: 3 clusters Score -4647049 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4650268.500000 Penalty: 5369.793945
	Iteration 3F: 3 clusters Score -4650268 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -4652994.500000 Penalty: 5369.793945
	Iteration 4F: 3 clusters Score -4652994 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4655429.000000 Penalty: 5369.793945
	Iteration 5F: 3 clusters Score -4655429 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4657787.500000 Penalty: 5369.793945
	Iteration 6F: 3 clusters Score -4657788 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4660069.000000 Penalty: 5369.793945
	Iteration 7F: 3 clusters Score -4660069 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -4661869.000000 Penalty: 5369.793945
	Iteration 8Q: 3 clusters Score -4661869 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4662986.500000 Penalty: 5369.793945
	Iteration 9Q: 3 clusters Score -4662986 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -4663645.000000 Penalty: 5369.793945
	Iteration 10Q: 3 clusters Score -4663645 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -4664250.000000 Penalty: 5369.793945
	Iteration 11Q: 3 clusters Score -4664250 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4664746.000000 Penalty: 5369.793945
	Iteration 12Q: 3 clusters Score -4664746 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4665254.000000 Penalty: 5369.793945
	Iteration 13Q: 3 clusters Score -4665254 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -4665691.000000 Penalty: 5369.793945
	Iteration 14Q: 3 clusters Score -4665691 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -4666131.500000 Penalty: 5369.793945
	Iteration 15Q: 3 clusters Score -4666132 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -4666568.000000 Penalty: 5369.793945
	Iteration 16Q: 3 clusters Score -4666568 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -4666931.500000 Penalty: 5369.793945
	Iteration 17Q: 3 clusters Score -4666932 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -4667163.500000 Penalty: 5369.793945
	Iteration 18Q: 3 clusters Score -4667164 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -4667284.500000 Penalty: 5369.793945
	Iteration 19Q: 3 clusters Score -4667284 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4667365.000000 Penalty: 5369.793945
	Iteration 20F: 3 clusters Score -4667365 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -4667384.500000 Penalty: 5369.793945
	Iteration 21Q: 3 clusters Score -4667384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -4667401.000000 Penalty: 5369.793945
	Iteration 22Q: 3 clusters Score -4667401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -4667419.000000 Penalty: 5369.793945
	Iteration 23Q: 3 clusters Score -4667419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -4667437.500000 Penalty: 5369.793945
	Iteration 24Q: 3 clusters Score -4667438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -4667422.000000 Penalty: 5369.793945
	Iteration 25Q: 3 clusters Score -4667422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -4667428.000000 Penalty: 5369.793945
	Iteration 26Q: 3 clusters Score -4667428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -4667445.000000 Penalty: 5369.793945
	Iteration 27Q: 3 clusters Score -4667445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -4667446.500000 Penalty: 5369.793945
	Iteration 28Q: 3 clusters Score -4667446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -4667450.500000 Penalty: 5369.793945
	Iteration 29Q: 3 clusters Score -4667450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -4667453.000000 Penalty: 5369.793945
	Iteration 30Q: 3 clusters Score -4667453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -4667452.000000 Penalty: 5369.793945
	Iteration 31Q: 3 clusters Score -4667452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -4667456.000000 Penalty: 5369.793945
	Iteration 32Q: 3 clusters Score -4667456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4667452.500000 Penalty: 5369.793945
	Iteration 33Q: 3 clusters Score -4667452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4667457.500000 Penalty: 5369.793945
	Iteration 34Q: 3 clusters Score -4667458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -4667465.000000 Penalty: 5369.793945
	Iteration 35Q: 3 clusters Score -4667465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -4667460.500000 Penalty: 5369.793945
	Iteration 36Q: 3 clusters Score -4667460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -4667462.000000 Penalty: 5369.793945
	Iteration 37Q: 3 clusters Score -4667462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -4667466.000000 Penalty: 5369.793945
	Iteration 38Q: 3 clusters Score -4667466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -4667466.000000 Penalty: 5369.793945
	Iteration 39F: 3 clusters Score -4667466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 17448 members 
Mstep: Class 31 contains 5096 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 4393 members 
Mstep: Class 35 contains 7811 members 
Mstep: Class 36 contains 8339 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 8969 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 17865 members 
Mstep: Class 42 contains 35027 members 
Mstep: Class 43 contains 33821 members 
Mstep: Class 44 contains 2295 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 3913 members 
Mstep: Class 47 contains 7341 members 
Mstep: Class 48 contains 23142 members 
Mstep: Class 49 contains 2156 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 45929 members 
Entering Unmasked Estep 
Score: -96135992.000000 Penalty: 174686.015625
Splitting cluster 34 changes total score from -96113408.000000 to -96135992.000000
So it's getting split into cluster 51.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 253657 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 104837 members 
Mstep: Class 16 contains 79897 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 17448 members 
Mstep: Class 31 contains 5096 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96146080.000000 Penalty: 174686.015625
Iteration 79Q: 52 clusters Score -9.614608e+07 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 254514 members 
Mstep: Class 3 contains 9861 members 
Mstep: Class 4 contains 7092 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 1937 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 12487 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 12060 members 
Mstep: Class 14 contains 87681 members 
Mstep: Class 15 contains 104932 members 
Mstep: Class 16 contains 79449 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 12546 members 
Mstep: Class 22 contains 6112 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 8780 members 
Mstep: Class 25 contains 7580 members 
Mstep: Class 26 contains 11304 members 
Mstep: Class 27 contains 4817 members 
Mstep: Class 28 contains 2456 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 18422 members 
Mstep: Class 31 contains 5132 members 
Mstep: Class 32 contains 413 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 7142 members 
Mstep: Class 36 contains 8427 members 
Mstep: Class 37 contains 4497 members 
Mstep: Class 38 contains 5883 members 
Mstep: Class 39 contains 8975 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 17717 members 
Mstep: Class 42 contains 34776 members 
Mstep: Class 43 contains 32941 members 
Mstep: Class 44 contains 2239 members 
Mstep: Class 45 contains 1548 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 6850 members 
Mstep: Class 48 contains 22187 members 
Mstep: Class 49 contains 1937 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 44862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96154312.000000 Penalty: 174686.015625
Iteration 80F: 52 clusters Score -9.615431e+07 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 253643 members 
Mstep: Class 3 contains 9543 members 
Mstep: Class 4 contains 6910 members 
Mstep: Class 5 contains 11985 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 2170 members 
Mstep: Class 10 contains 15006 members 
Mstep: Class 11 contains 12324 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 87494 members 
Mstep: Class 15 contains 103605 members 
Mstep: Class 16 contains 78960 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 12483 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 7578 members 
Mstep: Class 26 contains 11251 members 
Mstep: Class 27 contains 5057 members 
Mstep: Class 28 contains 2432 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 18582 members 
Mstep: Class 31 contains 5129 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 4560 members 
Mstep: Class 35 contains 7134 members 
Mstep: Class 36 contains 8855 members 
Mstep: Class 37 contains 4631 members 
Mstep: Class 38 contains 6016 members 
Mstep: Class 39 contains 9053 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 18037 members 
Mstep: Class 42 contains 35035 members 
Mstep: Class 43 contains 33442 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 1723 members 
Mstep: Class 46 contains 3840 members 
Mstep: Class 47 contains 6999 members 
Mstep: Class 48 contains 23210 members 
Mstep: Class 49 contains 2036 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 45882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96157720.000000 Penalty: 174686.015625
Iteration 81Q: 52 clusters Score -9.615772e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 252962 members 
Mstep: Class 3 contains 9317 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 11977 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 8143 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 9268 members 
Mstep: Class 13 contains 12127 members 
Mstep: Class 14 contains 87286 members 
Mstep: Class 15 contains 102635 members 
Mstep: Class 16 contains 78660 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 5666 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 12446 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 7969 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 7577 members 
Mstep: Class 26 contains 11229 members 
Mstep: Class 27 contains 5343 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3097 members 
Mstep: Class 30 contains 18802 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 4631 members 
Mstep: Class 35 contains 7076 members 
Mstep: Class 36 contains 9121 members 
Mstep: Class 37 contains 4717 members 
Mstep: Class 38 contains 6061 members 
Mstep: Class 39 contains 9096 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 18167 members 
Mstep: Class 42 contains 35229 members 
Mstep: Class 43 contains 33741 members 
Mstep: Class 44 contains 2237 members 
Mstep: Class 45 contains 1792 members 
Mstep: Class 46 contains 3852 members 
Mstep: Class 47 contains 7061 members 
Mstep: Class 48 contains 23869 members 
Mstep: Class 49 contains 2057 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 46734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96159224.000000 Penalty: 174686.015625
Iteration 82Q: 52 clusters Score -9.615922e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 252496 members 
Mstep: Class 3 contains 9132 members 
Mstep: Class 4 contains 6753 members 
Mstep: Class 5 contains 11974 members 
Mstep: Class 6 contains 1805 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 2152 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 11 contains 12124 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 12142 members 
Mstep: Class 14 contains 87079 members 
Mstep: Class 15 contains 101916 members 
Mstep: Class 16 contains 78459 members 
Mstep: Class 17 contains 927 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 5686 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 12404 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 8760 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 11221 members 
Mstep: Class 27 contains 5622 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 18974 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 4688 members 
Mstep: Class 35 contains 7020 members 
Mstep: Class 36 contains 9268 members 
Mstep: Class 37 contains 4798 members 
Mstep: Class 38 contains 6084 members 
Mstep: Class 39 contains 9132 members 
Mstep: Class 40 contains 449 members 
Mstep: Class 41 contains 18247 members 
Mstep: Class 42 contains 35384 members 
Mstep: Class 43 contains 33877 members 
Mstep: Class 44 contains 2237 members 
Mstep: Class 45 contains 1819 members 
Mstep: Class 46 contains 3845 members 
Mstep: Class 47 contains 7107 members 
Mstep: Class 48 contains 24327 members 
Mstep: Class 49 contains 2070 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 47382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96160616.000000 Penalty: 174686.015625
Iteration 83Q: 52 clusters Score -9.616062e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 252143 members 
Mstep: Class 3 contains 8971 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 11966 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 12047 members 
Mstep: Class 12 contains 9216 members 
Mstep: Class 13 contains 12151 members 
Mstep: Class 14 contains 86894 members 
Mstep: Class 15 contains 101339 members 
Mstep: Class 16 contains 78294 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 7632 members 
Mstep: Class 19 contains 5701 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 12366 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 7633 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 7563 members 
Mstep: Class 26 contains 11206 members 
Mstep: Class 27 contains 5859 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 19078 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 7006 members 
Mstep: Class 36 contains 9381 members 
Mstep: Class 37 contains 4857 members 
Mstep: Class 38 contains 6097 members 
Mstep: Class 39 contains 9155 members 
Mstep: Class 40 contains 451 members 
Mstep: Class 41 contains 18306 members 
Mstep: Class 42 contains 35524 members 
Mstep: Class 43 contains 33997 members 
Mstep: Class 44 contains 2236 members 
Mstep: Class 45 contains 1854 members 
Mstep: Class 46 contains 3843 members 
Mstep: Class 47 contains 7182 members 
Mstep: Class 48 contains 24707 members 
Mstep: Class 49 contains 2092 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 47885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96161184.000000 Penalty: 174686.015625
Iteration 84Q: 52 clusters Score -9.616118e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 251873 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 6680 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 11980 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 12167 members 
Mstep: Class 14 contains 86733 members 
Mstep: Class 15 contains 100878 members 
Mstep: Class 16 contains 78164 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 7645 members 
Mstep: Class 19 contains 5714 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 12349 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 7491 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 7556 members 
Mstep: Class 26 contains 11185 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 3091 members 
Mstep: Class 30 contains 19151 members 
Mstep: Class 31 contains 5136 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 4809 members 
Mstep: Class 35 contains 6993 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 4898 members 
Mstep: Class 38 contains 6106 members 
Mstep: Class 39 contains 9176 members 
Mstep: Class 40 contains 452 members 
Mstep: Class 41 contains 18326 members 
Mstep: Class 42 contains 35658 members 
Mstep: Class 43 contains 34087 members 
Mstep: Class 44 contains 2235 members 
Mstep: Class 45 contains 1861 members 
Mstep: Class 46 contains 3837 members 
Mstep: Class 47 contains 7220 members 
Mstep: Class 48 contains 24996 members 
Mstep: Class 49 contains 2102 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 48299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96161896.000000 Penalty: 174686.015625
Iteration 85Q: 52 clusters Score -9.61619e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 251619 members 
Mstep: Class 3 contains 8700 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 11952 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 11905 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 12171 members 
Mstep: Class 14 contains 86609 members 
Mstep: Class 15 contains 100480 members 
Mstep: Class 16 contains 78068 members 
Mstep: Class 17 contains 922 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 5728 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 12331 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 7399 members 
Mstep: Class 24 contains 8755 members 
Mstep: Class 25 contains 7549 members 
Mstep: Class 26 contains 11165 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3095 members 
Mstep: Class 30 contains 19223 members 
Mstep: Class 31 contains 5139 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 4857 members 
Mstep: Class 35 contains 6970 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 6119 members 
Mstep: Class 39 contains 9195 members 
Mstep: Class 40 contains 453 members 
Mstep: Class 41 contains 18364 members 
Mstep: Class 42 contains 35768 members 
Mstep: Class 43 contains 34130 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 1862 members 
Mstep: Class 46 contains 3831 members 
Mstep: Class 47 contains 7270 members 
Mstep: Class 48 contains 25258 members 
Mstep: Class 49 contains 2103 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 48664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162136.000000 Penalty: 174686.015625
Iteration 86Q: 52 clusters Score -9.616214e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 251401 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 11949 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 12180 members 
Mstep: Class 14 contains 86510 members 
Mstep: Class 15 contains 100147 members 
Mstep: Class 16 contains 77983 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 7306 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 7543 members 
Mstep: Class 26 contains 11141 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3100 members 
Mstep: Class 30 contains 19281 members 
Mstep: Class 31 contains 5145 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 4889 members 
Mstep: Class 35 contains 6954 members 
Mstep: Class 36 contains 9499 members 
Mstep: Class 37 contains 4953 members 
Mstep: Class 38 contains 6123 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 455 members 
Mstep: Class 41 contains 18405 members 
Mstep: Class 42 contains 35864 members 
Mstep: Class 43 contains 34200 members 
Mstep: Class 44 contains 2236 members 
Mstep: Class 45 contains 1871 members 
Mstep: Class 46 contains 3830 members 
Mstep: Class 47 contains 7317 members 
Mstep: Class 48 contains 25478 members 
Mstep: Class 49 contains 2111 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 48987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162384.000000 Penalty: 174686.015625
Iteration 87Q: 52 clusters Score -9.616238e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 251230 members 
Mstep: Class 3 contains 8505 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 11947 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 86429 members 
Mstep: Class 15 contains 99898 members 
Mstep: Class 16 contains 77897 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 12311 members 
Mstep: Class 22 contains 5744 members 
Mstep: Class 23 contains 7240 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 7534 members 
Mstep: Class 26 contains 11129 members 
Mstep: Class 27 contains 6621 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 19334 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 4916 members 
Mstep: Class 35 contains 6936 members 
Mstep: Class 36 contains 9509 members 
Mstep: Class 37 contains 4968 members 
Mstep: Class 38 contains 6136 members 
Mstep: Class 39 contains 9216 members 
Mstep: Class 40 contains 458 members 
Mstep: Class 41 contains 18428 members 
Mstep: Class 42 contains 35951 members 
Mstep: Class 43 contains 34236 members 
Mstep: Class 44 contains 2235 members 
Mstep: Class 45 contains 1884 members 
Mstep: Class 46 contains 3827 members 
Mstep: Class 47 contains 7365 members 
Mstep: Class 48 contains 25624 members 
Mstep: Class 49 contains 2115 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 49242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162440.000000 Penalty: 174686.015625
Iteration 88Q: 52 clusters Score -9.616244e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 251086 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 11947 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 86380 members 
Mstep: Class 15 contains 99697 members 
Mstep: Class 16 contains 77826 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 3752 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 5729 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 7528 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 19387 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 6931 members 
Mstep: Class 36 contains 9510 members 
Mstep: Class 37 contains 4975 members 
Mstep: Class 38 contains 6142 members 
Mstep: Class 39 contains 9226 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 18454 members 
Mstep: Class 42 contains 36037 members 
Mstep: Class 43 contains 34233 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 1888 members 
Mstep: Class 46 contains 3823 members 
Mstep: Class 47 contains 7395 members 
Mstep: Class 48 contains 25727 members 
Mstep: Class 49 contains 2116 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 49466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162328.000000 Penalty: 174686.015625
Iteration 89Q: 52 clusters Score -9.616233e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 250957 members 
Mstep: Class 3 contains 8364 members 
Mstep: Class 4 contains 6597 members 
Mstep: Class 5 contains 11944 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 8115 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15056 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 86338 members 
Mstep: Class 15 contains 99534 members 
Mstep: Class 16 contains 77777 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 3781 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 5710 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 8743 members 
Mstep: Class 25 contains 7530 members 
Mstep: Class 26 contains 11109 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 19426 members 
Mstep: Class 31 contains 5151 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 6931 members 
Mstep: Class 36 contains 9499 members 
Mstep: Class 37 contains 4978 members 
Mstep: Class 38 contains 6146 members 
Mstep: Class 39 contains 9231 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 18468 members 
Mstep: Class 42 contains 36135 members 
Mstep: Class 43 contains 34251 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1898 members 
Mstep: Class 46 contains 3822 members 
Mstep: Class 47 contains 7427 members 
Mstep: Class 48 contains 25797 members 
Mstep: Class 49 contains 2118 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 49668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162816.000000 Penalty: 174686.015625
Iteration 90Q: 52 clusters Score -9.616282e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 250846 members 
Mstep: Class 3 contains 8269 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15059 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 9165 members 
Mstep: Class 13 contains 12181 members 
Mstep: Class 14 contains 86309 members 
Mstep: Class 15 contains 99414 members 
Mstep: Class 16 contains 77725 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 3801 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 5698 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 11099 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 19467 members 
Mstep: Class 31 contains 5153 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 4997 members 
Mstep: Class 35 contains 6931 members 
Mstep: Class 36 contains 9488 members 
Mstep: Class 37 contains 4988 members 
Mstep: Class 38 contains 6156 members 
Mstep: Class 39 contains 9240 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18473 members 
Mstep: Class 42 contains 36222 members 
Mstep: Class 43 contains 34245 members 
Mstep: Class 44 contains 2230 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 3824 members 
Mstep: Class 47 contains 7472 members 
Mstep: Class 48 contains 25847 members 
Mstep: Class 49 contains 2119 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 49854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162728.000000 Penalty: 174686.015625
Iteration 91Q: 52 clusters Score -9.616273e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 250766 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 11942 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 7 contains 8127 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15062 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 12183 members 
Mstep: Class 14 contains 86271 members 
Mstep: Class 15 contains 99297 members 
Mstep: Class 16 contains 77688 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 3824 members 
Mstep: Class 21 contains 12251 members 
Mstep: Class 22 contains 5689 members 
Mstep: Class 23 contains 7083 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 11091 members 
Mstep: Class 27 contains 7039 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 19512 members 
Mstep: Class 31 contains 5150 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 5021 members 
Mstep: Class 35 contains 6921 members 
Mstep: Class 36 contains 9486 members 
Mstep: Class 37 contains 4997 members 
Mstep: Class 38 contains 6160 members 
Mstep: Class 39 contains 9247 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18486 members 
Mstep: Class 42 contains 36299 members 
Mstep: Class 43 contains 34229 members 
Mstep: Class 44 contains 2230 members 
Mstep: Class 45 contains 1915 members 
Mstep: Class 46 contains 3822 members 
Mstep: Class 47 contains 7499 members 
Mstep: Class 48 contains 25880 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162784.000000 Penalty: 174686.015625
Iteration 92Q: 52 clusters Score -9.616278e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 250691 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 11940 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15059 members 
Mstep: Class 11 contains 11569 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 12186 members 
Mstep: Class 14 contains 86243 members 
Mstep: Class 15 contains 99181 members 
Mstep: Class 16 contains 77653 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 5749 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 7073 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 7525 members 
Mstep: Class 26 contains 11084 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 19558 members 
Mstep: Class 31 contains 5146 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 5042 members 
Mstep: Class 35 contains 6914 members 
Mstep: Class 36 contains 9483 members 
Mstep: Class 37 contains 5004 members 
Mstep: Class 38 contains 6163 members 
Mstep: Class 39 contains 9252 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18507 members 
Mstep: Class 42 contains 36369 members 
Mstep: Class 43 contains 34197 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3822 members 
Mstep: Class 47 contains 7525 members 
Mstep: Class 48 contains 25944 members 
Mstep: Class 49 contains 2120 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162696.000000 Penalty: 174686.015625
Iteration 93Q: 52 clusters Score -9.61627e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 250613 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 6562 members 
Mstep: Class 5 contains 11938 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 12188 members 
Mstep: Class 14 contains 86219 members 
Mstep: Class 15 contains 99087 members 
Mstep: Class 16 contains 77634 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7668 members 
Mstep: Class 19 contains 5750 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 12230 members 
Mstep: Class 22 contains 5672 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 7525 members 
Mstep: Class 26 contains 11081 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 19561 members 
Mstep: Class 31 contains 5145 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 5066 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 9474 members 
Mstep: Class 37 contains 5008 members 
Mstep: Class 38 contains 6169 members 
Mstep: Class 39 contains 9255 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18518 members 
Mstep: Class 42 contains 36425 members 
Mstep: Class 43 contains 34176 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1914 members 
Mstep: Class 46 contains 3823 members 
Mstep: Class 47 contains 7552 members 
Mstep: Class 48 contains 26001 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96162856.000000 Penalty: 174686.015625
Iteration 94Q: 52 clusters Score -9.616286e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 250549 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 11935 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 11496 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 12192 members 
Mstep: Class 14 contains 86193 members 
Mstep: Class 15 contains 99011 members 
Mstep: Class 16 contains 77615 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7670 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 12225 members 
Mstep: Class 22 contains 5657 members 
Mstep: Class 23 contains 7032 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 11077 members 
Mstep: Class 27 contains 7291 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 19574 members 
Mstep: Class 31 contains 5146 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 5084 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 9459 members 
Mstep: Class 37 contains 5008 members 
Mstep: Class 38 contains 6172 members 
Mstep: Class 39 contains 9258 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18527 members 
Mstep: Class 42 contains 36471 members 
Mstep: Class 43 contains 34177 members 
Mstep: Class 44 contains 2230 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 3821 members 
Mstep: Class 47 contains 7580 members 
Mstep: Class 48 contains 26044 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163008.000000 Penalty: 174686.015625
Iteration 95Q: 52 clusters Score -9.616301e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 250500 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 11935 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8143 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 11445 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 12196 members 
Mstep: Class 14 contains 86172 members 
Mstep: Class 15 contains 98956 members 
Mstep: Class 16 contains 77597 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5755 members 
Mstep: Class 20 contains 3891 members 
Mstep: Class 21 contains 12215 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 11079 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 19594 members 
Mstep: Class 31 contains 5146 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5105 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 5009 members 
Mstep: Class 38 contains 6174 members 
Mstep: Class 39 contains 9260 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18530 members 
Mstep: Class 42 contains 36497 members 
Mstep: Class 43 contains 34172 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 3821 members 
Mstep: Class 47 contains 7604 members 
Mstep: Class 48 contains 26057 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163192.000000 Penalty: 174686.015625
Iteration 96Q: 52 clusters Score -9.616319e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 250452 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 11934 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15059 members 
Mstep: Class 11 contains 11392 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 86158 members 
Mstep: Class 15 contains 98910 members 
Mstep: Class 16 contains 77585 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 5641 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 11076 members 
Mstep: Class 27 contains 7379 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 19610 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5119 members 
Mstep: Class 35 contains 6895 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 5010 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 9262 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18532 members 
Mstep: Class 42 contains 36527 members 
Mstep: Class 43 contains 34169 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 3819 members 
Mstep: Class 47 contains 7621 members 
Mstep: Class 48 contains 26071 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163472.000000 Penalty: 174686.015625
Iteration 97Q: 52 clusters Score -9.616347e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 250400 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 11934 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 86147 members 
Mstep: Class 15 contains 98875 members 
Mstep: Class 16 contains 77577 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 21 contains 12200 members 
Mstep: Class 22 contains 5633 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 7525 members 
Mstep: Class 26 contains 11076 members 
Mstep: Class 27 contains 7401 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 19626 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5132 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 5011 members 
Mstep: Class 38 contains 6189 members 
Mstep: Class 39 contains 9263 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18537 members 
Mstep: Class 42 contains 36543 members 
Mstep: Class 43 contains 34167 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 1916 members 
Mstep: Class 46 contains 3819 members 
Mstep: Class 47 contains 7637 members 
Mstep: Class 48 contains 26083 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163488.000000 Penalty: 174686.015625
Iteration 98Q: 52 clusters Score -9.616349e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 250359 members 
Mstep: Class 3 contains 7803 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 11934 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 2491 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15059 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 12203 members 
Mstep: Class 14 contains 86140 members 
Mstep: Class 15 contains 98843 members 
Mstep: Class 16 contains 77568 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5764 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 12193 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 6991 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 11077 members 
Mstep: Class 27 contains 7423 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 19637 members 
Mstep: Class 31 contains 5145 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5148 members 
Mstep: Class 35 contains 6892 members 
Mstep: Class 36 contains 9443 members 
Mstep: Class 37 contains 5011 members 
Mstep: Class 38 contains 6196 members 
Mstep: Class 39 contains 9265 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18540 members 
Mstep: Class 42 contains 36560 members 
Mstep: Class 43 contains 34158 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 1919 members 
Mstep: Class 46 contains 3819 members 
Mstep: Class 47 contains 7658 members 
Mstep: Class 48 contains 26092 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 50920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163520.000000 Penalty: 174686.015625
Iteration 99Q: 52 clusters Score -9.616352e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 250321 members 
Mstep: Class 3 contains 7762 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 11933 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 86138 members 
Mstep: Class 15 contains 98815 members 
Mstep: Class 16 contains 77561 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 5615 members 
Mstep: Class 23 contains 6992 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 11079 members 
Mstep: Class 27 contains 7433 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 19648 members 
Mstep: Class 31 contains 5143 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5158 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 9446 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 9265 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18540 members 
Mstep: Class 42 contains 36571 members 
Mstep: Class 43 contains 34143 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1921 members 
Mstep: Class 46 contains 3820 members 
Mstep: Class 47 contains 7679 members 
Mstep: Class 48 contains 26103 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163488.000000 Penalty: 174686.015625
Iteration 100F: 52 clusters Score -9.616349e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 250286 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 11933 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 86139 members 
Mstep: Class 15 contains 98787 members 
Mstep: Class 16 contains 77556 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 3967 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 7524 members 
Mstep: Class 26 contains 11080 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 19652 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5170 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 9446 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6220 members 
Mstep: Class 39 contains 9265 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18535 members 
Mstep: Class 42 contains 36588 members 
Mstep: Class 43 contains 34122 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1922 members 
Mstep: Class 46 contains 3818 members 
Mstep: Class 47 contains 7684 members 
Mstep: Class 48 contains 26118 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163568.000000 Penalty: 174686.015625
Iteration 101Q: 52 clusters Score -9.616357e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 250259 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 11933 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15059 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 86141 members 
Mstep: Class 15 contains 98767 members 
Mstep: Class 16 contains 77547 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 5606 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 11082 members 
Mstep: Class 27 contains 7476 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 19661 members 
Mstep: Class 31 contains 5138 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5194 members 
Mstep: Class 35 contains 6891 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6240 members 
Mstep: Class 39 contains 9265 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18536 members 
Mstep: Class 42 contains 36600 members 
Mstep: Class 43 contains 34091 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 7695 members 
Mstep: Class 48 contains 26126 members 
Mstep: Class 49 contains 2123 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163600.000000 Penalty: 174686.015625
Iteration 102Q: 52 clusters Score -9.61636e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 250237 members 
Mstep: Class 3 contains 7685 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 11933 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 2478 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 86143 members 
Mstep: Class 15 contains 98753 members 
Mstep: Class 16 contains 77536 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11083 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 19661 members 
Mstep: Class 31 contains 5135 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5219 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 9455 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6262 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18536 members 
Mstep: Class 42 contains 36611 members 
Mstep: Class 43 contains 34071 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1918 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7694 members 
Mstep: Class 48 contains 26127 members 
Mstep: Class 49 contains 2124 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163480.000000 Penalty: 174686.015625
Iteration 103Q: 52 clusters Score -9.616348e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 250209 members 
Mstep: Class 3 contains 7660 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 11932 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 11077 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 86142 members 
Mstep: Class 15 contains 98737 members 
Mstep: Class 16 contains 77527 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 12177 members 
Mstep: Class 22 contains 5603 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7519 members 
Mstep: Class 26 contains 11085 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 19656 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5248 members 
Mstep: Class 35 contains 6889 members 
Mstep: Class 36 contains 9453 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6291 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18545 members 
Mstep: Class 42 contains 36618 members 
Mstep: Class 43 contains 34056 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1918 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 7702 members 
Mstep: Class 48 contains 26137 members 
Mstep: Class 49 contains 2124 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163400.000000 Penalty: 174686.015625
Iteration 104Q: 52 clusters Score -9.61634e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 250193 members 
Mstep: Class 3 contains 7637 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 11932 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 9141 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 86142 members 
Mstep: Class 15 contains 98723 members 
Mstep: Class 16 contains 77523 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 12177 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 6990 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7518 members 
Mstep: Class 26 contains 11082 members 
Mstep: Class 27 contains 7544 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 19659 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5284 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 6305 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18548 members 
Mstep: Class 42 contains 36629 members 
Mstep: Class 43 contains 34039 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1919 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 7706 members 
Mstep: Class 48 contains 26143 members 
Mstep: Class 49 contains 2123 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163480.000000 Penalty: 174686.015625
Iteration 105Q: 52 clusters Score -9.616348e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 250180 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 10966 members 
Mstep: Class 12 contains 9148 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 86138 members 
Mstep: Class 15 contains 98707 members 
Mstep: Class 16 contains 77516 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4039 members 
Mstep: Class 21 contains 12177 members 
Mstep: Class 22 contains 5601 members 
Mstep: Class 23 contains 6986 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7518 members 
Mstep: Class 26 contains 11081 members 
Mstep: Class 27 contains 7570 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 19654 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5325 members 
Mstep: Class 35 contains 6891 members 
Mstep: Class 36 contains 9438 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6313 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18549 members 
Mstep: Class 42 contains 36636 members 
Mstep: Class 43 contains 34027 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7712 members 
Mstep: Class 48 contains 26150 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163456.000000 Penalty: 174686.015625
Iteration 106Q: 52 clusters Score -9.616346e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 250169 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 10895 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 86135 members 
Mstep: Class 15 contains 98695 members 
Mstep: Class 16 contains 77509 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 12177 members 
Mstep: Class 22 contains 5601 members 
Mstep: Class 23 contains 6980 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11081 members 
Mstep: Class 27 contains 7594 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 19649 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5364 members 
Mstep: Class 35 contains 6889 members 
Mstep: Class 36 contains 9431 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6334 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18549 members 
Mstep: Class 42 contains 36645 members 
Mstep: Class 43 contains 34013 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1921 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7725 members 
Mstep: Class 48 contains 26158 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163568.000000 Penalty: 174686.015625
Iteration 107Q: 52 clusters Score -9.616357e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 250148 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 9170 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86136 members 
Mstep: Class 15 contains 98681 members 
Mstep: Class 16 contains 77507 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4054 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 5599 members 
Mstep: Class 23 contains 6977 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11081 members 
Mstep: Class 27 contains 7607 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 19648 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5404 members 
Mstep: Class 35 contains 6887 members 
Mstep: Class 36 contains 9430 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6350 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18546 members 
Mstep: Class 42 contains 36650 members 
Mstep: Class 43 contains 33997 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7732 members 
Mstep: Class 48 contains 26163 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163656.000000 Penalty: 174686.015625
Iteration 108Q: 52 clusters Score -9.616366e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 250136 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 10734 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86137 members 
Mstep: Class 15 contains 98663 members 
Mstep: Class 16 contains 77502 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4056 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 5595 members 
Mstep: Class 23 contains 6973 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11081 members 
Mstep: Class 27 contains 7631 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 19655 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5465 members 
Mstep: Class 35 contains 6887 members 
Mstep: Class 36 contains 9425 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6355 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18547 members 
Mstep: Class 42 contains 36657 members 
Mstep: Class 43 contains 33990 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7746 members 
Mstep: Class 48 contains 26164 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96163680.000000 Penalty: 174686.015625
Iteration 109Q: 52 clusters Score -9.616368e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 250116 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15067 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 86135 members 
Mstep: Class 15 contains 98649 members 
Mstep: Class 16 contains 77490 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4057 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 6970 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11080 members 
Mstep: Class 27 contains 7649 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 19654 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5531 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9422 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 6356 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18548 members 
Mstep: Class 42 contains 36664 members 
Mstep: Class 43 contains 33989 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7757 members 
Mstep: Class 48 contains 26168 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96164032.000000 Penalty: 174686.015625
Iteration 110Q: 52 clusters Score -9.616403e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 250105 members 
Mstep: Class 3 contains 7518 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 9248 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86134 members 
Mstep: Class 15 contains 98633 members 
Mstep: Class 16 contains 77479 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4062 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 7518 members 
Mstep: Class 26 contains 11083 members 
Mstep: Class 27 contains 7656 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 19642 members 
Mstep: Class 31 contains 5132 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9427 members 
Mstep: Class 37 contains 5011 members 
Mstep: Class 38 contains 6316 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18550 members 
Mstep: Class 42 contains 36666 members 
Mstep: Class 43 contains 33983 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7765 members 
Mstep: Class 48 contains 26183 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96164432.000000 Penalty: 174686.015625
Iteration 111Q: 52 clusters Score -9.616443e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 250091 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 10459 members 
Mstep: Class 12 contains 9313 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 86131 members 
Mstep: Class 15 contains 98618 members 
Mstep: Class 16 contains 77461 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4066 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 5586 members 
Mstep: Class 23 contains 6966 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 7519 members 
Mstep: Class 26 contains 11082 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 19624 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5760 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9422 members 
Mstep: Class 37 contains 5011 members 
Mstep: Class 38 contains 6226 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18550 members 
Mstep: Class 42 contains 36674 members 
Mstep: Class 43 contains 33979 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 7765 members 
Mstep: Class 48 contains 26201 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96165008.000000 Penalty: 174686.015625
Iteration 112Q: 52 clusters Score -9.616501e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 250071 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8151 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15071 members 
Mstep: Class 11 contains 10353 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 86131 members 
Mstep: Class 15 contains 98609 members 
Mstep: Class 16 contains 77442 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7670 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4070 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 6963 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11084 members 
Mstep: Class 27 contains 7680 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 19597 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 6884 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 6162 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18549 members 
Mstep: Class 42 contains 36681 members 
Mstep: Class 43 contains 33972 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7761 members 
Mstep: Class 48 contains 26218 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96165720.000000 Penalty: 174686.015625
Iteration 113Q: 52 clusters Score -9.616572e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 250049 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8151 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 10255 members 
Mstep: Class 12 contains 9433 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86128 members 
Mstep: Class 15 contains 98594 members 
Mstep: Class 16 contains 77411 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11083 members 
Mstep: Class 27 contains 7697 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3099 members 
Mstep: Class 30 contains 19564 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5946 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9442 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 6196 members 
Mstep: Class 39 contains 9267 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18544 members 
Mstep: Class 42 contains 36687 members 
Mstep: Class 43 contains 33976 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7761 members 
Mstep: Class 48 contains 26226 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96165928.000000 Penalty: 174686.015625
Iteration 114Q: 52 clusters Score -9.616593e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 250027 members 
Mstep: Class 3 contains 7456 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8151 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 10166 members 
Mstep: Class 12 contains 9430 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86126 members 
Mstep: Class 15 contains 98584 members 
Mstep: Class 16 contains 77366 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 8731 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11081 members 
Mstep: Class 27 contains 7711 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3098 members 
Mstep: Class 30 contains 19541 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 5982 members 
Mstep: Class 35 contains 6887 members 
Mstep: Class 36 contains 9438 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6304 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18545 members 
Mstep: Class 42 contains 36688 members 
Mstep: Class 43 contains 33978 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 7753 members 
Mstep: Class 48 contains 26242 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96166256.000000 Penalty: 174686.015625
Iteration 115Q: 52 clusters Score -9.616626e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 250000 members 
Mstep: Class 3 contains 7441 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8152 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86123 members 
Mstep: Class 15 contains 98574 members 
Mstep: Class 16 contains 77341 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7670 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 6957 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7521 members 
Mstep: Class 26 contains 11077 members 
Mstep: Class 27 contains 7716 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3097 members 
Mstep: Class 30 contains 19524 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6016 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 5011 members 
Mstep: Class 38 contains 6405 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18541 members 
Mstep: Class 42 contains 36693 members 
Mstep: Class 43 contains 33980 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 7745 members 
Mstep: Class 48 contains 26259 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 51938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96166408.000000 Penalty: 174686.015625
Iteration 116Q: 52 clusters Score -9.616641e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 249972 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8152 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15072 members 
Mstep: Class 11 contains 9980 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86119 members 
Mstep: Class 15 contains 98566 members 
Mstep: Class 16 contains 77333 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 6960 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 11072 members 
Mstep: Class 27 contains 7724 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3095 members 
Mstep: Class 30 contains 19517 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6039 members 
Mstep: Class 35 contains 6887 members 
Mstep: Class 36 contains 9431 members 
Mstep: Class 37 contains 5013 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18539 members 
Mstep: Class 42 contains 36693 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 7741 members 
Mstep: Class 48 contains 26265 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96166576.000000 Penalty: 174686.015625
Iteration 117Q: 52 clusters Score -9.616658e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 249946 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 11930 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8153 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15071 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 86117 members 
Mstep: Class 15 contains 98560 members 
Mstep: Class 16 contains 77324 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7670 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4089 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 6956 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7521 members 
Mstep: Class 26 contains 11071 members 
Mstep: Class 27 contains 7729 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 19499 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9426 members 
Mstep: Class 37 contains 5012 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18540 members 
Mstep: Class 42 contains 36696 members 
Mstep: Class 43 contains 33973 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1916 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 7735 members 
Mstep: Class 48 contains 26274 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96166544.000000 Penalty: 174686.015625
Iteration 118Q: 52 clusters Score -9.616654e+07 nChanged 352
Entering ConstructFrom: 
Score: -96166544.000000 Penalty: 174686.015625
Entering ConstructFrom: 
Trying to split cluster 1 (54473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Entering Unmasked Estep 
Score: -5592038.500000 Penalty: 2704.554199
	Iteration 0F: 2 clusters Score -5592038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5555608.000000 Penalty: 5409.108398
	Iteration 0F: 3 clusters Score -5555608 nChanged 25091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5569758.500000 Penalty: 5409.108398
	Iteration 1F: 3 clusters Score -5569758 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -5570503.000000 Penalty: 5409.108398
	Iteration 2Q: 3 clusters Score -5570503 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5571292.500000 Penalty: 5409.108398
	Iteration 3Q: 3 clusters Score -5571292 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -5572280.000000 Penalty: 5409.108398
	Iteration 4Q: 3 clusters Score -5572280 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5573521.500000 Penalty: 5409.108398
	Iteration 5Q: 3 clusters Score -5573522 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -5575025.000000 Penalty: 5409.108398
	Iteration 6F: 3 clusters Score -5575025 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5576826.500000 Penalty: 5409.108398
	Iteration 7F: 3 clusters Score -5576826 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5578751.000000 Penalty: 5409.108398
	Iteration 8F: 3 clusters Score -5578751 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5580648.000000 Penalty: 5409.108398
	Iteration 9F: 3 clusters Score -5580648 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -5582357.000000 Penalty: 5409.108398
	Iteration 10Q: 3 clusters Score -5582357 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5583947.500000 Penalty: 5409.108398
	Iteration 11Q: 3 clusters Score -5583948 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -5585311.000000 Penalty: 5409.108398
	Iteration 12Q: 3 clusters Score -5585311 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -5586496.000000 Penalty: 5409.108398
	Iteration 13Q: 3 clusters Score -5586496 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5587340.000000 Penalty: 5409.108398
	Iteration 14Q: 3 clusters Score -5587340 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5587944.500000 Penalty: 5409.108398
	Iteration 15Q: 3 clusters Score -5587944 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5588357.500000 Penalty: 5409.108398
	Iteration 16Q: 3 clusters Score -5588358 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5588622.000000 Penalty: 5409.108398
	Iteration 17Q: 3 clusters Score -5588622 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5588851.500000 Penalty: 5409.108398
	Iteration 18Q: 3 clusters Score -5588852 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5589056.500000 Penalty: 5409.108398
	Iteration 19Q: 3 clusters Score -5589056 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5589224.000000 Penalty: 5409.108398
	Iteration 20F: 3 clusters Score -5589224 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5589330.500000 Penalty: 5409.108398
	Iteration 21Q: 3 clusters Score -5589330 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5589403.500000 Penalty: 5409.108398
	Iteration 22Q: 3 clusters Score -5589404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5589461.000000 Penalty: 5409.108398
	Iteration 23Q: 3 clusters Score -5589461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5589507.000000 Penalty: 5409.108398
	Iteration 24Q: 3 clusters Score -5589507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5589537.000000 Penalty: 5409.108398
	Iteration 25Q: 3 clusters Score -5589537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5589563.000000 Penalty: 5409.108398
	Iteration 26Q: 3 clusters Score -5589563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5589591.000000 Penalty: 5409.108398
	Iteration 27Q: 3 clusters Score -5589591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5589636.500000 Penalty: 5409.108398
	Iteration 28Q: 3 clusters Score -5589636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5589664.500000 Penalty: 5409.108398
	Iteration 29Q: 3 clusters Score -5589664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5589700.000000 Penalty: 5409.108398
	Iteration 30Q: 3 clusters Score -5589700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5589706.500000 Penalty: 5409.108398
	Iteration 31Q: 3 clusters Score -5589706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5589717.500000 Penalty: 5409.108398
	Iteration 32Q: 3 clusters Score -5589718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5589723.000000 Penalty: 5409.108398
	Iteration 33Q: 3 clusters Score -5589723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5589737.500000 Penalty: 5409.108398
	Iteration 34Q: 3 clusters Score -5589738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5589747.000000 Penalty: 5409.108398
	Iteration 35Q: 3 clusters Score -5589747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5589759.500000 Penalty: 5409.108398
	Iteration 36Q: 3 clusters Score -5589760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5589761.000000 Penalty: 5409.108398
	Iteration 37Q: 3 clusters Score -5589761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5589754.500000 Penalty: 5409.108398
	Iteration 38Q: 3 clusters Score -5589754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5589758.000000 Penalty: 5409.108398
	Iteration 39Q: 3 clusters Score -5589758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5589762.000000 Penalty: 5409.108398
	Iteration 40F: 3 clusters Score -5589762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5589765.500000 Penalty: 5409.108398
	Iteration 41Q: 3 clusters Score -5589766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5589765.500000 Penalty: 5409.108398
	Iteration 42Q: 3 clusters Score -5589766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5589771.000000 Penalty: 5409.108398
	Iteration 43Q: 3 clusters Score -5589771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5589775.500000 Penalty: 5409.108398
	Iteration 44Q: 3 clusters Score -5589776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5589780.500000 Penalty: 5409.108398
	Iteration 45Q: 3 clusters Score -5589780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5589781.500000 Penalty: 5409.108398
	Iteration 46Q: 3 clusters Score -5589782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5589794.000000 Penalty: 5409.108398
	Iteration 47Q: 3 clusters Score -5589794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5589801.000000 Penalty: 5409.108398
	Iteration 48Q: 3 clusters Score -5589801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5589813.500000 Penalty: 5409.108398
	Iteration 49Q: 3 clusters Score -5589814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5589821.500000 Penalty: 5409.108398
	Iteration 50Q: 3 clusters Score -5589822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5589821.500000 Penalty: 5409.108398
	Iteration 51Q: 3 clusters Score -5589822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5589837.000000 Penalty: 5409.108398
	Iteration 52Q: 3 clusters Score -5589837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5589837.000000 Penalty: 5409.108398
	Iteration 53Q: 3 clusters Score -5589837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5589836.000000 Penalty: 5409.108398
	Iteration 54Q: 3 clusters Score -5589836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5589848.000000 Penalty: 5409.108398
	Iteration 55Q: 3 clusters Score -5589848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5589849.000000 Penalty: 5409.108398
	Iteration 56Q: 3 clusters Score -5589849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5589849.500000 Penalty: 5409.108398
	Iteration 57Q: 3 clusters Score -5589850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5589843.000000 Penalty: 5409.108398
	Iteration 58Q: 3 clusters Score -5589843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5589850.000000 Penalty: 5409.108398
	Iteration 59Q: 3 clusters Score -5589850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5589857.000000 Penalty: 5409.108398
	Iteration 60F: 3 clusters Score -5589857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5589858.000000 Penalty: 5409.108398
	Iteration 61Q: 3 clusters Score -5589858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5589860.500000 Penalty: 5409.108398
	Iteration 62Q: 3 clusters Score -5589860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5589854.000000 Penalty: 5409.108398
	Iteration 63Q: 3 clusters Score -5589854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5589858.000000 Penalty: 5409.108398
	Iteration 64Q: 3 clusters Score -5589858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5589857.000000 Penalty: 5409.108398
	Iteration 65Q: 3 clusters Score -5589857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5589864.500000 Penalty: 5409.108398
	Iteration 66Q: 3 clusters Score -5589864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5589862.500000 Penalty: 5409.108398
	Iteration 67Q: 3 clusters Score -5589862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5589861.000000 Penalty: 5409.108398
	Iteration 68Q: 3 clusters Score -5589861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5589857.500000 Penalty: 5409.108398
	Iteration 69Q: 3 clusters Score -5589858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5589866.000000 Penalty: 5409.108398
	Iteration 70Q: 3 clusters Score -5589866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5589870.000000 Penalty: 5409.108398
	Iteration 71Q: 3 clusters Score -5589870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5589875.000000 Penalty: 5409.108398
	Iteration 72Q: 3 clusters Score -5589875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5589878.000000 Penalty: 5409.108398
	Iteration 73Q: 3 clusters Score -5589878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5589878.000000 Penalty: 5409.108398
	Iteration 74F: 3 clusters Score -5589878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249910 members 
Entering Unmasked Estep 
Score: -25629074.000000 Penalty: 3082.356201
	Iteration 0F: 2 clusters Score -2.562907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124720 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -25461578.000000 Penalty: 6164.712402
	Iteration 0F: 3 clusters Score -2.546158e+07 nChanged 120764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -25533712.000000 Penalty: 6164.712402
	Iteration 1F: 3 clusters Score -2.553371e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -25537828.000000 Penalty: 6164.712402
	Iteration 2Q: 3 clusters Score -2.553783e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 133624 members 
Entering Unmasked Estep 
Score: -25545348.000000 Penalty: 6164.712402
	Iteration 3Q: 3 clusters Score -2.554535e+07 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -25557264.000000 Penalty: 6164.712402
	Iteration 4F: 3 clusters Score -2.555726e+07 nChanged 20272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -25574188.000000 Penalty: 6164.712402
	Iteration 5F: 3 clusters Score -2.557419e+07 nChanged 21294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 167302 members 
Entering Unmasked Estep 
Score: -25592848.000000 Penalty: 6164.712402
	Iteration 6F: 3 clusters Score -2.559285e+07 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 180443 members 
Entering Unmasked Estep 
Score: -25609898.000000 Penalty: 6164.712402
	Iteration 7F: 3 clusters Score -2.56099e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 189884 members 
Entering Unmasked Estep 
Score: -25622252.000000 Penalty: 6164.712402
	Iteration 8F: 3 clusters Score -2.562225e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 196392 members 
Entering Unmasked Estep 
Score: -25628930.000000 Penalty: 6164.712402
	Iteration 9Q: 3 clusters Score -2.562893e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 201388 members 
Entering Unmasked Estep 
Score: -25633210.000000 Penalty: 6164.712402
	Iteration 10Q: 3 clusters Score -2.563321e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 205080 members 
Entering Unmasked Estep 
Score: -25635518.000000 Penalty: 6164.712402
	Iteration 11Q: 3 clusters Score -2.563552e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 207825 members 
Entering Unmasked Estep 
Score: -25636926.000000 Penalty: 6164.712402
	Iteration 12Q: 3 clusters Score -2.563693e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 209914 members 
Entering Unmasked Estep 
Score: -25637738.000000 Penalty: 6164.712402
	Iteration 13Q: 3 clusters Score -2.563774e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 211449 members 
Entering Unmasked Estep 
Score: -25638112.000000 Penalty: 6164.712402
	Iteration 14Q: 3 clusters Score -2.563811e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 212600 members 
Entering Unmasked Estep 
Score: -25638388.000000 Penalty: 6164.712402
	Iteration 15Q: 3 clusters Score -2.563839e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 213551 members 
Entering Unmasked Estep 
Score: -25638636.000000 Penalty: 6164.712402
	Iteration 16Q: 3 clusters Score -2.563864e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 214340 members 
Entering Unmasked Estep 
Score: -25638738.000000 Penalty: 6164.712402
	Iteration 17Q: 3 clusters Score -2.563874e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 214941 members 
Entering Unmasked Estep 
Score: -25638748.000000 Penalty: 6164.712402
	Iteration 18Q: 3 clusters Score -2.563875e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 215432 members 
Entering Unmasked Estep 
Score: -25638796.000000 Penalty: 6164.712402
	Iteration 19Q: 3 clusters Score -2.56388e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 215821 members 
Entering Unmasked Estep 
Score: -25638862.000000 Penalty: 6164.712402
	Iteration 20F: 3 clusters Score -2.563886e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 216141 members 
Entering Unmasked Estep 
Score: -25638922.000000 Penalty: 6164.712402
	Iteration 21Q: 3 clusters Score -2.563892e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 216422 members 
Entering Unmasked Estep 
Score: -25638928.000000 Penalty: 6164.712402
	Iteration 22Q: 3 clusters Score -2.563893e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 216654 members 
Entering Unmasked Estep 
Score: -25638942.000000 Penalty: 6164.712402
	Iteration 23Q: 3 clusters Score -2.563894e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 216837 members 
Entering Unmasked Estep 
Score: -25638938.000000 Penalty: 6164.712402
	Iteration 24Q: 3 clusters Score -2.563894e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 217002 members 
Entering Unmasked Estep 
Score: -25638932.000000 Penalty: 6164.712402
	Iteration 25Q: 3 clusters Score -2.563893e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 217156 members 
Entering Unmasked Estep 
Score: -25638974.000000 Penalty: 6164.712402
	Iteration 26Q: 3 clusters Score -2.563897e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 217306 members 
Entering Unmasked Estep 
Score: -25639010.000000 Penalty: 6164.712402
	Iteration 27Q: 3 clusters Score -2.563901e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 217427 members 
Entering Unmasked Estep 
Score: -25638998.000000 Penalty: 6164.712402
	Iteration 28Q: 3 clusters Score -2.5639e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 217543 members 
Entering Unmasked Estep 
Score: -25639002.000000 Penalty: 6164.712402
	Iteration 29Q: 3 clusters Score -2.5639e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 217643 members 
Entering Unmasked Estep 
Score: -25638988.000000 Penalty: 6164.712402
	Iteration 30Q: 3 clusters Score -2.563899e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 217730 members 
Entering Unmasked Estep 
Score: -25639010.000000 Penalty: 6164.712402
	Iteration 31Q: 3 clusters Score -2.563901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 217813 members 
Entering Unmasked Estep 
Score: -25639024.000000 Penalty: 6164.712402
	Iteration 32Q: 3 clusters Score -2.563902e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 217877 members 
Entering Unmasked Estep 
Score: -25639030.000000 Penalty: 6164.712402
	Iteration 33Q: 3 clusters Score -2.563903e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 217931 members 
Entering Unmasked Estep 
Score: -25638990.000000 Penalty: 6164.712402
	Iteration 34Q: 3 clusters Score -2.563899e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 217988 members 
Entering Unmasked Estep 
Score: -25638982.000000 Penalty: 6164.712402
	Iteration 35Q: 3 clusters Score -2.563898e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 218046 members 
Entering Unmasked Estep 
Score: -25638982.000000 Penalty: 6164.712402
	Iteration 36Q: 3 clusters Score -2.563898e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 218094 members 
Entering Unmasked Estep 
Score: -25638970.000000 Penalty: 6164.712402
	Iteration 37Q: 3 clusters Score -2.563897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 218141 members 
Entering Unmasked Estep 
Score: -25638984.000000 Penalty: 6164.712402
	Iteration 38Q: 3 clusters Score -2.563898e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 218189 members 
Entering Unmasked Estep 
Score: -25638978.000000 Penalty: 6164.712402
	Iteration 39Q: 3 clusters Score -2.563898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 218232 members 
Entering Unmasked Estep 
Score: -25639012.000000 Penalty: 6164.712402
	Iteration 40F: 3 clusters Score -2.563901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 218274 members 
Entering Unmasked Estep 
Score: -25639020.000000 Penalty: 6164.712402
	Iteration 41Q: 3 clusters Score -2.563902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 218316 members 
Entering Unmasked Estep 
Score: -25639028.000000 Penalty: 6164.712402
	Iteration 42Q: 3 clusters Score -2.563903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 218360 members 
Entering Unmasked Estep 
Score: -25639022.000000 Penalty: 6164.712402
	Iteration 43Q: 3 clusters Score -2.563902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 218398 members 
Entering Unmasked Estep 
Score: -25639052.000000 Penalty: 6164.712402
	Iteration 44Q: 3 clusters Score -2.563905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 218434 members 
Entering Unmasked Estep 
Score: -25639050.000000 Penalty: 6164.712402
	Iteration 45Q: 3 clusters Score -2.563905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 218468 members 
Entering Unmasked Estep 
Score: -25639014.000000 Penalty: 6164.712402
	Iteration 46Q: 3 clusters Score -2.563901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 218515 members 
Entering Unmasked Estep 
Score: -25639054.000000 Penalty: 6164.712402
	Iteration 47Q: 3 clusters Score -2.563905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 218545 members 
Entering Unmasked Estep 
Score: -25639068.000000 Penalty: 6164.712402
	Iteration 48Q: 3 clusters Score -2.563907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 218582 members 
Entering Unmasked Estep 
Score: -25639068.000000 Penalty: 6164.712402
	Iteration 49Q: 3 clusters Score -2.563907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 218619 members 
Entering Unmasked Estep 
Score: -25639054.000000 Penalty: 6164.712402
	Iteration 50Q: 3 clusters Score -2.563905e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 218665 members 
Entering Unmasked Estep 
Score: -25639060.000000 Penalty: 6164.712402
	Iteration 51Q: 3 clusters Score -2.563906e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 218704 members 
Entering Unmasked Estep 
Score: -25639066.000000 Penalty: 6164.712402
	Iteration 52Q: 3 clusters Score -2.563907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 218731 members 
Entering Unmasked Estep 
Score: -25639074.000000 Penalty: 6164.712402
	Iteration 53Q: 3 clusters Score -2.563907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 218745 members 
Entering Unmasked Estep 
Score: -25639080.000000 Penalty: 6164.712402
	Iteration 54Q: 3 clusters Score -2.563908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 218765 members 
Entering Unmasked Estep 
Score: -25639082.000000 Penalty: 6164.712402
	Iteration 55Q: 3 clusters Score -2.563908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 218779 members 
Entering Unmasked Estep 
Score: -25639066.000000 Penalty: 6164.712402
	Iteration 56Q: 3 clusters Score -2.563907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 218793 members 
Entering Unmasked Estep 
Score: -25639074.000000 Penalty: 6164.712402
	Iteration 57Q: 3 clusters Score -2.563907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 218808 members 
Entering Unmasked Estep 
Score: -25639084.000000 Penalty: 6164.712402
	Iteration 58Q: 3 clusters Score -2.563908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 218818 members 
Entering Unmasked Estep 
Score: -25639058.000000 Penalty: 6164.712402
	Iteration 59Q: 3 clusters Score -2.563906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 218831 members 
Entering Unmasked Estep 
Score: -25639064.000000 Penalty: 6164.712402
	Iteration 60F: 3 clusters Score -2.563906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 218843 members 
Entering Unmasked Estep 
Score: -25639056.000000 Penalty: 6164.712402
	Iteration 61Q: 3 clusters Score -2.563906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 218858 members 
Entering Unmasked Estep 
Score: -25639064.000000 Penalty: 6164.712402
	Iteration 62Q: 3 clusters Score -2.563906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 218866 members 
Entering Unmasked Estep 
Score: -25639056.000000 Penalty: 6164.712402
	Iteration 63Q: 3 clusters Score -2.563906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 218872 members 
Entering Unmasked Estep 
Score: -25639056.000000 Penalty: 6164.712402
	Iteration 64Q: 3 clusters Score -2.563906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 218877 members 
Entering Unmasked Estep 
Score: -25639064.000000 Penalty: 6164.712402
	Iteration 65Q: 3 clusters Score -2.563906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 218878 members 
Entering Unmasked Estep 
Score: -25639064.000000 Penalty: 6164.712402
	Iteration 66Q: 3 clusters Score -2.563906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 218880 members 
Entering Unmasked Estep 
Score: -25639072.000000 Penalty: 6164.712402
	Iteration 67Q: 3 clusters Score -2.563907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 218881 members 
Entering Unmasked Estep 
Score: -25639068.000000 Penalty: 6164.712402
	Iteration 68Q: 3 clusters Score -2.563907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 218881 members 
Entering Unmasked Estep 
Score: -25639068.000000 Penalty: 6164.712402
	Iteration 69F: 3 clusters Score -2.563907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8153 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 86115 members 
Mstep: Class 15 contains 98556 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 19493 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Entering Unmasked Estep 
Score: -96176112.000000 Penalty: 178111.234375
Splitting cluster 2 changes total score from -96166544.000000 to -96176112.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 3 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -710239.437500 Penalty: 2209.825195
	Iteration 0F: 2 clusters Score -710239.4 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 3661 members 
Entering Unmasked Estep 
Score: -704233.812500 Penalty: 4419.650391
	Iteration 0F: 3 clusters Score -704233.8 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -705877.875000 Penalty: 4419.650391
	Iteration 1F: 3 clusters Score -705877.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -706251.500000 Penalty: 4419.650391
	Iteration 2F: 3 clusters Score -706251.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -706519.375000 Penalty: 4419.650391
	Iteration 3F: 3 clusters Score -706519.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -706773.687500 Penalty: 4419.650391
	Iteration 4F: 3 clusters Score -706773.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -707060.500000 Penalty: 4419.650391
	Iteration 5Q: 3 clusters Score -707060.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -707328.562500 Penalty: 4419.650391
	Iteration 6F: 3 clusters Score -707328.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -707533.750000 Penalty: 4419.650391
	Iteration 7Q: 3 clusters Score -707533.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -707705.187500 Penalty: 4419.650391
	Iteration 8Q: 3 clusters Score -707705.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -707859.062500 Penalty: 4419.650391
	Iteration 9Q: 3 clusters Score -707859.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -708038.562500 Penalty: 4419.650391
	Iteration 10Q: 3 clusters Score -708038.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -708274.875000 Penalty: 4419.650391
	Iteration 11Q: 3 clusters Score -708274.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -708520.562500 Penalty: 4419.650391
	Iteration 12Q: 3 clusters Score -708520.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -708684.062500 Penalty: 4419.650391
	Iteration 13Q: 3 clusters Score -708684.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -708801.437500 Penalty: 4419.650391
	Iteration 14Q: 3 clusters Score -708801.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -708867.125000 Penalty: 4419.650391
	Iteration 15Q: 3 clusters Score -708867.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -708929.750000 Penalty: 4419.650391
	Iteration 16Q: 3 clusters Score -708929.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -708990.750000 Penalty: 4419.650391
	Iteration 17Q: 3 clusters Score -708990.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -709054.375000 Penalty: 4419.650391
	Iteration 18Q: 3 clusters Score -709054.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -709112.437500 Penalty: 4419.650391
	Iteration 19Q: 3 clusters Score -709112.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -709156.812500 Penalty: 4419.650391
	Iteration 20F: 3 clusters Score -709156.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -709194.437500 Penalty: 4419.650391
	Iteration 21Q: 3 clusters Score -709194.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -709225.312500 Penalty: 4419.650391
	Iteration 22Q: 3 clusters Score -709225.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -709256.312500 Penalty: 4419.650391
	Iteration 23Q: 3 clusters Score -709256.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -709279.062500 Penalty: 4419.650391
	Iteration 24Q: 3 clusters Score -709279.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -709304.250000 Penalty: 4419.650391
	Iteration 25Q: 3 clusters Score -709304.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -709317.812500 Penalty: 4419.650391
	Iteration 26Q: 3 clusters Score -709317.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -709337.187500 Penalty: 4419.650391
	Iteration 27Q: 3 clusters Score -709337.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -709351.437500 Penalty: 4419.650391
	Iteration 28Q: 3 clusters Score -709351.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -709366.437500 Penalty: 4419.650391
	Iteration 29Q: 3 clusters Score -709366.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -709373.937500 Penalty: 4419.650391
	Iteration 30Q: 3 clusters Score -709373.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -709379.562500 Penalty: 4419.650391
	Iteration 31Q: 3 clusters Score -709379.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -709385.750000 Penalty: 4419.650391
	Iteration 32Q: 3 clusters Score -709385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -709388.062500 Penalty: 4419.650391
	Iteration 33Q: 3 clusters Score -709388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -709390.375000 Penalty: 4419.650391
	Iteration 34Q: 3 clusters Score -709390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -709390.500000 Penalty: 4419.650391
	Iteration 35Q: 3 clusters Score -709390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -709393.312500 Penalty: 4419.650391
	Iteration 36Q: 3 clusters Score -709393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -709392.875000 Penalty: 4419.650391
	Iteration 37Q: 3 clusters Score -709392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -709392.562500 Penalty: 4419.650391
	Iteration 38Q: 3 clusters Score -709392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -709394.937500 Penalty: 4419.650391
	Iteration 39Q: 3 clusters Score -709394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -709394.562500 Penalty: 4419.650391
	Iteration 40F: 3 clusters Score -709394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -709395.750000 Penalty: 4419.650391
	Iteration 41Q: 3 clusters Score -709395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -709395.687500 Penalty: 4419.650391
	Iteration 42Q: 3 clusters Score -709395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -709393.750000 Penalty: 4419.650391
	Iteration 43Q: 3 clusters Score -709393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -709396.125000 Penalty: 4419.650391
	Iteration 44Q: 3 clusters Score -709396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -709396.125000 Penalty: 4419.650391
	Iteration 45F: 3 clusters Score -709396.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -584585.187500 Penalty: 2177.673340
	Iteration 0F: 2 clusters Score -584585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -579065.437500 Penalty: 4355.346680
	Iteration 0F: 3 clusters Score -579065.4 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -580694.000000 Penalty: 4355.346680
	Iteration 1F: 3 clusters Score -580694 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -581239.562500 Penalty: 4355.346680
	Iteration 2F: 3 clusters Score -581239.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -581815.187500 Penalty: 4355.346680
	Iteration 3F: 3 clusters Score -581815.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -582455.250000 Penalty: 4355.346680
	Iteration 4F: 3 clusters Score -582455.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -582911.875000 Penalty: 4355.346680
	Iteration 5F: 3 clusters Score -582911.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -583226.250000 Penalty: 4355.346680
	Iteration 6F: 3 clusters Score -583226.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -583421.937500 Penalty: 4355.346680
	Iteration 7Q: 3 clusters Score -583421.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -583540.875000 Penalty: 4355.346680
	Iteration 8Q: 3 clusters Score -583540.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -583613.812500 Penalty: 4355.346680
	Iteration 9Q: 3 clusters Score -583613.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -583658.687500 Penalty: 4355.346680
	Iteration 10Q: 3 clusters Score -583658.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -583693.687500 Penalty: 4355.346680
	Iteration 11Q: 3 clusters Score -583693.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -583713.312500 Penalty: 4355.346680
	Iteration 12Q: 3 clusters Score -583713.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -583728.875000 Penalty: 4355.346680
	Iteration 13Q: 3 clusters Score -583728.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -583738.750000 Penalty: 4355.346680
	Iteration 14Q: 3 clusters Score -583738.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -583747.625000 Penalty: 4355.346680
	Iteration 15Q: 3 clusters Score -583747.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -583752.250000 Penalty: 4355.346680
	Iteration 16Q: 3 clusters Score -583752.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -583755.625000 Penalty: 4355.346680
	Iteration 17Q: 3 clusters Score -583755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -583758.500000 Penalty: 4355.346680
	Iteration 18Q: 3 clusters Score -583758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -583758.937500 Penalty: 4355.346680
	Iteration 19Q: 3 clusters Score -583758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -583760.250000 Penalty: 4355.346680
	Iteration 20F: 3 clusters Score -583760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -583760.875000 Penalty: 4355.346680
	Iteration 21Q: 3 clusters Score -583760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -583761.312500 Penalty: 4355.346680
	Iteration 22Q: 3 clusters Score -583761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -583761.687500 Penalty: 4355.346680
	Iteration 23Q: 3 clusters Score -583761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -583760.187500 Penalty: 4355.346680
	Iteration 24Q: 3 clusters Score -583760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -583760.187500 Penalty: 4355.346680
	Iteration 25F: 3 clusters Score -583760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1212522.875000 Penalty: 2327.908447
	Iteration 0F: 2 clusters Score -1212523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1203682.500000 Penalty: 4655.816895
	Iteration 0F: 3 clusters Score -1203682 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1206452.250000 Penalty: 4655.816895
	Iteration 1F: 3 clusters Score -1206452 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1206880.875000 Penalty: 4655.816895
	Iteration 2F: 3 clusters Score -1206881 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1207367.125000 Penalty: 4655.816895
	Iteration 3F: 3 clusters Score -1207367 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1208115.625000 Penalty: 4655.816895
	Iteration 4F: 3 clusters Score -1208116 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1209023.125000 Penalty: 4655.816895
	Iteration 5F: 3 clusters Score -1209023 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1209979.000000 Penalty: 4655.816895
	Iteration 6F: 3 clusters Score -1209979 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1210661.625000 Penalty: 4655.816895
	Iteration 7F: 3 clusters Score -1210662 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1211050.000000 Penalty: 4655.816895
	Iteration 8Q: 3 clusters Score -1211050 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1211327.625000 Penalty: 4655.816895
	Iteration 9Q: 3 clusters Score -1211328 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1211597.750000 Penalty: 4655.816895
	Iteration 10Q: 3 clusters Score -1211598 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1211891.000000 Penalty: 4655.816895
	Iteration 11Q: 3 clusters Score -1211891 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1212093.375000 Penalty: 4655.816895
	Iteration 12Q: 3 clusters Score -1212093 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1212213.875000 Penalty: 4655.816895
	Iteration 13Q: 3 clusters Score -1212214 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1212297.750000 Penalty: 4655.816895
	Iteration 14Q: 3 clusters Score -1212298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1212355.625000 Penalty: 4655.816895
	Iteration 15Q: 3 clusters Score -1212356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1212395.250000 Penalty: 4655.816895
	Iteration 16Q: 3 clusters Score -1212395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1212418.875000 Penalty: 4655.816895
	Iteration 17Q: 3 clusters Score -1212419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1212444.000000 Penalty: 4655.816895
	Iteration 18Q: 3 clusters Score -1212444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1212468.375000 Penalty: 4655.816895
	Iteration 19Q: 3 clusters Score -1212468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1212503.375000 Penalty: 4655.816895
	Iteration 20F: 3 clusters Score -1212503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1212539.500000 Penalty: 4655.816895
	Iteration 21Q: 3 clusters Score -1212540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1212598.875000 Penalty: 4655.816895
	Iteration 22Q: 3 clusters Score -1212599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1212643.625000 Penalty: 4655.816895
	Iteration 23Q: 3 clusters Score -1212644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1212672.500000 Penalty: 4655.816895
	Iteration 24Q: 3 clusters Score -1212672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1212701.875000 Penalty: 4655.816895
	Iteration 25Q: 3 clusters Score -1212702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1212736.875000 Penalty: 4655.816895
	Iteration 26Q: 3 clusters Score -1212737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1212787.000000 Penalty: 4655.816895
	Iteration 27Q: 3 clusters Score -1212787 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1212857.625000 Penalty: 4655.816895
	Iteration 28Q: 3 clusters Score -1212858 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1212923.625000 Penalty: 4655.816895
	Iteration 29Q: 3 clusters Score -1212924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1212997.375000 Penalty: 4655.816895
	Iteration 30Q: 3 clusters Score -1212997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1213079.250000 Penalty: 4655.816895
	Iteration 31Q: 3 clusters Score -1213079 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1213174.500000 Penalty: 4655.816895
	Iteration 32Q: 3 clusters Score -1213174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1213293.875000 Penalty: 4655.816895
	Iteration 33Q: 3 clusters Score -1213294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1213402.875000 Penalty: 4655.816895
	Iteration 34Q: 3 clusters Score -1213403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1213475.250000 Penalty: 4655.816895
	Iteration 35Q: 3 clusters Score -1213475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1213534.250000 Penalty: 4655.816895
	Iteration 36Q: 3 clusters Score -1213534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1213562.625000 Penalty: 4655.816895
	Iteration 37Q: 3 clusters Score -1213563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1213591.625000 Penalty: 4655.816895
	Iteration 38Q: 3 clusters Score -1213592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1213608.375000 Penalty: 4655.816895
	Iteration 39Q: 3 clusters Score -1213608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1213622.250000 Penalty: 4655.816895
	Iteration 40F: 3 clusters Score -1213622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1213636.250000 Penalty: 4655.816895
	Iteration 41Q: 3 clusters Score -1213636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1213651.250000 Penalty: 4655.816895
	Iteration 42Q: 3 clusters Score -1213651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1213664.875000 Penalty: 4655.816895
	Iteration 43Q: 3 clusters Score -1213665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1213674.125000 Penalty: 4655.816895
	Iteration 44Q: 3 clusters Score -1213674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1213687.500000 Penalty: 4655.816895
	Iteration 45Q: 3 clusters Score -1213688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1213702.375000 Penalty: 4655.816895
	Iteration 46Q: 3 clusters Score -1213702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1213710.375000 Penalty: 4655.816895
	Iteration 47Q: 3 clusters Score -1213710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1213717.375000 Penalty: 4655.816895
	Iteration 48Q: 3 clusters Score -1213717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1213719.625000 Penalty: 4655.816895
	Iteration 49Q: 3 clusters Score -1213720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1213726.750000 Penalty: 4655.816895
	Iteration 50Q: 3 clusters Score -1213727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1213727.875000 Penalty: 4655.816895
	Iteration 51Q: 3 clusters Score -1213728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1213729.625000 Penalty: 4655.816895
	Iteration 52Q: 3 clusters Score -1213730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1213731.250000 Penalty: 4655.816895
	Iteration 53Q: 3 clusters Score -1213731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1213731.125000 Penalty: 4655.816895
	Iteration 54Q: 3 clusters Score -1213731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1213733.875000 Penalty: 4655.816895
	Iteration 55Q: 3 clusters Score -1213734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1213733.875000 Penalty: 4655.816895
	Iteration 56F: 3 clusters Score -1213734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 8153 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 86115 members 
Mstep: Class 15 contains 98556 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 19493 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Entering Unmasked Estep 
Score: -96176200.000000 Penalty: 181536.453125
Splitting cluster 5 changes total score from -96166544.000000 to -96176200.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 6 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -173042.062500 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -173042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -170609.828125 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -170609.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -171000.703125 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -171000.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -171138.140625 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -171138.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -171202.687500 Penalty: 3699.832031
	Iteration 3Q: 3 clusters Score -171202.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -171242.296875 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -171242.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -171273.656250 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -171273.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -171295.125000 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -171295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -171311.296875 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -171311.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171319.562500 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -171319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -171325.390625 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -171325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -171333.218750 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -171333.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171339.031250 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -171339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171342.015625 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -171342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171345.312500 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -171345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -171349.078125 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -171349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -171350.421875 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -171350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -171351.734375 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -171351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -171354.593750 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -171354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -171356.046875 Penalty: 3699.832031
	Iteration 18Q: 3 clusters Score -171356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -171356.140625 Penalty: 3699.832031
	Iteration 19Q: 3 clusters Score -171356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -171356.531250 Penalty: 3699.832031
	Iteration 20F: 3 clusters Score -171356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -814591.062500 Penalty: 2233.523193
	Iteration 0F: 2 clusters Score -814591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -808131.250000 Penalty: 4467.046387
	Iteration 0F: 3 clusters Score -808131.2 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -809936.937500 Penalty: 4467.046387
	Iteration 1F: 3 clusters Score -809936.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -810270.562500 Penalty: 4467.046387
	Iteration 2F: 3 clusters Score -810270.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -810587.375000 Penalty: 4467.046387
	Iteration 3F: 3 clusters Score -810587.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -810938.125000 Penalty: 4467.046387
	Iteration 4F: 3 clusters Score -810938.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -811358.562500 Penalty: 4467.046387
	Iteration 5F: 3 clusters Score -811358.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -811908.562500 Penalty: 4467.046387
	Iteration 6F: 3 clusters Score -811908.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -812685.062500 Penalty: 4467.046387
	Iteration 7F: 3 clusters Score -812685.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -813683.375000 Penalty: 4467.046387
	Iteration 8F: 3 clusters Score -813683.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -814808.812500 Penalty: 4467.046387
	Iteration 9F: 3 clusters Score -814808.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -815421.875000 Penalty: 4467.046387
	Iteration 10Q: 3 clusters Score -815421.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -815815.312500 Penalty: 4467.046387
	Iteration 11Q: 3 clusters Score -815815.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -815932.937500 Penalty: 4467.046387
	Iteration 12Q: 3 clusters Score -815932.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -815990.000000 Penalty: 4467.046387
	Iteration 13Q: 3 clusters Score -815990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -816017.687500 Penalty: 4467.046387
	Iteration 14Q: 3 clusters Score -816017.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -816030.625000 Penalty: 4467.046387
	Iteration 15Q: 3 clusters Score -816030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -816042.812500 Penalty: 4467.046387
	Iteration 16Q: 3 clusters Score -816042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -816043.625000 Penalty: 4467.046387
	Iteration 17Q: 3 clusters Score -816043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -816043.062500 Penalty: 4467.046387
	Iteration 18Q: 3 clusters Score -816043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -816043.062500 Penalty: 4467.046387
	Iteration 19F: 3 clusters Score -816043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 86115 members 
Mstep: Class 15 contains 98556 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 19493 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Entering Unmasked Estep 
Score: -96176680.000000 Penalty: 184961.656250
Splitting cluster 7 changes total score from -96166544.000000 to -96176680.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 8 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -190046.312500 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -190046.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -187184.906250 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -187184.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -187949.687500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -187949.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -188255.015625 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -188255 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -188525.093750 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -188525.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -188782.578125 Penalty: 3869.489990
	Iteration 4F: 3 clusters Score -188782.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -188972.703125 Penalty: 3869.489990
	Iteration 5F: 3 clusters Score -188972.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -189096.578125 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -189096.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189207.187500 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -189207.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -189318.531250 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -189318.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -189408.234375 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -189408.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -189445.078125 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -189445.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -189474.718750 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -189474.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189492.609375 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -189492.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -189505.453125 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -189505.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189516.312500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -189516.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -189528.312500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -189528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -189538.359375 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -189538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -189545.359375 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -189545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -189550.500000 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -189550.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189556.015625 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -189556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -189561.187500 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -189561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -189562.859375 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -189562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -189563.281250 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -189563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -189564.171875 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -189564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -189566.687500 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -189566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189568.062500 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -189568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -189569.531250 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -189569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -189570.421875 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -189570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -189570.421875 Penalty: 3869.489990
	Iteration 28F: 3 clusters Score -189570.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -199984.093750 Penalty: 1902.150513
	Iteration 0F: 2 clusters Score -199984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -197273.843750 Penalty: 3804.301025
	Iteration 0F: 3 clusters Score -197273.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -197782.625000 Penalty: 3804.301025
	Iteration 1F: 3 clusters Score -197782.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -197975.906250 Penalty: 3804.301025
	Iteration 2F: 3 clusters Score -197975.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -198133.640625 Penalty: 3804.301025
	Iteration 3F: 3 clusters Score -198133.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198298.046875 Penalty: 3804.301025
	Iteration 4F: 3 clusters Score -198298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198527.796875 Penalty: 3804.301025
	Iteration 5F: 3 clusters Score -198527.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198810.578125 Penalty: 3804.301025
	Iteration 6F: 3 clusters Score -198810.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -199037.125000 Penalty: 3804.301025
	Iteration 7F: 3 clusters Score -199037.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -199178.265625 Penalty: 3804.301025
	Iteration 8Q: 3 clusters Score -199178.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -199252.468750 Penalty: 3804.301025
	Iteration 9Q: 3 clusters Score -199252.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -199297.031250 Penalty: 3804.301025
	Iteration 10Q: 3 clusters Score -199297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -199322.609375 Penalty: 3804.301025
	Iteration 11Q: 3 clusters Score -199322.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -199337.406250 Penalty: 3804.301025
	Iteration 12Q: 3 clusters Score -199337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199343.015625 Penalty: 3804.301025
	Iteration 13Q: 3 clusters Score -199343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -199346.484375 Penalty: 3804.301025
	Iteration 14Q: 3 clusters Score -199346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199352.296875 Penalty: 3804.301025
	Iteration 15Q: 3 clusters Score -199352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199357.562500 Penalty: 3804.301025
	Iteration 16Q: 3 clusters Score -199357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -199361.750000 Penalty: 3804.301025
	Iteration 17Q: 3 clusters Score -199361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -199363.156250 Penalty: 3804.301025
	Iteration 18Q: 3 clusters Score -199363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -199363.890625 Penalty: 3804.301025
	Iteration 19Q: 3 clusters Score -199363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -199364.312500 Penalty: 3804.301025
	Iteration 20F: 3 clusters Score -199364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199365.234375 Penalty: 3804.301025
	Iteration 21Q: 3 clusters Score -199365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199365.234375 Penalty: 3804.301025
	Iteration 22F: 3 clusters Score -199365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1513524.750000 Penalty: 2385.874512
	Iteration 0F: 2 clusters Score -1513525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1502697.250000 Penalty: 4771.749023
	Iteration 0F: 3 clusters Score -1502697 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1506201.500000 Penalty: 4771.749023
	Iteration 1F: 3 clusters Score -1506202 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1506697.625000 Penalty: 4771.749023
	Iteration 2F: 3 clusters Score -1506698 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1507163.000000 Penalty: 4771.749023
	Iteration 3F: 3 clusters Score -1507163 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1507648.625000 Penalty: 4771.749023
	Iteration 4F: 3 clusters Score -1507649 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1508111.375000 Penalty: 4771.749023
	Iteration 5F: 3 clusters Score -1508111 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1508450.000000 Penalty: 4771.749023
	Iteration 6Q: 3 clusters Score -1508450 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1508699.000000 Penalty: 4771.749023
	Iteration 7Q: 3 clusters Score -1508699 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1508879.000000 Penalty: 4771.749023
	Iteration 8Q: 3 clusters Score -1508879 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1508998.125000 Penalty: 4771.749023
	Iteration 9Q: 3 clusters Score -1508998 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1509085.000000 Penalty: 4771.749023
	Iteration 10Q: 3 clusters Score -1509085 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1509172.375000 Penalty: 4771.749023
	Iteration 11Q: 3 clusters Score -1509172 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1509236.500000 Penalty: 4771.749023
	Iteration 12Q: 3 clusters Score -1509236 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1509286.500000 Penalty: 4771.749023
	Iteration 13Q: 3 clusters Score -1509286 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1509337.625000 Penalty: 4771.749023
	Iteration 14Q: 3 clusters Score -1509338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1509378.750000 Penalty: 4771.749023
	Iteration 15Q: 3 clusters Score -1509379 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1509416.875000 Penalty: 4771.749023
	Iteration 16Q: 3 clusters Score -1509417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1509450.750000 Penalty: 4771.749023
	Iteration 17Q: 3 clusters Score -1509451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1509477.000000 Penalty: 4771.749023
	Iteration 18Q: 3 clusters Score -1509477 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1509506.875000 Penalty: 4771.749023
	Iteration 19Q: 3 clusters Score -1509507 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1509528.125000 Penalty: 4771.749023
	Iteration 20F: 3 clusters Score -1509528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1509557.875000 Penalty: 4771.749023
	Iteration 21Q: 3 clusters Score -1509558 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1509593.000000 Penalty: 4771.749023
	Iteration 22Q: 3 clusters Score -1509593 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1509615.250000 Penalty: 4771.749023
	Iteration 23Q: 3 clusters Score -1509615 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1509650.125000 Penalty: 4771.749023
	Iteration 24Q: 3 clusters Score -1509650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1509678.500000 Penalty: 4771.749023
	Iteration 25Q: 3 clusters Score -1509678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1509704.875000 Penalty: 4771.749023
	Iteration 26Q: 3 clusters Score -1509705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1509738.125000 Penalty: 4771.749023
	Iteration 27Q: 3 clusters Score -1509738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1509778.625000 Penalty: 4771.749023
	Iteration 28Q: 3 clusters Score -1509779 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1509811.625000 Penalty: 4771.749023
	Iteration 29Q: 3 clusters Score -1509812 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1509860.750000 Penalty: 4771.749023
	Iteration 30Q: 3 clusters Score -1509861 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1509911.000000 Penalty: 4771.749023
	Iteration 31Q: 3 clusters Score -1509911 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1509983.625000 Penalty: 4771.749023
	Iteration 32Q: 3 clusters Score -1509984 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1510063.250000 Penalty: 4771.749023
	Iteration 33Q: 3 clusters Score -1510063 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1510162.125000 Penalty: 4771.749023
	Iteration 34Q: 3 clusters Score -1510162 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1510270.375000 Penalty: 4771.749023
	Iteration 35Q: 3 clusters Score -1510270 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1510394.125000 Penalty: 4771.749023
	Iteration 36Q: 3 clusters Score -1510394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1510539.625000 Penalty: 4771.749023
	Iteration 37Q: 3 clusters Score -1510540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1510728.625000 Penalty: 4771.749023
	Iteration 38Q: 3 clusters Score -1510729 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1510974.750000 Penalty: 4771.749023
	Iteration 39Q: 3 clusters Score -1510975 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1511275.375000 Penalty: 4771.749023
	Iteration 40F: 3 clusters Score -1511275 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1511584.625000 Penalty: 4771.749023
	Iteration 41Q: 3 clusters Score -1511585 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1511886.125000 Penalty: 4771.749023
	Iteration 42Q: 3 clusters Score -1511886 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1512167.250000 Penalty: 4771.749023
	Iteration 43Q: 3 clusters Score -1512167 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1512315.875000 Penalty: 4771.749023
	Iteration 44Q: 3 clusters Score -1512316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1512394.125000 Penalty: 4771.749023
	Iteration 45Q: 3 clusters Score -1512394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1512431.250000 Penalty: 4771.749023
	Iteration 46Q: 3 clusters Score -1512431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1512449.125000 Penalty: 4771.749023
	Iteration 47Q: 3 clusters Score -1512449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1512457.000000 Penalty: 4771.749023
	Iteration 48Q: 3 clusters Score -1512457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1512521.625000 Penalty: 4771.749023
	Iteration 49Q: 3 clusters Score -1512522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1512535.875000 Penalty: 4771.749023
	Iteration 50Q: 3 clusters Score -1512536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1512564.250000 Penalty: 4771.749023
	Iteration 51Q: 3 clusters Score -1512564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1512574.625000 Penalty: 4771.749023
	Iteration 52Q: 3 clusters Score -1512575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1512581.500000 Penalty: 4771.749023
	Iteration 53Q: 3 clusters Score -1512582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1512589.125000 Penalty: 4771.749023
	Iteration 54Q: 3 clusters Score -1512589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1512593.750000 Penalty: 4771.749023
	Iteration 55Q: 3 clusters Score -1512594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1512594.500000 Penalty: 4771.749023
	Iteration 56Q: 3 clusters Score -1512594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1512595.375000 Penalty: 4771.749023
	Iteration 57Q: 3 clusters Score -1512595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1512598.375000 Penalty: 4771.749023
	Iteration 58Q: 3 clusters Score -1512598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1512822.000000 Penalty: 4771.749023
	Iteration 59F: 3 clusters Score -1512822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1512929.875000 Penalty: 4771.749023
	Iteration 60F: 3 clusters Score -1512930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1512974.375000 Penalty: 4771.749023
	Iteration 61Q: 3 clusters Score -1512974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1512993.750000 Penalty: 4771.749023
	Iteration 62Q: 3 clusters Score -1512994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1513001.375000 Penalty: 4771.749023
	Iteration 63Q: 3 clusters Score -1513001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1513003.125000 Penalty: 4771.749023
	Iteration 64Q: 3 clusters Score -1513003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1513004.125000 Penalty: 4771.749023
	Iteration 65Q: 3 clusters Score -1513004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1513006.125000 Penalty: 4771.749023
	Iteration 66Q: 3 clusters Score -1513006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1513006.875000 Penalty: 4771.749023
	Iteration 67Q: 3 clusters Score -1513007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1513008.000000 Penalty: 4771.749023
	Iteration 68Q: 3 clusters Score -1513008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1513009.875000 Penalty: 4771.749023
	Iteration 69Q: 3 clusters Score -1513010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1513014.250000 Penalty: 4771.749023
	Iteration 70Q: 3 clusters Score -1513014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1513016.500000 Penalty: 4771.749023
	Iteration 71Q: 3 clusters Score -1513016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1513016.500000 Penalty: 4771.749023
	Iteration 72Q: 3 clusters Score -1513016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1513016.500000 Penalty: 4771.749023
	Iteration 73F: 3 clusters Score -1513016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -935622.500000 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -935622.5 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 4942 members 
Entering Unmasked Estep 
Score: -928052.437500 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -928052.4 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -930318.437500 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -930318.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -930653.437500 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -930653.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -930943.875000 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -930943.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -931240.937500 Penalty: 4561.234863
	Iteration 4F: 3 clusters Score -931240.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -931567.625000 Penalty: 4561.234863
	Iteration 5F: 3 clusters Score -931567.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -931900.062500 Penalty: 4561.234863
	Iteration 6F: 3 clusters Score -931900.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -932163.500000 Penalty: 4561.234863
	Iteration 7Q: 3 clusters Score -932163.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -932404.937500 Penalty: 4561.234863
	Iteration 8Q: 3 clusters Score -932404.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -932589.687500 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -932589.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -932731.250000 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -932731.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -932841.125000 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -932841.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -932922.125000 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -932922.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -932985.375000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -932985.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -933032.625000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -933032.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -933073.000000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -933073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -933112.500000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -933112.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -933152.000000 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -933152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -933185.750000 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -933185.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -933209.875000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -933209.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -933233.625000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -933233.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -933264.562500 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -933264.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -933290.500000 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -933290.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -933317.000000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -933317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -933345.312500 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -933345.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -933368.062500 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -933368.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -933389.937500 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -933389.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -933405.625000 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -933405.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -933426.250000 Penalty: 4561.234863
	Iteration 28Q: 3 clusters Score -933426.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -933444.187500 Penalty: 4561.234863
	Iteration 29Q: 3 clusters Score -933444.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -933463.687500 Penalty: 4561.234863
	Iteration 30Q: 3 clusters Score -933463.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -933486.625000 Penalty: 4561.234863
	Iteration 31Q: 3 clusters Score -933486.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -933511.750000 Penalty: 4561.234863
	Iteration 32Q: 3 clusters Score -933511.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -933536.500000 Penalty: 4561.234863
	Iteration 33Q: 3 clusters Score -933536.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -933570.500000 Penalty: 4561.234863
	Iteration 34Q: 3 clusters Score -933570.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -933617.187500 Penalty: 4561.234863
	Iteration 35Q: 3 clusters Score -933617.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -933660.812500 Penalty: 4561.234863
	Iteration 36Q: 3 clusters Score -933660.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -933690.562500 Penalty: 4561.234863
	Iteration 37Q: 3 clusters Score -933690.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -933716.562500 Penalty: 4561.234863
	Iteration 38Q: 3 clusters Score -933716.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -933738.812500 Penalty: 4561.234863
	Iteration 39Q: 3 clusters Score -933738.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -933760.312500 Penalty: 4561.234863
	Iteration 40F: 3 clusters Score -933760.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -933775.250000 Penalty: 4561.234863
	Iteration 41Q: 3 clusters Score -933775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -933786.875000 Penalty: 4561.234863
	Iteration 42Q: 3 clusters Score -933786.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -933793.125000 Penalty: 4561.234863
	Iteration 43Q: 3 clusters Score -933793.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -933798.500000 Penalty: 4561.234863
	Iteration 44Q: 3 clusters Score -933798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -933800.375000 Penalty: 4561.234863
	Iteration 45Q: 3 clusters Score -933800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -933805.000000 Penalty: 4561.234863
	Iteration 46Q: 3 clusters Score -933805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -933812.250000 Penalty: 4561.234863
	Iteration 47Q: 3 clusters Score -933812.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -933817.000000 Penalty: 4561.234863
	Iteration 48Q: 3 clusters Score -933817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -933821.000000 Penalty: 4561.234863
	Iteration 49Q: 3 clusters Score -933821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -933823.937500 Penalty: 4561.234863
	Iteration 50Q: 3 clusters Score -933823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -933826.687500 Penalty: 4561.234863
	Iteration 51Q: 3 clusters Score -933826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -933827.750000 Penalty: 4561.234863
	Iteration 52Q: 3 clusters Score -933827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -933827.375000 Penalty: 4561.234863
	Iteration 53Q: 3 clusters Score -933827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -933829.312500 Penalty: 4561.234863
	Iteration 54Q: 3 clusters Score -933829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -933829.312500 Penalty: 4561.234863
	Iteration 55Q: 3 clusters Score -933829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -933828.625000 Penalty: 4561.234863
	Iteration 56Q: 3 clusters Score -933828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -933828.187500 Penalty: 4561.234863
	Iteration 57Q: 3 clusters Score -933828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -933831.687500 Penalty: 4561.234863
	Iteration 58Q: 3 clusters Score -933831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -933833.375000 Penalty: 4561.234863
	Iteration 59Q: 3 clusters Score -933833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -933835.062500 Penalty: 4561.234863
	Iteration 60F: 3 clusters Score -933835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -933837.562500 Penalty: 4561.234863
	Iteration 61Q: 3 clusters Score -933837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -933837.625000 Penalty: 4561.234863
	Iteration 62Q: 3 clusters Score -933837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -933841.812500 Penalty: 4561.234863
	Iteration 63Q: 3 clusters Score -933841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -933841.500000 Penalty: 4561.234863
	Iteration 64Q: 3 clusters Score -933841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -933845.375000 Penalty: 4561.234863
	Iteration 65Q: 3 clusters Score -933845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -933847.937500 Penalty: 4561.234863
	Iteration 66Q: 3 clusters Score -933847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -933848.375000 Penalty: 4561.234863
	Iteration 67Q: 3 clusters Score -933848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -933847.750000 Penalty: 4561.234863
	Iteration 68Q: 3 clusters Score -933847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -933848.750000 Penalty: 4561.234863
	Iteration 69Q: 3 clusters Score -933848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -933849.687500 Penalty: 4561.234863
	Iteration 70Q: 3 clusters Score -933849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -933849.687500 Penalty: 4561.234863
	Iteration 71F: 3 clusters Score -933849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Entering Unmasked Estep 
Score: -878303.375000 Penalty: 2268.370361
	Iteration 0F: 2 clusters Score -878303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -871050.312500 Penalty: 4536.740723
	Iteration 0F: 3 clusters Score -871050.3 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -873137.500000 Penalty: 4536.740723
	Iteration 1F: 3 clusters Score -873137.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -873493.562500 Penalty: 4536.740723
	Iteration 2F: 3 clusters Score -873493.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -873861.562500 Penalty: 4536.740723
	Iteration 3F: 3 clusters Score -873861.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -874293.375000 Penalty: 4536.740723
	Iteration 4F: 3 clusters Score -874293.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -874755.750000 Penalty: 4536.740723
	Iteration 5F: 3 clusters Score -874755.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -875248.750000 Penalty: 4536.740723
	Iteration 6F: 3 clusters Score -875248.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -875819.187500 Penalty: 4536.740723
	Iteration 7F: 3 clusters Score -875819.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -876414.625000 Penalty: 4536.740723
	Iteration 8F: 3 clusters Score -876414.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -876943.687500 Penalty: 4536.740723
	Iteration 9F: 3 clusters Score -876943.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -877408.875000 Penalty: 4536.740723
	Iteration 10Q: 3 clusters Score -877408.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -877710.062500 Penalty: 4536.740723
	Iteration 11Q: 3 clusters Score -877710.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -877892.812500 Penalty: 4536.740723
	Iteration 12Q: 3 clusters Score -877892.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -877973.125000 Penalty: 4536.740723
	Iteration 13Q: 3 clusters Score -877973.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -878007.625000 Penalty: 4536.740723
	Iteration 14Q: 3 clusters Score -878007.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -878027.562500 Penalty: 4536.740723
	Iteration 15Q: 3 clusters Score -878027.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -878040.375000 Penalty: 4536.740723
	Iteration 16Q: 3 clusters Score -878040.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -878049.875000 Penalty: 4536.740723
	Iteration 17Q: 3 clusters Score -878049.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -878052.312500 Penalty: 4536.740723
	Iteration 18Q: 3 clusters Score -878052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -878056.125000 Penalty: 4536.740723
	Iteration 19Q: 3 clusters Score -878056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -878054.750000 Penalty: 4536.740723
	Iteration 20F: 3 clusters Score -878054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -878056.500000 Penalty: 4536.740723
	Iteration 21Q: 3 clusters Score -878056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -878055.812500 Penalty: 4536.740723
	Iteration 22Q: 3 clusters Score -878055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -878056.812500 Penalty: 4536.740723
	Iteration 23Q: 3 clusters Score -878056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -878056.812500 Penalty: 4536.740723
	Iteration 24F: 3 clusters Score -878056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Entering Unmasked Estep 
Score: -1224217.625000 Penalty: 2333.702881
	Iteration 0F: 2 clusters Score -1224218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1215111.625000 Penalty: 4667.405762
	Iteration 0F: 3 clusters Score -1215112 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1217861.000000 Penalty: 4667.405762
	Iteration 1F: 3 clusters Score -1217861 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1218241.875000 Penalty: 4667.405762
	Iteration 2F: 3 clusters Score -1218242 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1218604.250000 Penalty: 4667.405762
	Iteration 3F: 3 clusters Score -1218604 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1218999.875000 Penalty: 4667.405762
	Iteration 4F: 3 clusters Score -1219000 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1219467.375000 Penalty: 4667.405762
	Iteration 5F: 3 clusters Score -1219467 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1220024.250000 Penalty: 4667.405762
	Iteration 6F: 3 clusters Score -1220024 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1220547.750000 Penalty: 4667.405762
	Iteration 7F: 3 clusters Score -1220548 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1220936.250000 Penalty: 4667.405762
	Iteration 8Q: 3 clusters Score -1220936 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1221205.000000 Penalty: 4667.405762
	Iteration 9Q: 3 clusters Score -1221205 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1221401.750000 Penalty: 4667.405762
	Iteration 10Q: 3 clusters Score -1221402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1221555.125000 Penalty: 4667.405762
	Iteration 11Q: 3 clusters Score -1221555 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1221674.500000 Penalty: 4667.405762
	Iteration 12Q: 3 clusters Score -1221674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1221773.375000 Penalty: 4667.405762
	Iteration 13Q: 3 clusters Score -1221773 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1221848.250000 Penalty: 4667.405762
	Iteration 14Q: 3 clusters Score -1221848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1221910.750000 Penalty: 4667.405762
	Iteration 15Q: 3 clusters Score -1221911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1221954.250000 Penalty: 4667.405762
	Iteration 16Q: 3 clusters Score -1221954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1221995.875000 Penalty: 4667.405762
	Iteration 17Q: 3 clusters Score -1221996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1222025.250000 Penalty: 4667.405762
	Iteration 18Q: 3 clusters Score -1222025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1222049.625000 Penalty: 4667.405762
	Iteration 19Q: 3 clusters Score -1222050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1222066.250000 Penalty: 4667.405762
	Iteration 20F: 3 clusters Score -1222066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1222079.625000 Penalty: 4667.405762
	Iteration 21Q: 3 clusters Score -1222080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1222092.750000 Penalty: 4667.405762
	Iteration 22Q: 3 clusters Score -1222093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1222112.250000 Penalty: 4667.405762
	Iteration 23Q: 3 clusters Score -1222112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1222120.375000 Penalty: 4667.405762
	Iteration 24Q: 3 clusters Score -1222120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1222127.500000 Penalty: 4667.405762
	Iteration 25Q: 3 clusters Score -1222128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1222134.875000 Penalty: 4667.405762
	Iteration 26Q: 3 clusters Score -1222135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1222142.500000 Penalty: 4667.405762
	Iteration 27Q: 3 clusters Score -1222142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1222147.625000 Penalty: 4667.405762
	Iteration 28Q: 3 clusters Score -1222148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1222151.250000 Penalty: 4667.405762
	Iteration 29Q: 3 clusters Score -1222151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1222157.875000 Penalty: 4667.405762
	Iteration 30Q: 3 clusters Score -1222158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1222161.625000 Penalty: 4667.405762
	Iteration 31Q: 3 clusters Score -1222162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1222164.000000 Penalty: 4667.405762
	Iteration 32Q: 3 clusters Score -1222164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1222167.250000 Penalty: 4667.405762
	Iteration 33Q: 3 clusters Score -1222167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1222172.750000 Penalty: 4667.405762
	Iteration 34Q: 3 clusters Score -1222173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1222172.875000 Penalty: 4667.405762
	Iteration 35Q: 3 clusters Score -1222173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1222178.500000 Penalty: 4667.405762
	Iteration 36Q: 3 clusters Score -1222178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1222177.000000 Penalty: 4667.405762
	Iteration 37Q: 3 clusters Score -1222177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1222177.875000 Penalty: 4667.405762
	Iteration 38Q: 3 clusters Score -1222178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1222178.250000 Penalty: 4667.405762
	Iteration 39Q: 3 clusters Score -1222178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1222178.250000 Penalty: 4667.405762
	Iteration 40F: 3 clusters Score -1222178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (86115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Entering Unmasked Estep 
Score: -8763449.000000 Penalty: 2818.132812
	Iteration 0F: 2 clusters Score -8763449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8705809.000000 Penalty: 5636.265625
	Iteration 0F: 3 clusters Score -8705809 nChanged 40643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8731795.000000 Penalty: 5636.265625
	Iteration 1F: 3 clusters Score -8731795 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -8736291.000000 Penalty: 5636.265625
	Iteration 2F: 3 clusters Score -8736291 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -8742470.000000 Penalty: 5636.265625
	Iteration 3F: 3 clusters Score -8742470 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -8748535.000000 Penalty: 5636.265625
	Iteration 4F: 3 clusters Score -8748535 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -8754149.000000 Penalty: 5636.265625
	Iteration 5F: 3 clusters Score -8754149 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -8759573.000000 Penalty: 5636.265625
	Iteration 6F: 3 clusters Score -8759573 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -8763443.000000 Penalty: 5636.265625
	Iteration 7Q: 3 clusters Score -8763443 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -8765388.000000 Penalty: 5636.265625
	Iteration 8Q: 3 clusters Score -8765388 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -8766413.000000 Penalty: 5636.265625
	Iteration 9Q: 3 clusters Score -8766413 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -8767005.000000 Penalty: 5636.265625
	Iteration 10Q: 3 clusters Score -8767005 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -8767315.000000 Penalty: 5636.265625
	Iteration 11Q: 3 clusters Score -8767315 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -8767448.000000 Penalty: 5636.265625
	Iteration 12Q: 3 clusters Score -8767448 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -8767532.000000 Penalty: 5636.265625
	Iteration 13Q: 3 clusters Score -8767532 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -8767572.000000 Penalty: 5636.265625
	Iteration 14Q: 3 clusters Score -8767572 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -8767595.000000 Penalty: 5636.265625
	Iteration 15Q: 3 clusters Score -8767595 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -8767665.000000 Penalty: 5636.265625
	Iteration 16Q: 3 clusters Score -8767665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -8767671.000000 Penalty: 5636.265625
	Iteration 17Q: 3 clusters Score -8767671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -8767680.000000 Penalty: 5636.265625
	Iteration 18Q: 3 clusters Score -8767680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -8767685.000000 Penalty: 5636.265625
	Iteration 19Q: 3 clusters Score -8767685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -8767688.000000 Penalty: 5636.265625
	Iteration 20F: 3 clusters Score -8767688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -8767688.000000 Penalty: 5636.265625
	Iteration 21Q: 3 clusters Score -8767688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8767695.000000 Penalty: 5636.265625
	Iteration 22Q: 3 clusters Score -8767695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8767701.000000 Penalty: 5636.265625
	Iteration 23Q: 3 clusters Score -8767701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -8767690.000000 Penalty: 5636.265625
	Iteration 24Q: 3 clusters Score -8767690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -8767707.000000 Penalty: 5636.265625
	Iteration 25Q: 3 clusters Score -8767707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -8767696.000000 Penalty: 5636.265625
	Iteration 26Q: 3 clusters Score -8767696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -8767696.000000 Penalty: 5636.265625
	Iteration 27Q: 3 clusters Score -8767696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -8767689.000000 Penalty: 5636.265625
	Iteration 28Q: 3 clusters Score -8767689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -8767691.000000 Penalty: 5636.265625
	Iteration 29Q: 3 clusters Score -8767691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -8767696.000000 Penalty: 5636.265625
	Iteration 30Q: 3 clusters Score -8767696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -8767696.000000 Penalty: 5636.265625
	Iteration 31F: 3 clusters Score -8767696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 98556 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 19493 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Entering Unmasked Estep 
Score: -96180248.000000 Penalty: 188386.875000
Splitting cluster 14 changes total score from -96166544.000000 to -96180248.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 15 (98556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Entering Unmasked Estep 
Score: -9994354.000000 Penalty: 2851.598389
	Iteration 0F: 2 clusters Score -9994354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -9928240.000000 Penalty: 5703.196777
	Iteration 0F: 3 clusters Score -9928240 nChanged 46749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -9957191.000000 Penalty: 5703.196777
	Iteration 1F: 3 clusters Score -9957191 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -9963171.000000 Penalty: 5703.196777
	Iteration 2F: 3 clusters Score -9963171 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -9971119.000000 Penalty: 5703.196777
	Iteration 3F: 3 clusters Score -9971119 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -9979898.000000 Penalty: 5703.196777
	Iteration 4F: 3 clusters Score -9979898 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -9988952.000000 Penalty: 5703.196777
	Iteration 5F: 3 clusters Score -9988952 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -9996509.000000 Penalty: 5703.196777
	Iteration 6F: 3 clusters Score -9996509 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -10001742.000000 Penalty: 5703.196777
	Iteration 7Q: 3 clusters Score -1.000174e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -10004149.000000 Penalty: 5703.196777
	Iteration 8Q: 3 clusters Score -1.000415e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -10005056.000000 Penalty: 5703.196777
	Iteration 9Q: 3 clusters Score -1.000506e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -10005422.000000 Penalty: 5703.196777
	Iteration 10Q: 3 clusters Score -1.000542e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -10005629.000000 Penalty: 5703.196777
	Iteration 11Q: 3 clusters Score -1.000563e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -10005712.000000 Penalty: 5703.196777
	Iteration 12Q: 3 clusters Score -1.000571e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -10005752.000000 Penalty: 5703.196777
	Iteration 13Q: 3 clusters Score -1.000575e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -10005756.000000 Penalty: 5703.196777
	Iteration 14Q: 3 clusters Score -1.000576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -10005779.000000 Penalty: 5703.196777
	Iteration 15Q: 3 clusters Score -1.000578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -10005793.000000 Penalty: 5703.196777
	Iteration 16Q: 3 clusters Score -1.000579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -10005796.000000 Penalty: 5703.196777
	Iteration 17Q: 3 clusters Score -1.00058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -10005786.000000 Penalty: 5703.196777
	Iteration 18Q: 3 clusters Score -1.000579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -10005791.000000 Penalty: 5703.196777
	Iteration 19Q: 3 clusters Score -1.000579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -10005793.000000 Penalty: 5703.196777
	Iteration 20F: 3 clusters Score -1.000579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -10005798.000000 Penalty: 5703.196777
	Iteration 21Q: 3 clusters Score -1.00058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -10005805.000000 Penalty: 5703.196777
	Iteration 22Q: 3 clusters Score -1.00058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -10005802.000000 Penalty: 5703.196777
	Iteration 23Q: 3 clusters Score -1.00058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -10005803.000000 Penalty: 5703.196777
	Iteration 24Q: 3 clusters Score -1.00058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -10005800.000000 Penalty: 5703.196777
	Iteration 25Q: 3 clusters Score -1.00058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -10005802.000000 Penalty: 5703.196777
	Iteration 26Q: 3 clusters Score -1.00058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -10005797.000000 Penalty: 5703.196777
	Iteration 27Q: 3 clusters Score -1.00058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -10005800.000000 Penalty: 5703.196777
	Iteration 28Q: 3 clusters Score -1.00058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -10005800.000000 Penalty: 5703.196777
	Iteration 29F: 3 clusters Score -1.00058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 19493 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Entering Unmasked Estep 
Score: -96190968.000000 Penalty: 191812.093750
Splitting cluster 15 changes total score from -96166544.000000 to -96190968.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 16 (77315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Entering Unmasked Estep 
Score: -7913542.500000 Penalty: 2791.399414
	Iteration 0F: 2 clusters Score -7913542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7861824.000000 Penalty: 5582.798828
	Iteration 0F: 3 clusters Score -7861824 nChanged 36325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7882086.500000 Penalty: 5582.798828
	Iteration 1F: 3 clusters Score -7882086 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7882742.000000 Penalty: 5582.798828
	Iteration 2Q: 3 clusters Score -7882742 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -7883561.000000 Penalty: 5582.798828
	Iteration 3Q: 3 clusters Score -7883561 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -7884565.500000 Penalty: 5582.798828
	Iteration 4Q: 3 clusters Score -7884566 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -7885979.500000 Penalty: 5582.798828
	Iteration 5Q: 3 clusters Score -7885980 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -7888028.000000 Penalty: 5582.798828
	Iteration 6F: 3 clusters Score -7888028 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -7890730.000000 Penalty: 5582.798828
	Iteration 7F: 3 clusters Score -7890730 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7893868.000000 Penalty: 5582.798828
	Iteration 8F: 3 clusters Score -7893868 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -7897085.500000 Penalty: 5582.798828
	Iteration 9F: 3 clusters Score -7897086 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -7899895.500000 Penalty: 5582.798828
	Iteration 10F: 3 clusters Score -7899896 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -7902130.000000 Penalty: 5582.798828
	Iteration 11Q: 3 clusters Score -7902130 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -7903972.500000 Penalty: 5582.798828
	Iteration 12Q: 3 clusters Score -7903972 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -7905664.500000 Penalty: 5582.798828
	Iteration 13Q: 3 clusters Score -7905664 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -7907275.000000 Penalty: 5582.798828
	Iteration 14Q: 3 clusters Score -7907275 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -7908605.000000 Penalty: 5582.798828
	Iteration 15Q: 3 clusters Score -7908605 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -7909630.000000 Penalty: 5582.798828
	Iteration 16Q: 3 clusters Score -7909630 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -7910277.000000 Penalty: 5582.798828
	Iteration 17Q: 3 clusters Score -7910277 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -7910586.500000 Penalty: 5582.798828
	Iteration 18Q: 3 clusters Score -7910586 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -7910798.500000 Penalty: 5582.798828
	Iteration 19Q: 3 clusters Score -7910798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -7910892.000000 Penalty: 5582.798828
	Iteration 20F: 3 clusters Score -7910892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -7910953.500000 Penalty: 5582.798828
	Iteration 21Q: 3 clusters Score -7910954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -7910986.500000 Penalty: 5582.798828
	Iteration 22Q: 3 clusters Score -7910986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -7911018.000000 Penalty: 5582.798828
	Iteration 23Q: 3 clusters Score -7911018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -7911022.000000 Penalty: 5582.798828
	Iteration 24Q: 3 clusters Score -7911022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -7911028.500000 Penalty: 5582.798828
	Iteration 25Q: 3 clusters Score -7911028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -7911037.500000 Penalty: 5582.798828
	Iteration 26Q: 3 clusters Score -7911038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -7911045.000000 Penalty: 5582.798828
	Iteration 27Q: 3 clusters Score -7911045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -7911061.500000 Penalty: 5582.798828
	Iteration 28Q: 3 clusters Score -7911062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -7911071.000000 Penalty: 5582.798828
	Iteration 29Q: 3 clusters Score -7911071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -7911081.500000 Penalty: 5582.798828
	Iteration 30Q: 3 clusters Score -7911082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -7911078.500000 Penalty: 5582.798828
	Iteration 31Q: 3 clusters Score -7911078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -7911076.500000 Penalty: 5582.798828
	Iteration 32Q: 3 clusters Score -7911076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -7911075.500000 Penalty: 5582.798828
	Iteration 33Q: 3 clusters Score -7911076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -7911075.500000 Penalty: 5582.798828
	Iteration 34Q: 3 clusters Score -7911076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -7911078.000000 Penalty: 5582.798828
	Iteration 35Q: 3 clusters Score -7911078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -7911079.500000 Penalty: 5582.798828
	Iteration 36Q: 3 clusters Score -7911080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -7911080.000000 Penalty: 5582.798828
	Iteration 37Q: 3 clusters Score -7911080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -7911085.500000 Penalty: 5582.798828
	Iteration 38Q: 3 clusters Score -7911086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -7911089.500000 Penalty: 5582.798828
	Iteration 39Q: 3 clusters Score -7911090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -7911093.500000 Penalty: 5582.798828
	Iteration 40F: 3 clusters Score -7911094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -83012.531250 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -83012.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81241.164062 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -81241.16 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81648.390625 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -81648.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81861.703125 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -81861.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81953.132812 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -81953.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81993.335938 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -81993.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82035.898438 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -82035.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82079.070312 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -82079.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82158.218750 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -82158.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82193.000000 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -82193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82205.898438 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -82205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82214.937500 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -82214.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82218.515625 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -82218.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82233.335938 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -82233.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82249.281250 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -82249.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82254.789062 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -82254.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82263.625000 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -82263.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82288.734375 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -82288.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82300.640625 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -82300.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82309.640625 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -82309.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82312.382812 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -82312.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82313.617188 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -82313.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -782751.812500 Penalty: 2218.345459
	Iteration 0F: 2 clusters Score -782751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -776552.500000 Penalty: 4436.690918
	Iteration 0F: 3 clusters Score -776552.5 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -778403.500000 Penalty: 4436.690918
	Iteration 1F: 3 clusters Score -778403.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -778983.687500 Penalty: 4436.690918
	Iteration 2F: 3 clusters Score -778983.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -779604.500000 Penalty: 4436.690918
	Iteration 3F: 3 clusters Score -779604.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -780100.875000 Penalty: 4436.690918
	Iteration 4F: 3 clusters Score -780100.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -780450.125000 Penalty: 4436.690918
	Iteration 5F: 3 clusters Score -780450.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -780691.750000 Penalty: 4436.690918
	Iteration 6Q: 3 clusters Score -780691.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -780848.625000 Penalty: 4436.690918
	Iteration 7Q: 3 clusters Score -780848.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -780925.500000 Penalty: 4436.690918
	Iteration 8Q: 3 clusters Score -780925.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -780971.437500 Penalty: 4436.690918
	Iteration 9Q: 3 clusters Score -780971.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -780994.812500 Penalty: 4436.690918
	Iteration 10Q: 3 clusters Score -780994.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -781009.250000 Penalty: 4436.690918
	Iteration 11Q: 3 clusters Score -781009.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -781025.250000 Penalty: 4436.690918
	Iteration 12Q: 3 clusters Score -781025.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -781038.250000 Penalty: 4436.690918
	Iteration 13Q: 3 clusters Score -781038.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -781045.687500 Penalty: 4436.690918
	Iteration 14Q: 3 clusters Score -781045.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -781052.312500 Penalty: 4436.690918
	Iteration 15Q: 3 clusters Score -781052.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -781057.250000 Penalty: 4436.690918
	Iteration 16Q: 3 clusters Score -781057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -781058.187500 Penalty: 4436.690918
	Iteration 17Q: 3 clusters Score -781058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -781059.687500 Penalty: 4436.690918
	Iteration 18Q: 3 clusters Score -781059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -781061.375000 Penalty: 4436.690918
	Iteration 19Q: 3 clusters Score -781061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -781061.375000 Penalty: 4436.690918
	Iteration 20F: 3 clusters Score -781061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -781061.562500 Penalty: 4436.690918
	Iteration 21Q: 3 clusters Score -781061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -781063.062500 Penalty: 4436.690918
	Iteration 22Q: 3 clusters Score -781063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -781064.125000 Penalty: 4436.690918
	Iteration 23Q: 3 clusters Score -781064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -781065.062500 Penalty: 4436.690918
	Iteration 24Q: 3 clusters Score -781065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -781064.562500 Penalty: 4436.690918
	Iteration 25Q: 3 clusters Score -781064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -781064.562500 Penalty: 4436.690918
	Iteration 26F: 3 clusters Score -781064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -610163.000000 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -610163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -605160.875000 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -605160.9 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -606319.750000 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -606319.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -606503.812500 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -606503.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -606598.250000 Penalty: 4295.571777
	Iteration 3Q: 3 clusters Score -606598.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -606674.437500 Penalty: 4295.571777
	Iteration 4Q: 3 clusters Score -606674.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -606742.187500 Penalty: 4295.571777
	Iteration 5Q: 3 clusters Score -606742.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -606796.687500 Penalty: 4295.571777
	Iteration 6Q: 3 clusters Score -606796.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -606843.812500 Penalty: 4295.571777
	Iteration 7Q: 3 clusters Score -606843.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -606884.437500 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -606884.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -606921.437500 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -606921.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -606954.250000 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -606954.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -606991.875000 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -606991.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -607033.875000 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -607033.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -607073.000000 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -607073 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -607114.062500 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -607114.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -607161.687500 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -607161.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -607218.000000 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -607218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -607295.625000 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -607295.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -607375.875000 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -607375.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -607490.437500 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -607490.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -607616.000000 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -607616 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -607750.000000 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -607750 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -607867.000000 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -607867 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -607978.062500 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -607978.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -608073.125000 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -608073.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -608159.812500 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -608159.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -608225.625000 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -608225.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -608272.562500 Penalty: 4295.571777
	Iteration 27Q: 3 clusters Score -608272.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -608308.312500 Penalty: 4295.571777
	Iteration 28Q: 3 clusters Score -608308.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -608338.687500 Penalty: 4295.571777
	Iteration 29Q: 3 clusters Score -608338.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -608356.750000 Penalty: 4295.571777
	Iteration 30Q: 3 clusters Score -608356.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -608367.375000 Penalty: 4295.571777
	Iteration 31Q: 3 clusters Score -608367.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -608376.562500 Penalty: 4295.571777
	Iteration 32Q: 3 clusters Score -608376.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -608385.875000 Penalty: 4295.571777
	Iteration 33Q: 3 clusters Score -608385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -608394.187500 Penalty: 4295.571777
	Iteration 34Q: 3 clusters Score -608394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -608398.750000 Penalty: 4295.571777
	Iteration 35Q: 3 clusters Score -608398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -608402.625000 Penalty: 4295.571777
	Iteration 36Q: 3 clusters Score -608402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -608404.812500 Penalty: 4295.571777
	Iteration 37Q: 3 clusters Score -608404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -608408.625000 Penalty: 4295.571777
	Iteration 38Q: 3 clusters Score -608408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -608410.562500 Penalty: 4295.571777
	Iteration 39Q: 3 clusters Score -608410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -608415.312500 Penalty: 4295.571777
	Iteration 40F: 3 clusters Score -608415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -608418.500000 Penalty: 4295.571777
	Iteration 41Q: 3 clusters Score -608418.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -608422.062500 Penalty: 4295.571777
	Iteration 42Q: 3 clusters Score -608422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -608425.562500 Penalty: 4295.571777
	Iteration 43Q: 3 clusters Score -608425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -608427.500000 Penalty: 4295.571777
	Iteration 44Q: 3 clusters Score -608427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -608430.437500 Penalty: 4295.571777
	Iteration 45Q: 3 clusters Score -608430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -608431.750000 Penalty: 4295.571777
	Iteration 46Q: 3 clusters Score -608431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -608432.000000 Penalty: 4295.571777
	Iteration 47Q: 3 clusters Score -608432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -608434.437500 Penalty: 4295.571777
	Iteration 48Q: 3 clusters Score -608434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -608436.187500 Penalty: 4295.571777
	Iteration 49Q: 3 clusters Score -608436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -608436.062500 Penalty: 4295.571777
	Iteration 50Q: 3 clusters Score -608436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -608436.937500 Penalty: 4295.571777
	Iteration 51Q: 3 clusters Score -608436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -608436.937500 Penalty: 4295.571777
	Iteration 52F: 3 clusters Score -608436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -402110.750000 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -402110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -398139.000000 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -398139 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -399003.000000 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -399003 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -399206.687500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -399206.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -399336.906250 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -399336.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -399451.406250 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -399451.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -399563.218750 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -399563.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -399684.031250 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -399684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -399826.187500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -399826.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -399951.781250 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -399951.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -400072.687500 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -400072.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -400201.875000 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -400201.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -400294.812500 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -400294.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -400367.875000 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -400367.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -400428.937500 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -400428.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -400485.812500 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -400485.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -400531.375000 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -400531.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -400567.906250 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -400567.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -400607.500000 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -400607.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -400635.312500 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -400635.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -400652.718750 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -400652.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -400669.531250 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -400669.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -400689.093750 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -400689.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -400712.281250 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -400712.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -400738.656250 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -400738.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -400767.125000 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -400767.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -400790.031250 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -400790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -400806.562500 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -400806.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -400824.906250 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -400824.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -400854.218750 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -400854.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -400881.156250 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -400881.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -400901.343750 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -400901.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -400913.593750 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -400913.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -400922.093750 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -400922.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -400930.750000 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -400930.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -400941.625000 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -400941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -400947.437500 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -400947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -400953.250000 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -400953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -400958.750000 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -400958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -400965.718750 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -400965.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -400969.875000 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -400969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -400972.156250 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -400972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Entering Unmasked Estep 
Score: -1254666.375000 Penalty: 2332.950439
	Iteration 0F: 2 clusters Score -1254666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1245535.875000 Penalty: 4665.900879
	Iteration 0F: 3 clusters Score -1245536 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1248447.125000 Penalty: 4665.900879
	Iteration 1F: 3 clusters Score -1248447 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1249040.125000 Penalty: 4665.900879
	Iteration 2F: 3 clusters Score -1249040 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1249736.125000 Penalty: 4665.900879
	Iteration 3F: 3 clusters Score -1249736 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1250559.625000 Penalty: 4665.900879
	Iteration 4F: 3 clusters Score -1250560 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1251324.500000 Penalty: 4665.900879
	Iteration 5F: 3 clusters Score -1251324 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1251900.625000 Penalty: 4665.900879
	Iteration 6F: 3 clusters Score -1251901 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1252276.375000 Penalty: 4665.900879
	Iteration 7Q: 3 clusters Score -1252276 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1252494.250000 Penalty: 4665.900879
	Iteration 8Q: 3 clusters Score -1252494 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1252630.750000 Penalty: 4665.900879
	Iteration 9Q: 3 clusters Score -1252631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1252770.875000 Penalty: 4665.900879
	Iteration 10Q: 3 clusters Score -1252771 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1252913.875000 Penalty: 4665.900879
	Iteration 11Q: 3 clusters Score -1252914 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1253040.375000 Penalty: 4665.900879
	Iteration 12Q: 3 clusters Score -1253040 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1253151.500000 Penalty: 4665.900879
	Iteration 13Q: 3 clusters Score -1253152 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1253200.375000 Penalty: 4665.900879
	Iteration 14Q: 3 clusters Score -1253200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1253247.000000 Penalty: 4665.900879
	Iteration 15Q: 3 clusters Score -1253247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1253273.750000 Penalty: 4665.900879
	Iteration 16Q: 3 clusters Score -1253274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1253290.000000 Penalty: 4665.900879
	Iteration 17Q: 3 clusters Score -1253290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1253296.500000 Penalty: 4665.900879
	Iteration 18Q: 3 clusters Score -1253296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1253307.125000 Penalty: 4665.900879
	Iteration 19Q: 3 clusters Score -1253307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1253309.000000 Penalty: 4665.900879
	Iteration 20F: 3 clusters Score -1253309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1253312.000000 Penalty: 4665.900879
	Iteration 21Q: 3 clusters Score -1253312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1253316.250000 Penalty: 4665.900879
	Iteration 22Q: 3 clusters Score -1253316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1253316.750000 Penalty: 4665.900879
	Iteration 23Q: 3 clusters Score -1253317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1253317.750000 Penalty: 4665.900879
	Iteration 24Q: 3 clusters Score -1253318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1253319.250000 Penalty: 4665.900879
	Iteration 25Q: 3 clusters Score -1253319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1253319.750000 Penalty: 4665.900879
	Iteration 26Q: 3 clusters Score -1253320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1253319.500000 Penalty: 4665.900879
	Iteration 27Q: 3 clusters Score -1253320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1253319.500000 Penalty: 4665.900879
	Iteration 28F: 3 clusters Score -1253320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Entering Unmasked Estep 
Score: -541938.687500 Penalty: 2138.770020
	Iteration 0F: 2 clusters Score -541938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -537031.000000 Penalty: 4277.540039
	Iteration 0F: 3 clusters Score -537031 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -538189.437500 Penalty: 4277.540039
	Iteration 1F: 3 clusters Score -538189.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -538380.937500 Penalty: 4277.540039
	Iteration 2F: 3 clusters Score -538380.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -538501.125000 Penalty: 4277.540039
	Iteration 3Q: 3 clusters Score -538501.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -538581.500000 Penalty: 4277.540039
	Iteration 4Q: 3 clusters Score -538581.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -538649.437500 Penalty: 4277.540039
	Iteration 5Q: 3 clusters Score -538649.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -538718.187500 Penalty: 4277.540039
	Iteration 6Q: 3 clusters Score -538718.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -538772.875000 Penalty: 4277.540039
	Iteration 7Q: 3 clusters Score -538772.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -538821.812500 Penalty: 4277.540039
	Iteration 8Q: 3 clusters Score -538821.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -538868.500000 Penalty: 4277.540039
	Iteration 9Q: 3 clusters Score -538868.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -538899.125000 Penalty: 4277.540039
	Iteration 10Q: 3 clusters Score -538899.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -538928.750000 Penalty: 4277.540039
	Iteration 11Q: 3 clusters Score -538928.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -538955.125000 Penalty: 4277.540039
	Iteration 12Q: 3 clusters Score -538955.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -538987.500000 Penalty: 4277.540039
	Iteration 13Q: 3 clusters Score -538987.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -539012.375000 Penalty: 4277.540039
	Iteration 14Q: 3 clusters Score -539012.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -539034.000000 Penalty: 4277.540039
	Iteration 15Q: 3 clusters Score -539034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -539058.375000 Penalty: 4277.540039
	Iteration 16Q: 3 clusters Score -539058.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -539080.812500 Penalty: 4277.540039
	Iteration 17Q: 3 clusters Score -539080.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -539100.437500 Penalty: 4277.540039
	Iteration 18Q: 3 clusters Score -539100.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -539127.312500 Penalty: 4277.540039
	Iteration 19Q: 3 clusters Score -539127.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -539144.687500 Penalty: 4277.540039
	Iteration 20F: 3 clusters Score -539144.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -539163.562500 Penalty: 4277.540039
	Iteration 21Q: 3 clusters Score -539163.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -539180.875000 Penalty: 4277.540039
	Iteration 22Q: 3 clusters Score -539180.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -539205.125000 Penalty: 4277.540039
	Iteration 23Q: 3 clusters Score -539205.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -539225.000000 Penalty: 4277.540039
	Iteration 24Q: 3 clusters Score -539225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -539237.125000 Penalty: 4277.540039
	Iteration 25Q: 3 clusters Score -539237.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -539248.312500 Penalty: 4277.540039
	Iteration 26Q: 3 clusters Score -539248.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -539257.187500 Penalty: 4277.540039
	Iteration 27Q: 3 clusters Score -539257.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -539268.375000 Penalty: 4277.540039
	Iteration 28Q: 3 clusters Score -539268.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -539280.125000 Penalty: 4277.540039
	Iteration 29Q: 3 clusters Score -539280.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -539292.812500 Penalty: 4277.540039
	Iteration 30Q: 3 clusters Score -539292.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -539302.625000 Penalty: 4277.540039
	Iteration 31Q: 3 clusters Score -539302.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -539312.062500 Penalty: 4277.540039
	Iteration 32Q: 3 clusters Score -539312.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -539322.312500 Penalty: 4277.540039
	Iteration 33Q: 3 clusters Score -539322.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -539334.875000 Penalty: 4277.540039
	Iteration 34Q: 3 clusters Score -539334.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -539347.187500 Penalty: 4277.540039
	Iteration 35Q: 3 clusters Score -539347.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -539358.062500 Penalty: 4277.540039
	Iteration 36Q: 3 clusters Score -539358.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -539374.500000 Penalty: 4277.540039
	Iteration 37Q: 3 clusters Score -539374.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -539399.750000 Penalty: 4277.540039
	Iteration 38Q: 3 clusters Score -539399.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -539427.312500 Penalty: 4277.540039
	Iteration 39Q: 3 clusters Score -539427.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -539456.375000 Penalty: 4277.540039
	Iteration 40F: 3 clusters Score -539456.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -539492.875000 Penalty: 4277.540039
	Iteration 41Q: 3 clusters Score -539492.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -539520.187500 Penalty: 4277.540039
	Iteration 42Q: 3 clusters Score -539520.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -539551.000000 Penalty: 4277.540039
	Iteration 43Q: 3 clusters Score -539551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -539581.437500 Penalty: 4277.540039
	Iteration 44Q: 3 clusters Score -539581.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -539614.625000 Penalty: 4277.540039
	Iteration 45Q: 3 clusters Score -539614.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -539646.687500 Penalty: 4277.540039
	Iteration 46Q: 3 clusters Score -539646.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -539683.125000 Penalty: 4277.540039
	Iteration 47Q: 3 clusters Score -539683.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -539719.062500 Penalty: 4277.540039
	Iteration 48Q: 3 clusters Score -539719.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -539753.875000 Penalty: 4277.540039
	Iteration 49Q: 3 clusters Score -539753.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -539789.875000 Penalty: 4277.540039
	Iteration 50Q: 3 clusters Score -539789.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -539834.750000 Penalty: 4277.540039
	Iteration 51Q: 3 clusters Score -539834.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -539876.937500 Penalty: 4277.540039
	Iteration 52Q: 3 clusters Score -539876.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -539910.562500 Penalty: 4277.540039
	Iteration 53Q: 3 clusters Score -539910.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -539947.375000 Penalty: 4277.540039
	Iteration 54Q: 3 clusters Score -539947.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -539978.937500 Penalty: 4277.540039
	Iteration 55Q: 3 clusters Score -539978.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -540007.625000 Penalty: 4277.540039
	Iteration 56Q: 3 clusters Score -540007.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -540036.437500 Penalty: 4277.540039
	Iteration 57Q: 3 clusters Score -540036.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -540064.500000 Penalty: 4277.540039
	Iteration 58Q: 3 clusters Score -540064.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -540090.625000 Penalty: 4277.540039
	Iteration 59Q: 3 clusters Score -540090.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -540110.437500 Penalty: 4277.540039
	Iteration 60F: 3 clusters Score -540110.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -540119.875000 Penalty: 4277.540039
	Iteration 61Q: 3 clusters Score -540119.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -540133.562500 Penalty: 4277.540039
	Iteration 62Q: 3 clusters Score -540133.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -540141.375000 Penalty: 4277.540039
	Iteration 63Q: 3 clusters Score -540141.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -540150.687500 Penalty: 4277.540039
	Iteration 64Q: 3 clusters Score -540150.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -540162.500000 Penalty: 4277.540039
	Iteration 65Q: 3 clusters Score -540162.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -540172.312500 Penalty: 4277.540039
	Iteration 66Q: 3 clusters Score -540172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -540184.937500 Penalty: 4277.540039
	Iteration 67Q: 3 clusters Score -540184.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -540192.437500 Penalty: 4277.540039
	Iteration 68Q: 3 clusters Score -540192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -540200.687500 Penalty: 4277.540039
	Iteration 69Q: 3 clusters Score -540200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -540211.562500 Penalty: 4277.540039
	Iteration 70Q: 3 clusters Score -540211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -540222.125000 Penalty: 4277.540039
	Iteration 71Q: 3 clusters Score -540222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -540228.000000 Penalty: 4277.540039
	Iteration 72Q: 3 clusters Score -540228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -540233.875000 Penalty: 4277.540039
	Iteration 73Q: 3 clusters Score -540233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -540242.437500 Penalty: 4277.540039
	Iteration 74Q: 3 clusters Score -540242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -540249.250000 Penalty: 4277.540039
	Iteration 75Q: 3 clusters Score -540249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -540258.437500 Penalty: 4277.540039
	Iteration 76Q: 3 clusters Score -540258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -540265.375000 Penalty: 4277.540039
	Iteration 77Q: 3 clusters Score -540265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -540272.125000 Penalty: 4277.540039
	Iteration 78Q: 3 clusters Score -540272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -540278.875000 Penalty: 4277.540039
	Iteration 79Q: 3 clusters Score -540278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -540285.125000 Penalty: 4277.540039
	Iteration 80F: 3 clusters Score -540285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -540291.562500 Penalty: 4277.540039
	Iteration 81Q: 3 clusters Score -540291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -540293.125000 Penalty: 4277.540039
	Iteration 82Q: 3 clusters Score -540293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -540293.687500 Penalty: 4277.540039
	Iteration 83Q: 3 clusters Score -540293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -540295.000000 Penalty: 4277.540039
	Iteration 84Q: 3 clusters Score -540295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -540295.000000 Penalty: 4277.540039
	Iteration 85Q: 3 clusters Score -540295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -540296.375000 Penalty: 4277.540039
	Iteration 86Q: 3 clusters Score -540296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -540296.375000 Penalty: 4277.540039
	Iteration 87F: 3 clusters Score -540296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -600968.750000 Penalty: 2194.038330
	Iteration 0F: 2 clusters Score -600968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -595238.687500 Penalty: 4388.076660
	Iteration 0F: 3 clusters Score -595238.7 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -597131.812500 Penalty: 4388.076660
	Iteration 1F: 3 clusters Score -597131.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -597784.250000 Penalty: 4388.076660
	Iteration 2F: 3 clusters Score -597784.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -598250.250000 Penalty: 4388.076660
	Iteration 3F: 3 clusters Score -598250.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -598543.750000 Penalty: 4388.076660
	Iteration 4F: 3 clusters Score -598543.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -598727.000000 Penalty: 4388.076660
	Iteration 5Q: 3 clusters Score -598727 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -598839.625000 Penalty: 4388.076660
	Iteration 6Q: 3 clusters Score -598839.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -598925.750000 Penalty: 4388.076660
	Iteration 7Q: 3 clusters Score -598925.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -599013.937500 Penalty: 4388.076660
	Iteration 8Q: 3 clusters Score -599013.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -599092.625000 Penalty: 4388.076660
	Iteration 9Q: 3 clusters Score -599092.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -599173.250000 Penalty: 4388.076660
	Iteration 10Q: 3 clusters Score -599173.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -599258.937500 Penalty: 4388.076660
	Iteration 11Q: 3 clusters Score -599258.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -599334.125000 Penalty: 4388.076660
	Iteration 12Q: 3 clusters Score -599334.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -599404.687500 Penalty: 4388.076660
	Iteration 13Q: 3 clusters Score -599404.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -599476.125000 Penalty: 4388.076660
	Iteration 14Q: 3 clusters Score -599476.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -599552.625000 Penalty: 4388.076660
	Iteration 15Q: 3 clusters Score -599552.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -599625.562500 Penalty: 4388.076660
	Iteration 16Q: 3 clusters Score -599625.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -599676.625000 Penalty: 4388.076660
	Iteration 17Q: 3 clusters Score -599676.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -599728.375000 Penalty: 4388.076660
	Iteration 18Q: 3 clusters Score -599728.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -599773.000000 Penalty: 4388.076660
	Iteration 19Q: 3 clusters Score -599773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -599804.875000 Penalty: 4388.076660
	Iteration 20F: 3 clusters Score -599804.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -599831.062500 Penalty: 4388.076660
	Iteration 21Q: 3 clusters Score -599831.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -599848.125000 Penalty: 4388.076660
	Iteration 22Q: 3 clusters Score -599848.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -599879.875000 Penalty: 4388.076660
	Iteration 23Q: 3 clusters Score -599879.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -599916.187500 Penalty: 4388.076660
	Iteration 24Q: 3 clusters Score -599916.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -599948.625000 Penalty: 4388.076660
	Iteration 25Q: 3 clusters Score -599948.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -599976.250000 Penalty: 4388.076660
	Iteration 26Q: 3 clusters Score -599976.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -599999.125000 Penalty: 4388.076660
	Iteration 27Q: 3 clusters Score -599999.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -600020.437500 Penalty: 4388.076660
	Iteration 28Q: 3 clusters Score -600020.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -600038.562500 Penalty: 4388.076660
	Iteration 29Q: 3 clusters Score -600038.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -600055.000000 Penalty: 4388.076660
	Iteration 30Q: 3 clusters Score -600055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -600070.687500 Penalty: 4388.076660
	Iteration 31Q: 3 clusters Score -600070.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -600081.812500 Penalty: 4388.076660
	Iteration 32Q: 3 clusters Score -600081.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -600093.812500 Penalty: 4388.076660
	Iteration 33Q: 3 clusters Score -600093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -600105.000000 Penalty: 4388.076660
	Iteration 34Q: 3 clusters Score -600105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -600115.000000 Penalty: 4388.076660
	Iteration 35Q: 3 clusters Score -600115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -600123.562500 Penalty: 4388.076660
	Iteration 36Q: 3 clusters Score -600123.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -600131.875000 Penalty: 4388.076660
	Iteration 37Q: 3 clusters Score -600131.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -600137.187500 Penalty: 4388.076660
	Iteration 38Q: 3 clusters Score -600137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -600142.062500 Penalty: 4388.076660
	Iteration 39Q: 3 clusters Score -600142.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -600145.562500 Penalty: 4388.076660
	Iteration 40F: 3 clusters Score -600145.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -600150.875000 Penalty: 4388.076660
	Iteration 41Q: 3 clusters Score -600150.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -600152.312500 Penalty: 4388.076660
	Iteration 42Q: 3 clusters Score -600152.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -600157.625000 Penalty: 4388.076660
	Iteration 43Q: 3 clusters Score -600157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -600160.750000 Penalty: 4388.076660
	Iteration 44Q: 3 clusters Score -600160.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -600165.937500 Penalty: 4388.076660
	Iteration 45Q: 3 clusters Score -600165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -600169.875000 Penalty: 4388.076660
	Iteration 46Q: 3 clusters Score -600169.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -600170.937500 Penalty: 4388.076660
	Iteration 47Q: 3 clusters Score -600170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -600173.312500 Penalty: 4388.076660
	Iteration 48Q: 3 clusters Score -600173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -600175.750000 Penalty: 4388.076660
	Iteration 49Q: 3 clusters Score -600175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -600176.687500 Penalty: 4388.076660
	Iteration 50Q: 3 clusters Score -600176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -600175.437500 Penalty: 4388.076660
	Iteration 51Q: 3 clusters Score -600175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -600175.437500 Penalty: 4388.076660
	Iteration 52F: 3 clusters Score -600175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -904626.625000 Penalty: 2250.481201
	Iteration 0F: 2 clusters Score -904626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -897820.312500 Penalty: 4500.962402
	Iteration 0F: 3 clusters Score -897820.3 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -899705.625000 Penalty: 4500.962402
	Iteration 1F: 3 clusters Score -899705.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -899990.750000 Penalty: 4500.962402
	Iteration 2F: 3 clusters Score -899990.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -900174.750000 Penalty: 4500.962402
	Iteration 3F: 3 clusters Score -900174.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -900299.687500 Penalty: 4500.962402
	Iteration 4Q: 3 clusters Score -900299.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -900402.812500 Penalty: 4500.962402
	Iteration 5Q: 3 clusters Score -900402.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -900510.812500 Penalty: 4500.962402
	Iteration 6Q: 3 clusters Score -900510.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -900597.187500 Penalty: 4500.962402
	Iteration 7Q: 3 clusters Score -900597.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -900671.000000 Penalty: 4500.962402
	Iteration 8Q: 3 clusters Score -900671 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -900745.937500 Penalty: 4500.962402
	Iteration 9Q: 3 clusters Score -900745.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -900808.250000 Penalty: 4500.962402
	Iteration 10Q: 3 clusters Score -900808.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -900869.812500 Penalty: 4500.962402
	Iteration 11Q: 3 clusters Score -900869.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -900927.375000 Penalty: 4500.962402
	Iteration 12Q: 3 clusters Score -900927.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -900974.812500 Penalty: 4500.962402
	Iteration 13Q: 3 clusters Score -900974.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -901026.875000 Penalty: 4500.962402
	Iteration 14Q: 3 clusters Score -901026.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -901072.250000 Penalty: 4500.962402
	Iteration 15Q: 3 clusters Score -901072.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -901117.500000 Penalty: 4500.962402
	Iteration 16Q: 3 clusters Score -901117.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -901171.937500 Penalty: 4500.962402
	Iteration 17Q: 3 clusters Score -901171.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -901242.000000 Penalty: 4500.962402
	Iteration 18Q: 3 clusters Score -901242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -901311.687500 Penalty: 4500.962402
	Iteration 19Q: 3 clusters Score -901311.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -901385.875000 Penalty: 4500.962402
	Iteration 20F: 3 clusters Score -901385.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -901452.187500 Penalty: 4500.962402
	Iteration 21Q: 3 clusters Score -901452.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -901516.312500 Penalty: 4500.962402
	Iteration 22Q: 3 clusters Score -901516.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -901573.437500 Penalty: 4500.962402
	Iteration 23Q: 3 clusters Score -901573.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -901633.062500 Penalty: 4500.962402
	Iteration 24Q: 3 clusters Score -901633.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -901678.125000 Penalty: 4500.962402
	Iteration 25Q: 3 clusters Score -901678.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -901715.000000 Penalty: 4500.962402
	Iteration 26Q: 3 clusters Score -901715 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -901748.125000 Penalty: 4500.962402
	Iteration 27Q: 3 clusters Score -901748.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -901784.687500 Penalty: 4500.962402
	Iteration 28Q: 3 clusters Score -901784.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -901816.937500 Penalty: 4500.962402
	Iteration 29Q: 3 clusters Score -901816.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -901844.187500 Penalty: 4500.962402
	Iteration 30Q: 3 clusters Score -901844.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -901864.500000 Penalty: 4500.962402
	Iteration 31Q: 3 clusters Score -901864.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -901875.750000 Penalty: 4500.962402
	Iteration 32Q: 3 clusters Score -901875.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -901887.875000 Penalty: 4500.962402
	Iteration 33Q: 3 clusters Score -901887.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -901903.250000 Penalty: 4500.962402
	Iteration 34Q: 3 clusters Score -901903.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -901921.187500 Penalty: 4500.962402
	Iteration 35Q: 3 clusters Score -901921.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -901933.375000 Penalty: 4500.962402
	Iteration 36Q: 3 clusters Score -901933.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -901951.000000 Penalty: 4500.962402
	Iteration 37Q: 3 clusters Score -901951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -901962.000000 Penalty: 4500.962402
	Iteration 38Q: 3 clusters Score -901962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -901982.875000 Penalty: 4500.962402
	Iteration 39Q: 3 clusters Score -901982.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -901999.000000 Penalty: 4500.962402
	Iteration 40F: 3 clusters Score -901999 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -902014.812500 Penalty: 4500.962402
	Iteration 41Q: 3 clusters Score -902014.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -902032.062500 Penalty: 4500.962402
	Iteration 42Q: 3 clusters Score -902032.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -902044.750000 Penalty: 4500.962402
	Iteration 43Q: 3 clusters Score -902044.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -902054.750000 Penalty: 4500.962402
	Iteration 44Q: 3 clusters Score -902054.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -902066.000000 Penalty: 4500.962402
	Iteration 45Q: 3 clusters Score -902066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -902074.375000 Penalty: 4500.962402
	Iteration 46Q: 3 clusters Score -902074.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -902081.562500 Penalty: 4500.962402
	Iteration 47Q: 3 clusters Score -902081.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -902088.312500 Penalty: 4500.962402
	Iteration 48Q: 3 clusters Score -902088.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -902094.812500 Penalty: 4500.962402
	Iteration 49Q: 3 clusters Score -902094.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -902103.062500 Penalty: 4500.962402
	Iteration 50Q: 3 clusters Score -902103.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -902109.062500 Penalty: 4500.962402
	Iteration 51Q: 3 clusters Score -902109.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -902117.875000 Penalty: 4500.962402
	Iteration 52Q: 3 clusters Score -902117.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -902127.625000 Penalty: 4500.962402
	Iteration 53Q: 3 clusters Score -902127.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -902145.687500 Penalty: 4500.962402
	Iteration 54Q: 3 clusters Score -902145.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -902166.562500 Penalty: 4500.962402
	Iteration 55Q: 3 clusters Score -902166.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -902183.937500 Penalty: 4500.962402
	Iteration 56Q: 3 clusters Score -902183.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -902199.875000 Penalty: 4500.962402
	Iteration 57Q: 3 clusters Score -902199.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -902221.000000 Penalty: 4500.962402
	Iteration 58Q: 3 clusters Score -902221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -902236.500000 Penalty: 4500.962402
	Iteration 59Q: 3 clusters Score -902236.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -902251.187500 Penalty: 4500.962402
	Iteration 60F: 3 clusters Score -902251.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -902269.812500 Penalty: 4500.962402
	Iteration 61Q: 3 clusters Score -902269.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -902291.437500 Penalty: 4500.962402
	Iteration 62Q: 3 clusters Score -902291.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -902318.437500 Penalty: 4500.962402
	Iteration 63Q: 3 clusters Score -902318.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -902347.062500 Penalty: 4500.962402
	Iteration 64Q: 3 clusters Score -902347.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -902375.187500 Penalty: 4500.962402
	Iteration 65Q: 3 clusters Score -902375.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -902407.312500 Penalty: 4500.962402
	Iteration 66Q: 3 clusters Score -902407.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -902432.250000 Penalty: 4500.962402
	Iteration 67Q: 3 clusters Score -902432.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -902467.250000 Penalty: 4500.962402
	Iteration 68Q: 3 clusters Score -902467.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -902505.312500 Penalty: 4500.962402
	Iteration 69Q: 3 clusters Score -902505.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -902558.375000 Penalty: 4500.962402
	Iteration 70Q: 3 clusters Score -902558.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -902625.625000 Penalty: 4500.962402
	Iteration 71Q: 3 clusters Score -902625.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -902692.562500 Penalty: 4500.962402
	Iteration 72Q: 3 clusters Score -902692.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -902743.812500 Penalty: 4500.962402
	Iteration 73Q: 3 clusters Score -902743.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -902787.062500 Penalty: 4500.962402
	Iteration 74Q: 3 clusters Score -902787.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -902827.250000 Penalty: 4500.962402
	Iteration 75Q: 3 clusters Score -902827.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -902855.062500 Penalty: 4500.962402
	Iteration 76Q: 3 clusters Score -902855.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -902885.437500 Penalty: 4500.962402
	Iteration 77Q: 3 clusters Score -902885.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -902903.687500 Penalty: 4500.962402
	Iteration 78Q: 3 clusters Score -902903.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -902923.937500 Penalty: 4500.962402
	Iteration 79Q: 3 clusters Score -902923.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -902941.500000 Penalty: 4500.962402
	Iteration 80F: 3 clusters Score -902941.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -902955.375000 Penalty: 4500.962402
	Iteration 81Q: 3 clusters Score -902955.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -902968.250000 Penalty: 4500.962402
	Iteration 82Q: 3 clusters Score -902968.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -902978.375000 Penalty: 4500.962402
	Iteration 83Q: 3 clusters Score -902978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -902983.500000 Penalty: 4500.962402
	Iteration 84Q: 3 clusters Score -902983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -902984.875000 Penalty: 4500.962402
	Iteration 85Q: 3 clusters Score -902984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -902988.125000 Penalty: 4500.962402
	Iteration 86Q: 3 clusters Score -902988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -902987.625000 Penalty: 4500.962402
	Iteration 87Q: 3 clusters Score -902987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -902987.687500 Penalty: 4500.962402
	Iteration 88Q: 3 clusters Score -902987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -902989.625000 Penalty: 4500.962402
	Iteration 89Q: 3 clusters Score -902989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -902989.812500 Penalty: 4500.962402
	Iteration 90Q: 3 clusters Score -902989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -902989.812500 Penalty: 4500.962402
	Iteration 91F: 3 clusters Score -902989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Entering Unmasked Estep 
Score: -743105.062500 Penalty: 2213.479736
	Iteration 0F: 2 clusters Score -743105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -737030.812500 Penalty: 4426.959473
	Iteration 0F: 3 clusters Score -737030.8 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -738803.125000 Penalty: 4426.959473
	Iteration 1F: 3 clusters Score -738803.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -739277.562500 Penalty: 4426.959473
	Iteration 2F: 3 clusters Score -739277.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -739667.750000 Penalty: 4426.959473
	Iteration 3F: 3 clusters Score -739667.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -739993.437500 Penalty: 4426.959473
	Iteration 4F: 3 clusters Score -739993.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -740292.687500 Penalty: 4426.959473
	Iteration 5F: 3 clusters Score -740292.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -740520.375000 Penalty: 4426.959473
	Iteration 6Q: 3 clusters Score -740520.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -740692.312500 Penalty: 4426.959473
	Iteration 7Q: 3 clusters Score -740692.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -740829.875000 Penalty: 4426.959473
	Iteration 8Q: 3 clusters Score -740829.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -740919.000000 Penalty: 4426.959473
	Iteration 9Q: 3 clusters Score -740919 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -741004.937500 Penalty: 4426.959473
	Iteration 10Q: 3 clusters Score -741004.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -741069.375000 Penalty: 4426.959473
	Iteration 11Q: 3 clusters Score -741069.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -741121.875000 Penalty: 4426.959473
	Iteration 12Q: 3 clusters Score -741121.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -741165.250000 Penalty: 4426.959473
	Iteration 13Q: 3 clusters Score -741165.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -741205.437500 Penalty: 4426.959473
	Iteration 14Q: 3 clusters Score -741205.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -741230.562500 Penalty: 4426.959473
	Iteration 15Q: 3 clusters Score -741230.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -741252.875000 Penalty: 4426.959473
	Iteration 16Q: 3 clusters Score -741252.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -741274.250000 Penalty: 4426.959473
	Iteration 17Q: 3 clusters Score -741274.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -741284.687500 Penalty: 4426.959473
	Iteration 18Q: 3 clusters Score -741284.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -741296.000000 Penalty: 4426.959473
	Iteration 19Q: 3 clusters Score -741296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -741299.312500 Penalty: 4426.959473
	Iteration 20F: 3 clusters Score -741299.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -741306.250000 Penalty: 4426.959473
	Iteration 21Q: 3 clusters Score -741306.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -741312.875000 Penalty: 4426.959473
	Iteration 22Q: 3 clusters Score -741312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -741316.187500 Penalty: 4426.959473
	Iteration 23Q: 3 clusters Score -741316.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -741321.187500 Penalty: 4426.959473
	Iteration 24Q: 3 clusters Score -741321.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -741328.000000 Penalty: 4426.959473
	Iteration 25Q: 3 clusters Score -741328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -741330.437500 Penalty: 4426.959473
	Iteration 26Q: 3 clusters Score -741330.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -741333.125000 Penalty: 4426.959473
	Iteration 27Q: 3 clusters Score -741333.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -741336.562500 Penalty: 4426.959473
	Iteration 28Q: 3 clusters Score -741336.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -741340.187500 Penalty: 4426.959473
	Iteration 29Q: 3 clusters Score -741340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -741343.312500 Penalty: 4426.959473
	Iteration 30Q: 3 clusters Score -741343.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -741349.312500 Penalty: 4426.959473
	Iteration 31Q: 3 clusters Score -741349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -741351.312500 Penalty: 4426.959473
	Iteration 32Q: 3 clusters Score -741351.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -741355.750000 Penalty: 4426.959473
	Iteration 33Q: 3 clusters Score -741355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -741360.062500 Penalty: 4426.959473
	Iteration 34Q: 3 clusters Score -741360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -741362.000000 Penalty: 4426.959473
	Iteration 35Q: 3 clusters Score -741362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -741363.312500 Penalty: 4426.959473
	Iteration 36Q: 3 clusters Score -741363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -741363.812500 Penalty: 4426.959473
	Iteration 37Q: 3 clusters Score -741363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -741366.437500 Penalty: 4426.959473
	Iteration 38Q: 3 clusters Score -741366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -741366.437500 Penalty: 4426.959473
	Iteration 39Q: 3 clusters Score -741366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -741366.625000 Penalty: 4426.959473
	Iteration 40F: 3 clusters Score -741366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -741367.562500 Penalty: 4426.959473
	Iteration 41Q: 3 clusters Score -741367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -741368.687500 Penalty: 4426.959473
	Iteration 42Q: 3 clusters Score -741368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -741368.687500 Penalty: 4426.959473
	Iteration 43F: 3 clusters Score -741368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Entering Unmasked Estep 
Score: -1090248.500000 Penalty: 2309.307129
	Iteration 0F: 2 clusters Score -1090248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1081931.750000 Penalty: 4618.614258
	Iteration 0F: 3 clusters Score -1081932 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1084485.750000 Penalty: 4618.614258
	Iteration 1F: 3 clusters Score -1084486 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1084860.875000 Penalty: 4618.614258
	Iteration 2F: 3 clusters Score -1084861 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1085177.875000 Penalty: 4618.614258
	Iteration 3F: 3 clusters Score -1085178 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1085541.625000 Penalty: 4618.614258
	Iteration 4Q: 3 clusters Score -1085542 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1086000.500000 Penalty: 4618.614258
	Iteration 5F: 3 clusters Score -1086000 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1086481.375000 Penalty: 4618.614258
	Iteration 6F: 3 clusters Score -1086481 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1086962.000000 Penalty: 4618.614258
	Iteration 7F: 3 clusters Score -1086962 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1087399.875000 Penalty: 4618.614258
	Iteration 8F: 3 clusters Score -1087400 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1087796.875000 Penalty: 4618.614258
	Iteration 9Q: 3 clusters Score -1087797 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1088112.500000 Penalty: 4618.614258
	Iteration 10Q: 3 clusters Score -1088112 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1088325.625000 Penalty: 4618.614258
	Iteration 11Q: 3 clusters Score -1088326 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1088436.375000 Penalty: 4618.614258
	Iteration 12Q: 3 clusters Score -1088436 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1088498.000000 Penalty: 4618.614258
	Iteration 13Q: 3 clusters Score -1088498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1088530.750000 Penalty: 4618.614258
	Iteration 14Q: 3 clusters Score -1088531 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1088553.500000 Penalty: 4618.614258
	Iteration 15Q: 3 clusters Score -1088554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1088566.125000 Penalty: 4618.614258
	Iteration 16Q: 3 clusters Score -1088566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1088574.375000 Penalty: 4618.614258
	Iteration 17Q: 3 clusters Score -1088574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1088578.875000 Penalty: 4618.614258
	Iteration 18Q: 3 clusters Score -1088579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1088586.250000 Penalty: 4618.614258
	Iteration 19Q: 3 clusters Score -1088586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1088592.375000 Penalty: 4618.614258
	Iteration 20F: 3 clusters Score -1088592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1088597.250000 Penalty: 4618.614258
	Iteration 21Q: 3 clusters Score -1088597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1088606.875000 Penalty: 4618.614258
	Iteration 22Q: 3 clusters Score -1088607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1088611.250000 Penalty: 4618.614258
	Iteration 23Q: 3 clusters Score -1088611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1088616.625000 Penalty: 4618.614258
	Iteration 24Q: 3 clusters Score -1088617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1088623.750000 Penalty: 4618.614258
	Iteration 25Q: 3 clusters Score -1088624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1088634.875000 Penalty: 4618.614258
	Iteration 26Q: 3 clusters Score -1088635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1088649.500000 Penalty: 4618.614258
	Iteration 27Q: 3 clusters Score -1088650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1088664.250000 Penalty: 4618.614258
	Iteration 28Q: 3 clusters Score -1088664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1088683.875000 Penalty: 4618.614258
	Iteration 29Q: 3 clusters Score -1088684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1088703.000000 Penalty: 4618.614258
	Iteration 30Q: 3 clusters Score -1088703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1088735.125000 Penalty: 4618.614258
	Iteration 31Q: 3 clusters Score -1088735 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1088794.875000 Penalty: 4618.614258
	Iteration 32Q: 3 clusters Score -1088795 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1088869.750000 Penalty: 4618.614258
	Iteration 33Q: 3 clusters Score -1088870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1088957.250000 Penalty: 4618.614258
	Iteration 34Q: 3 clusters Score -1088957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1089021.125000 Penalty: 4618.614258
	Iteration 35Q: 3 clusters Score -1089021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1089075.625000 Penalty: 4618.614258
	Iteration 36Q: 3 clusters Score -1089076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1089115.250000 Penalty: 4618.614258
	Iteration 37Q: 3 clusters Score -1089115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1089141.000000 Penalty: 4618.614258
	Iteration 38Q: 3 clusters Score -1089141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1089153.875000 Penalty: 4618.614258
	Iteration 39Q: 3 clusters Score -1089154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1089168.750000 Penalty: 4618.614258
	Iteration 40F: 3 clusters Score -1089169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1089179.625000 Penalty: 4618.614258
	Iteration 41Q: 3 clusters Score -1089180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1089188.625000 Penalty: 4618.614258
	Iteration 42Q: 3 clusters Score -1089189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1089195.375000 Penalty: 4618.614258
	Iteration 43Q: 3 clusters Score -1089195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1089202.875000 Penalty: 4618.614258
	Iteration 44Q: 3 clusters Score -1089203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1089209.125000 Penalty: 4618.614258
	Iteration 45Q: 3 clusters Score -1089209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1089217.500000 Penalty: 4618.614258
	Iteration 46Q: 3 clusters Score -1089218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1089223.750000 Penalty: 4618.614258
	Iteration 47Q: 3 clusters Score -1089224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1089228.625000 Penalty: 4618.614258
	Iteration 48Q: 3 clusters Score -1089229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1089233.375000 Penalty: 4618.614258
	Iteration 49Q: 3 clusters Score -1089233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1089232.625000 Penalty: 4618.614258
	Iteration 50Q: 3 clusters Score -1089233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1089234.625000 Penalty: 4618.614258
	Iteration 51Q: 3 clusters Score -1089235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1089234.125000 Penalty: 4618.614258
	Iteration 52Q: 3 clusters Score -1089234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1089234.125000 Penalty: 4618.614258
	Iteration 53F: 3 clusters Score -1089234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -653667.750000 Penalty: 2220.502686
	Iteration 0F: 2 clusters Score -653667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -647485.250000 Penalty: 4441.005371
	Iteration 0F: 3 clusters Score -647485.2 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -649389.687500 Penalty: 4441.005371
	Iteration 1F: 3 clusters Score -649389.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -650016.812500 Penalty: 4441.005371
	Iteration 2F: 3 clusters Score -650016.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -650681.625000 Penalty: 4441.005371
	Iteration 3F: 3 clusters Score -650681.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -651192.750000 Penalty: 4441.005371
	Iteration 4F: 3 clusters Score -651192.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -651583.250000 Penalty: 4441.005371
	Iteration 5F: 3 clusters Score -651583.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -651814.812500 Penalty: 4441.005371
	Iteration 6Q: 3 clusters Score -651814.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -651936.250000 Penalty: 4441.005371
	Iteration 7Q: 3 clusters Score -651936.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -652009.750000 Penalty: 4441.005371
	Iteration 8Q: 3 clusters Score -652009.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -652063.812500 Penalty: 4441.005371
	Iteration 9Q: 3 clusters Score -652063.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -652115.937500 Penalty: 4441.005371
	Iteration 10Q: 3 clusters Score -652115.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -652146.937500 Penalty: 4441.005371
	Iteration 11Q: 3 clusters Score -652146.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -652173.687500 Penalty: 4441.005371
	Iteration 12Q: 3 clusters Score -652173.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -652188.500000 Penalty: 4441.005371
	Iteration 13Q: 3 clusters Score -652188.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -652202.250000 Penalty: 4441.005371
	Iteration 14Q: 3 clusters Score -652202.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -652213.812500 Penalty: 4441.005371
	Iteration 15Q: 3 clusters Score -652213.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -652222.125000 Penalty: 4441.005371
	Iteration 16Q: 3 clusters Score -652222.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -652224.437500 Penalty: 4441.005371
	Iteration 17Q: 3 clusters Score -652224.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -652230.937500 Penalty: 4441.005371
	Iteration 18Q: 3 clusters Score -652230.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -652235.562500 Penalty: 4441.005371
	Iteration 19Q: 3 clusters Score -652235.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -652239.125000 Penalty: 4441.005371
	Iteration 20F: 3 clusters Score -652239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -652246.875000 Penalty: 4441.005371
	Iteration 21Q: 3 clusters Score -652246.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -652249.125000 Penalty: 4441.005371
	Iteration 22Q: 3 clusters Score -652249.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -652251.437500 Penalty: 4441.005371
	Iteration 23Q: 3 clusters Score -652251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -652255.375000 Penalty: 4441.005371
	Iteration 24Q: 3 clusters Score -652255.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -652260.125000 Penalty: 4441.005371
	Iteration 25Q: 3 clusters Score -652260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -652262.000000 Penalty: 4441.005371
	Iteration 26Q: 3 clusters Score -652262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -652265.375000 Penalty: 4441.005371
	Iteration 27Q: 3 clusters Score -652265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -652266.687500 Penalty: 4441.005371
	Iteration 28Q: 3 clusters Score -652266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -652267.687500 Penalty: 4441.005371
	Iteration 29Q: 3 clusters Score -652267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -652267.812500 Penalty: 4441.005371
	Iteration 30Q: 3 clusters Score -652267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -652267.812500 Penalty: 4441.005371
	Iteration 31F: 3 clusters Score -652267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -238334.921875 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -238334.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235440.609375 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -235440.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -236041.875000 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -236041.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -236179.890625 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -236179.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -236247.843750 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -236247.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -236291.890625 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -236291.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -236322.265625 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -236322.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -236335.890625 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -236335.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236350.671875 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -236350.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -236360.375000 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -236360.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -236372.640625 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -236372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236381.484375 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -236381.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236393.171875 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -236393.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -236405.109375 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -236405.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -236416.671875 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -236416.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -236425.265625 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -236425.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -236435.531250 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -236435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -236446.671875 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -236446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -236457.796875 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -236457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -236471.593750 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -236471.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -236490.359375 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -236490.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -236511.265625 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -236511.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -236539.359375 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -236539.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -236587.453125 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -236587.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -236681.437500 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -236681.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -236854.609375 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -236854.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -237128.562500 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -237128.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237295.625000 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -237295.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -237377.046875 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -237377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -237426.062500 Penalty: 3863.158691
	Iteration 28Q: 3 clusters Score -237426.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -237469.437500 Penalty: 3863.158691
	Iteration 29Q: 3 clusters Score -237469.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -237498.937500 Penalty: 3863.158691
	Iteration 30Q: 3 clusters Score -237498.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -237518.765625 Penalty: 3863.158691
	Iteration 31Q: 3 clusters Score -237518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237530.890625 Penalty: 3863.158691
	Iteration 32Q: 3 clusters Score -237530.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -237543.406250 Penalty: 3863.158691
	Iteration 33Q: 3 clusters Score -237543.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -237552.875000 Penalty: 3863.158691
	Iteration 34Q: 3 clusters Score -237552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -237560.437500 Penalty: 3863.158691
	Iteration 35Q: 3 clusters Score -237560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -237563.093750 Penalty: 3863.158691
	Iteration 36Q: 3 clusters Score -237563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -237564.765625 Penalty: 3863.158691
	Iteration 37Q: 3 clusters Score -237564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -237565.921875 Penalty: 3863.158691
	Iteration 38Q: 3 clusters Score -237565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -237567.359375 Penalty: 3863.158691
	Iteration 39F: 3 clusters Score -237567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -237569.343750 Penalty: 3863.158691
	Iteration 40F: 3 clusters Score -237569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -237571.781250 Penalty: 3863.158691
	Iteration 41Q: 3 clusters Score -237571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -237574.390625 Penalty: 3863.158691
	Iteration 42Q: 3 clusters Score -237574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -237576.390625 Penalty: 3863.158691
	Iteration 43Q: 3 clusters Score -237576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -237578.062500 Penalty: 3863.158691
	Iteration 44Q: 3 clusters Score -237578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -237580.687500 Penalty: 3863.158691
	Iteration 45Q: 3 clusters Score -237580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -237586.218750 Penalty: 3863.158691
	Iteration 46Q: 3 clusters Score -237586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -237593.453125 Penalty: 3863.158691
	Iteration 47Q: 3 clusters Score -237593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -237599.937500 Penalty: 3863.158691
	Iteration 48Q: 3 clusters Score -237599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -237604.984375 Penalty: 3863.158691
	Iteration 49Q: 3 clusters Score -237605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -237611.328125 Penalty: 3863.158691
	Iteration 50Q: 3 clusters Score -237611.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -237621.281250 Penalty: 3863.158691
	Iteration 51Q: 3 clusters Score -237621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -237634.640625 Penalty: 3863.158691
	Iteration 52Q: 3 clusters Score -237634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -237654.718750 Penalty: 3863.158691
	Iteration 53Q: 3 clusters Score -237654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -237671.484375 Penalty: 3863.158691
	Iteration 54Q: 3 clusters Score -237671.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -237689.031250 Penalty: 3863.158691
	Iteration 55Q: 3 clusters Score -237689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -237705.765625 Penalty: 3863.158691
	Iteration 56Q: 3 clusters Score -237705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -237724.125000 Penalty: 3863.158691
	Iteration 57Q: 3 clusters Score -237724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -237732.312500 Penalty: 3863.158691
	Iteration 58Q: 3 clusters Score -237732.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -237747.359375 Penalty: 3863.158691
	Iteration 59Q: 3 clusters Score -237747.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -237768.390625 Penalty: 3863.158691
	Iteration 60F: 3 clusters Score -237768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -237778.187500 Penalty: 3863.158691
	Iteration 61Q: 3 clusters Score -237778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -237791.609375 Penalty: 3863.158691
	Iteration 62Q: 3 clusters Score -237791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -237801.312500 Penalty: 3863.158691
	Iteration 63Q: 3 clusters Score -237801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -237811.609375 Penalty: 3863.158691
	Iteration 64Q: 3 clusters Score -237811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -237823.859375 Penalty: 3863.158691
	Iteration 65Q: 3 clusters Score -237823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -237848.218750 Penalty: 3863.158691
	Iteration 66Q: 3 clusters Score -237848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -237867.375000 Penalty: 3863.158691
	Iteration 67Q: 3 clusters Score -237867.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -237912.234375 Penalty: 3863.158691
	Iteration 68Q: 3 clusters Score -237912.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -237973.390625 Penalty: 3863.158691
	Iteration 69Q: 3 clusters Score -237973.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -238014.875000 Penalty: 3863.158691
	Iteration 70Q: 3 clusters Score -238014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -238042.296875 Penalty: 3863.158691
	Iteration 71Q: 3 clusters Score -238042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -238059.828125 Penalty: 3863.158691
	Iteration 72Q: 3 clusters Score -238059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -238077.078125 Penalty: 3863.158691
	Iteration 73Q: 3 clusters Score -238077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -238095.437500 Penalty: 3863.158691
	Iteration 74Q: 3 clusters Score -238095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -238114.281250 Penalty: 3863.158691
	Iteration 75Q: 3 clusters Score -238114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -238122.109375 Penalty: 3863.158691
	Iteration 76Q: 3 clusters Score -238122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -238125.250000 Penalty: 3863.158691
	Iteration 77Q: 3 clusters Score -238125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -238126.156250 Penalty: 3863.158691
	Iteration 78Q: 3 clusters Score -238126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -238126.156250 Penalty: 3863.158691
	Iteration 79F: 3 clusters Score -238126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -292367.218750 Penalty: 1992.829468
	Iteration 0F: 2 clusters Score -292367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -289042.250000 Penalty: 3985.658936
	Iteration 0F: 3 clusters Score -289042.2 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -289759.906250 Penalty: 3985.658936
	Iteration 1F: 3 clusters Score -289759.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -289948.593750 Penalty: 3985.658936
	Iteration 2F: 3 clusters Score -289948.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -290068.312500 Penalty: 3985.658936
	Iteration 3F: 3 clusters Score -290068.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -290129.656250 Penalty: 3985.658936
	Iteration 4Q: 3 clusters Score -290129.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -290174.062500 Penalty: 3985.658936
	Iteration 5Q: 3 clusters Score -290174.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -290212.406250 Penalty: 3985.658936
	Iteration 6Q: 3 clusters Score -290212.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -290241.687500 Penalty: 3985.658936
	Iteration 7Q: 3 clusters Score -290241.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -290265.750000 Penalty: 3985.658936
	Iteration 8Q: 3 clusters Score -290265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -290281.218750 Penalty: 3985.658936
	Iteration 9Q: 3 clusters Score -290281.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -290294.312500 Penalty: 3985.658936
	Iteration 10Q: 3 clusters Score -290294.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -290303.250000 Penalty: 3985.658936
	Iteration 11Q: 3 clusters Score -290303.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -290312.437500 Penalty: 3985.658936
	Iteration 12Q: 3 clusters Score -290312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -290319.468750 Penalty: 3985.658936
	Iteration 13Q: 3 clusters Score -290319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -290330.062500 Penalty: 3985.658936
	Iteration 14Q: 3 clusters Score -290330.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -290341.906250 Penalty: 3985.658936
	Iteration 15Q: 3 clusters Score -290341.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -290350.375000 Penalty: 3985.658936
	Iteration 16Q: 3 clusters Score -290350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -290358.125000 Penalty: 3985.658936
	Iteration 17Q: 3 clusters Score -290358.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -290363.812500 Penalty: 3985.658936
	Iteration 18Q: 3 clusters Score -290363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -290370.468750 Penalty: 3985.658936
	Iteration 19Q: 3 clusters Score -290370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -290375.156250 Penalty: 3985.658936
	Iteration 20F: 3 clusters Score -290375.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -290381.031250 Penalty: 3985.658936
	Iteration 21Q: 3 clusters Score -290381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290385.500000 Penalty: 3985.658936
	Iteration 22Q: 3 clusters Score -290385.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -290389.875000 Penalty: 3985.658936
	Iteration 23Q: 3 clusters Score -290389.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -290396.187500 Penalty: 3985.658936
	Iteration 24Q: 3 clusters Score -290396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -290403.562500 Penalty: 3985.658936
	Iteration 25Q: 3 clusters Score -290403.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -290411.156250 Penalty: 3985.658936
	Iteration 26Q: 3 clusters Score -290411.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -290418.125000 Penalty: 3985.658936
	Iteration 27Q: 3 clusters Score -290418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -290423.250000 Penalty: 3985.658936
	Iteration 28Q: 3 clusters Score -290423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -290437.031250 Penalty: 3985.658936
	Iteration 29Q: 3 clusters Score -290437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -290453.531250 Penalty: 3985.658936
	Iteration 30Q: 3 clusters Score -290453.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -290475.500000 Penalty: 3985.658936
	Iteration 31Q: 3 clusters Score -290475.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -290499.750000 Penalty: 3985.658936
	Iteration 32Q: 3 clusters Score -290499.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -290532.437500 Penalty: 3985.658936
	Iteration 33Q: 3 clusters Score -290532.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -290561.375000 Penalty: 3985.658936
	Iteration 34Q: 3 clusters Score -290561.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -290587.812500 Penalty: 3985.658936
	Iteration 35Q: 3 clusters Score -290587.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -290609.125000 Penalty: 3985.658936
	Iteration 36Q: 3 clusters Score -290609.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -290628.375000 Penalty: 3985.658936
	Iteration 37Q: 3 clusters Score -290628.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -290645.625000 Penalty: 3985.658936
	Iteration 38Q: 3 clusters Score -290645.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -290664.375000 Penalty: 3985.658936
	Iteration 39Q: 3 clusters Score -290664.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -290682.562500 Penalty: 3985.658936
	Iteration 40F: 3 clusters Score -290682.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -290699.843750 Penalty: 3985.658936
	Iteration 41Q: 3 clusters Score -290699.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -290717.125000 Penalty: 3985.658936
	Iteration 42Q: 3 clusters Score -290717.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -290730.312500 Penalty: 3985.658936
	Iteration 43Q: 3 clusters Score -290730.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -290738.656250 Penalty: 3985.658936
	Iteration 44Q: 3 clusters Score -290738.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -290744.937500 Penalty: 3985.658936
	Iteration 45Q: 3 clusters Score -290744.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -290753.718750 Penalty: 3985.658936
	Iteration 46Q: 3 clusters Score -290753.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -290758.750000 Penalty: 3985.658936
	Iteration 47Q: 3 clusters Score -290758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -290764.718750 Penalty: 3985.658936
	Iteration 48Q: 3 clusters Score -290764.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -290774.906250 Penalty: 3985.658936
	Iteration 49Q: 3 clusters Score -290774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -290785.343750 Penalty: 3985.658936
	Iteration 50Q: 3 clusters Score -290785.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -290799.250000 Penalty: 3985.658936
	Iteration 51Q: 3 clusters Score -290799.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -290813.125000 Penalty: 3985.658936
	Iteration 52Q: 3 clusters Score -290813.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -290834.656250 Penalty: 3985.658936
	Iteration 53Q: 3 clusters Score -290834.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -290851.500000 Penalty: 3985.658936
	Iteration 54Q: 3 clusters Score -290851.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -290871.468750 Penalty: 3985.658936
	Iteration 55Q: 3 clusters Score -290871.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -290885.812500 Penalty: 3985.658936
	Iteration 56Q: 3 clusters Score -290885.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -290894.906250 Penalty: 3985.658936
	Iteration 57Q: 3 clusters Score -290894.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -290902.937500 Penalty: 3985.658936
	Iteration 58Q: 3 clusters Score -290902.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -290907.968750 Penalty: 3985.658936
	Iteration 59Q: 3 clusters Score -290908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -290910.156250 Penalty: 3985.658936
	Iteration 60F: 3 clusters Score -290910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -290911.781250 Penalty: 3985.658936
	Iteration 61Q: 3 clusters Score -290911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -290915.156250 Penalty: 3985.658936
	Iteration 62Q: 3 clusters Score -290915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -290917.281250 Penalty: 3985.658936
	Iteration 63Q: 3 clusters Score -290917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -290918.656250 Penalty: 3985.658936
	Iteration 64Q: 3 clusters Score -290918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -290919.875000 Penalty: 3985.658936
	Iteration 65Q: 3 clusters Score -290919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -290921.125000 Penalty: 3985.658936
	Iteration 66Q: 3 clusters Score -290921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -290921.687500 Penalty: 3985.658936
	Iteration 67Q: 3 clusters Score -290921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -290923.312500 Penalty: 3985.658936
	Iteration 68Q: 3 clusters Score -290923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -290923.593750 Penalty: 3985.658936
	Iteration 69Q: 3 clusters Score -290923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -290924.625000 Penalty: 3985.658936
	Iteration 70Q: 3 clusters Score -290924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -290925.593750 Penalty: 3985.658936
	Iteration 71Q: 3 clusters Score -290925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -290927.500000 Penalty: 3985.658936
	Iteration 72Q: 3 clusters Score -290927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -290927.500000 Penalty: 3985.658936
	Iteration 73F: 3 clusters Score -290927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Entering Unmasked Estep 
Score: -1792830.875000 Penalty: 2449.697021
	Iteration 0F: 2 clusters Score -1792831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1779056.000000 Penalty: 4899.394043
	Iteration 0F: 3 clusters Score -1779056 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1784549.000000 Penalty: 4899.394043
	Iteration 1F: 3 clusters Score -1784549 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1785631.750000 Penalty: 4899.394043
	Iteration 2F: 3 clusters Score -1785632 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1786608.375000 Penalty: 4899.394043
	Iteration 3F: 3 clusters Score -1786608 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1787548.250000 Penalty: 4899.394043
	Iteration 4F: 3 clusters Score -1787548 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1788545.375000 Penalty: 4899.394043
	Iteration 5F: 3 clusters Score -1788545 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1789741.125000 Penalty: 4899.394043
	Iteration 6F: 3 clusters Score -1789741 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1790820.875000 Penalty: 4899.394043
	Iteration 7F: 3 clusters Score -1790821 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1791539.625000 Penalty: 4899.394043
	Iteration 8Q: 3 clusters Score -1791540 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1791930.750000 Penalty: 4899.394043
	Iteration 9Q: 3 clusters Score -1791931 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1792153.750000 Penalty: 4899.394043
	Iteration 10Q: 3 clusters Score -1792154 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1792303.250000 Penalty: 4899.394043
	Iteration 11Q: 3 clusters Score -1792303 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1792389.875000 Penalty: 4899.394043
	Iteration 12Q: 3 clusters Score -1792390 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1792450.125000 Penalty: 4899.394043
	Iteration 13Q: 3 clusters Score -1792450 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1792495.875000 Penalty: 4899.394043
	Iteration 14Q: 3 clusters Score -1792496 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1792546.375000 Penalty: 4899.394043
	Iteration 15Q: 3 clusters Score -1792546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1792588.375000 Penalty: 4899.394043
	Iteration 16Q: 3 clusters Score -1792588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1792627.000000 Penalty: 4899.394043
	Iteration 17Q: 3 clusters Score -1792627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1792671.250000 Penalty: 4899.394043
	Iteration 18Q: 3 clusters Score -1792671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1792696.000000 Penalty: 4899.394043
	Iteration 19Q: 3 clusters Score -1792696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1792734.375000 Penalty: 4899.394043
	Iteration 20F: 3 clusters Score -1792734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1792765.375000 Penalty: 4899.394043
	Iteration 21Q: 3 clusters Score -1792765 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1792801.500000 Penalty: 4899.394043
	Iteration 22Q: 3 clusters Score -1792802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1792832.625000 Penalty: 4899.394043
	Iteration 23Q: 3 clusters Score -1792833 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1792869.375000 Penalty: 4899.394043
	Iteration 24Q: 3 clusters Score -1792869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1792894.375000 Penalty: 4899.394043
	Iteration 25Q: 3 clusters Score -1792894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1792921.625000 Penalty: 4899.394043
	Iteration 26Q: 3 clusters Score -1792922 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1792936.500000 Penalty: 4899.394043
	Iteration 27Q: 3 clusters Score -1792936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1792954.750000 Penalty: 4899.394043
	Iteration 28Q: 3 clusters Score -1792955 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1792972.750000 Penalty: 4899.394043
	Iteration 29Q: 3 clusters Score -1792973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1793001.875000 Penalty: 4899.394043
	Iteration 30Q: 3 clusters Score -1793002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1793013.000000 Penalty: 4899.394043
	Iteration 31Q: 3 clusters Score -1793013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1793027.125000 Penalty: 4899.394043
	Iteration 32Q: 3 clusters Score -1793027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1793046.750000 Penalty: 4899.394043
	Iteration 33Q: 3 clusters Score -1793047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1793059.375000 Penalty: 4899.394043
	Iteration 34Q: 3 clusters Score -1793059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1793070.500000 Penalty: 4899.394043
	Iteration 35Q: 3 clusters Score -1793070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1793084.250000 Penalty: 4899.394043
	Iteration 36Q: 3 clusters Score -1793084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1793096.375000 Penalty: 4899.394043
	Iteration 37Q: 3 clusters Score -1793096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1793111.750000 Penalty: 4899.394043
	Iteration 38Q: 3 clusters Score -1793112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1793116.875000 Penalty: 4899.394043
	Iteration 39Q: 3 clusters Score -1793117 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1793129.500000 Penalty: 4899.394043
	Iteration 40F: 3 clusters Score -1793130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1793143.000000 Penalty: 4899.394043
	Iteration 41Q: 3 clusters Score -1793143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1793153.375000 Penalty: 4899.394043
	Iteration 42Q: 3 clusters Score -1793153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1793164.875000 Penalty: 4899.394043
	Iteration 43Q: 3 clusters Score -1793165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1793164.125000 Penalty: 4899.394043
	Iteration 44Q: 3 clusters Score -1793164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1793169.625000 Penalty: 4899.394043
	Iteration 45Q: 3 clusters Score -1793170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1793179.250000 Penalty: 4899.394043
	Iteration 46Q: 3 clusters Score -1793179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1793185.125000 Penalty: 4899.394043
	Iteration 47Q: 3 clusters Score -1793185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1793194.375000 Penalty: 4899.394043
	Iteration 48Q: 3 clusters Score -1793194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1793205.250000 Penalty: 4899.394043
	Iteration 49Q: 3 clusters Score -1793205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1793211.875000 Penalty: 4899.394043
	Iteration 50Q: 3 clusters Score -1793212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1793217.000000 Penalty: 4899.394043
	Iteration 51Q: 3 clusters Score -1793217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1793222.750000 Penalty: 4899.394043
	Iteration 52Q: 3 clusters Score -1793223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1793233.375000 Penalty: 4899.394043
	Iteration 53Q: 3 clusters Score -1793233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1793233.250000 Penalty: 4899.394043
	Iteration 54Q: 3 clusters Score -1793233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1793239.000000 Penalty: 4899.394043
	Iteration 55Q: 3 clusters Score -1793239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1793238.625000 Penalty: 4899.394043
	Iteration 56Q: 3 clusters Score -1793239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1793242.250000 Penalty: 4899.394043
	Iteration 57Q: 3 clusters Score -1793242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1793245.625000 Penalty: 4899.394043
	Iteration 58Q: 3 clusters Score -1793246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1793253.500000 Penalty: 4899.394043
	Iteration 59Q: 3 clusters Score -1793254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1793251.500000 Penalty: 4899.394043
	Iteration 60F: 3 clusters Score -1793252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1793251.250000 Penalty: 4899.394043
	Iteration 61Q: 3 clusters Score -1793251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1793251.250000 Penalty: 4899.394043
	Iteration 62Q: 3 clusters Score -1793251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1793258.625000 Penalty: 4899.394043
	Iteration 63Q: 3 clusters Score -1793259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1793257.250000 Penalty: 4899.394043
	Iteration 64Q: 3 clusters Score -1793257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1793257.500000 Penalty: 4899.394043
	Iteration 65Q: 3 clusters Score -1793258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1793263.500000 Penalty: 4899.394043
	Iteration 66Q: 3 clusters Score -1793264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1793264.625000 Penalty: 4899.394043
	Iteration 67Q: 3 clusters Score -1793265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1793262.875000 Penalty: 4899.394043
	Iteration 68Q: 3 clusters Score -1793263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1793264.625000 Penalty: 4899.394043
	Iteration 69Q: 3 clusters Score -1793265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1793268.625000 Penalty: 4899.394043
	Iteration 70Q: 3 clusters Score -1793269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1793269.375000 Penalty: 4899.394043
	Iteration 71Q: 3 clusters Score -1793269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1793270.625000 Penalty: 4899.394043
	Iteration 72Q: 3 clusters Score -1793271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1793268.000000 Penalty: 4899.394043
	Iteration 73Q: 3 clusters Score -1793268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1793265.250000 Penalty: 4899.394043
	Iteration 74Q: 3 clusters Score -1793265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1793271.375000 Penalty: 4899.394043
	Iteration 75Q: 3 clusters Score -1793271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1793271.625000 Penalty: 4899.394043
	Iteration 76Q: 3 clusters Score -1793272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1793273.250000 Penalty: 4899.394043
	Iteration 77Q: 3 clusters Score -1793273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1793275.625000 Penalty: 4899.394043
	Iteration 78Q: 3 clusters Score -1793276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1793274.875000 Penalty: 4899.394043
	Iteration 79Q: 3 clusters Score -1793275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1793275.875000 Penalty: 4899.394043
	Iteration 80F: 3 clusters Score -1793276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1793278.625000 Penalty: 4899.394043
	Iteration 81Q: 3 clusters Score -1793279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1793280.250000 Penalty: 4899.394043
	Iteration 82Q: 3 clusters Score -1793280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1793282.250000 Penalty: 4899.394043
	Iteration 83Q: 3 clusters Score -1793282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1793279.750000 Penalty: 4899.394043
	Iteration 84Q: 3 clusters Score -1793280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1793282.125000 Penalty: 4899.394043
	Iteration 85Q: 3 clusters Score -1793282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1793285.625000 Penalty: 4899.394043
	Iteration 86Q: 3 clusters Score -1793286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1793288.500000 Penalty: 4899.394043
	Iteration 87Q: 3 clusters Score -1793288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1793289.500000 Penalty: 4899.394043
	Iteration 88Q: 3 clusters Score -1793290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1793288.250000 Penalty: 4899.394043
	Iteration 89Q: 3 clusters Score -1793288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1793288.750000 Penalty: 4899.394043
	Iteration 90Q: 3 clusters Score -1793289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1793294.750000 Penalty: 4899.394043
	Iteration 91Q: 3 clusters Score -1793295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1793294.750000 Penalty: 4899.394043
	Iteration 92Q: 3 clusters Score -1793295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1793294.125000 Penalty: 4899.394043
	Iteration 93Q: 3 clusters Score -1793294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1793292.000000 Penalty: 4899.394043
	Iteration 94Q: 3 clusters Score -1793292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1793295.625000 Penalty: 4899.394043
	Iteration 95Q: 3 clusters Score -1793296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1793299.000000 Penalty: 4899.394043
	Iteration 96Q: 3 clusters Score -1793299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1793300.000000 Penalty: 4899.394043
	Iteration 97Q: 3 clusters Score -1793300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1793298.125000 Penalty: 4899.394043
	Iteration 98Q: 3 clusters Score -1793298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1793299.875000 Penalty: 4899.394043
	Iteration 99Q: 3 clusters Score -1793300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1793299.875000 Penalty: 4899.394043
	Iteration 100F: 3 clusters Score -1793300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Entering Unmasked Estep 
Score: -96190480.000000 Penalty: 195237.312500
Splitting cluster 30 changes total score from -96166544.000000 to -96190480.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 31 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -510783.437500 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -510783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -506192.343750 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -506192.3 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -507281.687500 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -507281.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -507515.718750 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -507515.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -507678.687500 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -507678.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -507797.125000 Penalty: 4237.355469
	Iteration 4Q: 3 clusters Score -507797.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -507900.156250 Penalty: 4237.355469
	Iteration 5Q: 3 clusters Score -507900.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -507995.312500 Penalty: 4237.355469
	Iteration 6Q: 3 clusters Score -507995.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -508096.625000 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -508096.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -508218.562500 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -508218.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -508343.250000 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -508343.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -508469.843750 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -508469.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -508602.468750 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -508602.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -508711.062500 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -508711.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -508812.125000 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -508812.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -508889.250000 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -508889.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -508949.093750 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -508949.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -509009.718750 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -509009.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -509075.000000 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -509075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -509152.500000 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -509152.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -509293.656250 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -509293.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -509524.062500 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -509524.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -510004.656250 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -510004.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -510769.781250 Penalty: 4237.355469
	Iteration 22F: 3 clusters Score -510769.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -511178.093750 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -511178.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -511254.187500 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -511254.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -511263.593750 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -511263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -511265.937500 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -511265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -511267.000000 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -511267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -511266.718750 Penalty: 4237.355469
	Iteration 28Q: 3 clusters Score -511266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -511268.406250 Penalty: 4237.355469
	Iteration 29Q: 3 clusters Score -511268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -511268.406250 Penalty: 4237.355469
	Iteration 30F: 3 clusters Score -511268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Mstep: Class 58 contains 2559 members 
Entering Unmasked Estep 
Score: -96189728.000000 Penalty: 198662.531250
Splitting cluster 31 changes total score from -96166544.000000 to -96189728.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 32 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -33307.308594 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -33307.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31989.826172 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -31989.83 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32184.447266 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -32184.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32258.341797 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -32258.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32303.908203 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -32303.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32364.281250 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -32364.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32472.052734 Penalty: 2988.829590
	Iteration 5F: 3 clusters Score -32472.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32573.335938 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -32573.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32618.566406 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -32618.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32650.957031 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -32650.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32669.033203 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -32669.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32688.267578 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -32688.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32701.841797 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -32701.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32705.531250 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -32705.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32705.531250 Penalty: 2988.829590
	Iteration 13F: 3 clusters Score -32705.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -378135.406250 Penalty: 2043.222656
	Iteration 0F: 2 clusters Score -378135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -374382.875000 Penalty: 4086.445312
	Iteration 0F: 3 clusters Score -374382.9 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -375183.750000 Penalty: 4086.445312
	Iteration 1F: 3 clusters Score -375183.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -375397.187500 Penalty: 4086.445312
	Iteration 2F: 3 clusters Score -375397.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -375531.312500 Penalty: 4086.445312
	Iteration 3F: 3 clusters Score -375531.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -375639.250000 Penalty: 4086.445312
	Iteration 4Q: 3 clusters Score -375639.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -375735.437500 Penalty: 4086.445312
	Iteration 5Q: 3 clusters Score -375735.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -375835.468750 Penalty: 4086.445312
	Iteration 6Q: 3 clusters Score -375835.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -375946.312500 Penalty: 4086.445312
	Iteration 7Q: 3 clusters Score -375946.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376044.468750 Penalty: 4086.445312
	Iteration 8Q: 3 clusters Score -376044.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -376141.906250 Penalty: 4086.445312
	Iteration 9Q: 3 clusters Score -376141.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -376242.468750 Penalty: 4086.445312
	Iteration 10Q: 3 clusters Score -376242.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -376306.750000 Penalty: 4086.445312
	Iteration 11Q: 3 clusters Score -376306.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -376360.312500 Penalty: 4086.445312
	Iteration 12Q: 3 clusters Score -376360.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -376405.218750 Penalty: 4086.445312
	Iteration 13Q: 3 clusters Score -376405.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -376456.812500 Penalty: 4086.445312
	Iteration 14Q: 3 clusters Score -376456.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -376511.156250 Penalty: 4086.445312
	Iteration 15Q: 3 clusters Score -376511.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -376540.500000 Penalty: 4086.445312
	Iteration 16Q: 3 clusters Score -376540.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -376564.375000 Penalty: 4086.445312
	Iteration 17Q: 3 clusters Score -376564.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -376580.937500 Penalty: 4086.445312
	Iteration 18Q: 3 clusters Score -376580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -376594.250000 Penalty: 4086.445312
	Iteration 19Q: 3 clusters Score -376594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -376600.031250 Penalty: 4086.445312
	Iteration 20F: 3 clusters Score -376600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -376602.750000 Penalty: 4086.445312
	Iteration 21Q: 3 clusters Score -376602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -376605.812500 Penalty: 4086.445312
	Iteration 22Q: 3 clusters Score -376605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -376608.250000 Penalty: 4086.445312
	Iteration 23Q: 3 clusters Score -376608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -376609.875000 Penalty: 4086.445312
	Iteration 24Q: 3 clusters Score -376609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -376611.187500 Penalty: 4086.445312
	Iteration 25Q: 3 clusters Score -376611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -376611.593750 Penalty: 4086.445312
	Iteration 26Q: 3 clusters Score -376611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -376612.718750 Penalty: 4086.445312
	Iteration 27Q: 3 clusters Score -376612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -376612.406250 Penalty: 4086.445312
	Iteration 28Q: 3 clusters Score -376612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -376612.406250 Penalty: 4086.445312
	Iteration 29F: 3 clusters Score -376612.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -569657.625000 Penalty: 2159.783691
	Iteration 0F: 2 clusters Score -569657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -564533.187500 Penalty: 4319.567383
	Iteration 0F: 3 clusters Score -564533.2 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -565870.437500 Penalty: 4319.567383
	Iteration 1F: 3 clusters Score -565870.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -566165.812500 Penalty: 4319.567383
	Iteration 2F: 3 clusters Score -566165.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -566423.875000 Penalty: 4319.567383
	Iteration 3F: 3 clusters Score -566423.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -566705.000000 Penalty: 4319.567383
	Iteration 4F: 3 clusters Score -566705 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -566999.187500 Penalty: 4319.567383
	Iteration 5F: 3 clusters Score -566999.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -567324.875000 Penalty: 4319.567383
	Iteration 6F: 3 clusters Score -567324.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -567613.562500 Penalty: 4319.567383
	Iteration 7F: 3 clusters Score -567613.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -567915.000000 Penalty: 4319.567383
	Iteration 8Q: 3 clusters Score -567915 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -568241.250000 Penalty: 4319.567383
	Iteration 9Q: 3 clusters Score -568241.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -568568.312500 Penalty: 4319.567383
	Iteration 10Q: 3 clusters Score -568568.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -568912.625000 Penalty: 4319.567383
	Iteration 11Q: 3 clusters Score -568912.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -569256.562500 Penalty: 4319.567383
	Iteration 12Q: 3 clusters Score -569256.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -569503.875000 Penalty: 4319.567383
	Iteration 13Q: 3 clusters Score -569503.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -569632.937500 Penalty: 4319.567383
	Iteration 14Q: 3 clusters Score -569632.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -569687.250000 Penalty: 4319.567383
	Iteration 15Q: 3 clusters Score -569687.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -569709.500000 Penalty: 4319.567383
	Iteration 16Q: 3 clusters Score -569709.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -569720.062500 Penalty: 4319.567383
	Iteration 17Q: 3 clusters Score -569720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -569730.062500 Penalty: 4319.567383
	Iteration 18Q: 3 clusters Score -569730.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -569734.437500 Penalty: 4319.567383
	Iteration 19Q: 3 clusters Score -569734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -569738.000000 Penalty: 4319.567383
	Iteration 20F: 3 clusters Score -569738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -569740.937500 Penalty: 4319.567383
	Iteration 21Q: 3 clusters Score -569740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -569741.000000 Penalty: 4319.567383
	Iteration 22Q: 3 clusters Score -569741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -569742.437500 Penalty: 4319.567383
	Iteration 23Q: 3 clusters Score -569742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -569742.437500 Penalty: 4319.567383
	Iteration 24F: 3 clusters Score -569742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3565 members 
Entering Unmasked Estep 
Score: -96188400.000000 Penalty: 202087.734375
Splitting cluster 34 changes total score from -96166544.000000 to -96188400.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 35 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -678754.562500 Penalty: 2191.636963
	Iteration 0F: 2 clusters Score -678754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -673072.812500 Penalty: 4383.273926
	Iteration 0F: 3 clusters Score -673072.8 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -674560.562500 Penalty: 4383.273926
	Iteration 1F: 3 clusters Score -674560.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -674820.875000 Penalty: 4383.273926
	Iteration 2F: 3 clusters Score -674820.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -675013.187500 Penalty: 4383.273926
	Iteration 3F: 3 clusters Score -675013.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -675198.812500 Penalty: 4383.273926
	Iteration 4Q: 3 clusters Score -675198.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -675416.312500 Penalty: 4383.273926
	Iteration 5Q: 3 clusters Score -675416.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -675800.125000 Penalty: 4383.273926
	Iteration 6Q: 3 clusters Score -675800.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -676357.750000 Penalty: 4383.273926
	Iteration 7F: 3 clusters Score -676357.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -676778.625000 Penalty: 4383.273926
	Iteration 8F: 3 clusters Score -676778.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -677052.625000 Penalty: 4383.273926
	Iteration 9F: 3 clusters Score -677052.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -677232.000000 Penalty: 4383.273926
	Iteration 10Q: 3 clusters Score -677232 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -677356.562500 Penalty: 4383.273926
	Iteration 11Q: 3 clusters Score -677356.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -677424.312500 Penalty: 4383.273926
	Iteration 12Q: 3 clusters Score -677424.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -677473.625000 Penalty: 4383.273926
	Iteration 13Q: 3 clusters Score -677473.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -677506.312500 Penalty: 4383.273926
	Iteration 14Q: 3 clusters Score -677506.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -677533.000000 Penalty: 4383.273926
	Iteration 15Q: 3 clusters Score -677533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -677555.062500 Penalty: 4383.273926
	Iteration 16Q: 3 clusters Score -677555.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -677577.812500 Penalty: 4383.273926
	Iteration 17Q: 3 clusters Score -677577.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -677604.687500 Penalty: 4383.273926
	Iteration 18Q: 3 clusters Score -677604.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -677640.750000 Penalty: 4383.273926
	Iteration 19Q: 3 clusters Score -677640.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -677691.125000 Penalty: 4383.273926
	Iteration 20F: 3 clusters Score -677691.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -677751.062500 Penalty: 4383.273926
	Iteration 21Q: 3 clusters Score -677751.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -677814.750000 Penalty: 4383.273926
	Iteration 22Q: 3 clusters Score -677814.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -677871.125000 Penalty: 4383.273926
	Iteration 23Q: 3 clusters Score -677871.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -677942.000000 Penalty: 4383.273926
	Iteration 24Q: 3 clusters Score -677942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -678040.312500 Penalty: 4383.273926
	Iteration 25Q: 3 clusters Score -678040.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -678120.250000 Penalty: 4383.273926
	Iteration 26Q: 3 clusters Score -678120.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -678190.875000 Penalty: 4383.273926
	Iteration 27Q: 3 clusters Score -678190.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -678232.250000 Penalty: 4383.273926
	Iteration 28Q: 3 clusters Score -678232.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -678258.937500 Penalty: 4383.273926
	Iteration 29Q: 3 clusters Score -678258.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -678290.062500 Penalty: 4383.273926
	Iteration 30Q: 3 clusters Score -678290.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -678325.000000 Penalty: 4383.273926
	Iteration 31Q: 3 clusters Score -678325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -678354.250000 Penalty: 4383.273926
	Iteration 32Q: 3 clusters Score -678354.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -678373.625000 Penalty: 4383.273926
	Iteration 33Q: 3 clusters Score -678373.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -678389.375000 Penalty: 4383.273926
	Iteration 34Q: 3 clusters Score -678389.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -678398.500000 Penalty: 4383.273926
	Iteration 35Q: 3 clusters Score -678398.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -678406.625000 Penalty: 4383.273926
	Iteration 36Q: 3 clusters Score -678406.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -678416.437500 Penalty: 4383.273926
	Iteration 37Q: 3 clusters Score -678416.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -678423.625000 Penalty: 4383.273926
	Iteration 38Q: 3 clusters Score -678423.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -678427.062500 Penalty: 4383.273926
	Iteration 39Q: 3 clusters Score -678427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -678430.750000 Penalty: 4383.273926
	Iteration 40F: 3 clusters Score -678430.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -678438.562500 Penalty: 4383.273926
	Iteration 41Q: 3 clusters Score -678438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -678444.875000 Penalty: 4383.273926
	Iteration 42Q: 3 clusters Score -678444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -678451.187500 Penalty: 4383.273926
	Iteration 43Q: 3 clusters Score -678451.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -678456.062500 Penalty: 4383.273926
	Iteration 44Q: 3 clusters Score -678456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -678458.750000 Penalty: 4383.273926
	Iteration 45Q: 3 clusters Score -678458.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -678463.562500 Penalty: 4383.273926
	Iteration 46Q: 3 clusters Score -678463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -678469.687500 Penalty: 4383.273926
	Iteration 47Q: 3 clusters Score -678469.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -678477.437500 Penalty: 4383.273926
	Iteration 48Q: 3 clusters Score -678477.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -678483.125000 Penalty: 4383.273926
	Iteration 49Q: 3 clusters Score -678483.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -678488.812500 Penalty: 4383.273926
	Iteration 50Q: 3 clusters Score -678488.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -678498.750000 Penalty: 4383.273926
	Iteration 51Q: 3 clusters Score -678498.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -678510.812500 Penalty: 4383.273926
	Iteration 52Q: 3 clusters Score -678510.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -678524.687500 Penalty: 4383.273926
	Iteration 53Q: 3 clusters Score -678524.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -678533.000000 Penalty: 4383.273926
	Iteration 54Q: 3 clusters Score -678533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -678544.250000 Penalty: 4383.273926
	Iteration 55Q: 3 clusters Score -678544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -678550.687500 Penalty: 4383.273926
	Iteration 56Q: 3 clusters Score -678550.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -678556.250000 Penalty: 4383.273926
	Iteration 57Q: 3 clusters Score -678556.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -678562.937500 Penalty: 4383.273926
	Iteration 58Q: 3 clusters Score -678562.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -678569.625000 Penalty: 4383.273926
	Iteration 59Q: 3 clusters Score -678569.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -678577.687500 Penalty: 4383.273926
	Iteration 60F: 3 clusters Score -678577.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -678589.125000 Penalty: 4383.273926
	Iteration 61Q: 3 clusters Score -678589.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -678598.812500 Penalty: 4383.273926
	Iteration 62Q: 3 clusters Score -678598.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -678610.000000 Penalty: 4383.273926
	Iteration 63Q: 3 clusters Score -678610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -678615.937500 Penalty: 4383.273926
	Iteration 64Q: 3 clusters Score -678615.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -678624.250000 Penalty: 4383.273926
	Iteration 65Q: 3 clusters Score -678624.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -678628.750000 Penalty: 4383.273926
	Iteration 66Q: 3 clusters Score -678628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -678633.250000 Penalty: 4383.273926
	Iteration 67Q: 3 clusters Score -678633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -678635.312500 Penalty: 4383.273926
	Iteration 68Q: 3 clusters Score -678635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -678636.125000 Penalty: 4383.273926
	Iteration 69Q: 3 clusters Score -678636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -678640.000000 Penalty: 4383.273926
	Iteration 70Q: 3 clusters Score -678640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -678643.250000 Penalty: 4383.273926
	Iteration 71Q: 3 clusters Score -678643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -678644.812500 Penalty: 4383.273926
	Iteration 72Q: 3 clusters Score -678644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -678648.437500 Penalty: 4383.273926
	Iteration 73Q: 3 clusters Score -678648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -678655.312500 Penalty: 4383.273926
	Iteration 74Q: 3 clusters Score -678655.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -678662.187500 Penalty: 4383.273926
	Iteration 75Q: 3 clusters Score -678662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -678673.062500 Penalty: 4383.273926
	Iteration 76Q: 3 clusters Score -678673.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -678684.312500 Penalty: 4383.273926
	Iteration 77Q: 3 clusters Score -678684.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -678693.875000 Penalty: 4383.273926
	Iteration 78Q: 3 clusters Score -678693.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -678709.937500 Penalty: 4383.273926
	Iteration 79Q: 3 clusters Score -678709.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -678719.000000 Penalty: 4383.273926
	Iteration 80F: 3 clusters Score -678719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -678726.375000 Penalty: 4383.273926
	Iteration 81Q: 3 clusters Score -678726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -678734.687500 Penalty: 4383.273926
	Iteration 82Q: 3 clusters Score -678734.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -678745.187500 Penalty: 4383.273926
	Iteration 83Q: 3 clusters Score -678745.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -678758.062500 Penalty: 4383.273926
	Iteration 84Q: 3 clusters Score -678758.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -678771.437500 Penalty: 4383.273926
	Iteration 85Q: 3 clusters Score -678771.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -678782.875000 Penalty: 4383.273926
	Iteration 86Q: 3 clusters Score -678782.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -678789.562500 Penalty: 4383.273926
	Iteration 87Q: 3 clusters Score -678789.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -678792.000000 Penalty: 4383.273926
	Iteration 88Q: 3 clusters Score -678792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -678795.562500 Penalty: 4383.273926
	Iteration 89Q: 3 clusters Score -678795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -678799.500000 Penalty: 4383.273926
	Iteration 90Q: 3 clusters Score -678799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -678799.562500 Penalty: 4383.273926
	Iteration 91Q: 3 clusters Score -678799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -678800.937500 Penalty: 4383.273926
	Iteration 92Q: 3 clusters Score -678800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -678804.062500 Penalty: 4383.273926
	Iteration 93Q: 3 clusters Score -678804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -678804.750000 Penalty: 4383.273926
	Iteration 94Q: 3 clusters Score -678804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -678805.250000 Penalty: 4383.273926
	Iteration 95Q: 3 clusters Score -678805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -678805.562500 Penalty: 4383.273926
	Iteration 96Q: 3 clusters Score -678805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -678807.000000 Penalty: 4383.273926
	Iteration 97Q: 3 clusters Score -678807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -678807.125000 Penalty: 4383.273926
	Iteration 98Q: 3 clusters Score -678807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -678807.062500 Penalty: 4383.273926
	Iteration 99Q: 3 clusters Score -678807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -678809.187500 Penalty: 4383.273926
	Iteration 100F: 3 clusters Score -678809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 36698 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3565 members 
Mstep: Class 60 contains 1245 members 
Entering Unmasked Estep 
Score: -96187288.000000 Penalty: 205512.953125
Splitting cluster 35 changes total score from -96166544.000000 to -96187288.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 36 (9429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Entering Unmasked Estep 
Score: -755205.312500 Penalty: 2269.583252
	Iteration 0F: 2 clusters Score -755205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -747889.312500 Penalty: 4539.166504
	Iteration 0F: 3 clusters Score -747889.3 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -750256.437500 Penalty: 4539.166504
	Iteration 1F: 3 clusters Score -750256.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -750824.937500 Penalty: 4539.166504
	Iteration 2F: 3 clusters Score -750824.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -751244.500000 Penalty: 4539.166504
	Iteration 3F: 3 clusters Score -751244.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -751596.687500 Penalty: 4539.166504
	Iteration 4F: 3 clusters Score -751596.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -751864.000000 Penalty: 4539.166504
	Iteration 5F: 3 clusters Score -751864 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -752111.062500 Penalty: 4539.166504
	Iteration 6Q: 3 clusters Score -752111.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -752303.750000 Penalty: 4539.166504
	Iteration 7Q: 3 clusters Score -752303.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -752473.562500 Penalty: 4539.166504
	Iteration 8Q: 3 clusters Score -752473.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -752635.562500 Penalty: 4539.166504
	Iteration 9Q: 3 clusters Score -752635.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -752764.000000 Penalty: 4539.166504
	Iteration 10Q: 3 clusters Score -752764 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -752857.187500 Penalty: 4539.166504
	Iteration 11Q: 3 clusters Score -752857.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -752923.125000 Penalty: 4539.166504
	Iteration 12Q: 3 clusters Score -752923.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -752971.687500 Penalty: 4539.166504
	Iteration 13Q: 3 clusters Score -752971.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -753003.125000 Penalty: 4539.166504
	Iteration 14Q: 3 clusters Score -753003.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -753033.187500 Penalty: 4539.166504
	Iteration 15Q: 3 clusters Score -753033.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -753055.625000 Penalty: 4539.166504
	Iteration 16Q: 3 clusters Score -753055.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -753074.750000 Penalty: 4539.166504
	Iteration 17Q: 3 clusters Score -753074.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -753098.937500 Penalty: 4539.166504
	Iteration 18Q: 3 clusters Score -753098.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -753121.125000 Penalty: 4539.166504
	Iteration 19Q: 3 clusters Score -753121.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -753144.000000 Penalty: 4539.166504
	Iteration 20F: 3 clusters Score -753144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -753167.312500 Penalty: 4539.166504
	Iteration 21Q: 3 clusters Score -753167.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -753193.687500 Penalty: 4539.166504
	Iteration 22Q: 3 clusters Score -753193.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -753229.062500 Penalty: 4539.166504
	Iteration 23Q: 3 clusters Score -753229.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -753287.187500 Penalty: 4539.166504
	Iteration 24Q: 3 clusters Score -753287.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -753369.875000 Penalty: 4539.166504
	Iteration 25Q: 3 clusters Score -753369.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -753478.187500 Penalty: 4539.166504
	Iteration 26Q: 3 clusters Score -753478.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -753606.187500 Penalty: 4539.166504
	Iteration 27Q: 3 clusters Score -753606.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -753766.500000 Penalty: 4539.166504
	Iteration 28Q: 3 clusters Score -753766.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -753909.187500 Penalty: 4539.166504
	Iteration 29Q: 3 clusters Score -753909.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -754041.187500 Penalty: 4539.166504
	Iteration 30Q: 3 clusters Score -754041.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -754139.000000 Penalty: 4539.166504
	Iteration 31Q: 3 clusters Score -754139 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -754210.562500 Penalty: 4539.166504
	Iteration 32Q: 3 clusters Score -754210.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -754269.500000 Penalty: 4539.166504
	Iteration 33Q: 3 clusters Score -754269.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -754302.937500 Penalty: 4539.166504
	Iteration 34Q: 3 clusters Score -754302.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -754326.812500 Penalty: 4539.166504
	Iteration 35Q: 3 clusters Score -754326.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -754337.875000 Penalty: 4539.166504
	Iteration 36Q: 3 clusters Score -754337.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -754347.687500 Penalty: 4539.166504
	Iteration 37Q: 3 clusters Score -754347.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -754358.187500 Penalty: 4539.166504
	Iteration 38Q: 3 clusters Score -754358.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -754368.687500 Penalty: 4539.166504
	Iteration 39Q: 3 clusters Score -754368.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -754374.687500 Penalty: 4539.166504
	Iteration 40F: 3 clusters Score -754374.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -754381.437500 Penalty: 4539.166504
	Iteration 41Q: 3 clusters Score -754381.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -754389.500000 Penalty: 4539.166504
	Iteration 42Q: 3 clusters Score -754389.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -754396.437500 Penalty: 4539.166504
	Iteration 43Q: 3 clusters Score -754396.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -754403.625000 Penalty: 4539.166504
	Iteration 44Q: 3 clusters Score -754403.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -754408.875000 Penalty: 4539.166504
	Iteration 45Q: 3 clusters Score -754408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -754412.937500 Penalty: 4539.166504
	Iteration 46Q: 3 clusters Score -754412.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -754418.062500 Penalty: 4539.166504
	Iteration 47Q: 3 clusters Score -754418.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -754423.562500 Penalty: 4539.166504
	Iteration 48Q: 3 clusters Score -754423.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -754429.250000 Penalty: 4539.166504
	Iteration 49Q: 3 clusters Score -754429.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -754436.000000 Penalty: 4539.166504
	Iteration 50Q: 3 clusters Score -754436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -754442.000000 Penalty: 4539.166504
	Iteration 51Q: 3 clusters Score -754442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -754446.625000 Penalty: 4539.166504
	Iteration 52Q: 3 clusters Score -754446.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -754450.937500 Penalty: 4539.166504
	Iteration 53Q: 3 clusters Score -754450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -754450.812500 Penalty: 4539.166504
	Iteration 54Q: 3 clusters Score -754450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -754451.500000 Penalty: 4539.166504
	Iteration 55Q: 3 clusters Score -754451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -754452.875000 Penalty: 4539.166504
	Iteration 56Q: 3 clusters Score -754452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -754453.250000 Penalty: 4539.166504
	Iteration 57Q: 3 clusters Score -754453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -754452.875000 Penalty: 4539.166504
	Iteration 58Q: 3 clusters Score -754452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -754452.875000 Penalty: 4539.166504
	Iteration 59F: 3 clusters Score -754452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -482169.750000 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -482169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -477705.562500 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -477705.6 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -478839.468750 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -478839.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -479112.093750 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -479112.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -479330.937500 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -479330.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -479515.500000 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -479515.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -479775.468750 Penalty: 4225.914551
	Iteration 5F: 3 clusters Score -479775.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -480041.343750 Penalty: 4225.914551
	Iteration 6F: 3 clusters Score -480041.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -480285.500000 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -480285.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -480494.500000 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -480494.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -480638.218750 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -480638.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -480748.906250 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -480748.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -480807.562500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -480807.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -480850.437500 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -480850.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -480881.906250 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -480881.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -480910.593750 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -480910.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -480936.437500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -480936.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -480953.375000 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -480953.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -480966.312500 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -480966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -480976.406250 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -480976.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -480988.093750 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -480988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -481000.031250 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -481000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -481013.125000 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -481013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -481018.406250 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -481018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -481024.031250 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -481024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -481030.375000 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -481030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -481036.031250 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -481036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -481042.781250 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -481042.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -481051.656250 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -481051.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -481059.906250 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -481059.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -481065.968750 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -481066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -481068.906250 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -481068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -481071.718750 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -481071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -481074.031250 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -481074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -481077.281250 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -481077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -481082.250000 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -481082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -481083.718750 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -481083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -481086.718750 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -481086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -481088.500000 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -481088.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -481090.406250 Penalty: 4225.914551
	Iteration 38Q: 3 clusters Score -481090.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -481093.687500 Penalty: 4225.914551
	Iteration 39Q: 3 clusters Score -481093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -481094.656250 Penalty: 4225.914551
	Iteration 40F: 3 clusters Score -481094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -481095.750000 Penalty: 4225.914551
	Iteration 41Q: 3 clusters Score -481095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -481096.875000 Penalty: 4225.914551
	Iteration 42Q: 3 clusters Score -481096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -481096.875000 Penalty: 4225.914551
	Iteration 43F: 3 clusters Score -481096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -626745.312500 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -626745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -621205.562500 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -621205.6 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -622651.250000 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -622651.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -622976.937500 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -622976.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -623261.125000 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -623261.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -623571.312500 Penalty: 4364.332520
	Iteration 4F: 3 clusters Score -623571.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -623879.875000 Penalty: 4364.332520
	Iteration 5F: 3 clusters Score -623879.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -624181.750000 Penalty: 4364.332520
	Iteration 6F: 3 clusters Score -624181.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -624488.062500 Penalty: 4364.332520
	Iteration 7F: 3 clusters Score -624488.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -624850.937500 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -624850.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -625245.125000 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -625245.1 nChanged 314
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: -625645.875000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -625645.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -625974.250000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -625974.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -626181.125000 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -626181.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -626278.750000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -626278.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -626312.812500 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -626312.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -626326.500000 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -626326.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -626336.812500 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -626336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -626341.500000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -626341.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -626344.687500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -626344.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -626346.125000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -626346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -626346.750000 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -626346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -626348.437500 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -626348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -626350.562500 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -626350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -626352.000000 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -626352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -626350.562500 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -626350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -626351.750000 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -626351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -626351.750000 Penalty: 4364.332520
	Iteration 26F: 3 clusters Score -626351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Entering Unmasked Estep 
Score: -971686.312500 Penalty: 2265.258545
	Iteration 0F: 2 clusters Score -971686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -964475.625000 Penalty: 4530.517090
	Iteration 0F: 3 clusters Score -964475.6 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -966484.500000 Penalty: 4530.517090
	Iteration 1F: 3 clusters Score -966484.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -966749.687500 Penalty: 4530.517090
	Iteration 2F: 3 clusters Score -966749.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -967004.562500 Penalty: 4530.517090
	Iteration 3F: 3 clusters Score -967004.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -967264.437500 Penalty: 4530.517090
	Iteration 4Q: 3 clusters Score -967264.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -967588.000000 Penalty: 4530.517090
	Iteration 5F: 3 clusters Score -967588 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -967966.437500 Penalty: 4530.517090
	Iteration 6F: 3 clusters Score -967966.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -968397.875000 Penalty: 4530.517090
	Iteration 7F: 3 clusters Score -968397.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -968798.375000 Penalty: 4530.517090
	Iteration 8F: 3 clusters Score -968798.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -969131.625000 Penalty: 4530.517090
	Iteration 9F: 3 clusters Score -969131.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -969321.625000 Penalty: 4530.517090
	Iteration 10Q: 3 clusters Score -969321.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -969433.750000 Penalty: 4530.517090
	Iteration 11Q: 3 clusters Score -969433.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -969486.562500 Penalty: 4530.517090
	Iteration 12Q: 3 clusters Score -969486.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -969518.375000 Penalty: 4530.517090
	Iteration 13Q: 3 clusters Score -969518.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -969536.500000 Penalty: 4530.517090
	Iteration 14Q: 3 clusters Score -969536.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -969551.500000 Penalty: 4530.517090
	Iteration 15Q: 3 clusters Score -969551.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -969560.562500 Penalty: 4530.517090
	Iteration 16Q: 3 clusters Score -969560.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -969566.625000 Penalty: 4530.517090
	Iteration 17Q: 3 clusters Score -969566.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -969568.062500 Penalty: 4530.517090
	Iteration 18Q: 3 clusters Score -969568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -969571.750000 Penalty: 4530.517090
	Iteration 19Q: 3 clusters Score -969571.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -969573.750000 Penalty: 4530.517090
	Iteration 20F: 3 clusters Score -969573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -969577.000000 Penalty: 4530.517090
	Iteration 21Q: 3 clusters Score -969577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -969581.250000 Penalty: 4530.517090
	Iteration 22Q: 3 clusters Score -969581.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -969583.812500 Penalty: 4530.517090
	Iteration 23Q: 3 clusters Score -969583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -969586.062500 Penalty: 4530.517090
	Iteration 24Q: 3 clusters Score -969586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -969587.500000 Penalty: 4530.517090
	Iteration 25Q: 3 clusters Score -969587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -969586.562500 Penalty: 4530.517090
	Iteration 26Q: 3 clusters Score -969586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -969587.937500 Penalty: 4530.517090
	Iteration 27Q: 3 clusters Score -969587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -969590.250000 Penalty: 4530.517090
	Iteration 28Q: 3 clusters Score -969590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -969590.500000 Penalty: 4530.517090
	Iteration 29Q: 3 clusters Score -969590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -969590.500000 Penalty: 4530.517090
	Iteration 30Q: 3 clusters Score -969590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -969593.000000 Penalty: 4530.517090
	Iteration 31Q: 3 clusters Score -969593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -969590.812500 Penalty: 4530.517090
	Iteration 32Q: 3 clusters Score -969590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -969591.000000 Penalty: 4530.517090
	Iteration 33Q: 3 clusters Score -969591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -969592.437500 Penalty: 4530.517090
	Iteration 34Q: 3 clusters Score -969592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -969593.562500 Penalty: 4530.517090
	Iteration 35Q: 3 clusters Score -969593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -969592.750000 Penalty: 4530.517090
	Iteration 36Q: 3 clusters Score -969592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -969592.750000 Penalty: 4530.517090
	Iteration 37F: 3 clusters Score -969592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -38914.394531 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -38914.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37510.835938 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -37510.84 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37802.500000 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -37802.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37883.140625 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -37883.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37936.652344 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -37936.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37999.539062 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -37999.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38095.117188 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -38095.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38156.386719 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -38156.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38185.148438 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -38185.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38221.917969 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -38221.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38243.914062 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -38243.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38296.863281 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -38296.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38347.734375 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -38347.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38384.523438 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -38384.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38403.996094 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -38404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38412.949219 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -38412.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38419.851562 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -38419.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38421.328125 Penalty: 3043.240234
	Iteration 16F: 3 clusters Score -38421.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38465.597656 Penalty: 3043.240234
	Iteration 17Q: 3 clusters Score -38465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38506.433594 Penalty: 3043.240234
	Iteration 18Q: 3 clusters Score -38506.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38545.699219 Penalty: 3043.240234
	Iteration 19Q: 3 clusters Score -38545.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38550.992188 Penalty: 3043.240234
	Iteration 20F: 3 clusters Score -38550.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Entering Unmasked Estep 
Score: -1874701.625000 Penalty: 2437.292969
	Iteration 0F: 2 clusters Score -1874702 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 9230 members 
Entering Unmasked Estep 
Score: -1861579.500000 Penalty: 4874.585938
	Iteration 0F: 3 clusters Score -1861580 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1866036.125000 Penalty: 4874.585938
	Iteration 1F: 3 clusters Score -1866036 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1866610.000000 Penalty: 4874.585938
	Iteration 2F: 3 clusters Score -1866610 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1867187.625000 Penalty: 4874.585938
	Iteration 3F: 3 clusters Score -1867188 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1867813.250000 Penalty: 4874.585938
	Iteration 4F: 3 clusters Score -1867813 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1868529.750000 Penalty: 4874.585938
	Iteration 5F: 3 clusters Score -1868530 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1869278.125000 Penalty: 4874.585938
	Iteration 6F: 3 clusters Score -1869278 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1869971.500000 Penalty: 4874.585938
	Iteration 7F: 3 clusters Score -1869972 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1870512.250000 Penalty: 4874.585938
	Iteration 8F: 3 clusters Score -1870512 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1870844.625000 Penalty: 4874.585938
	Iteration 9Q: 3 clusters Score -1870845 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1871022.000000 Penalty: 4874.585938
	Iteration 10Q: 3 clusters Score -1871022 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1871130.375000 Penalty: 4874.585938
	Iteration 11Q: 3 clusters Score -1871130 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1871198.500000 Penalty: 4874.585938
	Iteration 12Q: 3 clusters Score -1871198 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1871255.375000 Penalty: 4874.585938
	Iteration 13Q: 3 clusters Score -1871255 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1871315.625000 Penalty: 4874.585938
	Iteration 14Q: 3 clusters Score -1871316 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1871372.250000 Penalty: 4874.585938
	Iteration 15Q: 3 clusters Score -1871372 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1871422.750000 Penalty: 4874.585938
	Iteration 16Q: 3 clusters Score -1871423 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1871478.375000 Penalty: 4874.585938
	Iteration 17Q: 3 clusters Score -1871478 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1871541.625000 Penalty: 4874.585938
	Iteration 18Q: 3 clusters Score -1871542 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1871634.500000 Penalty: 4874.585938
	Iteration 19Q: 3 clusters Score -1871634 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1871741.875000 Penalty: 4874.585938
	Iteration 20F: 3 clusters Score -1871742 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1871849.000000 Penalty: 4874.585938
	Iteration 21Q: 3 clusters Score -1871849 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1871961.500000 Penalty: 4874.585938
	Iteration 22Q: 3 clusters Score -1871962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1872073.500000 Penalty: 4874.585938
	Iteration 23Q: 3 clusters Score -1872074 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1872219.875000 Penalty: 4874.585938
	Iteration 24Q: 3 clusters Score -1872220 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1872392.750000 Penalty: 4874.585938
	Iteration 25Q: 3 clusters Score -1872393 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1872512.500000 Penalty: 4874.585938
	Iteration 26Q: 3 clusters Score -1872512 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1872606.750000 Penalty: 4874.585938
	Iteration 27Q: 3 clusters Score -1872607 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1872664.500000 Penalty: 4874.585938
	Iteration 28Q: 3 clusters Score -1872664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1872713.375000 Penalty: 4874.585938
	Iteration 29Q: 3 clusters Score -1872713 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1872752.375000 Penalty: 4874.585938
	Iteration 30Q: 3 clusters Score -1872752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1872790.250000 Penalty: 4874.585938
	Iteration 31Q: 3 clusters Score -1872790 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1872826.500000 Penalty: 4874.585938
	Iteration 32Q: 3 clusters Score -1872826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1872863.000000 Penalty: 4874.585938
	Iteration 33Q: 3 clusters Score -1872863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1872893.125000 Penalty: 4874.585938
	Iteration 34Q: 3 clusters Score -1872893 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1872920.250000 Penalty: 4874.585938
	Iteration 35Q: 3 clusters Score -1872920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1872942.000000 Penalty: 4874.585938
	Iteration 36Q: 3 clusters Score -1872942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1872959.375000 Penalty: 4874.585938
	Iteration 37Q: 3 clusters Score -1872959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1872976.000000 Penalty: 4874.585938
	Iteration 38Q: 3 clusters Score -1872976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1872993.750000 Penalty: 4874.585938
	Iteration 39Q: 3 clusters Score -1872994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1873008.625000 Penalty: 4874.585938
	Iteration 40F: 3 clusters Score -1873009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1873023.500000 Penalty: 4874.585938
	Iteration 41Q: 3 clusters Score -1873024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1873038.375000 Penalty: 4874.585938
	Iteration 42Q: 3 clusters Score -1873038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1873053.125000 Penalty: 4874.585938
	Iteration 43Q: 3 clusters Score -1873053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1873063.750000 Penalty: 4874.585938
	Iteration 44Q: 3 clusters Score -1873064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1873080.500000 Penalty: 4874.585938
	Iteration 45Q: 3 clusters Score -1873080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1873090.000000 Penalty: 4874.585938
	Iteration 46Q: 3 clusters Score -1873090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1873096.750000 Penalty: 4874.585938
	Iteration 47Q: 3 clusters Score -1873097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1873103.875000 Penalty: 4874.585938
	Iteration 48Q: 3 clusters Score -1873104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1873107.375000 Penalty: 4874.585938
	Iteration 49Q: 3 clusters Score -1873107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1873118.750000 Penalty: 4874.585938
	Iteration 50Q: 3 clusters Score -1873119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1873129.625000 Penalty: 4874.585938
	Iteration 51Q: 3 clusters Score -1873130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1873135.375000 Penalty: 4874.585938
	Iteration 52Q: 3 clusters Score -1873135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1873142.250000 Penalty: 4874.585938
	Iteration 53Q: 3 clusters Score -1873142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1873151.750000 Penalty: 4874.585938
	Iteration 54Q: 3 clusters Score -1873152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1873159.375000 Penalty: 4874.585938
	Iteration 55Q: 3 clusters Score -1873159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1873169.875000 Penalty: 4874.585938
	Iteration 56Q: 3 clusters Score -1873170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1873165.750000 Penalty: 4874.585938
	Iteration 57Q: 3 clusters Score -1873166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1873171.875000 Penalty: 4874.585938
	Iteration 58Q: 3 clusters Score -1873172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1873177.000000 Penalty: 4874.585938
	Iteration 59Q: 3 clusters Score -1873177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1873177.625000 Penalty: 4874.585938
	Iteration 60F: 3 clusters Score -1873178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1873179.500000 Penalty: 4874.585938
	Iteration 61Q: 3 clusters Score -1873180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1873185.250000 Penalty: 4874.585938
	Iteration 62Q: 3 clusters Score -1873185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1873193.375000 Penalty: 4874.585938
	Iteration 63Q: 3 clusters Score -1873193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1873193.500000 Penalty: 4874.585938
	Iteration 64Q: 3 clusters Score -1873194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1873192.625000 Penalty: 4874.585938
	Iteration 65Q: 3 clusters Score -1873193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1873199.000000 Penalty: 4874.585938
	Iteration 66Q: 3 clusters Score -1873199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1873204.375000 Penalty: 4874.585938
	Iteration 67Q: 3 clusters Score -1873204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1873205.625000 Penalty: 4874.585938
	Iteration 68Q: 3 clusters Score -1873206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1873213.375000 Penalty: 4874.585938
	Iteration 69Q: 3 clusters Score -1873213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1873219.250000 Penalty: 4874.585938
	Iteration 70Q: 3 clusters Score -1873219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1873224.625000 Penalty: 4874.585938
	Iteration 71Q: 3 clusters Score -1873225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1873225.375000 Penalty: 4874.585938
	Iteration 72Q: 3 clusters Score -1873225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1873233.875000 Penalty: 4874.585938
	Iteration 73Q: 3 clusters Score -1873234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1873241.625000 Penalty: 4874.585938
	Iteration 74Q: 3 clusters Score -1873242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1873248.250000 Penalty: 4874.585938
	Iteration 75Q: 3 clusters Score -1873248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1873248.875000 Penalty: 4874.585938
	Iteration 76Q: 3 clusters Score -1873249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1873248.375000 Penalty: 4874.585938
	Iteration 77Q: 3 clusters Score -1873248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1873260.625000 Penalty: 4874.585938
	Iteration 78Q: 3 clusters Score -1873261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1873268.875000 Penalty: 4874.585938
	Iteration 79Q: 3 clusters Score -1873269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1873282.250000 Penalty: 4874.585938
	Iteration 80F: 3 clusters Score -1873282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1873284.000000 Penalty: 4874.585938
	Iteration 81Q: 3 clusters Score -1873284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1873291.375000 Penalty: 4874.585938
	Iteration 82Q: 3 clusters Score -1873291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1873295.750000 Penalty: 4874.585938
	Iteration 83Q: 3 clusters Score -1873296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1873300.750000 Penalty: 4874.585938
	Iteration 84Q: 3 clusters Score -1873301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1873309.250000 Penalty: 4874.585938
	Iteration 85Q: 3 clusters Score -1873309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1873314.000000 Penalty: 4874.585938
	Iteration 86Q: 3 clusters Score -1873314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1873314.125000 Penalty: 4874.585938
	Iteration 87Q: 3 clusters Score -1873314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1873317.875000 Penalty: 4874.585938
	Iteration 88Q: 3 clusters Score -1873318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1873316.250000 Penalty: 4874.585938
	Iteration 89Q: 3 clusters Score -1873316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1873320.125000 Penalty: 4874.585938
	Iteration 90Q: 3 clusters Score -1873320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1873321.000000 Penalty: 4874.585938
	Iteration 91Q: 3 clusters Score -1873321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1873322.625000 Penalty: 4874.585938
	Iteration 92Q: 3 clusters Score -1873323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1873330.250000 Penalty: 4874.585938
	Iteration 93Q: 3 clusters Score -1873330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1873329.375000 Penalty: 4874.585938
	Iteration 94Q: 3 clusters Score -1873329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1873331.125000 Penalty: 4874.585938
	Iteration 95Q: 3 clusters Score -1873331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1873334.250000 Penalty: 4874.585938
	Iteration 96Q: 3 clusters Score -1873334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1873333.250000 Penalty: 4874.585938
	Iteration 97Q: 3 clusters Score -1873333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1873332.250000 Penalty: 4874.585938
	Iteration 98Q: 3 clusters Score -1873332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1873337.500000 Penalty: 4874.585938
	Iteration 99Q: 3 clusters Score -1873338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1873339.250000 Penalty: 4874.585938
	Iteration 100F: 3 clusters Score -1873339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1873339.625000 Penalty: 4874.585938
	Iteration 101Q: 3 clusters Score -1873340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1873341.625000 Penalty: 4874.585938
	Iteration 102Q: 3 clusters Score -1873342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1873340.750000 Penalty: 4874.585938
	Iteration 103Q: 3 clusters Score -1873341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1873347.625000 Penalty: 4874.585938
	Iteration 104Q: 3 clusters Score -1873348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1873349.875000 Penalty: 4874.585938
	Iteration 105Q: 3 clusters Score -1873350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1873351.500000 Penalty: 4874.585938
	Iteration 106Q: 3 clusters Score -1873352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1873352.125000 Penalty: 4874.585938
	Iteration 107Q: 3 clusters Score -1873352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1873351.250000 Penalty: 4874.585938
	Iteration 108Q: 3 clusters Score -1873351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1873354.875000 Penalty: 4874.585938
	Iteration 109Q: 3 clusters Score -1873355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1873357.500000 Penalty: 4874.585938
	Iteration 110Q: 3 clusters Score -1873358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1873361.500000 Penalty: 4874.585938
	Iteration 111Q: 3 clusters Score -1873362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1873358.750000 Penalty: 4874.585938
	Iteration 112Q: 3 clusters Score -1873359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1873361.500000 Penalty: 4874.585938
	Iteration 113Q: 3 clusters Score -1873362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1873361.750000 Penalty: 4874.585938
	Iteration 114Q: 3 clusters Score -1873362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1873362.625000 Penalty: 4874.585938
	Iteration 115Q: 3 clusters Score -1873363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1873362.250000 Penalty: 4874.585938
	Iteration 116Q: 3 clusters Score -1873362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1873365.875000 Penalty: 4874.585938
	Iteration 117Q: 3 clusters Score -1873366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1873362.500000 Penalty: 4874.585938
	Iteration 118Q: 3 clusters Score -1873362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1873360.875000 Penalty: 4874.585938
	Iteration 119Q: 3 clusters Score -1873361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1873361.000000 Penalty: 4874.585938
	Iteration 120F: 3 clusters Score -1873361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (36698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Entering Unmasked Estep 
Score: -3721525.250000 Penalty: 2606.598389
	Iteration 0F: 2 clusters Score -3721525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3696663.250000 Penalty: 5213.196777
	Iteration 0F: 3 clusters Score -3696663 nChanged 16701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3705845.250000 Penalty: 5213.196777
	Iteration 1F: 3 clusters Score -3705845 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3706757.500000 Penalty: 5213.196777
	Iteration 2F: 3 clusters Score -3706758 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3708002.500000 Penalty: 5213.196777
	Iteration 3F: 3 clusters Score -3708002 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3709843.500000 Penalty: 5213.196777
	Iteration 4F: 3 clusters Score -3709844 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3712440.750000 Penalty: 5213.196777
	Iteration 5F: 3 clusters Score -3712441 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3715777.750000 Penalty: 5213.196777
	Iteration 6F: 3 clusters Score -3715778 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3719427.750000 Penalty: 5213.196777
	Iteration 7F: 3 clusters Score -3719428 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3721432.750000 Penalty: 5213.196777
	Iteration 8F: 3 clusters Score -3721433 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3722004.000000 Penalty: 5213.196777
	Iteration 9Q: 3 clusters Score -3722004 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3722252.000000 Penalty: 5213.196777
	Iteration 10Q: 3 clusters Score -3722252 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3722354.000000 Penalty: 5213.196777
	Iteration 11Q: 3 clusters Score -3722354 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3722417.500000 Penalty: 5213.196777
	Iteration 12Q: 3 clusters Score -3722418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3722449.250000 Penalty: 5213.196777
	Iteration 13Q: 3 clusters Score -3722449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3722460.750000 Penalty: 5213.196777
	Iteration 14Q: 3 clusters Score -3722461 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3722482.750000 Penalty: 5213.196777
	Iteration 15Q: 3 clusters Score -3722483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3722492.750000 Penalty: 5213.196777
	Iteration 16Q: 3 clusters Score -3722493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3722487.000000 Penalty: 5213.196777
	Iteration 17Q: 3 clusters Score -3722487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3722490.500000 Penalty: 5213.196777
	Iteration 18Q: 3 clusters Score -3722490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3722494.250000 Penalty: 5213.196777
	Iteration 19Q: 3 clusters Score -3722494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3722498.750000 Penalty: 5213.196777
	Iteration 20F: 3 clusters Score -3722499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3722498.000000 Penalty: 5213.196777
	Iteration 21Q: 3 clusters Score -3722498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3722498.000000 Penalty: 5213.196777
	Iteration 22Q: 3 clusters Score -3722498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3722499.500000 Penalty: 5213.196777
	Iteration 23Q: 3 clusters Score -3722500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3722499.000000 Penalty: 5213.196777
	Iteration 24Q: 3 clusters Score -3722499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3722499.250000 Penalty: 5213.196777
	Iteration 25Q: 3 clusters Score -3722499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3722502.000000 Penalty: 5213.196777
	Iteration 26Q: 3 clusters Score -3722502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3722505.000000 Penalty: 5213.196777
	Iteration 27Q: 3 clusters Score -3722505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3722508.750000 Penalty: 5213.196777
	Iteration 28Q: 3 clusters Score -3722509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3722509.250000 Penalty: 5213.196777
	Iteration 29Q: 3 clusters Score -3722509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3722514.250000 Penalty: 5213.196777
	Iteration 30Q: 3 clusters Score -3722514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3722509.250000 Penalty: 5213.196777
	Iteration 31Q: 3 clusters Score -3722509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3722507.750000 Penalty: 5213.196777
	Iteration 32Q: 3 clusters Score -3722508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3722507.750000 Penalty: 5213.196777
	Iteration 33F: 3 clusters Score -3722508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 10540 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 26281 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3565 members 
Mstep: Class 60 contains 1245 members 
Mstep: Class 61 contains 26158 members 
Entering Unmasked Estep 
Score: -96186912.000000 Penalty: 208938.171875
Splitting cluster 42 changes total score from -96166544.000000 to -96186912.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 43 (33975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Entering Unmasked Estep 
Score: -3162316.750000 Penalty: 2587.478271
	Iteration 0F: 2 clusters Score -3162317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3139075.250000 Penalty: 5174.956543
	Iteration 0F: 3 clusters Score -3139075 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3147644.000000 Penalty: 5174.956543
	Iteration 1F: 3 clusters Score -3147644 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3148273.000000 Penalty: 5174.956543
	Iteration 2Q: 3 clusters Score -3148273 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3148932.000000 Penalty: 5174.956543
	Iteration 3Q: 3 clusters Score -3148932 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3149620.500000 Penalty: 5174.956543
	Iteration 4Q: 3 clusters Score -3149620 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3150361.250000 Penalty: 5174.956543
	Iteration 5Q: 3 clusters Score -3150361 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3151250.250000 Penalty: 5174.956543
	Iteration 6Q: 3 clusters Score -3151250 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3152333.500000 Penalty: 5174.956543
	Iteration 7F: 3 clusters Score -3152334 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3153608.000000 Penalty: 5174.956543
	Iteration 8F: 3 clusters Score -3153608 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3154958.000000 Penalty: 5174.956543
	Iteration 9F: 3 clusters Score -3154958 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3156256.250000 Penalty: 5174.956543
	Iteration 10F: 3 clusters Score -3156256 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3157368.750000 Penalty: 5174.956543
	Iteration 11Q: 3 clusters Score -3157369 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3158284.750000 Penalty: 5174.956543
	Iteration 12Q: 3 clusters Score -3158285 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3158939.000000 Penalty: 5174.956543
	Iteration 13Q: 3 clusters Score -3158939 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3159368.000000 Penalty: 5174.956543
	Iteration 14Q: 3 clusters Score -3159368 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3159639.500000 Penalty: 5174.956543
	Iteration 15Q: 3 clusters Score -3159640 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3159815.500000 Penalty: 5174.956543
	Iteration 16Q: 3 clusters Score -3159816 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3159930.500000 Penalty: 5174.956543
	Iteration 17Q: 3 clusters Score -3159930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3160015.750000 Penalty: 5174.956543
	Iteration 18Q: 3 clusters Score -3160016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3160062.250000 Penalty: 5174.956543
	Iteration 19Q: 3 clusters Score -3160062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3160106.500000 Penalty: 5174.956543
	Iteration 20F: 3 clusters Score -3160106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3160152.000000 Penalty: 5174.956543
	Iteration 21Q: 3 clusters Score -3160152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3160182.250000 Penalty: 5174.956543
	Iteration 22Q: 3 clusters Score -3160182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3160207.750000 Penalty: 5174.956543
	Iteration 23Q: 3 clusters Score -3160208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3160231.500000 Penalty: 5174.956543
	Iteration 24Q: 3 clusters Score -3160232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3160244.000000 Penalty: 5174.956543
	Iteration 25Q: 3 clusters Score -3160244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3160255.250000 Penalty: 5174.956543
	Iteration 26Q: 3 clusters Score -3160255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3160265.000000 Penalty: 5174.956543
	Iteration 27Q: 3 clusters Score -3160265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3160271.500000 Penalty: 5174.956543
	Iteration 28Q: 3 clusters Score -3160272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3160277.000000 Penalty: 5174.956543
	Iteration 29Q: 3 clusters Score -3160277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3160287.500000 Penalty: 5174.956543
	Iteration 30Q: 3 clusters Score -3160288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3160298.000000 Penalty: 5174.956543
	Iteration 31Q: 3 clusters Score -3160298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3160301.500000 Penalty: 5174.956543
	Iteration 32Q: 3 clusters Score -3160302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3160308.500000 Penalty: 5174.956543
	Iteration 33Q: 3 clusters Score -3160308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3160308.500000 Penalty: 5174.956543
	Iteration 34Q: 3 clusters Score -3160308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3160311.750000 Penalty: 5174.956543
	Iteration 35Q: 3 clusters Score -3160312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3160318.250000 Penalty: 5174.956543
	Iteration 36Q: 3 clusters Score -3160318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3160321.750000 Penalty: 5174.956543
	Iteration 37Q: 3 clusters Score -3160322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3160320.750000 Penalty: 5174.956543
	Iteration 38Q: 3 clusters Score -3160321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3160324.000000 Penalty: 5174.956543
	Iteration 39Q: 3 clusters Score -3160324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3160327.500000 Penalty: 5174.956543
	Iteration 40F: 3 clusters Score -3160328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3160327.250000 Penalty: 5174.956543
	Iteration 41Q: 3 clusters Score -3160327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3160327.250000 Penalty: 5174.956543
	Iteration 42F: 3 clusters Score -3160327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -220752.375000 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -220752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217953.562500 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -217953.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -218426.781250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -218426.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -218598.375000 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -218598.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218702.750000 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -218702.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -218761.031250 Penalty: 3824.484131
	Iteration 4Q: 3 clusters Score -218761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218810.218750 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -218810.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -218840.406250 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -218840.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -218864.875000 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -218864.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -218883.812500 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -218883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -218896.218750 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -218896.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218910.000000 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -218910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -218919.453125 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -218919.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -218925.312500 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -218925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218930.625000 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -218930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -218935.203125 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -218935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -218940.562500 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -218940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -218947.046875 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -218947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218951.937500 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -218951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218954.171875 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -218954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218954.171875 Penalty: 3824.484131
	Iteration 19F: 3 clusters Score -218954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -158754.093750 Penalty: 1874.512085
	Iteration 0F: 2 clusters Score -158754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -156217.046875 Penalty: 3749.024170
	Iteration 0F: 3 clusters Score -156217 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -156816.375000 Penalty: 3749.024170
	Iteration 1F: 3 clusters Score -156816.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -157033.781250 Penalty: 3749.024170
	Iteration 2F: 3 clusters Score -157033.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -157197.578125 Penalty: 3749.024170
	Iteration 3F: 3 clusters Score -157197.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157347.562500 Penalty: 3749.024170
	Iteration 4Q: 3 clusters Score -157347.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -157470.343750 Penalty: 3749.024170
	Iteration 5Q: 3 clusters Score -157470.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -157574.796875 Penalty: 3749.024170
	Iteration 6Q: 3 clusters Score -157574.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -157667.750000 Penalty: 3749.024170
	Iteration 7Q: 3 clusters Score -157667.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -157768.625000 Penalty: 3749.024170
	Iteration 8Q: 3 clusters Score -157768.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157877.812500 Penalty: 3749.024170
	Iteration 9Q: 3 clusters Score -157877.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157980.890625 Penalty: 3749.024170
	Iteration 10Q: 3 clusters Score -157980.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -158069.625000 Penalty: 3749.024170
	Iteration 11Q: 3 clusters Score -158069.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -158186.546875 Penalty: 3749.024170
	Iteration 12Q: 3 clusters Score -158186.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158277.734375 Penalty: 3749.024170
	Iteration 13Q: 3 clusters Score -158277.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158330.156250 Penalty: 3749.024170
	Iteration 14Q: 3 clusters Score -158330.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158361.578125 Penalty: 3749.024170
	Iteration 15Q: 3 clusters Score -158361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158382.453125 Penalty: 3749.024170
	Iteration 16Q: 3 clusters Score -158382.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -158398.796875 Penalty: 3749.024170
	Iteration 17Q: 3 clusters Score -158398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -158402.734375 Penalty: 3749.024170
	Iteration 18Q: 3 clusters Score -158402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158407.500000 Penalty: 3749.024170
	Iteration 19Q: 3 clusters Score -158407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -158408.750000 Penalty: 3749.024170
	Iteration 20F: 3 clusters Score -158408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -158408.953125 Penalty: 3749.024170
	Iteration 21Q: 3 clusters Score -158409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -158408.953125 Penalty: 3749.024170
	Iteration 22F: 3 clusters Score -158409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -363170.250000 Penalty: 2045.310547
	Iteration 0F: 2 clusters Score -363170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -359402.375000 Penalty: 4090.621094
	Iteration 0F: 3 clusters Score -359402.4 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -360335.906250 Penalty: 4090.621094
	Iteration 1F: 3 clusters Score -360335.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -360699.562500 Penalty: 4090.621094
	Iteration 2F: 3 clusters Score -360699.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361061.031250 Penalty: 4090.621094
	Iteration 3F: 3 clusters Score -361061 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -361419.875000 Penalty: 4090.621094
	Iteration 4F: 3 clusters Score -361419.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361757.500000 Penalty: 4090.621094
	Iteration 5F: 3 clusters Score -361757.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -362011.843750 Penalty: 4090.621094
	Iteration 6F: 3 clusters Score -362011.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -362183.500000 Penalty: 4090.621094
	Iteration 7Q: 3 clusters Score -362183.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -362295.562500 Penalty: 4090.621094
	Iteration 8Q: 3 clusters Score -362295.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -362356.906250 Penalty: 4090.621094
	Iteration 9Q: 3 clusters Score -362356.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -362402.281250 Penalty: 4090.621094
	Iteration 10Q: 3 clusters Score -362402.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -362431.218750 Penalty: 4090.621094
	Iteration 11Q: 3 clusters Score -362431.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -362456.500000 Penalty: 4090.621094
	Iteration 12Q: 3 clusters Score -362456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -362466.562500 Penalty: 4090.621094
	Iteration 13Q: 3 clusters Score -362466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -362473.156250 Penalty: 4090.621094
	Iteration 14Q: 3 clusters Score -362473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -362477.312500 Penalty: 4090.621094
	Iteration 15Q: 3 clusters Score -362477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -362482.093750 Penalty: 4090.621094
	Iteration 16Q: 3 clusters Score -362482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -362484.656250 Penalty: 4090.621094
	Iteration 17Q: 3 clusters Score -362484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -362487.843750 Penalty: 4090.621094
	Iteration 18Q: 3 clusters Score -362487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -362492.437500 Penalty: 4090.621094
	Iteration 19Q: 3 clusters Score -362492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -362494.218750 Penalty: 4090.621094
	Iteration 20F: 3 clusters Score -362494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362494.843750 Penalty: 4090.621094
	Iteration 21Q: 3 clusters Score -362494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -362495.156250 Penalty: 4090.621094
	Iteration 22Q: 3 clusters Score -362495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -362495.187500 Penalty: 4090.621094
	Iteration 23Q: 3 clusters Score -362495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -362496.250000 Penalty: 4090.621094
	Iteration 24Q: 3 clusters Score -362496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -362496.250000 Penalty: 4090.621094
	Iteration 25F: 3 clusters Score -362496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -736478.250000 Penalty: 2220.406494
	Iteration 0F: 2 clusters Score -736478.2 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 3848 members 
Entering Unmasked Estep 
Score: -730238.625000 Penalty: 4440.812988
	Iteration 0F: 3 clusters Score -730238.6 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -732194.687500 Penalty: 4440.812988
	Iteration 1F: 3 clusters Score -732194.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -732720.062500 Penalty: 4440.812988
	Iteration 2F: 3 clusters Score -732720.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -733109.750000 Penalty: 4440.812988
	Iteration 3F: 3 clusters Score -733109.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -733327.875000 Penalty: 4440.812988
	Iteration 4F: 3 clusters Score -733327.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -733464.062500 Penalty: 4440.812988
	Iteration 5Q: 3 clusters Score -733464.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -733553.812500 Penalty: 4440.812988
	Iteration 6Q: 3 clusters Score -733553.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -733619.812500 Penalty: 4440.812988
	Iteration 7Q: 3 clusters Score -733619.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -733683.812500 Penalty: 4440.812988
	Iteration 8Q: 3 clusters Score -733683.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -733737.875000 Penalty: 4440.812988
	Iteration 9Q: 3 clusters Score -733737.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -733789.250000 Penalty: 4440.812988
	Iteration 10Q: 3 clusters Score -733789.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -733844.812500 Penalty: 4440.812988
	Iteration 11Q: 3 clusters Score -733844.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -733895.125000 Penalty: 4440.812988
	Iteration 12Q: 3 clusters Score -733895.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -733943.687500 Penalty: 4440.812988
	Iteration 13Q: 3 clusters Score -733943.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -734002.250000 Penalty: 4440.812988
	Iteration 14Q: 3 clusters Score -734002.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -734071.062500 Penalty: 4440.812988
	Iteration 15Q: 3 clusters Score -734071.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -734143.312500 Penalty: 4440.812988
	Iteration 16Q: 3 clusters Score -734143.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -734217.312500 Penalty: 4440.812988
	Iteration 17Q: 3 clusters Score -734217.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -734300.312500 Penalty: 4440.812988
	Iteration 18Q: 3 clusters Score -734300.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -734370.750000 Penalty: 4440.812988
	Iteration 19Q: 3 clusters Score -734370.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -734444.750000 Penalty: 4440.812988
	Iteration 20F: 3 clusters Score -734444.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -734513.687500 Penalty: 4440.812988
	Iteration 21Q: 3 clusters Score -734513.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -734567.375000 Penalty: 4440.812988
	Iteration 22Q: 3 clusters Score -734567.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -734623.875000 Penalty: 4440.812988
	Iteration 23Q: 3 clusters Score -734623.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -734680.562500 Penalty: 4440.812988
	Iteration 24Q: 3 clusters Score -734680.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -734747.875000 Penalty: 4440.812988
	Iteration 25Q: 3 clusters Score -734747.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -734811.312500 Penalty: 4440.812988
	Iteration 26Q: 3 clusters Score -734811.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -734855.875000 Penalty: 4440.812988
	Iteration 27Q: 3 clusters Score -734855.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -734911.062500 Penalty: 4440.812988
	Iteration 28Q: 3 clusters Score -734911.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -734967.312500 Penalty: 4440.812988
	Iteration 29Q: 3 clusters Score -734967.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -735005.062500 Penalty: 4440.812988
	Iteration 30Q: 3 clusters Score -735005.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -735033.250000 Penalty: 4440.812988
	Iteration 31Q: 3 clusters Score -735033.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -735062.250000 Penalty: 4440.812988
	Iteration 32Q: 3 clusters Score -735062.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -735095.312500 Penalty: 4440.812988
	Iteration 33Q: 3 clusters Score -735095.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -735119.437500 Penalty: 4440.812988
	Iteration 34Q: 3 clusters Score -735119.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -735148.937500 Penalty: 4440.812988
	Iteration 35Q: 3 clusters Score -735148.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -735171.312500 Penalty: 4440.812988
	Iteration 36Q: 3 clusters Score -735171.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -735193.625000 Penalty: 4440.812988
	Iteration 37Q: 3 clusters Score -735193.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -735209.687500 Penalty: 4440.812988
	Iteration 38Q: 3 clusters Score -735209.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -735218.250000 Penalty: 4440.812988
	Iteration 39Q: 3 clusters Score -735218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -735230.187500 Penalty: 4440.812988
	Iteration 40F: 3 clusters Score -735230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -735236.875000 Penalty: 4440.812988
	Iteration 41Q: 3 clusters Score -735236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -735239.250000 Penalty: 4440.812988
	Iteration 42Q: 3 clusters Score -735239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -735243.750000 Penalty: 4440.812988
	Iteration 43Q: 3 clusters Score -735243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -735245.312500 Penalty: 4440.812988
	Iteration 44Q: 3 clusters Score -735245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -735244.937500 Penalty: 4440.812988
	Iteration 45Q: 3 clusters Score -735244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -735250.125000 Penalty: 4440.812988
	Iteration 46Q: 3 clusters Score -735250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -735251.125000 Penalty: 4440.812988
	Iteration 47Q: 3 clusters Score -735251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -735251.562500 Penalty: 4440.812988
	Iteration 48Q: 3 clusters Score -735251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -735255.812500 Penalty: 4440.812988
	Iteration 49Q: 3 clusters Score -735255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -735255.500000 Penalty: 4440.812988
	Iteration 50Q: 3 clusters Score -735255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -735255.875000 Penalty: 4440.812988
	Iteration 51Q: 3 clusters Score -735255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -735255.875000 Penalty: 4440.812988
	Iteration 52F: 3 clusters Score -735255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (26281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Entering Unmasked Estep 
Score: -2421266.000000 Penalty: 2523.797119
	Iteration 0F: 2 clusters Score -2421266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2403021.000000 Penalty: 5047.594238
	Iteration 0F: 3 clusters Score -2403021 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2410766.250000 Penalty: 5047.594238
	Iteration 1F: 3 clusters Score -2410766 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2413956.750000 Penalty: 5047.594238
	Iteration 2F: 3 clusters Score -2413957 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2418455.250000 Penalty: 5047.594238
	Iteration 3F: 3 clusters Score -2418455 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2422533.500000 Penalty: 5047.594238
	Iteration 4F: 3 clusters Score -2422534 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2424378.500000 Penalty: 5047.594238
	Iteration 5F: 3 clusters Score -2424378 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2424938.750000 Penalty: 5047.594238
	Iteration 6Q: 3 clusters Score -2424939 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2425120.250000 Penalty: 5047.594238
	Iteration 7Q: 3 clusters Score -2425120 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2425182.000000 Penalty: 5047.594238
	Iteration 8Q: 3 clusters Score -2425182 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2425210.000000 Penalty: 5047.594238
	Iteration 9Q: 3 clusters Score -2425210 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2425254.750000 Penalty: 5047.594238
	Iteration 10Q: 3 clusters Score -2425255 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2425276.250000 Penalty: 5047.594238
	Iteration 11Q: 3 clusters Score -2425276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2425296.500000 Penalty: 5047.594238
	Iteration 12Q: 3 clusters Score -2425296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2425301.500000 Penalty: 5047.594238
	Iteration 13Q: 3 clusters Score -2425302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2425304.000000 Penalty: 5047.594238
	Iteration 14Q: 3 clusters Score -2425304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2425304.000000 Penalty: 5047.594238
	Iteration 15Q: 3 clusters Score -2425304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2425305.750000 Penalty: 5047.594238
	Iteration 16Q: 3 clusters Score -2425306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2425306.250000 Penalty: 5047.594238
	Iteration 17Q: 3 clusters Score -2425306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2425315.000000 Penalty: 5047.594238
	Iteration 18Q: 3 clusters Score -2425315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2425315.750000 Penalty: 5047.594238
	Iteration 19Q: 3 clusters Score -2425316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2425317.250000 Penalty: 5047.594238
	Iteration 20F: 3 clusters Score -2425317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2425321.500000 Penalty: 5047.594238
	Iteration 21Q: 3 clusters Score -2425322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2425320.250000 Penalty: 5047.594238
	Iteration 22Q: 3 clusters Score -2425320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2425327.250000 Penalty: 5047.594238
	Iteration 23Q: 3 clusters Score -2425327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2425327.750000 Penalty: 5047.594238
	Iteration 24Q: 3 clusters Score -2425328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2425325.500000 Penalty: 5047.594238
	Iteration 25Q: 3 clusters Score -2425326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2425326.500000 Penalty: 5047.594238
	Iteration 26Q: 3 clusters Score -2425326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2425326.500000 Penalty: 5047.594238
	Iteration 27F: 3 clusters Score -2425326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 10540 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 9167 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 904 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3565 members 
Mstep: Class 60 contains 1245 members 
Mstep: Class 61 contains 26158 members 
Mstep: Class 62 contains 17114 members 
Entering Unmasked Estep 
Score: -96190488.000000 Penalty: 212363.390625
Splitting cluster 48 changes total score from -96166544.000000 to -96190488.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 49 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -210883.890625 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -210883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -208134.046875 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -208134 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -208651.500000 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -208651.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -208807.671875 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -208807.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208874.515625 Penalty: 3799.183105
	Iteration 3Q: 3 clusters Score -208874.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208910.203125 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -208910.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -208936.312500 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -208936.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -208960.125000 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -208960.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -208975.781250 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -208975.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -208984.968750 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -208985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -208993.906250 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -208993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -208996.515625 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -208996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209001.500000 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -209001.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209010.515625 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -209010.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209019.046875 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -209019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209028.093750 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -209028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209036.515625 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -209036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -209044.890625 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -209044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -209053.171875 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -209053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209060.265625 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -209060.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209069.218750 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -209069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209082.156250 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -209082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -209088.265625 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -209088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -209096.359375 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -209096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209105.890625 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -209105.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209116.062500 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -209116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209119.515625 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -209119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -209123.125000 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -209123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209127.125000 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -209127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209131.625000 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -209131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209134.187500 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -209134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209137.281250 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -209137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209140.500000 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -209140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209145.562500 Penalty: 3799.183105
	Iteration 32Q: 3 clusters Score -209145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209151.421875 Penalty: 3799.183105
	Iteration 33Q: 3 clusters Score -209151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209158.078125 Penalty: 3799.183105
	Iteration 34Q: 3 clusters Score -209158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -209163.109375 Penalty: 3799.183105
	Iteration 35Q: 3 clusters Score -209163.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -209170.125000 Penalty: 3799.183105
	Iteration 36Q: 3 clusters Score -209170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -209174.234375 Penalty: 3799.183105
	Iteration 37Q: 3 clusters Score -209174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209178.187500 Penalty: 3799.183105
	Iteration 38Q: 3 clusters Score -209178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209181.187500 Penalty: 3799.183105
	Iteration 39Q: 3 clusters Score -209181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -209183.578125 Penalty: 3799.183105
	Iteration 40F: 3 clusters Score -209183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209187.625000 Penalty: 3799.183105
	Iteration 41Q: 3 clusters Score -209187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209192.156250 Penalty: 3799.183105
	Iteration 42Q: 3 clusters Score -209192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209199.781250 Penalty: 3799.183105
	Iteration 43Q: 3 clusters Score -209199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -209206.203125 Penalty: 3799.183105
	Iteration 44Q: 3 clusters Score -209206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -209212.296875 Penalty: 3799.183105
	Iteration 45Q: 3 clusters Score -209212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209217.828125 Penalty: 3799.183105
	Iteration 46Q: 3 clusters Score -209217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -209220.406250 Penalty: 3799.183105
	Iteration 47Q: 3 clusters Score -209220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209221.140625 Penalty: 3799.183105
	Iteration 48Q: 3 clusters Score -209221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -209221.453125 Penalty: 3799.183105
	Iteration 49Q: 3 clusters Score -209221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -209221.453125 Penalty: 3799.183105
	Iteration 50F: 3 clusters Score -209221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -82592.914062 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -82592.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80838.140625 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -80838.14 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81234.414062 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -81234.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81404.460938 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -81404.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81549.601562 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -81549.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81691.156250 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -81691.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81856.468750 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -81856.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81923.992188 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -81923.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81959.921875 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -81959.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81999.539062 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -81999.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82023.585938 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -82023.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82048.445312 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -82048.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82095.515625 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -82095.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82175.968750 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -82175.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82225.375000 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -82225.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82318.273438 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -82318.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82531.460938 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -82531.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82757.726562 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -82757.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82824.507812 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -82824.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82885.312500 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -82885.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82946.812500 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -82946.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82980.046875 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -82980.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83021.898438 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -83021.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83095.890625 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -83095.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83207.234375 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -83207.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83262.429688 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -83262.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83296.789062 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -83296.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83374.703125 Penalty: 3376.187500
	Iteration 26Q: 3 clusters Score -83374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83425.031250 Penalty: 3376.187500
	Iteration 27Q: 3 clusters Score -83425.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83438.421875 Penalty: 3376.187500
	Iteration 28Q: 3 clusters Score -83438.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83440.742188 Penalty: 3376.187500
	Iteration 29F: 3 clusters Score -83440.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83443.406250 Penalty: 3376.187500
	Iteration 30Q: 3 clusters Score -83443.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83444.742188 Penalty: 3376.187500
	Iteration 31Q: 3 clusters Score -83444.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83448.265625 Penalty: 3376.187500
	Iteration 32Q: 3 clusters Score -83448.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83448.265625 Penalty: 3376.187500
	Iteration 33F: 3 clusters Score -83448.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 10540 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 9167 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 52144 members 
Mstep: Class 52 contains 218881 members 
Mstep: Class 53 contains 2829 members 
Mstep: Class 54 contains 6161 members 
Mstep: Class 55 contains 72853 members 
Mstep: Class 56 contains 91303 members 
Mstep: Class 57 contains 16404 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3565 members 
Mstep: Class 60 contains 1245 members 
Mstep: Class 61 contains 26158 members 
Mstep: Class 62 contains 17114 members 
Mstep: Class 63 contains 465 members 
Entering Unmasked Estep 
Score: -96189744.000000 Penalty: 215788.609375
Splitting cluster 50 changes total score from -96166544.000000 to -96189744.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 51 (52144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Entering Unmasked Estep 
Score: -4871463.000000 Penalty: 2693.717529
	Iteration 0F: 2 clusters Score -4871463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4836137.500000 Penalty: 5387.435059
	Iteration 0F: 3 clusters Score -4836138 nChanged 24353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4850132.500000 Penalty: 5387.435059
	Iteration 1F: 3 clusters Score -4850132 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4851318.500000 Penalty: 5387.435059
	Iteration 2F: 3 clusters Score -4851318 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4852777.000000 Penalty: 5387.435059
	Iteration 3F: 3 clusters Score -4852777 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4854662.500000 Penalty: 5387.435059
	Iteration 4F: 3 clusters Score -4854662 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4856675.000000 Penalty: 5387.435059
	Iteration 5F: 3 clusters Score -4856675 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4858419.500000 Penalty: 5387.435059
	Iteration 6F: 3 clusters Score -4858420 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -4859886.000000 Penalty: 5387.435059
	Iteration 7F: 3 clusters Score -4859886 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4860996.500000 Penalty: 5387.435059
	Iteration 8Q: 3 clusters Score -4860996 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4861938.000000 Penalty: 5387.435059
	Iteration 9Q: 3 clusters Score -4861938 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4862870.500000 Penalty: 5387.435059
	Iteration 10Q: 3 clusters Score -4862870 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4863709.500000 Penalty: 5387.435059
	Iteration 11Q: 3 clusters Score -4863710 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4864416.500000 Penalty: 5387.435059
	Iteration 12Q: 3 clusters Score -4864416 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4865102 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4865680 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4866206.500000 Penalty: 5387.435059
	Iteration 15Q: 3 clusters Score -4866206 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4866645.500000 Penalty: 5387.435059
	Iteration 16Q: 3 clusters Score -4866646 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -4867026.000000 Penalty: 5387.435059
	Iteration 17Q: 3 clusters Score -4867026 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -4867391.000000 Penalty: 5387.435059
	Iteration 18Q: 3 clusters Score -4867391 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -4867731.500000 Penalty: 5387.435059
	Iteration 19Q: 3 clusters Score -4867732 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -4868024.000000 Penalty: 5387.435059
	Iteration 20F: 3 clusters Score -4868024 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -4868267.500000 Penalty: 5387.435059
	Iteration 21Q: 3 clusters Score -4868268 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -4868476.500000 Penalty: 5387.435059
	Iteration 22Q: 3 clusters Score -4868476 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -4868656.000000 Penalty: 5387.435059
	Iteration 23Q: 3 clusters Score -4868656 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -4868834.000000 Penalty: 5387.435059
	Iteration 24Q: 3 clusters Score -4868834 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -4869019.500000 Penalty: 5387.435059
	Iteration 25Q: 3 clusters Score -4869020 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -4869193.000000 Penalty: 5387.435059
	Iteration 26Q: 3 clusters Score -4869193 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -4869352.000000 Penalty: 5387.435059
	Iteration 27Q: 3 clusters Score -4869352 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -4869462.000000 Penalty: 5387.435059
	Iteration 28Q: 3 clusters Score -4869462 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -4869556.500000 Penalty: 5387.435059
	Iteration 29Q: 3 clusters Score -4869556 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -4869640.500000 Penalty: 5387.435059
	Iteration 30Q: 3 clusters Score -4869640 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -4869710.000000 Penalty: 5387.435059
	Iteration 31Q: 3 clusters Score -4869710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -4869783.500000 Penalty: 5387.435059
	Iteration 32Q: 3 clusters Score -4869784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -4869853.500000 Penalty: 5387.435059
	Iteration 33Q: 3 clusters Score -4869854 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -4869886.000000 Penalty: 5387.435059
	Iteration 34Q: 3 clusters Score -4869886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -4869939.000000 Penalty: 5387.435059
	Iteration 35Q: 3 clusters Score -4869939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -4869968.500000 Penalty: 5387.435059
	Iteration 36Q: 3 clusters Score -4869968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -4869983.500000 Penalty: 5387.435059
	Iteration 37Q: 3 clusters Score -4869984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -4870011.000000 Penalty: 5387.435059
	Iteration 38Q: 3 clusters Score -4870011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -4870031.500000 Penalty: 5387.435059
	Iteration 39Q: 3 clusters Score -4870032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -4870049.500000 Penalty: 5387.435059
	Iteration 40F: 3 clusters Score -4870050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -4870062.500000 Penalty: 5387.435059
	Iteration 41Q: 3 clusters Score -4870062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -4870089.000000 Penalty: 5387.435059
	Iteration 42Q: 3 clusters Score -4870089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -4870101.500000 Penalty: 5387.435059
	Iteration 43Q: 3 clusters Score -4870102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -4870099.500000 Penalty: 5387.435059
	Iteration 44Q: 3 clusters Score -4870100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -4870100.500000 Penalty: 5387.435059
	Iteration 45Q: 3 clusters Score -4870100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4870098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -4870113.000000 Penalty: 5387.435059
	Iteration 47Q: 3 clusters Score -4870113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -4870113.000000 Penalty: 5387.435059
	Iteration 48Q: 3 clusters Score -4870113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -4870125.000000 Penalty: 5387.435059
	Iteration 49Q: 3 clusters Score -4870125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -4870131.500000 Penalty: 5387.435059
	Iteration 50Q: 3 clusters Score -4870132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -4870125.000000 Penalty: 5387.435059
	Iteration 51Q: 3 clusters Score -4870125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -4870132.000000 Penalty: 5387.435059
	Iteration 52Q: 3 clusters Score -4870132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -4870134.000000 Penalty: 5387.435059
	Iteration 53Q: 3 clusters Score -4870134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -4870146.000000 Penalty: 5387.435059
	Iteration 54Q: 3 clusters Score -4870146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -4870140.500000 Penalty: 5387.435059
	Iteration 55Q: 3 clusters Score -4870140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -4870147.500000 Penalty: 5387.435059
	Iteration 56Q: 3 clusters Score -4870148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -4870145.500000 Penalty: 5387.435059
	Iteration 57Q: 3 clusters Score -4870146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -4870147.500000 Penalty: 5387.435059
	Iteration 58Q: 3 clusters Score -4870148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -4870154.500000 Penalty: 5387.435059
	Iteration 59Q: 3 clusters Score -4870154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -4870159.500000 Penalty: 5387.435059
	Iteration 60F: 3 clusters Score -4870160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -4870157.500000 Penalty: 5387.435059
	Iteration 61Q: 3 clusters Score -4870158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -4870155.500000 Penalty: 5387.435059
	Iteration 62Q: 3 clusters Score -4870156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -4870157.000000 Penalty: 5387.435059
	Iteration 63Q: 3 clusters Score -4870157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -4870157.000000 Penalty: 5387.435059
	Iteration 64F: 3 clusters Score -4870157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31029 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 77315 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 7520 members 
Mstep: Class 26 contains 11067 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5014 members 
Mstep: Class 38 contains 6628 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18542 members 
Mstep: Class 42 contains 10540 members 
Mstep: Class 43 contains 33975 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1917 members 
Mstep: Class 46 contains 3817 members 
Mstep: Class 47 contains 7733 members 
Mstep: Class 48 contains 9167 members 
Mstep: Class 49 contains 2121 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 52144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96201832.000000 Penalty: 215788.609375
Iteration 119Q: 64 clusters Score -9.620183e+07 nChanged 16090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 30905 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 4 contains 6562 members 
Mstep: Class 5 contains 9066 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15167 members 
Mstep: Class 11 contains 9926 members 
Mstep: Class 12 contains 9476 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13195 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 77480 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 12405 members 
Mstep: Class 22 contains 5636 members 
Mstep: Class 23 contains 6970 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 7609 members 
Mstep: Class 26 contains 11158 members 
Mstep: Class 27 contains 7852 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 3099 members 
Mstep: Class 30 contains 3306 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 410 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 2562 members 
Mstep: Class 35 contains 5773 members 
Mstep: Class 36 contains 9580 members 
Mstep: Class 37 contains 5049 members 
Mstep: Class 38 contains 6724 members 
Mstep: Class 39 contains 9293 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18952 members 
Mstep: Class 42 contains 11453 members 
Mstep: Class 43 contains 35157 members 
Mstep: Class 44 contains 2237 members 
Mstep: Class 45 contains 1923 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 7914 members 
Mstep: Class 48 contains 9348 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 443 members 
Mstep: Class 51 contains 53624 members 
Mstep: Class 52 contains 215293 members 
Mstep: Class 53 contains 2814 members 
Mstep: Class 54 contains 5972 members 
Mstep: Class 55 contains 71678 members 
Mstep: Class 56 contains 90655 members 
Mstep: Class 57 contains 14686 members 
Mstep: Class 58 contains 2530 members 
Mstep: Class 59 contains 3433 members 
Mstep: Class 60 contains 1230 members 
Mstep: Class 61 contains 25382 members 
Mstep: Class 62 contains 17220 members 
Mstep: Class 63 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96209496.000000 Penalty: 215788.609375
Iteration 120F: 64 clusters Score -9.62095e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 31217 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15103 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 13166 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 77405 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 6294 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 12375 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 6917 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 7562 members 
Mstep: Class 26 contains 11161 members 
Mstep: Class 27 contains 7808 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 3401 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 3789 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 9495 members 
Mstep: Class 37 contains 5066 members 
Mstep: Class 38 contains 6741 members 
Mstep: Class 39 contains 9238 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 18993 members 
Mstep: Class 42 contains 12099 members 
Mstep: Class 43 contains 34080 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 1895 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 7970 members 
Mstep: Class 48 contains 9152 members 
Mstep: Class 49 contains 2122 members 
Mstep: Class 50 contains 444 members 
Mstep: Class 51 contains 53367 members 
Mstep: Class 52 contains 214903 members 
Mstep: Class 53 contains 2859 members 
Mstep: Class 54 contains 6000 members 
Mstep: Class 55 contains 71502 members 
Mstep: Class 56 contains 90445 members 
Mstep: Class 57 contains 14273 members 
Mstep: Class 58 contains 2551 members 
Mstep: Class 59 contains 3562 members 
Mstep: Class 60 contains 1284 members 
Mstep: Class 61 contains 26312 members 
Mstep: Class 62 contains 17995 members 
Mstep: Class 63 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96212480.000000 Penalty: 215788.609375
Iteration 121Q: 64 clusters Score -9.621248e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 31736 members 
Mstep: Class 3 contains 7479 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 15068 members 
Mstep: Class 11 contains 9727 members 
Mstep: Class 12 contains 8919 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 8843 members 
Mstep: Class 16 contains 77389 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 6876 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 7542 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 7795 members 
Mstep: Class 28 contains 2418 members 
Mstep: Class 29 contains 3083 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 2762 members 
Mstep: Class 35 contains 5805 members 
Mstep: Class 36 contains 9462 members 
Mstep: Class 37 contains 5072 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 9195 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19044 members 
Mstep: Class 42 contains 12710 members 
Mstep: Class 43 contains 33267 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 1883 members 
Mstep: Class 46 contains 3810 members 
Mstep: Class 47 contains 8010 members 
Mstep: Class 48 contains 9123 members 
Mstep: Class 49 contains 2123 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53312 members 
Mstep: Class 52 contains 214327 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6014 members 
Mstep: Class 55 contains 71357 members 
Mstep: Class 56 contains 90159 members 
Mstep: Class 57 contains 13972 members 
Mstep: Class 58 contains 2555 members 
Mstep: Class 59 contains 3649 members 
Mstep: Class 60 contains 1311 members 
Mstep: Class 61 contains 26646 members 
Mstep: Class 62 contains 18476 members 
Mstep: Class 63 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96214320.000000 Penalty: 215788.609375
Iteration 122Q: 64 clusters Score -9.621432e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 2140 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 9660 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 77377 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 4150 members 
Mstep: Class 21 contains 12223 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 6836 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7513 members 
Mstep: Class 26 contains 11158 members 
Mstep: Class 27 contains 7773 members 
Mstep: Class 28 contains 2417 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 3504 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 5077 members 
Mstep: Class 38 contains 6765 members 
Mstep: Class 39 contains 9165 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19105 members 
Mstep: Class 42 contains 13311 members 
Mstep: Class 43 contains 32627 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 1878 members 
Mstep: Class 46 contains 3811 members 
Mstep: Class 47 contains 8057 members 
Mstep: Class 48 contains 9122 members 
Mstep: Class 49 contains 2123 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53319 members 
Mstep: Class 52 contains 213807 members 
Mstep: Class 53 contains 2872 members 
Mstep: Class 54 contains 6021 members 
Mstep: Class 55 contains 71246 members 
Mstep: Class 56 contains 89919 members 
Mstep: Class 57 contains 13745 members 
Mstep: Class 58 contains 2557 members 
Mstep: Class 59 contains 3717 members 
Mstep: Class 60 contains 1331 members 
Mstep: Class 61 contains 26672 members 
Mstep: Class 62 contains 18843 members 
Mstep: Class 63 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96215520.000000 Penalty: 215788.609375
Iteration 123Q: 64 clusters Score -9.621552e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 32580 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 9610 members 
Mstep: Class 12 contains 8595 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 13256 members 
Mstep: Class 15 contains 9172 members 
Mstep: Class 16 contains 77350 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 12136 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 6781 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7476 members 
Mstep: Class 26 contains 11150 members 
Mstep: Class 27 contains 7765 members 
Mstep: Class 28 contains 2417 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 2756 members 
Mstep: Class 32 contains 357 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 5845 members 
Mstep: Class 36 contains 9446 members 
Mstep: Class 37 contains 5087 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9134 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19152 members 
Mstep: Class 42 contains 13912 members 
Mstep: Class 43 contains 32061 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 1876 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 8103 members 
Mstep: Class 48 contains 9114 members 
Mstep: Class 49 contains 2123 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53371 members 
Mstep: Class 52 contains 213358 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 71180 members 
Mstep: Class 56 contains 89665 members 
Mstep: Class 57 contains 13568 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3787 members 
Mstep: Class 60 contains 1366 members 
Mstep: Class 61 contains 26560 members 
Mstep: Class 62 contains 19216 members 
Mstep: Class 63 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96216912.000000 Penalty: 215788.609375
Iteration 124Q: 64 clusters Score -9.621691e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 32886 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 9540 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 77321 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 12073 members 
Mstep: Class 22 contains 5474 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 11152 members 
Mstep: Class 27 contains 7757 members 
Mstep: Class 28 contains 2417 members 
Mstep: Class 29 contains 3067 members 
Mstep: Class 30 contains 3602 members 
Mstep: Class 31 contains 2765 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 2924 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 9443 members 
Mstep: Class 37 contains 5090 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 9128 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19199 members 
Mstep: Class 42 contains 14480 members 
Mstep: Class 43 contains 31573 members 
Mstep: Class 44 contains 2217 members 
Mstep: Class 45 contains 1874 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 8133 members 
Mstep: Class 48 contains 9102 members 
Mstep: Class 49 contains 2123 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53419 members 
Mstep: Class 52 contains 213017 members 
Mstep: Class 53 contains 2868 members 
Mstep: Class 54 contains 6032 members 
Mstep: Class 55 contains 71152 members 
Mstep: Class 56 contains 89451 members 
Mstep: Class 57 contains 13434 members 
Mstep: Class 58 contains 2559 members 
Mstep: Class 59 contains 3844 members 
Mstep: Class 60 contains 1401 members 
Mstep: Class 61 contains 26369 members 
Mstep: Class 62 contains 19535 members 
Mstep: Class 63 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96217656.000000 Penalty: 215788.609375
Iteration 125Q: 64 clusters Score -9.621766e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 33157 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 11 contains 9479 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 12203 members 
Mstep: Class 14 contains 13290 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 77288 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 12026 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 11153 members 
Mstep: Class 27 contains 7733 members 
Mstep: Class 28 contains 2417 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 3639 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 2953 members 
Mstep: Class 35 contains 5861 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 5096 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 9118 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19239 members 
Mstep: Class 42 contains 14965 members 
Mstep: Class 43 contains 31160 members 
Mstep: Class 44 contains 2215 members 
Mstep: Class 45 contains 1876 members 
Mstep: Class 46 contains 3811 members 
Mstep: Class 47 contains 8133 members 
Mstep: Class 48 contains 9089 members 
Mstep: Class 49 contains 2124 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53483 members 
Mstep: Class 52 contains 212682 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6033 members 
Mstep: Class 55 contains 71126 members 
Mstep: Class 56 contains 89264 members 
Mstep: Class 57 contains 13313 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 3889 members 
Mstep: Class 60 contains 1438 members 
Mstep: Class 61 contains 26215 members 
Mstep: Class 62 contains 19833 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96218736.000000 Penalty: 215788.609375
Iteration 126Q: 64 clusters Score -9.621874e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 33378 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 9425 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 12208 members 
Mstep: Class 14 contains 13300 members 
Mstep: Class 15 contains 9452 members 
Mstep: Class 16 contains 77265 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 20 contains 4189 members 
Mstep: Class 21 contains 11967 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7345 members 
Mstep: Class 26 contains 11159 members 
Mstep: Class 27 contains 7718 members 
Mstep: Class 28 contains 2417 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 3667 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3788 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 5869 members 
Mstep: Class 36 contains 9429 members 
Mstep: Class 37 contains 5099 members 
Mstep: Class 38 contains 6877 members 
Mstep: Class 39 contains 9106 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19286 members 
Mstep: Class 42 contains 15374 members 
Mstep: Class 43 contains 30799 members 
Mstep: Class 44 contains 2213 members 
Mstep: Class 45 contains 1876 members 
Mstep: Class 46 contains 3810 members 
Mstep: Class 47 contains 8137 members 
Mstep: Class 48 contains 9075 members 
Mstep: Class 49 contains 2124 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53543 members 
Mstep: Class 52 contains 212418 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6039 members 
Mstep: Class 55 contains 71123 members 
Mstep: Class 56 contains 89096 members 
Mstep: Class 57 contains 13183 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 3923 members 
Mstep: Class 60 contains 1463 members 
Mstep: Class 61 contains 26116 members 
Mstep: Class 62 contains 20101 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219216.000000 Penalty: 215788.609375
Iteration 127Q: 64 clusters Score -9.621922e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 33556 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 9378 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13309 members 
Mstep: Class 15 contains 9534 members 
Mstep: Class 16 contains 77206 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 11915 members 
Mstep: Class 22 contains 5446 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 11165 members 
Mstep: Class 27 contains 7727 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 3692 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 5886 members 
Mstep: Class 36 contains 9423 members 
Mstep: Class 37 contains 5104 members 
Mstep: Class 38 contains 6897 members 
Mstep: Class 39 contains 9095 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19305 members 
Mstep: Class 42 contains 15713 members 
Mstep: Class 43 contains 30530 members 
Mstep: Class 44 contains 2214 members 
Mstep: Class 45 contains 1874 members 
Mstep: Class 46 contains 3808 members 
Mstep: Class 47 contains 8146 members 
Mstep: Class 48 contains 9059 members 
Mstep: Class 49 contains 2124 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53597 members 
Mstep: Class 52 contains 212189 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6043 members 
Mstep: Class 55 contains 71115 members 
Mstep: Class 56 contains 88964 members 
Mstep: Class 57 contains 13092 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 3945 members 
Mstep: Class 60 contains 1484 members 
Mstep: Class 61 contains 26084 members 
Mstep: Class 62 contains 20326 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219528.000000 Penalty: 215788.609375
Iteration 128Q: 64 clusters Score -9.621953e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 33706 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 6420 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 8176 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 13316 members 
Mstep: Class 15 contains 9617 members 
Mstep: Class 16 contains 77121 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 4210 members 
Mstep: Class 21 contains 11870 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7273 members 
Mstep: Class 26 contains 11164 members 
Mstep: Class 27 contains 7723 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 3711 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 5886 members 
Mstep: Class 36 contains 9426 members 
Mstep: Class 37 contains 5109 members 
Mstep: Class 38 contains 6922 members 
Mstep: Class 39 contains 9088 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19321 members 
Mstep: Class 42 contains 15968 members 
Mstep: Class 43 contains 30305 members 
Mstep: Class 44 contains 2216 members 
Mstep: Class 45 contains 1872 members 
Mstep: Class 46 contains 3808 members 
Mstep: Class 47 contains 8156 members 
Mstep: Class 48 contains 9044 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53642 members 
Mstep: Class 52 contains 212001 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6047 members 
Mstep: Class 55 contains 71108 members 
Mstep: Class 56 contains 88860 members 
Mstep: Class 57 contains 13036 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 3968 members 
Mstep: Class 60 contains 1507 members 
Mstep: Class 61 contains 26101 members 
Mstep: Class 62 contains 20516 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219328.000000 Penalty: 215788.609375
Iteration 129Q: 64 clusters Score -9.621933e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 33836 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15042 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 77016 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 5424 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 7246 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 7723 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 3726 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 5894 members 
Mstep: Class 36 contains 9420 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 6928 members 
Mstep: Class 39 contains 9080 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19330 members 
Mstep: Class 42 contains 16212 members 
Mstep: Class 43 contains 30104 members 
Mstep: Class 44 contains 2218 members 
Mstep: Class 45 contains 1871 members 
Mstep: Class 46 contains 3808 members 
Mstep: Class 47 contains 8154 members 
Mstep: Class 48 contains 9023 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53686 members 
Mstep: Class 52 contains 211821 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6048 members 
Mstep: Class 55 contains 71140 members 
Mstep: Class 56 contains 88749 members 
Mstep: Class 57 contains 13029 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 3992 members 
Mstep: Class 60 contains 1517 members 
Mstep: Class 61 contains 26103 members 
Mstep: Class 62 contains 20710 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219512.000000 Penalty: 215788.609375
Iteration 130Q: 64 clusters Score -9.621951e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 33944 members 
Mstep: Class 3 contains 7208 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 9227 members 
Mstep: Class 12 contains 8083 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13333 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 76892 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4225 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 11158 members 
Mstep: Class 27 contains 7741 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 3739 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 3097 members 
Mstep: Class 35 contains 5904 members 
Mstep: Class 36 contains 9424 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 6934 members 
Mstep: Class 39 contains 9074 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 16414 members 
Mstep: Class 43 contains 29938 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 1869 members 
Mstep: Class 46 contains 3808 members 
Mstep: Class 47 contains 8156 members 
Mstep: Class 48 contains 9003 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53722 members 
Mstep: Class 52 contains 211675 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6052 members 
Mstep: Class 55 contains 71144 members 
Mstep: Class 56 contains 88678 members 
Mstep: Class 57 contains 13016 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 4014 members 
Mstep: Class 60 contains 1528 members 
Mstep: Class 61 contains 26139 members 
Mstep: Class 62 contains 20880 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96219968.000000 Penalty: 215788.609375
Iteration 131Q: 64 clusters Score -9.621997e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 34047 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15029 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 8040 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13331 members 
Mstep: Class 15 contains 9831 members 
Mstep: Class 16 contains 76727 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4235 members 
Mstep: Class 21 contains 11749 members 
Mstep: Class 22 contains 5415 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 7213 members 
Mstep: Class 26 contains 11148 members 
Mstep: Class 27 contains 7792 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 3118 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 9419 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 6955 members 
Mstep: Class 39 contains 9069 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19359 members 
Mstep: Class 42 contains 16565 members 
Mstep: Class 43 contains 29791 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 1869 members 
Mstep: Class 46 contains 3807 members 
Mstep: Class 47 contains 8155 members 
Mstep: Class 48 contains 8980 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53778 members 
Mstep: Class 52 contains 211542 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 71141 members 
Mstep: Class 56 contains 88604 members 
Mstep: Class 57 contains 12991 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 4032 members 
Mstep: Class 60 contains 1534 members 
Mstep: Class 61 contains 26191 members 
Mstep: Class 62 contains 21078 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96220432.000000 Penalty: 215788.609375
Iteration 132Q: 64 clusters Score -9.622043e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 34126 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 6395 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15027 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 13340 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 76465 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 11709 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7196 members 
Mstep: Class 26 contains 11140 members 
Mstep: Class 27 contains 7838 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 3136 members 
Mstep: Class 35 contains 5918 members 
Mstep: Class 36 contains 9417 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 6951 members 
Mstep: Class 39 contains 9062 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19372 members 
Mstep: Class 42 contains 16680 members 
Mstep: Class 43 contains 29648 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 1867 members 
Mstep: Class 46 contains 3809 members 
Mstep: Class 47 contains 8159 members 
Mstep: Class 48 contains 8946 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53866 members 
Mstep: Class 52 contains 211434 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6057 members 
Mstep: Class 55 contains 71148 members 
Mstep: Class 56 contains 88562 members 
Mstep: Class 57 contains 13083 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 4047 members 
Mstep: Class 60 contains 1541 members 
Mstep: Class 61 contains 26238 members 
Mstep: Class 62 contains 21264 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96221224.000000 Penalty: 215788.609375
Iteration 133Q: 64 clusters Score -9.622122e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 34195 members 
Mstep: Class 3 contains 7120 members 
Mstep: Class 4 contains 6395 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 13350 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 76072 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4266 members 
Mstep: Class 21 contains 11677 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 6595 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7183 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3048 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 3146 members 
Mstep: Class 35 contains 5919 members 
Mstep: Class 36 contains 9401 members 
Mstep: Class 37 contains 5111 members 
Mstep: Class 38 contains 6936 members 
Mstep: Class 39 contains 9057 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19375 members 
Mstep: Class 42 contains 16773 members 
Mstep: Class 43 contains 29530 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 1865 members 
Mstep: Class 46 contains 3811 members 
Mstep: Class 47 contains 8157 members 
Mstep: Class 48 contains 8927 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 53963 members 
Mstep: Class 52 contains 211320 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6056 members 
Mstep: Class 55 contains 71156 members 
Mstep: Class 56 contains 88522 members 
Mstep: Class 57 contains 13339 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 4065 members 
Mstep: Class 60 contains 1541 members 
Mstep: Class 61 contains 26279 members 
Mstep: Class 62 contains 21448 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96222352.000000 Penalty: 215788.609375
Iteration 134Q: 64 clusters Score -9.622235e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 34269 members 
Mstep: Class 3 contains 7102 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15027 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 13353 members 
Mstep: Class 15 contains 9925 members 
Mstep: Class 16 contains 75647 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 7396 members 
Mstep: Class 20 contains 4296 members 
Mstep: Class 21 contains 11643 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 6588 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7169 members 
Mstep: Class 26 contains 11151 members 
Mstep: Class 27 contains 7965 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3046 members 
Mstep: Class 30 contains 3718 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3155 members 
Mstep: Class 35 contains 5928 members 
Mstep: Class 36 contains 9388 members 
Mstep: Class 37 contains 5114 members 
Mstep: Class 38 contains 6898 members 
Mstep: Class 39 contains 9055 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19369 members 
Mstep: Class 42 contains 16861 members 
Mstep: Class 43 contains 29424 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 1862 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 8151 members 
Mstep: Class 48 contains 8908 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54020 members 
Mstep: Class 52 contains 211223 members 
Mstep: Class 53 contains 2869 members 
Mstep: Class 54 contains 6056 members 
Mstep: Class 55 contains 71159 members 
Mstep: Class 56 contains 88487 members 
Mstep: Class 57 contains 13734 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 4077 members 
Mstep: Class 60 contains 1543 members 
Mstep: Class 61 contains 26316 members 
Mstep: Class 62 contains 21588 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96223104.000000 Penalty: 215788.609375
Iteration 135Q: 64 clusters Score -9.62231e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 34329 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15030 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13359 members 
Mstep: Class 15 contains 9899 members 
Mstep: Class 16 contains 75256 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 7396 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 11155 members 
Mstep: Class 27 contains 8012 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3046 members 
Mstep: Class 30 contains 3637 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3161 members 
Mstep: Class 35 contains 5930 members 
Mstep: Class 36 contains 9380 members 
Mstep: Class 37 contains 5116 members 
Mstep: Class 38 contains 6867 members 
Mstep: Class 39 contains 9050 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19371 members 
Mstep: Class 42 contains 16924 members 
Mstep: Class 43 contains 29348 members 
Mstep: Class 44 contains 2239 members 
Mstep: Class 45 contains 1864 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 8142 members 
Mstep: Class 48 contains 8881 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54075 members 
Mstep: Class 52 contains 211141 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 71193 members 
Mstep: Class 56 contains 88470 members 
Mstep: Class 57 contains 14162 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4086 members 
Mstep: Class 60 contains 1543 members 
Mstep: Class 61 contains 26353 members 
Mstep: Class 62 contains 21704 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96223376.000000 Penalty: 215788.609375
Iteration 136Q: 64 clusters Score -9.622338e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 34377 members 
Mstep: Class 3 contains 7065 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13366 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 74932 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7139 members 
Mstep: Class 26 contains 11163 members 
Mstep: Class 27 contains 8062 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3047 members 
Mstep: Class 30 contains 3574 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3164 members 
Mstep: Class 35 contains 5944 members 
Mstep: Class 36 contains 9384 members 
Mstep: Class 37 contains 5119 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 9048 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19374 members 
Mstep: Class 42 contains 16979 members 
Mstep: Class 43 contains 29251 members 
Mstep: Class 44 contains 2239 members 
Mstep: Class 45 contains 1863 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 8130 members 
Mstep: Class 48 contains 8855 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54103 members 
Mstep: Class 52 contains 211079 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6055 members 
Mstep: Class 55 contains 71214 members 
Mstep: Class 56 contains 88457 members 
Mstep: Class 57 contains 14532 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4099 members 
Mstep: Class 60 contains 1547 members 
Mstep: Class 61 contains 26392 members 
Mstep: Class 62 contains 21770 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96223896.000000 Penalty: 215788.609375
Iteration 137Q: 64 clusters Score -9.62239e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 34419 members 
Mstep: Class 3 contains 7051 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 7846 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 74621 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 5370 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7129 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8097 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 3048 members 
Mstep: Class 30 contains 3504 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3164 members 
Mstep: Class 35 contains 5949 members 
Mstep: Class 36 contains 9381 members 
Mstep: Class 37 contains 5121 members 
Mstep: Class 38 contains 6827 members 
Mstep: Class 39 contains 9047 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19374 members 
Mstep: Class 42 contains 17019 members 
Mstep: Class 43 contains 29161 members 
Mstep: Class 44 contains 2239 members 
Mstep: Class 45 contains 1863 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8130 members 
Mstep: Class 48 contains 8841 members 
Mstep: Class 49 contains 2125 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54103 members 
Mstep: Class 52 contains 211020 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 71224 members 
Mstep: Class 56 contains 88444 members 
Mstep: Class 57 contains 14906 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4113 members 
Mstep: Class 60 contains 1552 members 
Mstep: Class 61 contains 26446 members 
Mstep: Class 62 contains 21824 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96223800.000000 Penalty: 215788.609375
Iteration 138Q: 64 clusters Score -9.62238e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 34448 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 12213 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 15 contains 9854 members 
Mstep: Class 16 contains 74347 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 11577 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7126 members 
Mstep: Class 26 contains 11159 members 
Mstep: Class 27 contains 8117 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3049 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 2792 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3165 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9387 members 
Mstep: Class 37 contains 5124 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 9046 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19376 members 
Mstep: Class 42 contains 17055 members 
Mstep: Class 43 contains 29083 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 1864 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 8132 members 
Mstep: Class 48 contains 8834 members 
Mstep: Class 49 contains 2127 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54123 members 
Mstep: Class 52 contains 210989 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 71237 members 
Mstep: Class 56 contains 88423 members 
Mstep: Class 57 contains 15237 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4122 members 
Mstep: Class 60 contains 1554 members 
Mstep: Class 61 contains 26484 members 
Mstep: Class 62 contains 21867 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224232.000000 Penalty: 215788.609375
Iteration 139Q: 64 clusters Score -9.622423e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 34472 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 13387 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 74135 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 11566 members 
Mstep: Class 22 contains 5357 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7120 members 
Mstep: Class 26 contains 11157 members 
Mstep: Class 27 contains 8126 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 3366 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3164 members 
Mstep: Class 35 contains 5970 members 
Mstep: Class 36 contains 9398 members 
Mstep: Class 37 contains 5126 members 
Mstep: Class 38 contains 6816 members 
Mstep: Class 39 contains 9042 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19369 members 
Mstep: Class 42 contains 17076 members 
Mstep: Class 43 contains 28991 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 1862 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8123 members 
Mstep: Class 48 contains 8820 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54156 members 
Mstep: Class 52 contains 210953 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 71249 members 
Mstep: Class 56 contains 88394 members 
Mstep: Class 57 contains 15533 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4126 members 
Mstep: Class 60 contains 1554 members 
Mstep: Class 61 contains 26537 members 
Mstep: Class 62 contains 21911 members 
Mstep: Class 63 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224584.000000 Penalty: 215788.609375
Iteration 140F: 64 clusters Score -9.622458e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 34495 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15037 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 12218 members 
Mstep: Class 14 contains 13390 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 73971 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 11556 members 
Mstep: Class 22 contains 5352 members 
Mstep: Class 23 contains 6567 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7111 members 
Mstep: Class 26 contains 11155 members 
Mstep: Class 27 contains 8137 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3165 members 
Mstep: Class 35 contains 5979 members 
Mstep: Class 36 contains 9402 members 
Mstep: Class 37 contains 5128 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 9042 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19367 members 
Mstep: Class 42 contains 17097 members 
Mstep: Class 43 contains 28912 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 1864 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8116 members 
Mstep: Class 48 contains 8803 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54190 members 
Mstep: Class 52 contains 210914 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 71254 members 
Mstep: Class 56 contains 88388 members 
Mstep: Class 57 contains 15797 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4132 members 
Mstep: Class 60 contains 1560 members 
Mstep: Class 61 contains 26598 members 
Mstep: Class 62 contains 21938 members 
Mstep: Class 63 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224536.000000 Penalty: 215788.609375
Iteration 141Q: 64 clusters Score -9.622454e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 34521 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 6368 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 13392 members 
Mstep: Class 15 contains 9835 members 
Mstep: Class 16 contains 73815 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4375 members 
Mstep: Class 21 contains 11544 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7110 members 
Mstep: Class 26 contains 11151 members 
Mstep: Class 27 contains 8148 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3165 members 
Mstep: Class 35 contains 5980 members 
Mstep: Class 36 contains 9399 members 
Mstep: Class 37 contains 5130 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 9038 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19371 members 
Mstep: Class 42 contains 17115 members 
Mstep: Class 43 contains 28837 members 
Mstep: Class 44 contains 2245 members 
Mstep: Class 45 contains 1863 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8110 members 
Mstep: Class 48 contains 8784 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54227 members 
Mstep: Class 52 contains 210868 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6055 members 
Mstep: Class 55 contains 71266 members 
Mstep: Class 56 contains 88379 members 
Mstep: Class 57 contains 16045 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4139 members 
Mstep: Class 60 contains 1565 members 
Mstep: Class 61 contains 26646 members 
Mstep: Class 62 contains 21962 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224464.000000 Penalty: 215788.609375
Iteration 142Q: 64 clusters Score -9.622446e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 34546 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 13393 members 
Mstep: Class 15 contains 9828 members 
Mstep: Class 16 contains 73680 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 5346 members 
Mstep: Class 23 contains 6559 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7108 members 
Mstep: Class 26 contains 11145 members 
Mstep: Class 27 contains 8161 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3165 members 
Mstep: Class 35 contains 5980 members 
Mstep: Class 36 contains 9394 members 
Mstep: Class 37 contains 5130 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9038 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19374 members 
Mstep: Class 42 contains 17129 members 
Mstep: Class 43 contains 28768 members 
Mstep: Class 44 contains 2245 members 
Mstep: Class 45 contains 1863 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8107 members 
Mstep: Class 48 contains 8770 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54247 members 
Mstep: Class 52 contains 210839 members 
Mstep: Class 53 contains 2871 members 
Mstep: Class 54 contains 6053 members 
Mstep: Class 55 contains 71281 members 
Mstep: Class 56 contains 88374 members 
Mstep: Class 57 contains 16281 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4146 members 
Mstep: Class 60 contains 1569 members 
Mstep: Class 61 contains 26684 members 
Mstep: Class 62 contains 21978 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224728.000000 Penalty: 215788.609375
Iteration 143Q: 64 clusters Score -9.622473e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 34562 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 12222 members 
Mstep: Class 14 contains 13396 members 
Mstep: Class 15 contains 9827 members 
Mstep: Class 16 contains 73552 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4382 members 
Mstep: Class 21 contains 11533 members 
Mstep: Class 22 contains 5345 members 
Mstep: Class 23 contains 6552 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7106 members 
Mstep: Class 26 contains 11147 members 
Mstep: Class 27 contains 8174 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3166 members 
Mstep: Class 35 contains 5976 members 
Mstep: Class 36 contains 9388 members 
Mstep: Class 37 contains 5130 members 
Mstep: Class 38 contains 6784 members 
Mstep: Class 39 contains 9038 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19374 members 
Mstep: Class 42 contains 17144 members 
Mstep: Class 43 contains 28701 members 
Mstep: Class 44 contains 2244 members 
Mstep: Class 45 contains 1862 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8109 members 
Mstep: Class 48 contains 8756 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54267 members 
Mstep: Class 52 contains 210814 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6055 members 
Mstep: Class 55 contains 71305 members 
Mstep: Class 56 contains 88370 members 
Mstep: Class 57 contains 16509 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4157 members 
Mstep: Class 60 contains 1573 members 
Mstep: Class 61 contains 26713 members 
Mstep: Class 62 contains 21990 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224816.000000 Penalty: 215788.609375
Iteration 144Q: 64 clusters Score -9.622482e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 34583 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 8880 members 
Mstep: Class 12 contains 7776 members 
Mstep: Class 13 contains 12222 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 9826 members 
Mstep: Class 16 contains 73438 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4384 members 
Mstep: Class 21 contains 11525 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7095 members 
Mstep: Class 26 contains 11146 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 3008 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3166 members 
Mstep: Class 35 contains 5976 members 
Mstep: Class 36 contains 9393 members 
Mstep: Class 37 contains 5130 members 
Mstep: Class 38 contains 6776 members 
Mstep: Class 39 contains 9037 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19373 members 
Mstep: Class 42 contains 17163 members 
Mstep: Class 43 contains 28637 members 
Mstep: Class 44 contains 2245 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8107 members 
Mstep: Class 48 contains 8750 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54287 members 
Mstep: Class 52 contains 210786 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6056 members 
Mstep: Class 55 contains 71316 members 
Mstep: Class 56 contains 88364 members 
Mstep: Class 57 contains 16721 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4169 members 
Mstep: Class 60 contains 1580 members 
Mstep: Class 61 contains 26747 members 
Mstep: Class 62 contains 22000 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96224840.000000 Penalty: 215788.609375
Iteration 145Q: 64 clusters Score -9.622484e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 34594 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 9823 members 
Mstep: Class 16 contains 73335 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4386 members 
Mstep: Class 21 contains 11517 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7094 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3168 members 
Mstep: Class 35 contains 5975 members 
Mstep: Class 36 contains 9403 members 
Mstep: Class 37 contains 5130 members 
Mstep: Class 38 contains 6762 members 
Mstep: Class 39 contains 9037 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19372 members 
Mstep: Class 42 contains 17183 members 
Mstep: Class 43 contains 28591 members 
Mstep: Class 44 contains 2246 members 
Mstep: Class 45 contains 1861 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8107 members 
Mstep: Class 48 contains 8742 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54302 members 
Mstep: Class 52 contains 210765 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6058 members 
Mstep: Class 55 contains 71327 members 
Mstep: Class 56 contains 88358 members 
Mstep: Class 57 contains 16912 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4179 members 
Mstep: Class 60 contains 1581 members 
Mstep: Class 61 contains 26771 members 
Mstep: Class 62 contains 22006 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225096.000000 Penalty: 215788.609375
Iteration 146Q: 64 clusters Score -9.62251e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 34605 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 13400 members 
Mstep: Class 15 contains 9817 members 
Mstep: Class 16 contains 73227 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 4388 members 
Mstep: Class 21 contains 11513 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7090 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 8173 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3170 members 
Mstep: Class 35 contains 5974 members 
Mstep: Class 36 contains 9411 members 
Mstep: Class 37 contains 5131 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 9035 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19373 members 
Mstep: Class 42 contains 17191 members 
Mstep: Class 43 contains 28529 members 
Mstep: Class 44 contains 2248 members 
Mstep: Class 45 contains 1857 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8106 members 
Mstep: Class 48 contains 8724 members 
Mstep: Class 49 contains 2130 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54323 members 
Mstep: Class 52 contains 210750 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6061 members 
Mstep: Class 55 contains 71346 members 
Mstep: Class 56 contains 88356 members 
Mstep: Class 57 contains 17096 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4183 members 
Mstep: Class 60 contains 1582 members 
Mstep: Class 61 contains 26797 members 
Mstep: Class 62 contains 22016 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225240.000000 Penalty: 215788.609375
Iteration 147Q: 64 clusters Score -9.622524e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 11 contains 8867 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13404 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 73146 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 11511 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7091 members 
Mstep: Class 26 contains 11143 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3174 members 
Mstep: Class 35 contains 5975 members 
Mstep: Class 36 contains 9416 members 
Mstep: Class 37 contains 5132 members 
Mstep: Class 38 contains 6738 members 
Mstep: Class 39 contains 9034 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19374 members 
Mstep: Class 42 contains 17202 members 
Mstep: Class 43 contains 28466 members 
Mstep: Class 44 contains 2249 members 
Mstep: Class 45 contains 1856 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8100 members 
Mstep: Class 48 contains 8702 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54350 members 
Mstep: Class 52 contains 210736 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6063 members 
Mstep: Class 55 contains 71370 members 
Mstep: Class 56 contains 88353 members 
Mstep: Class 57 contains 17244 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4184 members 
Mstep: Class 60 contains 1582 members 
Mstep: Class 61 contains 26822 members 
Mstep: Class 62 contains 22029 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225352.000000 Penalty: 215788.609375
Iteration 148Q: 64 clusters Score -9.622535e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15040 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 7757 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 73070 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 11505 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7090 members 
Mstep: Class 26 contains 11140 members 
Mstep: Class 27 contains 8166 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2795 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5977 members 
Mstep: Class 36 contains 9420 members 
Mstep: Class 37 contains 5133 members 
Mstep: Class 38 contains 6729 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19375 members 
Mstep: Class 42 contains 17212 members 
Mstep: Class 43 contains 28419 members 
Mstep: Class 44 contains 2250 members 
Mstep: Class 45 contains 1856 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8094 members 
Mstep: Class 48 contains 8678 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54378 members 
Mstep: Class 52 contains 210721 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6064 members 
Mstep: Class 55 contains 71385 members 
Mstep: Class 56 contains 88351 members 
Mstep: Class 57 contains 17396 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4186 members 
Mstep: Class 60 contains 1583 members 
Mstep: Class 61 contains 26845 members 
Mstep: Class 62 contains 22041 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225320.000000 Penalty: 215788.609375
Iteration 149Q: 64 clusters Score -9.622532e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 34637 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 73019 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 11498 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7088 members 
Mstep: Class 26 contains 11137 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2754 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3179 members 
Mstep: Class 35 contains 5977 members 
Mstep: Class 36 contains 9426 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6721 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19371 members 
Mstep: Class 42 contains 17225 members 
Mstep: Class 43 contains 28387 members 
Mstep: Class 44 contains 2251 members 
Mstep: Class 45 contains 1856 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8087 members 
Mstep: Class 48 contains 8657 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54395 members 
Mstep: Class 52 contains 210705 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6067 members 
Mstep: Class 55 contains 71390 members 
Mstep: Class 56 contains 88349 members 
Mstep: Class 57 contains 17518 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4190 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26862 members 
Mstep: Class 62 contains 22054 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225512.000000 Penalty: 215788.609375
Iteration 150Q: 64 clusters Score -9.622551e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 34642 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15040 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 72943 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 11493 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7082 members 
Mstep: Class 26 contains 11136 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 2746 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3179 members 
Mstep: Class 35 contains 5977 members 
Mstep: Class 36 contains 9427 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 6711 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19372 members 
Mstep: Class 42 contains 17233 members 
Mstep: Class 43 contains 28355 members 
Mstep: Class 44 contains 2252 members 
Mstep: Class 45 contains 1854 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8085 members 
Mstep: Class 48 contains 8631 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54411 members 
Mstep: Class 52 contains 210702 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6072 members 
Mstep: Class 55 contains 71401 members 
Mstep: Class 56 contains 88348 members 
Mstep: Class 57 contains 17640 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4194 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26873 members 
Mstep: Class 62 contains 22069 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225632.000000 Penalty: 215788.609375
Iteration 151Q: 64 clusters Score -9.622563e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 34649 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13404 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 72881 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 11493 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7080 members 
Mstep: Class 26 contains 11136 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2731 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5969 members 
Mstep: Class 36 contains 9428 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 6707 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19369 members 
Mstep: Class 42 contains 17244 members 
Mstep: Class 43 contains 28317 members 
Mstep: Class 44 contains 2254 members 
Mstep: Class 45 contains 1854 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8084 members 
Mstep: Class 48 contains 8611 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54427 members 
Mstep: Class 52 contains 210687 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6078 members 
Mstep: Class 55 contains 71411 members 
Mstep: Class 56 contains 88352 members 
Mstep: Class 57 contains 17742 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4196 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26892 members 
Mstep: Class 62 contains 22080 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225568.000000 Penalty: 215788.609375
Iteration 152Q: 64 clusters Score -9.622557e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 34655 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13405 members 
Mstep: Class 15 contains 9786 members 
Mstep: Class 16 contains 72829 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 4395 members 
Mstep: Class 21 contains 11488 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11130 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2731 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5962 members 
Mstep: Class 36 contains 9431 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 6699 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19364 members 
Mstep: Class 42 contains 17253 members 
Mstep: Class 43 contains 28280 members 
Mstep: Class 44 contains 2256 members 
Mstep: Class 45 contains 1854 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8082 members 
Mstep: Class 48 contains 8581 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54432 members 
Mstep: Class 52 contains 210678 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6085 members 
Mstep: Class 55 contains 71426 members 
Mstep: Class 56 contains 88354 members 
Mstep: Class 57 contains 17823 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4200 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26912 members 
Mstep: Class 62 contains 22100 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225552.000000 Penalty: 215788.609375
Iteration 153Q: 64 clusters Score -9.622555e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 34662 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15037 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 7731 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 72783 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 11487 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2737 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9432 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6696 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19361 members 
Mstep: Class 42 contains 17255 members 
Mstep: Class 43 contains 28241 members 
Mstep: Class 44 contains 2258 members 
Mstep: Class 45 contains 1852 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8080 members 
Mstep: Class 48 contains 8551 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54446 members 
Mstep: Class 52 contains 210672 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71442 members 
Mstep: Class 56 contains 88350 members 
Mstep: Class 57 contains 17888 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4202 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26933 members 
Mstep: Class 62 contains 22127 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225608.000000 Penalty: 215788.609375
Iteration 154Q: 64 clusters Score -9.622561e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 34670 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 8827 members 
Mstep: Class 12 contains 7727 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 9776 members 
Mstep: Class 16 contains 72738 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 11488 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9431 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6701 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19359 members 
Mstep: Class 42 contains 17254 members 
Mstep: Class 43 contains 28209 members 
Mstep: Class 44 contains 2259 members 
Mstep: Class 45 contains 1852 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8080 members 
Mstep: Class 48 contains 8524 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54460 members 
Mstep: Class 52 contains 210663 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71453 members 
Mstep: Class 56 contains 88343 members 
Mstep: Class 57 contains 17947 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 4206 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26941 members 
Mstep: Class 62 contains 22148 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225616.000000 Penalty: 215788.609375
Iteration 155Q: 64 clusters Score -9.622562e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 34677 members 
Mstep: Class 3 contains 6906 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 7722 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 72699 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4405 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11126 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2738 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5963 members 
Mstep: Class 36 contains 9433 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 6700 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19356 members 
Mstep: Class 42 contains 17254 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2261 members 
Mstep: Class 45 contains 1853 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8084 members 
Mstep: Class 48 contains 8510 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54467 members 
Mstep: Class 52 contains 210660 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71466 members 
Mstep: Class 56 contains 88339 members 
Mstep: Class 57 contains 18002 members 
Mstep: Class 58 contains 2562 members 
Mstep: Class 59 contains 4209 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26949 members 
Mstep: Class 62 contains 22164 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225528.000000 Penalty: 215788.609375
Iteration 156Q: 64 clusters Score -9.622553e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 34685 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15037 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 9774 members 
Mstep: Class 16 contains 72662 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4415 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 5341 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2735 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5964 members 
Mstep: Class 36 contains 9434 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6694 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19355 members 
Mstep: Class 42 contains 17254 members 
Mstep: Class 43 contains 28155 members 
Mstep: Class 44 contains 2261 members 
Mstep: Class 45 contains 1855 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8088 members 
Mstep: Class 48 contains 8495 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54480 members 
Mstep: Class 52 contains 210657 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71476 members 
Mstep: Class 56 contains 88335 members 
Mstep: Class 57 contains 18058 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4210 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26956 members 
Mstep: Class 62 contains 22177 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225584.000000 Penalty: 215788.609375
Iteration 157Q: 64 clusters Score -9.622558e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 34693 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 7716 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 72628 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4422 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 5342 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2733 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5964 members 
Mstep: Class 36 contains 9435 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 6690 members 
Mstep: Class 39 contains 9033 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19355 members 
Mstep: Class 42 contains 17254 members 
Mstep: Class 43 contains 28138 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1856 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8094 members 
Mstep: Class 48 contains 8484 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54485 members 
Mstep: Class 52 contains 210650 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71481 members 
Mstep: Class 56 contains 88329 members 
Mstep: Class 57 contains 18106 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4214 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26965 members 
Mstep: Class 62 contains 22189 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225408.000000 Penalty: 215788.609375
Iteration 158Q: 64 clusters Score -9.622541e+07 nChanged 169
Entering ConstructFrom: 
Score: -96225408.000000 Penalty: 215788.609375
Entering ConstructFrom: 
Trying to split cluster 1 (55183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Entering Unmasked Estep 
Score: -5666091.500000 Penalty: 2707.765869
	Iteration 0F: 2 clusters Score -5666092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5628993.500000 Penalty: 5415.531738
	Iteration 0F: 3 clusters Score -5628994 nChanged 25630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5643326.500000 Penalty: 5415.531738
	Iteration 1F: 3 clusters Score -5643326 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5644034.000000 Penalty: 5415.531738
	Iteration 2Q: 3 clusters Score -5644034 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -5644895.500000 Penalty: 5415.531738
	Iteration 3Q: 3 clusters Score -5644896 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5646070.500000 Penalty: 5415.531738
	Iteration 4Q: 3 clusters Score -5646070 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -5647438.500000 Penalty: 5415.531738
	Iteration 5Q: 3 clusters Score -5647438 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5649223.500000 Penalty: 5415.531738
	Iteration 6F: 3 clusters Score -5649224 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5651626.000000 Penalty: 5415.531738
	Iteration 7F: 3 clusters Score -5651626 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5654378.500000 Penalty: 5415.531738
	Iteration 8F: 3 clusters Score -5654378 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5657246.500000 Penalty: 5415.531738
	Iteration 9F: 3 clusters Score -5657246 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5659730.000000 Penalty: 5415.531738
	Iteration 10F: 3 clusters Score -5659730 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -5661430.500000 Penalty: 5415.531738
	Iteration 11Q: 3 clusters Score -5661430 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -5662468.500000 Penalty: 5415.531738
	Iteration 12Q: 3 clusters Score -5662468 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -5663082.000000 Penalty: 5415.531738
	Iteration 13Q: 3 clusters Score -5663082 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -5663388.000000 Penalty: 5415.531738
	Iteration 14Q: 3 clusters Score -5663388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -5663543.500000 Penalty: 5415.531738
	Iteration 15Q: 3 clusters Score -5663544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -5663627.500000 Penalty: 5415.531738
	Iteration 16Q: 3 clusters Score -5663628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -5663676.000000 Penalty: 5415.531738
	Iteration 17Q: 3 clusters Score -5663676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -5663720.500000 Penalty: 5415.531738
	Iteration 18Q: 3 clusters Score -5663720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -5663742.500000 Penalty: 5415.531738
	Iteration 19Q: 3 clusters Score -5663742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -5663761.000000 Penalty: 5415.531738
	Iteration 20F: 3 clusters Score -5663761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -5663769.000000 Penalty: 5415.531738
	Iteration 21Q: 3 clusters Score -5663769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -5663772.500000 Penalty: 5415.531738
	Iteration 22Q: 3 clusters Score -5663772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -5663784.500000 Penalty: 5415.531738
	Iteration 23Q: 3 clusters Score -5663784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -5663798.000000 Penalty: 5415.531738
	Iteration 24Q: 3 clusters Score -5663798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -5663806.000000 Penalty: 5415.531738
	Iteration 25Q: 3 clusters Score -5663806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -5663817.500000 Penalty: 5415.531738
	Iteration 26Q: 3 clusters Score -5663818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -5663826.000000 Penalty: 5415.531738
	Iteration 27Q: 3 clusters Score -5663826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -5663823.000000 Penalty: 5415.531738
	Iteration 28Q: 3 clusters Score -5663823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -5663823.000000 Penalty: 5415.531738
	Iteration 29F: 3 clusters Score -5663823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Entering Unmasked Estep 
Score: -3600061.750000 Penalty: 2592.707520
	Iteration 0F: 2 clusters Score -3600062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3576540.000000 Penalty: 5185.415039
	Iteration 0F: 3 clusters Score -3576540 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3584964.500000 Penalty: 5185.415039
	Iteration 1F: 3 clusters Score -3584964 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3585569.000000 Penalty: 5185.415039
	Iteration 2Q: 3 clusters Score -3585569 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3586136.000000 Penalty: 5185.415039
	Iteration 3Q: 3 clusters Score -3586136 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3586799.500000 Penalty: 5185.415039
	Iteration 4Q: 3 clusters Score -3586800 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3587560.250000 Penalty: 5185.415039
	Iteration 5Q: 3 clusters Score -3587560 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3588516.500000 Penalty: 5185.415039
	Iteration 6Q: 3 clusters Score -3588516 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3589662.000000 Penalty: 5185.415039
	Iteration 7F: 3 clusters Score -3589662 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3590975.500000 Penalty: 5185.415039
	Iteration 8F: 3 clusters Score -3590976 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3591997.500000 Penalty: 5185.415039
	Iteration 9F: 3 clusters Score -3591998 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3592688.500000 Penalty: 5185.415039
	Iteration 10Q: 3 clusters Score -3592688 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3593104.000000 Penalty: 5185.415039
	Iteration 11Q: 3 clusters Score -3593104 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3593371.750000 Penalty: 5185.415039
	Iteration 12Q: 3 clusters Score -3593372 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3593565.250000 Penalty: 5185.415039
	Iteration 13Q: 3 clusters Score -3593565 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3593681.250000 Penalty: 5185.415039
	Iteration 14Q: 3 clusters Score -3593681 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3593755.000000 Penalty: 5185.415039
	Iteration 15Q: 3 clusters Score -3593755 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3593805.250000 Penalty: 5185.415039
	Iteration 16Q: 3 clusters Score -3593805 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3593848.250000 Penalty: 5185.415039
	Iteration 17Q: 3 clusters Score -3593848 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3593872.750000 Penalty: 5185.415039
	Iteration 18Q: 3 clusters Score -3593873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3593886.250000 Penalty: 5185.415039
	Iteration 19Q: 3 clusters Score -3593886 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3593912.750000 Penalty: 5185.415039
	Iteration 20F: 3 clusters Score -3593913 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3593937.500000 Penalty: 5185.415039
	Iteration 21Q: 3 clusters Score -3593938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3593936.750000 Penalty: 5185.415039
	Iteration 22Q: 3 clusters Score -3593937 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3593960.250000 Penalty: 5185.415039
	Iteration 23Q: 3 clusters Score -3593960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3593989.500000 Penalty: 5185.415039
	Iteration 24Q: 3 clusters Score -3593990 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3594022.250000 Penalty: 5185.415039
	Iteration 25Q: 3 clusters Score -3594022 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3594026.250000 Penalty: 5185.415039
	Iteration 26Q: 3 clusters Score -3594026 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3594048.250000 Penalty: 5185.415039
	Iteration 27Q: 3 clusters Score -3594048 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3594077.750000 Penalty: 5185.415039
	Iteration 28Q: 3 clusters Score -3594078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3594092.500000 Penalty: 5185.415039
	Iteration 29Q: 3 clusters Score -3594092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3594116.750000 Penalty: 5185.415039
	Iteration 30Q: 3 clusters Score -3594117 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3594138.000000 Penalty: 5185.415039
	Iteration 31Q: 3 clusters Score -3594138 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3594155.250000 Penalty: 5185.415039
	Iteration 32Q: 3 clusters Score -3594155 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3594177.750000 Penalty: 5185.415039
	Iteration 33Q: 3 clusters Score -3594178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3594200.250000 Penalty: 5185.415039
	Iteration 34Q: 3 clusters Score -3594200 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3594251.000000 Penalty: 5185.415039
	Iteration 35Q: 3 clusters Score -3594251 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3594297.250000 Penalty: 5185.415039
	Iteration 36Q: 3 clusters Score -3594297 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3594356.000000 Penalty: 5185.415039
	Iteration 37Q: 3 clusters Score -3594356 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3594409.500000 Penalty: 5185.415039
	Iteration 38Q: 3 clusters Score -3594410 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3594463.500000 Penalty: 5185.415039
	Iteration 39Q: 3 clusters Score -3594464 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3594554.500000 Penalty: 5185.415039
	Iteration 40F: 3 clusters Score -3594554 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3594638.000000 Penalty: 5185.415039
	Iteration 41Q: 3 clusters Score -3594638 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3594768.250000 Penalty: 5185.415039
	Iteration 42Q: 3 clusters Score -3594768 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3594860.250000 Penalty: 5185.415039
	Iteration 43Q: 3 clusters Score -3594860 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3594993.750000 Penalty: 5185.415039
	Iteration 44Q: 3 clusters Score -3594994 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3595167.000000 Penalty: 5185.415039
	Iteration 45Q: 3 clusters Score -3595167 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3595353.000000 Penalty: 5185.415039
	Iteration 46Q: 3 clusters Score -3595353 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3595545.500000 Penalty: 5185.415039
	Iteration 47Q: 3 clusters Score -3595546 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3595788.250000 Penalty: 5185.415039
	Iteration 48Q: 3 clusters Score -3595788 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3595989.500000 Penalty: 5185.415039
	Iteration 49Q: 3 clusters Score -3595990 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3596233.250000 Penalty: 5185.415039
	Iteration 50Q: 3 clusters Score -3596233 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3596448.500000 Penalty: 5185.415039
	Iteration 51Q: 3 clusters Score -3596448 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3596677.750000 Penalty: 5185.415039
	Iteration 52Q: 3 clusters Score -3596678 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3596850.750000 Penalty: 5185.415039
	Iteration 53Q: 3 clusters Score -3596851 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3597005.750000 Penalty: 5185.415039
	Iteration 54Q: 3 clusters Score -3597006 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3597165.500000 Penalty: 5185.415039
	Iteration 55Q: 3 clusters Score -3597166 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3597287.250000 Penalty: 5185.415039
	Iteration 56Q: 3 clusters Score -3597287 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3597409.750000 Penalty: 5185.415039
	Iteration 57Q: 3 clusters Score -3597410 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3597509.500000 Penalty: 5185.415039
	Iteration 58Q: 3 clusters Score -3597510 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3597612.250000 Penalty: 5185.415039
	Iteration 59Q: 3 clusters Score -3597612 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3597684.000000 Penalty: 5185.415039
	Iteration 60F: 3 clusters Score -3597684 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3597739.750000 Penalty: 5185.415039
	Iteration 61Q: 3 clusters Score -3597740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3597804.750000 Penalty: 5185.415039
	Iteration 62Q: 3 clusters Score -3597805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3597853.750000 Penalty: 5185.415039
	Iteration 63Q: 3 clusters Score -3597854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3597907.000000 Penalty: 5185.415039
	Iteration 64Q: 3 clusters Score -3597907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3597936.000000 Penalty: 5185.415039
	Iteration 65Q: 3 clusters Score -3597936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3597965.750000 Penalty: 5185.415039
	Iteration 66Q: 3 clusters Score -3597966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3597993.000000 Penalty: 5185.415039
	Iteration 67Q: 3 clusters Score -3597993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3598014.500000 Penalty: 5185.415039
	Iteration 68Q: 3 clusters Score -3598014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3598038.000000 Penalty: 5185.415039
	Iteration 69Q: 3 clusters Score -3598038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3598056.750000 Penalty: 5185.415039
	Iteration 70Q: 3 clusters Score -3598057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3598071.500000 Penalty: 5185.415039
	Iteration 71Q: 3 clusters Score -3598072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3598082.000000 Penalty: 5185.415039
	Iteration 72Q: 3 clusters Score -3598082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3598103.250000 Penalty: 5185.415039
	Iteration 73Q: 3 clusters Score -3598103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3598114.500000 Penalty: 5185.415039
	Iteration 74Q: 3 clusters Score -3598114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3598127.250000 Penalty: 5185.415039
	Iteration 75Q: 3 clusters Score -3598127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3598133.500000 Penalty: 5185.415039
	Iteration 76Q: 3 clusters Score -3598134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3598145.500000 Penalty: 5185.415039
	Iteration 77Q: 3 clusters Score -3598146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3598146.000000 Penalty: 5185.415039
	Iteration 78Q: 3 clusters Score -3598146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3598150.750000 Penalty: 5185.415039
	Iteration 79Q: 3 clusters Score -3598151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3598161.250000 Penalty: 5185.415039
	Iteration 80F: 3 clusters Score -3598161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3598166.000000 Penalty: 5185.415039
	Iteration 81Q: 3 clusters Score -3598166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3598163.750000 Penalty: 5185.415039
	Iteration 82Q: 3 clusters Score -3598164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3598174.750000 Penalty: 5185.415039
	Iteration 83Q: 3 clusters Score -3598175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3598179.000000 Penalty: 5185.415039
	Iteration 84Q: 3 clusters Score -3598179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3598187.250000 Penalty: 5185.415039
	Iteration 85Q: 3 clusters Score -3598187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3598196.000000 Penalty: 5185.415039
	Iteration 86Q: 3 clusters Score -3598196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3598200.750000 Penalty: 5185.415039
	Iteration 87Q: 3 clusters Score -3598201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3598196.500000 Penalty: 5185.415039
	Iteration 88Q: 3 clusters Score -3598196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3598202.750000 Penalty: 5185.415039
	Iteration 89Q: 3 clusters Score -3598203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3598203.750000 Penalty: 5185.415039
	Iteration 90Q: 3 clusters Score -3598204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3598210.000000 Penalty: 5185.415039
	Iteration 91Q: 3 clusters Score -3598210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3598207.250000 Penalty: 5185.415039
	Iteration 92Q: 3 clusters Score -3598207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3598209.750000 Penalty: 5185.415039
	Iteration 93Q: 3 clusters Score -3598210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3598211.250000 Penalty: 5185.415039
	Iteration 94Q: 3 clusters Score -3598211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3598209.750000 Penalty: 5185.415039
	Iteration 95Q: 3 clusters Score -3598210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3598210.500000 Penalty: 5185.415039
	Iteration 96Q: 3 clusters Score -3598210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3598210.500000 Penalty: 5185.415039
	Iteration 97F: 3 clusters Score -3598210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -659766.500000 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -659766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -654077.187500 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -654077.2 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -655679.437500 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -655679.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -656040.250000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -656040.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -656357.250000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -656357.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -656673.375000 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -656673.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -656986.312500 Penalty: 4382.913574
	Iteration 5F: 3 clusters Score -656986.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -657300.500000 Penalty: 4382.913574
	Iteration 6F: 3 clusters Score -657300.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -657588.562500 Penalty: 4382.913574
	Iteration 7Q: 3 clusters Score -657588.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -657851.000000 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -657851 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -658043.625000 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -658043.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -658193.125000 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -658193.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -658315.750000 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -658315.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -658415.312500 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -658415.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -658464.500000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -658464.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -658497.562500 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -658497.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -658524.562500 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -658524.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -658541.000000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -658541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -658555.375000 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -658555.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -658564.500000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -658564.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -658570.812500 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -658570.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -658579.250000 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -658579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -658582.000000 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -658582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -658583.687500 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -658583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -658584.625000 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -658584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -658585.187500 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -658585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -658584.875000 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -658584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -658585.875000 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -658585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -658587.000000 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -658587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -658587.000000 Penalty: 4382.913574
	Iteration 28F: 3 clusters Score -658587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -570707.562500 Penalty: 2171.618164
	Iteration 0F: 2 clusters Score -570707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -565350.437500 Penalty: 4343.236328
	Iteration 0F: 3 clusters Score -565350.4 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -566903.500000 Penalty: 4343.236328
	Iteration 1F: 3 clusters Score -566903.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -567304.812500 Penalty: 4343.236328
	Iteration 2F: 3 clusters Score -567304.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -567626.937500 Penalty: 4343.236328
	Iteration 3F: 3 clusters Score -567626.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -567901.375000 Penalty: 4343.236328
	Iteration 4F: 3 clusters Score -567901.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -568188.000000 Penalty: 4343.236328
	Iteration 5F: 3 clusters Score -568188 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -568412.937500 Penalty: 4343.236328
	Iteration 6Q: 3 clusters Score -568412.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -568586.062500 Penalty: 4343.236328
	Iteration 7Q: 3 clusters Score -568586.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -568751.437500 Penalty: 4343.236328
	Iteration 8Q: 3 clusters Score -568751.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -568900.062500 Penalty: 4343.236328
	Iteration 9Q: 3 clusters Score -568900.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -569024.062500 Penalty: 4343.236328
	Iteration 10Q: 3 clusters Score -569024.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -569146.250000 Penalty: 4343.236328
	Iteration 11Q: 3 clusters Score -569146.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -569278.125000 Penalty: 4343.236328
	Iteration 12Q: 3 clusters Score -569278.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -569395.312500 Penalty: 4343.236328
	Iteration 13Q: 3 clusters Score -569395.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -569526.500000 Penalty: 4343.236328
	Iteration 14Q: 3 clusters Score -569526.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -569687.500000 Penalty: 4343.236328
	Iteration 15Q: 3 clusters Score -569687.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -569805.812500 Penalty: 4343.236328
	Iteration 16Q: 3 clusters Score -569805.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -569890.500000 Penalty: 4343.236328
	Iteration 17Q: 3 clusters Score -569890.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -569953.625000 Penalty: 4343.236328
	Iteration 18Q: 3 clusters Score -569953.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -570003.500000 Penalty: 4343.236328
	Iteration 19Q: 3 clusters Score -570003.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -570030.750000 Penalty: 4343.236328
	Iteration 20F: 3 clusters Score -570030.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -570047.312500 Penalty: 4343.236328
	Iteration 21Q: 3 clusters Score -570047.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -570060.750000 Penalty: 4343.236328
	Iteration 22Q: 3 clusters Score -570060.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -570071.125000 Penalty: 4343.236328
	Iteration 23Q: 3 clusters Score -570071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -570076.812500 Penalty: 4343.236328
	Iteration 24Q: 3 clusters Score -570076.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -570082.250000 Penalty: 4343.236328
	Iteration 25Q: 3 clusters Score -570082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -570083.062500 Penalty: 4343.236328
	Iteration 26Q: 3 clusters Score -570083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -570088.187500 Penalty: 4343.236328
	Iteration 27Q: 3 clusters Score -570088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -570092.625000 Penalty: 4343.236328
	Iteration 28Q: 3 clusters Score -570092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -570093.250000 Penalty: 4343.236328
	Iteration 29Q: 3 clusters Score -570093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -570096.812500 Penalty: 4343.236328
	Iteration 30Q: 3 clusters Score -570096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -570102.875000 Penalty: 4343.236328
	Iteration 31Q: 3 clusters Score -570102.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -570106.875000 Penalty: 4343.236328
	Iteration 32Q: 3 clusters Score -570106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -570109.812500 Penalty: 4343.236328
	Iteration 33Q: 3 clusters Score -570109.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -570113.125000 Penalty: 4343.236328
	Iteration 34Q: 3 clusters Score -570113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -570115.875000 Penalty: 4343.236328
	Iteration 35Q: 3 clusters Score -570115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -570116.000000 Penalty: 4343.236328
	Iteration 36Q: 3 clusters Score -570116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -570116.812500 Penalty: 4343.236328
	Iteration 37Q: 3 clusters Score -570116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -570117.875000 Penalty: 4343.236328
	Iteration 38Q: 3 clusters Score -570117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -570120.375000 Penalty: 4343.236328
	Iteration 39Q: 3 clusters Score -570120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -570119.187500 Penalty: 4343.236328
	Iteration 40F: 3 clusters Score -570119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -930002.000000 Penalty: 2259.545898
	Iteration 0F: 2 clusters Score -930002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -922994.875000 Penalty: 4519.091797
	Iteration 0F: 3 clusters Score -922994.9 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -925023.875000 Penalty: 4519.091797
	Iteration 1F: 3 clusters Score -925023.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -925508.000000 Penalty: 4519.091797
	Iteration 2F: 3 clusters Score -925508 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -926092.437500 Penalty: 4519.091797
	Iteration 3F: 3 clusters Score -926092.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -926766.562500 Penalty: 4519.091797
	Iteration 4F: 3 clusters Score -926766.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -927436.375000 Penalty: 4519.091797
	Iteration 5F: 3 clusters Score -927436.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -927952.875000 Penalty: 4519.091797
	Iteration 6F: 3 clusters Score -927952.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -928289.437500 Penalty: 4519.091797
	Iteration 7F: 3 clusters Score -928289.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -928456.250000 Penalty: 4519.091797
	Iteration 8Q: 3 clusters Score -928456.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -928535.437500 Penalty: 4519.091797
	Iteration 9Q: 3 clusters Score -928535.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -928581.250000 Penalty: 4519.091797
	Iteration 10Q: 3 clusters Score -928581.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -928615.312500 Penalty: 4519.091797
	Iteration 11Q: 3 clusters Score -928615.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -928626.562500 Penalty: 4519.091797
	Iteration 12Q: 3 clusters Score -928626.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -928637.125000 Penalty: 4519.091797
	Iteration 13Q: 3 clusters Score -928637.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -928640.812500 Penalty: 4519.091797
	Iteration 14Q: 3 clusters Score -928640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -928646.125000 Penalty: 4519.091797
	Iteration 15Q: 3 clusters Score -928646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -928652.437500 Penalty: 4519.091797
	Iteration 16Q: 3 clusters Score -928652.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -928652.875000 Penalty: 4519.091797
	Iteration 17Q: 3 clusters Score -928652.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -928654.062500 Penalty: 4519.091797
	Iteration 18Q: 3 clusters Score -928654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -928652.812500 Penalty: 4519.091797
	Iteration 19Q: 3 clusters Score -928652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -928653.625000 Penalty: 4519.091797
	Iteration 20F: 3 clusters Score -928653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -928657.812500 Penalty: 4519.091797
	Iteration 21Q: 3 clusters Score -928657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -928657.125000 Penalty: 4519.091797
	Iteration 22Q: 3 clusters Score -928657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -928659.125000 Penalty: 4519.091797
	Iteration 23Q: 3 clusters Score -928659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -928659.250000 Penalty: 4519.091797
	Iteration 24Q: 3 clusters Score -928659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -928660.562500 Penalty: 4519.091797
	Iteration 25Q: 3 clusters Score -928660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -928660.562500 Penalty: 4519.091797
	Iteration 26F: 3 clusters Score -928660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -172534.875000 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -172534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -170099.937500 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -170099.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170516.687500 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -170516.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -170619.328125 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -170619.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -170677.500000 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -170677.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -170758.593750 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -170758.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170862.578125 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -170862.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -170947.625000 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -170947.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171007.812500 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -171007.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -171048.906250 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -171048.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171084.984375 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -171085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171113.203125 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -171113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171127.078125 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -171127.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -171140.046875 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -171140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -171146.890625 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -171146.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -171156.765625 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -171156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -171167.734375 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -171167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -171179.828125 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -171179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -171190.640625 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -171190.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -171199.406250 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -171199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171212.828125 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -171212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -171220.781250 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -171220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -171235.140625 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -171235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171247.921875 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -171247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171256.890625 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -171256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171263.843750 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -171263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -171274.359375 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -171274.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171286.687500 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -171286.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171294.390625 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -171294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -171303.031250 Penalty: 3698.114990
	Iteration 28Q: 3 clusters Score -171303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -171310.390625 Penalty: 3698.114990
	Iteration 29Q: 3 clusters Score -171310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -171319.750000 Penalty: 3698.114990
	Iteration 30Q: 3 clusters Score -171319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -171327.156250 Penalty: 3698.114990
	Iteration 31Q: 3 clusters Score -171327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -171338.093750 Penalty: 3698.114990
	Iteration 32Q: 3 clusters Score -171338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -171339.656250 Penalty: 3698.114990
	Iteration 33Q: 3 clusters Score -171339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -171340.015625 Penalty: 3698.114990
	Iteration 34Q: 3 clusters Score -171340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -171340.906250 Penalty: 3698.114990
	Iteration 35Q: 3 clusters Score -171340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -171340.906250 Penalty: 3698.114990
	Iteration 36F: 3 clusters Score -171340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -195057.828125 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -195057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -192433.156250 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -192433.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -192888.359375 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -192888.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -193010.062500 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -193010.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -193076.093750 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -193076.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193137.625000 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -193137.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -193187.484375 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -193187.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -193218.531250 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -193218.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -193253.078125 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -193253.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193275.937500 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -193275.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -193289.062500 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -193289.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -193305.875000 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -193305.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -193322.390625 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -193322.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -193340.484375 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -193340.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -193357.281250 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -193357.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -193367.156250 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -193367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -193375.609375 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -193375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -193383.984375 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -193384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -193392.984375 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -193393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -193401.125000 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -193401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -193408.828125 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -193408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -193413.968750 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -193414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -193420.125000 Penalty: 3756.980957
	Iteration 21Q: 3 clusters Score -193420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -193426.031250 Penalty: 3756.980957
	Iteration 22Q: 3 clusters Score -193426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -193429.890625 Penalty: 3756.980957
	Iteration 23Q: 3 clusters Score -193429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -193434.515625 Penalty: 3756.980957
	Iteration 24Q: 3 clusters Score -193434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -193437.593750 Penalty: 3756.980957
	Iteration 25Q: 3 clusters Score -193437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -193438.765625 Penalty: 3756.980957
	Iteration 26Q: 3 clusters Score -193438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193439.140625 Penalty: 3756.980957
	Iteration 27Q: 3 clusters Score -193439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193440.859375 Penalty: 3756.980957
	Iteration 28Q: 3 clusters Score -193440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -193444.125000 Penalty: 3756.980957
	Iteration 29Q: 3 clusters Score -193444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193445.921875 Penalty: 3756.980957
	Iteration 30Q: 3 clusters Score -193445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193447.125000 Penalty: 3756.980957
	Iteration 31Q: 3 clusters Score -193447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -193449.515625 Penalty: 3756.980957
	Iteration 32Q: 3 clusters Score -193449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193451.500000 Penalty: 3756.980957
	Iteration 33Q: 3 clusters Score -193451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193453.500000 Penalty: 3756.980957
	Iteration 34Q: 3 clusters Score -193453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193459.203125 Penalty: 3756.980957
	Iteration 35Q: 3 clusters Score -193459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193464.234375 Penalty: 3756.980957
	Iteration 36Q: 3 clusters Score -193464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -193466.078125 Penalty: 3756.980957
	Iteration 37Q: 3 clusters Score -193466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193468.015625 Penalty: 3756.980957
	Iteration 38Q: 3 clusters Score -193468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193469.078125 Penalty: 3756.980957
	Iteration 39Q: 3 clusters Score -193469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -193472.453125 Penalty: 3756.980957
	Iteration 40F: 3 clusters Score -193472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -193477.453125 Penalty: 3756.980957
	Iteration 41Q: 3 clusters Score -193477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193478.812500 Penalty: 3756.980957
	Iteration 42Q: 3 clusters Score -193478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -193478.968750 Penalty: 3756.980957
	Iteration 43Q: 3 clusters Score -193479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193479.109375 Penalty: 3756.980957
	Iteration 44Q: 3 clusters Score -193479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193479.109375 Penalty: 3756.980957
	Iteration 45F: 3 clusters Score -193479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -190123.937500 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -190123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -187250.484375 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -187250.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -187961.046875 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -187961 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -188429.468750 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -188429.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -188850.156250 Penalty: 3870.503662
	Iteration 3F: 3 clusters Score -188850.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -189092.078125 Penalty: 3870.503662
	Iteration 4F: 3 clusters Score -189092.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -189239.750000 Penalty: 3870.503662
	Iteration 5Q: 3 clusters Score -189239.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189345.109375 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -189345.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189408.281250 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -189408.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -189465.671875 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -189465.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189510.953125 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -189511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -189539.062500 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -189539.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -189561.875000 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -189561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -189578.453125 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -189578.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -189590.156250 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -189590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -189597.265625 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -189597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -189601.640625 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -189601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -189606.671875 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -189606.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -189619.140625 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -189619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -189631.734375 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -189631.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -189646.406250 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -189646.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -189661.078125 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -189661.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -189675.703125 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -189675.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -189686.171875 Penalty: 3870.503662
	Iteration 22Q: 3 clusters Score -189686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -189699.656250 Penalty: 3870.503662
	Iteration 23Q: 3 clusters Score -189699.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -189715.765625 Penalty: 3870.503662
	Iteration 24Q: 3 clusters Score -189715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -189722.875000 Penalty: 3870.503662
	Iteration 25Q: 3 clusters Score -189722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -189729.281250 Penalty: 3870.503662
	Iteration 26Q: 3 clusters Score -189729.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -189735.890625 Penalty: 3870.503662
	Iteration 27Q: 3 clusters Score -189735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -189744.593750 Penalty: 3870.503662
	Iteration 28Q: 3 clusters Score -189744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -189747.421875 Penalty: 3870.503662
	Iteration 29Q: 3 clusters Score -189747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -189753.859375 Penalty: 3870.503662
	Iteration 30Q: 3 clusters Score -189753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -189756.640625 Penalty: 3870.503662
	Iteration 31Q: 3 clusters Score -189756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -189758.312500 Penalty: 3870.503662
	Iteration 32Q: 3 clusters Score -189758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -189759.718750 Penalty: 3870.503662
	Iteration 33Q: 3 clusters Score -189759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -189760.437500 Penalty: 3870.503662
	Iteration 34Q: 3 clusters Score -189760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -189761.281250 Penalty: 3870.503662
	Iteration 35Q: 3 clusters Score -189761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -189761.281250 Penalty: 3870.503662
	Iteration 36F: 3 clusters Score -189761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -199672.500000 Penalty: 1901.687256
	Iteration 0F: 2 clusters Score -199672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -196997.312500 Penalty: 3803.374512
	Iteration 0F: 3 clusters Score -196997.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197604.250000 Penalty: 3803.374512
	Iteration 1F: 3 clusters Score -197604.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -197774.765625 Penalty: 3803.374512
	Iteration 2F: 3 clusters Score -197774.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -197904.859375 Penalty: 3803.374512
	Iteration 3F: 3 clusters Score -197904.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -198042.640625 Penalty: 3803.374512
	Iteration 4F: 3 clusters Score -198042.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198160.390625 Penalty: 3803.374512
	Iteration 5Q: 3 clusters Score -198160.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -198258.843750 Penalty: 3803.374512
	Iteration 6Q: 3 clusters Score -198258.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198339.843750 Penalty: 3803.374512
	Iteration 7Q: 3 clusters Score -198339.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198372.796875 Penalty: 3803.374512
	Iteration 8Q: 3 clusters Score -198372.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198398.812500 Penalty: 3803.374512
	Iteration 9Q: 3 clusters Score -198398.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -198424.921875 Penalty: 3803.374512
	Iteration 10Q: 3 clusters Score -198424.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -198452.609375 Penalty: 3803.374512
	Iteration 11Q: 3 clusters Score -198452.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198495.843750 Penalty: 3803.374512
	Iteration 12Q: 3 clusters Score -198495.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198562.125000 Penalty: 3803.374512
	Iteration 13Q: 3 clusters Score -198562.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198620.968750 Penalty: 3803.374512
	Iteration 14Q: 3 clusters Score -198621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -198680.906250 Penalty: 3803.374512
	Iteration 15Q: 3 clusters Score -198680.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -198707.203125 Penalty: 3803.374512
	Iteration 16Q: 3 clusters Score -198707.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -198734.390625 Penalty: 3803.374512
	Iteration 17Q: 3 clusters Score -198734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198744.046875 Penalty: 3803.374512
	Iteration 18Q: 3 clusters Score -198744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198752.578125 Penalty: 3803.374512
	Iteration 19Q: 3 clusters Score -198752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198764.328125 Penalty: 3803.374512
	Iteration 20F: 3 clusters Score -198764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198773.468750 Penalty: 3803.374512
	Iteration 21Q: 3 clusters Score -198773.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -198783.890625 Penalty: 3803.374512
	Iteration 22Q: 3 clusters Score -198783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198790.390625 Penalty: 3803.374512
	Iteration 23Q: 3 clusters Score -198790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -198795.890625 Penalty: 3803.374512
	Iteration 24Q: 3 clusters Score -198795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -198804.625000 Penalty: 3803.374512
	Iteration 25Q: 3 clusters Score -198804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198814.734375 Penalty: 3803.374512
	Iteration 26Q: 3 clusters Score -198814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -198822.859375 Penalty: 3803.374512
	Iteration 27Q: 3 clusters Score -198822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198827.359375 Penalty: 3803.374512
	Iteration 28Q: 3 clusters Score -198827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198832.187500 Penalty: 3803.374512
	Iteration 29Q: 3 clusters Score -198832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198833.078125 Penalty: 3803.374512
	Iteration 30Q: 3 clusters Score -198833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198833.078125 Penalty: 3803.374512
	Iteration 31F: 3 clusters Score -198833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Entering Unmasked Estep 
Score: -1509059.250000 Penalty: 2385.281250
	Iteration 0F: 2 clusters Score -1509059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1498322.250000 Penalty: 4770.562500
	Iteration 0F: 3 clusters Score -1498322 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1501893.375000 Penalty: 4770.562500
	Iteration 1F: 3 clusters Score -1501893 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1502428.125000 Penalty: 4770.562500
	Iteration 2F: 3 clusters Score -1502428 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1502998.750000 Penalty: 4770.562500
	Iteration 3F: 3 clusters Score -1502999 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1503667.375000 Penalty: 4770.562500
	Iteration 4F: 3 clusters Score -1503667 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1504370.375000 Penalty: 4770.562500
	Iteration 5F: 3 clusters Score -1504370 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1505067.500000 Penalty: 4770.562500
	Iteration 6F: 3 clusters Score -1505068 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1505762.250000 Penalty: 4770.562500
	Iteration 7F: 3 clusters Score -1505762 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1506350.000000 Penalty: 4770.562500
	Iteration 8F: 3 clusters Score -1506350 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1506874.375000 Penalty: 4770.562500
	Iteration 9Q: 3 clusters Score -1506874 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1507314.000000 Penalty: 4770.562500
	Iteration 10Q: 3 clusters Score -1507314 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1507670.125000 Penalty: 4770.562500
	Iteration 11Q: 3 clusters Score -1507670 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1507924.125000 Penalty: 4770.562500
	Iteration 12Q: 3 clusters Score -1507924 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1508104.500000 Penalty: 4770.562500
	Iteration 13Q: 3 clusters Score -1508104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1508221.000000 Penalty: 4770.562500
	Iteration 14Q: 3 clusters Score -1508221 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1508298.625000 Penalty: 4770.562500
	Iteration 15Q: 3 clusters Score -1508299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1508350.750000 Penalty: 4770.562500
	Iteration 16Q: 3 clusters Score -1508351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1508388.875000 Penalty: 4770.562500
	Iteration 17Q: 3 clusters Score -1508389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1508403.875000 Penalty: 4770.562500
	Iteration 18Q: 3 clusters Score -1508404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1508412.125000 Penalty: 4770.562500
	Iteration 19Q: 3 clusters Score -1508412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1508417.125000 Penalty: 4770.562500
	Iteration 20F: 3 clusters Score -1508417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1508426.875000 Penalty: 4770.562500
	Iteration 21Q: 3 clusters Score -1508427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1508430.750000 Penalty: 4770.562500
	Iteration 22Q: 3 clusters Score -1508431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1508438.625000 Penalty: 4770.562500
	Iteration 23Q: 3 clusters Score -1508439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1508444.250000 Penalty: 4770.562500
	Iteration 24Q: 3 clusters Score -1508444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1508452.875000 Penalty: 4770.562500
	Iteration 25Q: 3 clusters Score -1508453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1508458.000000 Penalty: 4770.562500
	Iteration 26Q: 3 clusters Score -1508458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1508461.500000 Penalty: 4770.562500
	Iteration 27Q: 3 clusters Score -1508462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1508460.750000 Penalty: 4770.562500
	Iteration 28Q: 3 clusters Score -1508461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1508461.375000 Penalty: 4770.562500
	Iteration 29Q: 3 clusters Score -1508461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1508464.125000 Penalty: 4770.562500
	Iteration 30Q: 3 clusters Score -1508464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1508466.375000 Penalty: 4770.562500
	Iteration 31Q: 3 clusters Score -1508466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1508467.375000 Penalty: 4770.562500
	Iteration 32Q: 3 clusters Score -1508467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1508469.125000 Penalty: 4770.562500
	Iteration 33Q: 3 clusters Score -1508469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1508471.750000 Penalty: 4770.562500
	Iteration 34Q: 3 clusters Score -1508472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1508470.125000 Penalty: 4770.562500
	Iteration 35Q: 3 clusters Score -1508470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1508470.125000 Penalty: 4770.562500
	Iteration 36F: 3 clusters Score -1508470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Entering Unmasked Estep 
Score: -837243.687500 Penalty: 2252.827881
	Iteration 0F: 2 clusters Score -837243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -830382.562500 Penalty: 4505.655762
	Iteration 0F: 3 clusters Score -830382.6 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -832296.000000 Penalty: 4505.655762
	Iteration 1F: 3 clusters Score -832296 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -832585.312500 Penalty: 4505.655762
	Iteration 2F: 3 clusters Score -832585.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -832834.687500 Penalty: 4505.655762
	Iteration 3F: 3 clusters Score -832834.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -833063.062500 Penalty: 4505.655762
	Iteration 4Q: 3 clusters Score -833063.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -833303.312500 Penalty: 4505.655762
	Iteration 5Q: 3 clusters Score -833303.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -833552.625000 Penalty: 4505.655762
	Iteration 6Q: 3 clusters Score -833552.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -833851.187500 Penalty: 4505.655762
	Iteration 7Q: 3 clusters Score -833851.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -834150.750000 Penalty: 4505.655762
	Iteration 8Q: 3 clusters Score -834150.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -834421.500000 Penalty: 4505.655762
	Iteration 9Q: 3 clusters Score -834421.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -834637.312500 Penalty: 4505.655762
	Iteration 10Q: 3 clusters Score -834637.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -834831.500000 Penalty: 4505.655762
	Iteration 11Q: 3 clusters Score -834831.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -834975.875000 Penalty: 4505.655762
	Iteration 12Q: 3 clusters Score -834975.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -835096.437500 Penalty: 4505.655762
	Iteration 13Q: 3 clusters Score -835096.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -835173.750000 Penalty: 4505.655762
	Iteration 14Q: 3 clusters Score -835173.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -835228.375000 Penalty: 4505.655762
	Iteration 15Q: 3 clusters Score -835228.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -835270.687500 Penalty: 4505.655762
	Iteration 16Q: 3 clusters Score -835270.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -835298.062500 Penalty: 4505.655762
	Iteration 17Q: 3 clusters Score -835298.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -835317.250000 Penalty: 4505.655762
	Iteration 18Q: 3 clusters Score -835317.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -835333.750000 Penalty: 4505.655762
	Iteration 19Q: 3 clusters Score -835333.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -835346.375000 Penalty: 4505.655762
	Iteration 20F: 3 clusters Score -835346.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -835353.937500 Penalty: 4505.655762
	Iteration 21Q: 3 clusters Score -835353.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -835359.437500 Penalty: 4505.655762
	Iteration 22Q: 3 clusters Score -835359.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -835361.812500 Penalty: 4505.655762
	Iteration 23Q: 3 clusters Score -835361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -835366.500000 Penalty: 4505.655762
	Iteration 24Q: 3 clusters Score -835366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -835371.687500 Penalty: 4505.655762
	Iteration 25Q: 3 clusters Score -835371.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -835375.812500 Penalty: 4505.655762
	Iteration 26Q: 3 clusters Score -835375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -835378.750000 Penalty: 4505.655762
	Iteration 27Q: 3 clusters Score -835378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -835386.875000 Penalty: 4505.655762
	Iteration 28Q: 3 clusters Score -835386.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -835391.687500 Penalty: 4505.655762
	Iteration 29Q: 3 clusters Score -835391.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -835397.937500 Penalty: 4505.655762
	Iteration 30Q: 3 clusters Score -835397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -835401.125000 Penalty: 4505.655762
	Iteration 31Q: 3 clusters Score -835401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -835407.937500 Penalty: 4505.655762
	Iteration 32Q: 3 clusters Score -835407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -835412.437500 Penalty: 4505.655762
	Iteration 33Q: 3 clusters Score -835412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -835416.500000 Penalty: 4505.655762
	Iteration 34Q: 3 clusters Score -835416.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -835420.312500 Penalty: 4505.655762
	Iteration 35Q: 3 clusters Score -835420.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -835426.187500 Penalty: 4505.655762
	Iteration 36Q: 3 clusters Score -835426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -835426.437500 Penalty: 4505.655762
	Iteration 37Q: 3 clusters Score -835426.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -835434.187500 Penalty: 4505.655762
	Iteration 38Q: 3 clusters Score -835434.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -835441.750000 Penalty: 4505.655762
	Iteration 39Q: 3 clusters Score -835441.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -835450.000000 Penalty: 4505.655762
	Iteration 40F: 3 clusters Score -835450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -835458.687500 Penalty: 4505.655762
	Iteration 41Q: 3 clusters Score -835458.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -835467.500000 Penalty: 4505.655762
	Iteration 42Q: 3 clusters Score -835467.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -835480.500000 Penalty: 4505.655762
	Iteration 43Q: 3 clusters Score -835480.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -835491.750000 Penalty: 4505.655762
	Iteration 44Q: 3 clusters Score -835491.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -835500.375000 Penalty: 4505.655762
	Iteration 45Q: 3 clusters Score -835500.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -835506.812500 Penalty: 4505.655762
	Iteration 46Q: 3 clusters Score -835506.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -835514.250000 Penalty: 4505.655762
	Iteration 47Q: 3 clusters Score -835514.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -835517.875000 Penalty: 4505.655762
	Iteration 48Q: 3 clusters Score -835517.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -835522.437500 Penalty: 4505.655762
	Iteration 49Q: 3 clusters Score -835522.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -835529.125000 Penalty: 4505.655762
	Iteration 50Q: 3 clusters Score -835529.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -835536.437500 Penalty: 4505.655762
	Iteration 51Q: 3 clusters Score -835536.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -835541.312500 Penalty: 4505.655762
	Iteration 52Q: 3 clusters Score -835541.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -835546.625000 Penalty: 4505.655762
	Iteration 53Q: 3 clusters Score -835546.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -835551.812500 Penalty: 4505.655762
	Iteration 54Q: 3 clusters Score -835551.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -835553.500000 Penalty: 4505.655762
	Iteration 55Q: 3 clusters Score -835553.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -835559.625000 Penalty: 4505.655762
	Iteration 56Q: 3 clusters Score -835559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -835559.937500 Penalty: 4505.655762
	Iteration 57Q: 3 clusters Score -835559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -835562.500000 Penalty: 4505.655762
	Iteration 58Q: 3 clusters Score -835562.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -835566.812500 Penalty: 4505.655762
	Iteration 59Q: 3 clusters Score -835566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -835568.437500 Penalty: 4505.655762
	Iteration 60F: 3 clusters Score -835568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -835568.437500 Penalty: 4505.655762
	Iteration 61Q: 3 clusters Score -835568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -835570.812500 Penalty: 4505.655762
	Iteration 62Q: 3 clusters Score -835570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -835571.875000 Penalty: 4505.655762
	Iteration 63Q: 3 clusters Score -835571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -835572.937500 Penalty: 4505.655762
	Iteration 64Q: 3 clusters Score -835572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -835573.625000 Penalty: 4505.655762
	Iteration 65Q: 3 clusters Score -835573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -835576.812500 Penalty: 4505.655762
	Iteration 66Q: 3 clusters Score -835576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -835576.625000 Penalty: 4505.655762
	Iteration 67Q: 3 clusters Score -835576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -835577.000000 Penalty: 4505.655762
	Iteration 68Q: 3 clusters Score -835577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -835575.500000 Penalty: 4505.655762
	Iteration 69Q: 3 clusters Score -835575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -835576.062500 Penalty: 4505.655762
	Iteration 70Q: 3 clusters Score -835576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -835575.937500 Penalty: 4505.655762
	Iteration 71Q: 3 clusters Score -835575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -835575.937500 Penalty: 4505.655762
	Iteration 72F: 3 clusters Score -835575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -724993.562500 Penalty: 2219.796387
	Iteration 0F: 2 clusters Score -724993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -718772.375000 Penalty: 4439.592773
	Iteration 0F: 3 clusters Score -718772.4 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -720507.937500 Penalty: 4439.592773
	Iteration 1F: 3 clusters Score -720507.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -720859.562500 Penalty: 4439.592773
	Iteration 2F: 3 clusters Score -720859.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -721155.812500 Penalty: 4439.592773
	Iteration 3F: 3 clusters Score -721155.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -721440.500000 Penalty: 4439.592773
	Iteration 4Q: 3 clusters Score -721440.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -721707.937500 Penalty: 4439.592773
	Iteration 5Q: 3 clusters Score -721707.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -721943.500000 Penalty: 4439.592773
	Iteration 6Q: 3 clusters Score -721943.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -722183.375000 Penalty: 4439.592773
	Iteration 7Q: 3 clusters Score -722183.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -722424.500000 Penalty: 4439.592773
	Iteration 8Q: 3 clusters Score -722424.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -722682.062500 Penalty: 4439.592773
	Iteration 9Q: 3 clusters Score -722682.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -723008.250000 Penalty: 4439.592773
	Iteration 10Q: 3 clusters Score -723008.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -723399.312500 Penalty: 4439.592773
	Iteration 11Q: 3 clusters Score -723399.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -723785.125000 Penalty: 4439.592773
	Iteration 12Q: 3 clusters Score -723785.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -724085.375000 Penalty: 4439.592773
	Iteration 13Q: 3 clusters Score -724085.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -724216.500000 Penalty: 4439.592773
	Iteration 14Q: 3 clusters Score -724216.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -724258.937500 Penalty: 4439.592773
	Iteration 15Q: 3 clusters Score -724258.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -724278.187500 Penalty: 4439.592773
	Iteration 16Q: 3 clusters Score -724278.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -724286.937500 Penalty: 4439.592773
	Iteration 17Q: 3 clusters Score -724286.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -724298.562500 Penalty: 4439.592773
	Iteration 18Q: 3 clusters Score -724298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -724302.625000 Penalty: 4439.592773
	Iteration 19Q: 3 clusters Score -724302.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -724304.875000 Penalty: 4439.592773
	Iteration 20F: 3 clusters Score -724304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -724306.250000 Penalty: 4439.592773
	Iteration 21Q: 3 clusters Score -724306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -724305.312500 Penalty: 4439.592773
	Iteration 22Q: 3 clusters Score -724305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -724306.312500 Penalty: 4439.592773
	Iteration 23Q: 3 clusters Score -724306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -724308.500000 Penalty: 4439.592773
	Iteration 24Q: 3 clusters Score -724308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -724307.437500 Penalty: 4439.592773
	Iteration 25Q: 3 clusters Score -724307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -724308.062500 Penalty: 4439.592773
	Iteration 26Q: 3 clusters Score -724308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -724308.062500 Penalty: 4439.592773
	Iteration 27Q: 3 clusters Score -724308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -724308.750000 Penalty: 4439.592773
	Iteration 28Q: 3 clusters Score -724308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -724308.750000 Penalty: 4439.592773
	Iteration 29F: 3 clusters Score -724308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Entering Unmasked Estep 
Score: -1225571.500000 Penalty: 2334.027588
	Iteration 0F: 2 clusters Score -1225572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1216454.000000 Penalty: 4668.055176
	Iteration 0F: 3 clusters Score -1216454 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1219224.250000 Penalty: 4668.055176
	Iteration 1F: 3 clusters Score -1219224 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1219553.125000 Penalty: 4668.055176
	Iteration 2F: 3 clusters Score -1219553 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1219804.750000 Penalty: 4668.055176
	Iteration 3Q: 3 clusters Score -1219805 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1220029.500000 Penalty: 4668.055176
	Iteration 4Q: 3 clusters Score -1220030 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1220218.500000 Penalty: 4668.055176
	Iteration 5Q: 3 clusters Score -1220218 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1220431.000000 Penalty: 4668.055176
	Iteration 6Q: 3 clusters Score -1220431 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1220643.375000 Penalty: 4668.055176
	Iteration 7Q: 3 clusters Score -1220643 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1220913.750000 Penalty: 4668.055176
	Iteration 8Q: 3 clusters Score -1220914 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1221241.250000 Penalty: 4668.055176
	Iteration 9Q: 3 clusters Score -1221241 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1221622.250000 Penalty: 4668.055176
	Iteration 10Q: 3 clusters Score -1221622 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1221996.750000 Penalty: 4668.055176
	Iteration 11Q: 3 clusters Score -1221997 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1222301.625000 Penalty: 4668.055176
	Iteration 12Q: 3 clusters Score -1222302 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1222521.250000 Penalty: 4668.055176
	Iteration 13Q: 3 clusters Score -1222521 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1222711.000000 Penalty: 4668.055176
	Iteration 14Q: 3 clusters Score -1222711 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1222857.250000 Penalty: 4668.055176
	Iteration 15Q: 3 clusters Score -1222857 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1222953.750000 Penalty: 4668.055176
	Iteration 16Q: 3 clusters Score -1222954 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1223029.750000 Penalty: 4668.055176
	Iteration 17Q: 3 clusters Score -1223030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1223079.000000 Penalty: 4668.055176
	Iteration 18Q: 3 clusters Score -1223079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1223107.875000 Penalty: 4668.055176
	Iteration 19Q: 3 clusters Score -1223108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1223147.000000 Penalty: 4668.055176
	Iteration 20F: 3 clusters Score -1223147 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1223180.750000 Penalty: 4668.055176
	Iteration 21Q: 3 clusters Score -1223181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1223210.250000 Penalty: 4668.055176
	Iteration 22Q: 3 clusters Score -1223210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1223238.500000 Penalty: 4668.055176
	Iteration 23Q: 3 clusters Score -1223238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1223259.750000 Penalty: 4668.055176
	Iteration 24Q: 3 clusters Score -1223260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1223280.750000 Penalty: 4668.055176
	Iteration 25Q: 3 clusters Score -1223281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1223292.375000 Penalty: 4668.055176
	Iteration 26Q: 3 clusters Score -1223292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1223312.375000 Penalty: 4668.055176
	Iteration 27Q: 3 clusters Score -1223312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1223323.750000 Penalty: 4668.055176
	Iteration 28Q: 3 clusters Score -1223324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1223336.000000 Penalty: 4668.055176
	Iteration 29Q: 3 clusters Score -1223336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1223345.250000 Penalty: 4668.055176
	Iteration 30Q: 3 clusters Score -1223345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1223350.250000 Penalty: 4668.055176
	Iteration 31Q: 3 clusters Score -1223350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1223358.250000 Penalty: 4668.055176
	Iteration 32Q: 3 clusters Score -1223358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1223361.125000 Penalty: 4668.055176
	Iteration 33Q: 3 clusters Score -1223361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1223367.250000 Penalty: 4668.055176
	Iteration 34Q: 3 clusters Score -1223367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1223372.125000 Penalty: 4668.055176
	Iteration 35Q: 3 clusters Score -1223372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1223377.750000 Penalty: 4668.055176
	Iteration 36Q: 3 clusters Score -1223378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1223383.625000 Penalty: 4668.055176
	Iteration 37Q: 3 clusters Score -1223384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1223388.375000 Penalty: 4668.055176
	Iteration 38Q: 3 clusters Score -1223388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1223395.500000 Penalty: 4668.055176
	Iteration 39Q: 3 clusters Score -1223396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1223404.375000 Penalty: 4668.055176
	Iteration 40F: 3 clusters Score -1223404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1223408.500000 Penalty: 4668.055176
	Iteration 41Q: 3 clusters Score -1223408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1223417.625000 Penalty: 4668.055176
	Iteration 42Q: 3 clusters Score -1223418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1223423.750000 Penalty: 4668.055176
	Iteration 43Q: 3 clusters Score -1223424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1223425.250000 Penalty: 4668.055176
	Iteration 44Q: 3 clusters Score -1223425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1223430.125000 Penalty: 4668.055176
	Iteration 45Q: 3 clusters Score -1223430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1223433.625000 Penalty: 4668.055176
	Iteration 46Q: 3 clusters Score -1223434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1223440.000000 Penalty: 4668.055176
	Iteration 47Q: 3 clusters Score -1223440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1223448.125000 Penalty: 4668.055176
	Iteration 48Q: 3 clusters Score -1223448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1223459.125000 Penalty: 4668.055176
	Iteration 49Q: 3 clusters Score -1223459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1223465.750000 Penalty: 4668.055176
	Iteration 50Q: 3 clusters Score -1223466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1223469.500000 Penalty: 4668.055176
	Iteration 51Q: 3 clusters Score -1223470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1223479.625000 Penalty: 4668.055176
	Iteration 52Q: 3 clusters Score -1223480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1223485.625000 Penalty: 4668.055176
	Iteration 53Q: 3 clusters Score -1223486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1223494.125000 Penalty: 4668.055176
	Iteration 54Q: 3 clusters Score -1223494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1223500.000000 Penalty: 4668.055176
	Iteration 55Q: 3 clusters Score -1223500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1223505.750000 Penalty: 4668.055176
	Iteration 56Q: 3 clusters Score -1223506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1223513.625000 Penalty: 4668.055176
	Iteration 57Q: 3 clusters Score -1223514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1223526.750000 Penalty: 4668.055176
	Iteration 58Q: 3 clusters Score -1223527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1223534.375000 Penalty: 4668.055176
	Iteration 59Q: 3 clusters Score -1223534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1223543.750000 Penalty: 4668.055176
	Iteration 60F: 3 clusters Score -1223544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1223549.875000 Penalty: 4668.055176
	Iteration 61Q: 3 clusters Score -1223550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1223558.875000 Penalty: 4668.055176
	Iteration 62Q: 3 clusters Score -1223559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1223561.500000 Penalty: 4668.055176
	Iteration 63Q: 3 clusters Score -1223562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1223562.375000 Penalty: 4668.055176
	Iteration 64Q: 3 clusters Score -1223562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1223566.125000 Penalty: 4668.055176
	Iteration 65Q: 3 clusters Score -1223566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1223568.625000 Penalty: 4668.055176
	Iteration 66Q: 3 clusters Score -1223569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1223570.625000 Penalty: 4668.055176
	Iteration 67Q: 3 clusters Score -1223571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1223573.000000 Penalty: 4668.055176
	Iteration 68Q: 3 clusters Score -1223573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1223576.375000 Penalty: 4668.055176
	Iteration 69Q: 3 clusters Score -1223576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1223576.625000 Penalty: 4668.055176
	Iteration 70Q: 3 clusters Score -1223577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1223578.875000 Penalty: 4668.055176
	Iteration 71Q: 3 clusters Score -1223579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1223577.000000 Penalty: 4668.055176
	Iteration 72Q: 3 clusters Score -1223577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1223580.750000 Penalty: 4668.055176
	Iteration 73Q: 3 clusters Score -1223581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1223581.375000 Penalty: 4668.055176
	Iteration 74Q: 3 clusters Score -1223581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1223579.625000 Penalty: 4668.055176
	Iteration 75Q: 3 clusters Score -1223580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1223582.375000 Penalty: 4668.055176
	Iteration 76Q: 3 clusters Score -1223582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1223582.625000 Penalty: 4668.055176
	Iteration 77Q: 3 clusters Score -1223583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1223584.875000 Penalty: 4668.055176
	Iteration 78Q: 3 clusters Score -1223585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1223585.250000 Penalty: 4668.055176
	Iteration 79Q: 3 clusters Score -1223585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1223587.250000 Penalty: 4668.055176
	Iteration 80F: 3 clusters Score -1223587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1223587.625000 Penalty: 4668.055176
	Iteration 81Q: 3 clusters Score -1223588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1223589.375000 Penalty: 4668.055176
	Iteration 82Q: 3 clusters Score -1223589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1223595.875000 Penalty: 4668.055176
	Iteration 83Q: 3 clusters Score -1223596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1223594.750000 Penalty: 4668.055176
	Iteration 84Q: 3 clusters Score -1223595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1223600.625000 Penalty: 4668.055176
	Iteration 85Q: 3 clusters Score -1223601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1223604.625000 Penalty: 4668.055176
	Iteration 86Q: 3 clusters Score -1223605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1223605.625000 Penalty: 4668.055176
	Iteration 87Q: 3 clusters Score -1223606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1223610.125000 Penalty: 4668.055176
	Iteration 88Q: 3 clusters Score -1223610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1223614.000000 Penalty: 4668.055176
	Iteration 89Q: 3 clusters Score -1223614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1223614.625000 Penalty: 4668.055176
	Iteration 90Q: 3 clusters Score -1223615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1223615.625000 Penalty: 4668.055176
	Iteration 91Q: 3 clusters Score -1223616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1223615.625000 Penalty: 4668.055176
	Iteration 92F: 3 clusters Score -1223616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -1384430.500000 Penalty: 2356.912842
	Iteration 0F: 2 clusters Score -1384430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1374540.750000 Penalty: 4713.825684
	Iteration 0F: 3 clusters Score -1374541 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1377569.750000 Penalty: 4713.825684
	Iteration 1F: 3 clusters Score -1377570 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1377932.875000 Penalty: 4713.825684
	Iteration 2F: 3 clusters Score -1377933 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1378214.750000 Penalty: 4713.825684
	Iteration 3F: 3 clusters Score -1378215 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1378444.250000 Penalty: 4713.825684
	Iteration 4Q: 3 clusters Score -1378444 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1378708.250000 Penalty: 4713.825684
	Iteration 5Q: 3 clusters Score -1378708 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1378986.250000 Penalty: 4713.825684
	Iteration 6Q: 3 clusters Score -1378986 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1379283.375000 Penalty: 4713.825684
	Iteration 7Q: 3 clusters Score -1379283 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1379652.875000 Penalty: 4713.825684
	Iteration 8Q: 3 clusters Score -1379653 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1380040.500000 Penalty: 4713.825684
	Iteration 9Q: 3 clusters Score -1380040 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1380434.375000 Penalty: 4713.825684
	Iteration 10Q: 3 clusters Score -1380434 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1380798.500000 Penalty: 4713.825684
	Iteration 11Q: 3 clusters Score -1380798 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1381150.250000 Penalty: 4713.825684
	Iteration 12Q: 3 clusters Score -1381150 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1381444.250000 Penalty: 4713.825684
	Iteration 13Q: 3 clusters Score -1381444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1381659.000000 Penalty: 4713.825684
	Iteration 14Q: 3 clusters Score -1381659 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1381836.000000 Penalty: 4713.825684
	Iteration 15Q: 3 clusters Score -1381836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1381987.625000 Penalty: 4713.825684
	Iteration 16Q: 3 clusters Score -1381988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1382102.875000 Penalty: 4713.825684
	Iteration 17Q: 3 clusters Score -1382103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1382178.500000 Penalty: 4713.825684
	Iteration 18Q: 3 clusters Score -1382178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1382221.500000 Penalty: 4713.825684
	Iteration 19Q: 3 clusters Score -1382222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1382257.625000 Penalty: 4713.825684
	Iteration 20F: 3 clusters Score -1382258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1382278.250000 Penalty: 4713.825684
	Iteration 21Q: 3 clusters Score -1382278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1382288.750000 Penalty: 4713.825684
	Iteration 22Q: 3 clusters Score -1382289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1382295.000000 Penalty: 4713.825684
	Iteration 23Q: 3 clusters Score -1382295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1382304.875000 Penalty: 4713.825684
	Iteration 24Q: 3 clusters Score -1382305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1382314.875000 Penalty: 4713.825684
	Iteration 25Q: 3 clusters Score -1382315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1382321.125000 Penalty: 4713.825684
	Iteration 26Q: 3 clusters Score -1382321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1382323.125000 Penalty: 4713.825684
	Iteration 27Q: 3 clusters Score -1382323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1382331.125000 Penalty: 4713.825684
	Iteration 28Q: 3 clusters Score -1382331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1382338.375000 Penalty: 4713.825684
	Iteration 29Q: 3 clusters Score -1382338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1382342.875000 Penalty: 4713.825684
	Iteration 30Q: 3 clusters Score -1382343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1382346.125000 Penalty: 4713.825684
	Iteration 31Q: 3 clusters Score -1382346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1382349.125000 Penalty: 4713.825684
	Iteration 32Q: 3 clusters Score -1382349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1382351.000000 Penalty: 4713.825684
	Iteration 33Q: 3 clusters Score -1382351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1382355.375000 Penalty: 4713.825684
	Iteration 34Q: 3 clusters Score -1382355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1382356.500000 Penalty: 4713.825684
	Iteration 35Q: 3 clusters Score -1382356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1382356.500000 Penalty: 4713.825684
	Iteration 36F: 3 clusters Score -1382356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Entering Unmasked Estep 
Score: -985411.062500 Penalty: 2278.444580
	Iteration 0F: 2 clusters Score -985411.1 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 4847 members 
Entering Unmasked Estep 
Score: -977942.875000 Penalty: 4556.889160
	Iteration 0F: 3 clusters Score -977942.9 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -980115.500000 Penalty: 4556.889160
	Iteration 1F: 3 clusters Score -980115.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -980504.000000 Penalty: 4556.889160
	Iteration 2F: 3 clusters Score -980504 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -980857.062500 Penalty: 4556.889160
	Iteration 3F: 3 clusters Score -980857.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -981278.250000 Penalty: 4556.889160
	Iteration 4F: 3 clusters Score -981278.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -981856.062500 Penalty: 4556.889160
	Iteration 5F: 3 clusters Score -981856.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -982442.125000 Penalty: 4556.889160
	Iteration 6F: 3 clusters Score -982442.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -982887.625000 Penalty: 4556.889160
	Iteration 7F: 3 clusters Score -982887.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -983142.500000 Penalty: 4556.889160
	Iteration 8Q: 3 clusters Score -983142.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -983297.000000 Penalty: 4556.889160
	Iteration 9Q: 3 clusters Score -983297 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -983364.187500 Penalty: 4556.889160
	Iteration 10Q: 3 clusters Score -983364.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -983412.500000 Penalty: 4556.889160
	Iteration 11Q: 3 clusters Score -983412.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -983445.687500 Penalty: 4556.889160
	Iteration 12Q: 3 clusters Score -983445.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -983468.062500 Penalty: 4556.889160
	Iteration 13Q: 3 clusters Score -983468.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -983485.750000 Penalty: 4556.889160
	Iteration 14Q: 3 clusters Score -983485.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -983504.250000 Penalty: 4556.889160
	Iteration 15Q: 3 clusters Score -983504.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -983518.812500 Penalty: 4556.889160
	Iteration 16Q: 3 clusters Score -983518.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -983532.562500 Penalty: 4556.889160
	Iteration 17Q: 3 clusters Score -983532.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -983540.625000 Penalty: 4556.889160
	Iteration 18Q: 3 clusters Score -983540.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -983548.812500 Penalty: 4556.889160
	Iteration 19Q: 3 clusters Score -983548.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -983559.125000 Penalty: 4556.889160
	Iteration 20F: 3 clusters Score -983559.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -983568.437500 Penalty: 4556.889160
	Iteration 21Q: 3 clusters Score -983568.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -983577.250000 Penalty: 4556.889160
	Iteration 22Q: 3 clusters Score -983577.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -983583.875000 Penalty: 4556.889160
	Iteration 23Q: 3 clusters Score -983583.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -983589.312500 Penalty: 4556.889160
	Iteration 24Q: 3 clusters Score -983589.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -983597.125000 Penalty: 4556.889160
	Iteration 25Q: 3 clusters Score -983597.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -983602.875000 Penalty: 4556.889160
	Iteration 26Q: 3 clusters Score -983602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -983604.375000 Penalty: 4556.889160
	Iteration 27Q: 3 clusters Score -983604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -983608.250000 Penalty: 4556.889160
	Iteration 28Q: 3 clusters Score -983608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -983612.437500 Penalty: 4556.889160
	Iteration 29Q: 3 clusters Score -983612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -983615.937500 Penalty: 4556.889160
	Iteration 30Q: 3 clusters Score -983615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -983620.687500 Penalty: 4556.889160
	Iteration 31Q: 3 clusters Score -983620.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -983623.937500 Penalty: 4556.889160
	Iteration 32Q: 3 clusters Score -983623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -983627.000000 Penalty: 4556.889160
	Iteration 33Q: 3 clusters Score -983627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -983631.375000 Penalty: 4556.889160
	Iteration 34Q: 3 clusters Score -983631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -983636.937500 Penalty: 4556.889160
	Iteration 35Q: 3 clusters Score -983636.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -983640.437500 Penalty: 4556.889160
	Iteration 36Q: 3 clusters Score -983640.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -983641.375000 Penalty: 4556.889160
	Iteration 37Q: 3 clusters Score -983641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -983642.375000 Penalty: 4556.889160
	Iteration 38Q: 3 clusters Score -983642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -983646.750000 Penalty: 4556.889160
	Iteration 39Q: 3 clusters Score -983646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -983647.750000 Penalty: 4556.889160
	Iteration 40F: 3 clusters Score -983647.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -983652.812500 Penalty: 4556.889160
	Iteration 41Q: 3 clusters Score -983652.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -983655.125000 Penalty: 4556.889160
	Iteration 42Q: 3 clusters Score -983655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -983661.500000 Penalty: 4556.889160
	Iteration 43Q: 3 clusters Score -983661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -983662.125000 Penalty: 4556.889160
	Iteration 44Q: 3 clusters Score -983662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -983662.750000 Penalty: 4556.889160
	Iteration 45Q: 3 clusters Score -983662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -983663.562500 Penalty: 4556.889160
	Iteration 46Q: 3 clusters Score -983663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -983663.625000 Penalty: 4556.889160
	Iteration 47Q: 3 clusters Score -983663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -983665.250000 Penalty: 4556.889160
	Iteration 48Q: 3 clusters Score -983665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -983664.625000 Penalty: 4556.889160
	Iteration 49Q: 3 clusters Score -983664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -983669.875000 Penalty: 4556.889160
	Iteration 50Q: 3 clusters Score -983669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -983670.687500 Penalty: 4556.889160
	Iteration 51Q: 3 clusters Score -983670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -983671.437500 Penalty: 4556.889160
	Iteration 52Q: 3 clusters Score -983671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -983673.812500 Penalty: 4556.889160
	Iteration 53Q: 3 clusters Score -983673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -983678.250000 Penalty: 4556.889160
	Iteration 54Q: 3 clusters Score -983678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -983678.687500 Penalty: 4556.889160
	Iteration 55Q: 3 clusters Score -983678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -983677.937500 Penalty: 4556.889160
	Iteration 56Q: 3 clusters Score -983677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -983678.375000 Penalty: 4556.889160
	Iteration 57Q: 3 clusters Score -983678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -983680.250000 Penalty: 4556.889160
	Iteration 58Q: 3 clusters Score -983680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -983680.875000 Penalty: 4556.889160
	Iteration 59Q: 3 clusters Score -983680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -983680.312500 Penalty: 4556.889160
	Iteration 60F: 3 clusters Score -983680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -983681.875000 Penalty: 4556.889160
	Iteration 61Q: 3 clusters Score -983681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -983682.625000 Penalty: 4556.889160
	Iteration 62Q: 3 clusters Score -983682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -983685.375000 Penalty: 4556.889160
	Iteration 63Q: 3 clusters Score -983685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -983687.062500 Penalty: 4556.889160
	Iteration 64Q: 3 clusters Score -983687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -983689.250000 Penalty: 4556.889160
	Iteration 65Q: 3 clusters Score -983689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -983687.687500 Penalty: 4556.889160
	Iteration 66Q: 3 clusters Score -983687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -983688.687500 Penalty: 4556.889160
	Iteration 67Q: 3 clusters Score -983688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -983688.812500 Penalty: 4556.889160
	Iteration 68Q: 3 clusters Score -983688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -983690.937500 Penalty: 4556.889160
	Iteration 69Q: 3 clusters Score -983690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -983692.687500 Penalty: 4556.889160
	Iteration 70Q: 3 clusters Score -983692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -983692.562500 Penalty: 4556.889160
	Iteration 71Q: 3 clusters Score -983692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -983695.875000 Penalty: 4556.889160
	Iteration 72Q: 3 clusters Score -983695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -983697.437500 Penalty: 4556.889160
	Iteration 73Q: 3 clusters Score -983697.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -983699.187500 Penalty: 4556.889160
	Iteration 74Q: 3 clusters Score -983699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -983700.750000 Penalty: 4556.889160
	Iteration 75Q: 3 clusters Score -983700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -983703.437500 Penalty: 4556.889160
	Iteration 76Q: 3 clusters Score -983703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -983702.500000 Penalty: 4556.889160
	Iteration 77Q: 3 clusters Score -983702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -983702.937500 Penalty: 4556.889160
	Iteration 78Q: 3 clusters Score -983702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -983703.312500 Penalty: 4556.889160
	Iteration 79Q: 3 clusters Score -983703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -983703.312500 Penalty: 4556.889160
	Iteration 80F: 3 clusters Score -983703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Entering Unmasked Estep 
Score: -7467518.500000 Penalty: 2775.804932
	Iteration 0F: 2 clusters Score -7467518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7418920.000000 Penalty: 5551.609863
	Iteration 0F: 3 clusters Score -7418920 nChanged 33985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -7437788.000000 Penalty: 5551.609863
	Iteration 1F: 3 clusters Score -7437788 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7438351.000000 Penalty: 5551.609863
	Iteration 2Q: 3 clusters Score -7438351 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -7438961.000000 Penalty: 5551.609863
	Iteration 3Q: 3 clusters Score -7438961 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -7439760.500000 Penalty: 5551.609863
	Iteration 4Q: 3 clusters Score -7439760 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -7441023.500000 Penalty: 5551.609863
	Iteration 5Q: 3 clusters Score -7441024 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -7442955.500000 Penalty: 5551.609863
	Iteration 6F: 3 clusters Score -7442956 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7446109.000000 Penalty: 5551.609863
	Iteration 7F: 3 clusters Score -7446109 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -7450545.000000 Penalty: 5551.609863
	Iteration 8F: 3 clusters Score -7450545 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -7455500.500000 Penalty: 5551.609863
	Iteration 9F: 3 clusters Score -7455500 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -7459450.000000 Penalty: 5551.609863
	Iteration 10F: 3 clusters Score -7459450 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7462192.500000 Penalty: 5551.609863
	Iteration 11Q: 3 clusters Score -7462192 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7463660.500000 Penalty: 5551.609863
	Iteration 12Q: 3 clusters Score -7463660 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7464368.000000 Penalty: 5551.609863
	Iteration 13Q: 3 clusters Score -7464368 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7464700.000000 Penalty: 5551.609863
	Iteration 14Q: 3 clusters Score -7464700 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7464898.500000 Penalty: 5551.609863
	Iteration 15Q: 3 clusters Score -7464898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7464991.000000 Penalty: 5551.609863
	Iteration 16Q: 3 clusters Score -7464991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7465027.500000 Penalty: 5551.609863
	Iteration 17Q: 3 clusters Score -7465028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7465051.000000 Penalty: 5551.609863
	Iteration 18Q: 3 clusters Score -7465051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7465067.500000 Penalty: 5551.609863
	Iteration 19Q: 3 clusters Score -7465068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7465085.500000 Penalty: 5551.609863
	Iteration 20F: 3 clusters Score -7465086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7465094.500000 Penalty: 5551.609863
	Iteration 21Q: 3 clusters Score -7465094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7465106.500000 Penalty: 5551.609863
	Iteration 22Q: 3 clusters Score -7465106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7465109.500000 Penalty: 5551.609863
	Iteration 23Q: 3 clusters Score -7465110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7465109.500000 Penalty: 5551.609863
	Iteration 24F: 3 clusters Score -7465110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -83201.921875 Penalty: 1691.093140
	Iteration 0F: 2 clusters Score -83201.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81332.710938 Penalty: 3382.186279
	Iteration 0F: 3 clusters Score -81332.71 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81727.156250 Penalty: 3382.186279
	Iteration 1F: 3 clusters Score -81727.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81931.226562 Penalty: 3382.186279
	Iteration 2F: 3 clusters Score -81931.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82043.476562 Penalty: 3382.186279
	Iteration 3Q: 3 clusters Score -82043.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82129.734375 Penalty: 3382.186279
	Iteration 4Q: 3 clusters Score -82129.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82201.898438 Penalty: 3382.186279
	Iteration 5Q: 3 clusters Score -82201.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82273.109375 Penalty: 3382.186279
	Iteration 6Q: 3 clusters Score -82273.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82326.601562 Penalty: 3382.186279
	Iteration 7Q: 3 clusters Score -82326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82387.726562 Penalty: 3382.186279
	Iteration 8Q: 3 clusters Score -82387.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82457.273438 Penalty: 3382.186279
	Iteration 9Q: 3 clusters Score -82457.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82512.562500 Penalty: 3382.186279
	Iteration 10Q: 3 clusters Score -82512.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82592.218750 Penalty: 3382.186279
	Iteration 11Q: 3 clusters Score -82592.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82766.023438 Penalty: 3382.186279
	Iteration 12Q: 3 clusters Score -82766.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82971.843750 Penalty: 3382.186279
	Iteration 13Q: 3 clusters Score -82971.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83085.757812 Penalty: 3382.186279
	Iteration 14Q: 3 clusters Score -83085.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83187.289062 Penalty: 3382.186279
	Iteration 15Q: 3 clusters Score -83187.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83270.257812 Penalty: 3382.186279
	Iteration 16Q: 3 clusters Score -83270.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83303.804688 Penalty: 3382.186279
	Iteration 17Q: 3 clusters Score -83303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83338.445312 Penalty: 3382.186279
	Iteration 18Q: 3 clusters Score -83338.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83382.562500 Penalty: 3382.186279
	Iteration 19Q: 3 clusters Score -83382.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83414.859375 Penalty: 3382.186279
	Iteration 20F: 3 clusters Score -83414.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83442.335938 Penalty: 3382.186279
	Iteration 21Q: 3 clusters Score -83442.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83461.859375 Penalty: 3382.186279
	Iteration 22Q: 3 clusters Score -83461.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83461.859375 Penalty: 3382.186279
	Iteration 23F: 3 clusters Score -83461.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 34699 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 72603 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 11490 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2735 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5964 members 
Mstep: Class 36 contains 9438 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6685 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19355 members 
Mstep: Class 42 contains 17253 members 
Mstep: Class 43 contains 28115 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1858 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8101 members 
Mstep: Class 48 contains 8472 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54498 members 
Mstep: Class 52 contains 210644 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71486 members 
Mstep: Class 56 contains 88322 members 
Mstep: Class 57 contains 18142 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4214 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26981 members 
Mstep: Class 62 contains 22202 members 
Mstep: Class 63 contains 527 members 
Mstep: Class 64 contains 350 members 
Entering Unmasked Estep 
Score: -96224128.000000 Penalty: 219213.828125
Splitting cluster 17 changes total score from -96225408.000000 to -96224128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -782251.562500 Penalty: 2218.151367
	Iteration 0F: 2 clusters Score -782251.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -776074.375000 Penalty: 4436.302734
	Iteration 0F: 3 clusters Score -776074.4 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -777697.437500 Penalty: 4436.302734
	Iteration 1F: 3 clusters Score -777697.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -778097.687500 Penalty: 4436.302734
	Iteration 2F: 3 clusters Score -778097.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -778463.125000 Penalty: 4436.302734
	Iteration 3F: 3 clusters Score -778463.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -778903.625000 Penalty: 4436.302734
	Iteration 4F: 3 clusters Score -778903.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -779395.687500 Penalty: 4436.302734
	Iteration 5F: 3 clusters Score -779395.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -779874.562500 Penalty: 4436.302734
	Iteration 6F: 3 clusters Score -779874.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -780175.875000 Penalty: 4436.302734
	Iteration 7F: 3 clusters Score -780175.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -780355.500000 Penalty: 4436.302734
	Iteration 8Q: 3 clusters Score -780355.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -780446.875000 Penalty: 4436.302734
	Iteration 9Q: 3 clusters Score -780446.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -780498.750000 Penalty: 4436.302734
	Iteration 10Q: 3 clusters Score -780498.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -780518.687500 Penalty: 4436.302734
	Iteration 11Q: 3 clusters Score -780518.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -780528.000000 Penalty: 4436.302734
	Iteration 12Q: 3 clusters Score -780528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -780536.312500 Penalty: 4436.302734
	Iteration 13Q: 3 clusters Score -780536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -780536.875000 Penalty: 4436.302734
	Iteration 14Q: 3 clusters Score -780536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -780539.312500 Penalty: 4436.302734
	Iteration 15Q: 3 clusters Score -780539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -780541.312500 Penalty: 4436.302734
	Iteration 16Q: 3 clusters Score -780541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -780542.125000 Penalty: 4436.302734
	Iteration 17Q: 3 clusters Score -780542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -780543.250000 Penalty: 4436.302734
	Iteration 18Q: 3 clusters Score -780543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -780542.750000 Penalty: 4436.302734
	Iteration 19Q: 3 clusters Score -780542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -780543.312500 Penalty: 4436.302734
	Iteration 20F: 3 clusters Score -780543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -780543.375000 Penalty: 4436.302734
	Iteration 21Q: 3 clusters Score -780543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -780543.625000 Penalty: 4436.302734
	Iteration 22Q: 3 clusters Score -780543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -780543.625000 Penalty: 4436.302734
	Iteration 23F: 3 clusters Score -780543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -772268.187500 Penalty: 2209.154785
	Iteration 0F: 2 clusters Score -772268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -766275.625000 Penalty: 4418.309570
	Iteration 0F: 3 clusters Score -766275.6 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -767745.250000 Penalty: 4418.309570
	Iteration 1F: 3 clusters Score -767745.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -767994.625000 Penalty: 4418.309570
	Iteration 2F: 3 clusters Score -767994.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -768144.312500 Penalty: 4418.309570
	Iteration 3Q: 3 clusters Score -768144.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -768250.937500 Penalty: 4418.309570
	Iteration 4Q: 3 clusters Score -768250.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -768328.312500 Penalty: 4418.309570
	Iteration 5Q: 3 clusters Score -768328.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -768383.125000 Penalty: 4418.309570
	Iteration 6Q: 3 clusters Score -768383.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -768431.812500 Penalty: 4418.309570
	Iteration 7Q: 3 clusters Score -768431.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -768485.437500 Penalty: 4418.309570
	Iteration 8Q: 3 clusters Score -768485.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -768545.312500 Penalty: 4418.309570
	Iteration 9Q: 3 clusters Score -768545.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -768605.875000 Penalty: 4418.309570
	Iteration 10Q: 3 clusters Score -768605.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -768662.562500 Penalty: 4418.309570
	Iteration 11Q: 3 clusters Score -768662.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -768719.625000 Penalty: 4418.309570
	Iteration 12Q: 3 clusters Score -768719.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -768780.687500 Penalty: 4418.309570
	Iteration 13Q: 3 clusters Score -768780.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -768854.375000 Penalty: 4418.309570
	Iteration 14Q: 3 clusters Score -768854.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -768919.687500 Penalty: 4418.309570
	Iteration 15Q: 3 clusters Score -768919.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -768994.187500 Penalty: 4418.309570
	Iteration 16Q: 3 clusters Score -768994.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -769088.125000 Penalty: 4418.309570
	Iteration 17Q: 3 clusters Score -769088.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -769205.937500 Penalty: 4418.309570
	Iteration 18Q: 3 clusters Score -769205.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -769333.500000 Penalty: 4418.309570
	Iteration 19Q: 3 clusters Score -769333.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -769484.625000 Penalty: 4418.309570
	Iteration 20F: 3 clusters Score -769484.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -769635.562500 Penalty: 4418.309570
	Iteration 21Q: 3 clusters Score -769635.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -769780.812500 Penalty: 4418.309570
	Iteration 22Q: 3 clusters Score -769780.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -769919.375000 Penalty: 4418.309570
	Iteration 23Q: 3 clusters Score -769919.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -770033.437500 Penalty: 4418.309570
	Iteration 24Q: 3 clusters Score -770033.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -770120.875000 Penalty: 4418.309570
	Iteration 25Q: 3 clusters Score -770120.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -770177.937500 Penalty: 4418.309570
	Iteration 26Q: 3 clusters Score -770177.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -770234.437500 Penalty: 4418.309570
	Iteration 27Q: 3 clusters Score -770234.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -770275.375000 Penalty: 4418.309570
	Iteration 28Q: 3 clusters Score -770275.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -770297.687500 Penalty: 4418.309570
	Iteration 29Q: 3 clusters Score -770297.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -770311.062500 Penalty: 4418.309570
	Iteration 30Q: 3 clusters Score -770311.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -770326.687500 Penalty: 4418.309570
	Iteration 31Q: 3 clusters Score -770326.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -770345.812500 Penalty: 4418.309570
	Iteration 32Q: 3 clusters Score -770345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -770367.500000 Penalty: 4418.309570
	Iteration 33Q: 3 clusters Score -770367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -770381.812500 Penalty: 4418.309570
	Iteration 34Q: 3 clusters Score -770381.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -770397.375000 Penalty: 4418.309570
	Iteration 35Q: 3 clusters Score -770397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -770403.062500 Penalty: 4418.309570
	Iteration 36Q: 3 clusters Score -770403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -770403.625000 Penalty: 4418.309570
	Iteration 37Q: 3 clusters Score -770403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -770405.250000 Penalty: 4418.309570
	Iteration 38Q: 3 clusters Score -770405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -770411.562500 Penalty: 4418.309570
	Iteration 39Q: 3 clusters Score -770411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -770415.625000 Penalty: 4418.309570
	Iteration 40F: 3 clusters Score -770415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -770416.750000 Penalty: 4418.309570
	Iteration 41Q: 3 clusters Score -770416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -770419.000000 Penalty: 4418.309570
	Iteration 42Q: 3 clusters Score -770419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -770423.000000 Penalty: 4418.309570
	Iteration 43Q: 3 clusters Score -770423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -770423.000000 Penalty: 4418.309570
	Iteration 44F: 3 clusters Score -770423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -433591.843750 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -433591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -429423.781250 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -429423.8 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430396.437500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -430396.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -430620.500000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -430620.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -430757.156250 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -430757.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -430853.125000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -430853.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -430916.250000 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -430916.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -430984.406250 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -430984.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -431029.593750 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -431029.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -431064.750000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -431064.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -431092.125000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -431092.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -431122.843750 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -431122.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -431152.156250 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -431152.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -431195.031250 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -431195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -431239.906250 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -431239.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -431297.968750 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -431298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -431355.906250 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -431355.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -431419.281250 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -431419.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -431496.093750 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -431496.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -431587.437500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -431587.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -431693.750000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -431693.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -431814.625000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -431814.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -431920.625000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -431920.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -432005.875000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -432005.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -432058.812500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -432058.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -432099.812500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -432099.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -432140.375000 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -432140.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -432175.531250 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -432175.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -432201.437500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -432201.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -432228.687500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -432228.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -432244.718750 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -432244.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -432260.125000 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -432260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -432276.031250 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -432276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -432287.562500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -432287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -432296.781250 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -432296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -432306.968750 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -432307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -432318.968750 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -432319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -432325.718750 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -432325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -432330.093750 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -432330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -432332.968750 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -432333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -432338.937500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -432338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -432347.593750 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -432347.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -432356.906250 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -432356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -432362.156250 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -432362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -432367.093750 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -432367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -432374.281250 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -432374.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -432386.968750 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -432387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -432395.937500 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -432395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -432406.750000 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -432406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -432414.968750 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -432415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -432420.531250 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -432420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -432425.218750 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -432425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -432430.718750 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -432430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -432433.156250 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -432433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -432433.343750 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -432433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -432433.843750 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -432433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -432435.687500 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -432435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -432438.437500 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -432438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -432440.562500 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -432440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -432443.437500 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -432443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -432443.687500 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -432443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -432445.343750 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -432445.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1183308.500000 Penalty: 2318.609619
	Iteration 0F: 2 clusters Score -1183308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1174713.750000 Penalty: 4637.219238
	Iteration 0F: 3 clusters Score -1174714 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1177309.500000 Penalty: 4637.219238
	Iteration 1F: 3 clusters Score -1177310 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1177782.875000 Penalty: 4637.219238
	Iteration 2F: 3 clusters Score -1177783 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1178277.500000 Penalty: 4637.219238
	Iteration 3F: 3 clusters Score -1178278 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1178948.250000 Penalty: 4637.219238
	Iteration 4F: 3 clusters Score -1178948 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1179694.875000 Penalty: 4637.219238
	Iteration 5F: 3 clusters Score -1179695 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1180344.500000 Penalty: 4637.219238
	Iteration 6F: 3 clusters Score -1180344 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1180800.000000 Penalty: 4637.219238
	Iteration 7F: 3 clusters Score -1180800 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1181091.875000 Penalty: 4637.219238
	Iteration 8Q: 3 clusters Score -1181092 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1181256.000000 Penalty: 4637.219238
	Iteration 9Q: 3 clusters Score -1181256 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1181346.875000 Penalty: 4637.219238
	Iteration 10Q: 3 clusters Score -1181347 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1181410.250000 Penalty: 4637.219238
	Iteration 11Q: 3 clusters Score -1181410 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1181463.125000 Penalty: 4637.219238
	Iteration 12Q: 3 clusters Score -1181463 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1181498.375000 Penalty: 4637.219238
	Iteration 13Q: 3 clusters Score -1181498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1181527.875000 Penalty: 4637.219238
	Iteration 14Q: 3 clusters Score -1181528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1181557.250000 Penalty: 4637.219238
	Iteration 15Q: 3 clusters Score -1181557 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1181580.500000 Penalty: 4637.219238
	Iteration 16Q: 3 clusters Score -1181580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1181609.125000 Penalty: 4637.219238
	Iteration 17Q: 3 clusters Score -1181609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1181630.875000 Penalty: 4637.219238
	Iteration 18Q: 3 clusters Score -1181631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1181654.375000 Penalty: 4637.219238
	Iteration 19Q: 3 clusters Score -1181654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1181678.125000 Penalty: 4637.219238
	Iteration 20F: 3 clusters Score -1181678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1181694.125000 Penalty: 4637.219238
	Iteration 21Q: 3 clusters Score -1181694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1181720.125000 Penalty: 4637.219238
	Iteration 22Q: 3 clusters Score -1181720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1181739.375000 Penalty: 4637.219238
	Iteration 23Q: 3 clusters Score -1181739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1181762.000000 Penalty: 4637.219238
	Iteration 24Q: 3 clusters Score -1181762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1181790.250000 Penalty: 4637.219238
	Iteration 25Q: 3 clusters Score -1181790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1181822.375000 Penalty: 4637.219238
	Iteration 26Q: 3 clusters Score -1181822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1181851.000000 Penalty: 4637.219238
	Iteration 27Q: 3 clusters Score -1181851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1181872.125000 Penalty: 4637.219238
	Iteration 28Q: 3 clusters Score -1181872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1181895.625000 Penalty: 4637.219238
	Iteration 29Q: 3 clusters Score -1181896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1181923.000000 Penalty: 4637.219238
	Iteration 30Q: 3 clusters Score -1181923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1181953.875000 Penalty: 4637.219238
	Iteration 31Q: 3 clusters Score -1181954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1181981.875000 Penalty: 4637.219238
	Iteration 32Q: 3 clusters Score -1181982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1182020.250000 Penalty: 4637.219238
	Iteration 33Q: 3 clusters Score -1182020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1182058.500000 Penalty: 4637.219238
	Iteration 34Q: 3 clusters Score -1182058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1182096.250000 Penalty: 4637.219238
	Iteration 35Q: 3 clusters Score -1182096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1182126.750000 Penalty: 4637.219238
	Iteration 36Q: 3 clusters Score -1182127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1182151.500000 Penalty: 4637.219238
	Iteration 37Q: 3 clusters Score -1182152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1182181.875000 Penalty: 4637.219238
	Iteration 38Q: 3 clusters Score -1182182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1182209.000000 Penalty: 4637.219238
	Iteration 39Q: 3 clusters Score -1182209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1182234.375000 Penalty: 4637.219238
	Iteration 40F: 3 clusters Score -1182234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1182254.375000 Penalty: 4637.219238
	Iteration 41Q: 3 clusters Score -1182254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1182269.125000 Penalty: 4637.219238
	Iteration 42Q: 3 clusters Score -1182269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1182288.875000 Penalty: 4637.219238
	Iteration 43Q: 3 clusters Score -1182289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1182302.750000 Penalty: 4637.219238
	Iteration 44Q: 3 clusters Score -1182303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1182314.125000 Penalty: 4637.219238
	Iteration 45Q: 3 clusters Score -1182314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1182328.875000 Penalty: 4637.219238
	Iteration 46Q: 3 clusters Score -1182329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1182338.000000 Penalty: 4637.219238
	Iteration 47Q: 3 clusters Score -1182338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1182345.500000 Penalty: 4637.219238
	Iteration 48Q: 3 clusters Score -1182346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1182353.000000 Penalty: 4637.219238
	Iteration 49Q: 3 clusters Score -1182353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1182364.500000 Penalty: 4637.219238
	Iteration 50Q: 3 clusters Score -1182364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1182376.250000 Penalty: 4637.219238
	Iteration 51Q: 3 clusters Score -1182376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1182382.625000 Penalty: 4637.219238
	Iteration 52Q: 3 clusters Score -1182383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1182394.625000 Penalty: 4637.219238
	Iteration 53Q: 3 clusters Score -1182395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1182400.500000 Penalty: 4637.219238
	Iteration 54Q: 3 clusters Score -1182400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1182409.625000 Penalty: 4637.219238
	Iteration 55Q: 3 clusters Score -1182410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1182418.000000 Penalty: 4637.219238
	Iteration 56Q: 3 clusters Score -1182418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1182421.250000 Penalty: 4637.219238
	Iteration 57Q: 3 clusters Score -1182421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1182429.125000 Penalty: 4637.219238
	Iteration 58Q: 3 clusters Score -1182429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1182437.625000 Penalty: 4637.219238
	Iteration 59Q: 3 clusters Score -1182438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1182439.875000 Penalty: 4637.219238
	Iteration 60F: 3 clusters Score -1182440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1182447.750000 Penalty: 4637.219238
	Iteration 61Q: 3 clusters Score -1182448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1182455.750000 Penalty: 4637.219238
	Iteration 62Q: 3 clusters Score -1182456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1182459.500000 Penalty: 4637.219238
	Iteration 63Q: 3 clusters Score -1182460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1182465.750000 Penalty: 4637.219238
	Iteration 64Q: 3 clusters Score -1182466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1182464.000000 Penalty: 4637.219238
	Iteration 65Q: 3 clusters Score -1182464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1182466.500000 Penalty: 4637.219238
	Iteration 66Q: 3 clusters Score -1182466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1182470.875000 Penalty: 4637.219238
	Iteration 67Q: 3 clusters Score -1182471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1182473.125000 Penalty: 4637.219238
	Iteration 68Q: 3 clusters Score -1182473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1182478.000000 Penalty: 4637.219238
	Iteration 69Q: 3 clusters Score -1182478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1182481.125000 Penalty: 4637.219238
	Iteration 70Q: 3 clusters Score -1182481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1182480.625000 Penalty: 4637.219238
	Iteration 71Q: 3 clusters Score -1182481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1182482.500000 Penalty: 4637.219238
	Iteration 72Q: 3 clusters Score -1182482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1182486.250000 Penalty: 4637.219238
	Iteration 73Q: 3 clusters Score -1182486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1182484.375000 Penalty: 4637.219238
	Iteration 74Q: 3 clusters Score -1182484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1182487.125000 Penalty: 4637.219238
	Iteration 75Q: 3 clusters Score -1182487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1182487.125000 Penalty: 4637.219238
	Iteration 76Q: 3 clusters Score -1182487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1182487.000000 Penalty: 4637.219238
	Iteration 77Q: 3 clusters Score -1182487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1182490.125000 Penalty: 4637.219238
	Iteration 78Q: 3 clusters Score -1182490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1182494.125000 Penalty: 4637.219238
	Iteration 79Q: 3 clusters Score -1182494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1182495.250000 Penalty: 4637.219238
	Iteration 80F: 3 clusters Score -1182495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1182496.500000 Penalty: 4637.219238
	Iteration 81Q: 3 clusters Score -1182496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1182494.875000 Penalty: 4637.219238
	Iteration 82Q: 3 clusters Score -1182495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1182494.625000 Penalty: 4637.219238
	Iteration 83Q: 3 clusters Score -1182495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1182497.750000 Penalty: 4637.219238
	Iteration 84Q: 3 clusters Score -1182498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1182497.875000 Penalty: 4637.219238
	Iteration 85Q: 3 clusters Score -1182498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1182494.750000 Penalty: 4637.219238
	Iteration 86Q: 3 clusters Score -1182495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1182497.250000 Penalty: 4637.219238
	Iteration 87Q: 3 clusters Score -1182497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1182499.000000 Penalty: 4637.219238
	Iteration 88Q: 3 clusters Score -1182499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1182501.750000 Penalty: 4637.219238
	Iteration 89Q: 3 clusters Score -1182502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1182501.750000 Penalty: 4637.219238
	Iteration 90Q: 3 clusters Score -1182502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1182502.750000 Penalty: 4637.219238
	Iteration 91Q: 3 clusters Score -1182503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1182501.625000 Penalty: 4637.219238
	Iteration 92Q: 3 clusters Score -1182502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1182504.375000 Penalty: 4637.219238
	Iteration 93Q: 3 clusters Score -1182504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1182505.250000 Penalty: 4637.219238
	Iteration 94Q: 3 clusters Score -1182505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1182505.375000 Penalty: 4637.219238
	Iteration 95Q: 3 clusters Score -1182505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1182506.875000 Penalty: 4637.219238
	Iteration 96Q: 3 clusters Score -1182507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1182506.125000 Penalty: 4637.219238
	Iteration 97Q: 3 clusters Score -1182506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1182504.875000 Penalty: 4637.219238
	Iteration 98Q: 3 clusters Score -1182505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1182506.000000 Penalty: 4637.219238
	Iteration 99Q: 3 clusters Score -1182506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1182505.875000 Penalty: 4637.219238
	Iteration 100F: 3 clusters Score -1182506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1182503.750000 Penalty: 4637.219238
	Iteration 101Q: 3 clusters Score -1182504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1182506.125000 Penalty: 4637.219238
	Iteration 102Q: 3 clusters Score -1182506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1182506.625000 Penalty: 4637.219238
	Iteration 103Q: 3 clusters Score -1182507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1182508.000000 Penalty: 4637.219238
	Iteration 104Q: 3 clusters Score -1182508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1182507.750000 Penalty: 4637.219238
	Iteration 105Q: 3 clusters Score -1182508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1182510.500000 Penalty: 4637.219238
	Iteration 106Q: 3 clusters Score -1182510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1182510.625000 Penalty: 4637.219238
	Iteration 107Q: 3 clusters Score -1182511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1182510.375000 Penalty: 4637.219238
	Iteration 108Q: 3 clusters Score -1182510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1182510.625000 Penalty: 4637.219238
	Iteration 109Q: 3 clusters Score -1182511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1182510.625000 Penalty: 4637.219238
	Iteration 110F: 3 clusters Score -1182511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -519784.875000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -519784.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -515040.187500 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -515040.2 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -516212.937500 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -516212.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -516404.281250 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -516404.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -516525.125000 Penalty: 4257.158691
	Iteration 3Q: 3 clusters Score -516525.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -516597.968750 Penalty: 4257.158691
	Iteration 4Q: 3 clusters Score -516598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -516660.906250 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -516660.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -516701.187500 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -516701.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -516730.093750 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -516730.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -516751.750000 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -516751.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -516765.968750 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -516766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -516775.156250 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -516775.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -516785.656250 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -516785.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -516794.406250 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -516794.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -516801.312500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -516801.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -516806.937500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -516806.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -516812.312500 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -516812.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -516821.937500 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -516821.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -516831.343750 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -516831.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -516841.375000 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -516841.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -516852.718750 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -516852.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -516865.093750 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -516865.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -516877.156250 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -516877.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -516890.250000 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -516890.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -516900.656250 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -516900.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -516910.093750 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -516910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -516920.218750 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -516920.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -516931.250000 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -516931.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -516939.843750 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -516939.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -516949.656250 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -516949.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -516964.656250 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -516964.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -516981.218750 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -516981.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -516998.281250 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -516998.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -517009.812500 Penalty: 4257.158691
	Iteration 32Q: 3 clusters Score -517009.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -517022.281250 Penalty: 4257.158691
	Iteration 33Q: 3 clusters Score -517022.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -517035.156250 Penalty: 4257.158691
	Iteration 34Q: 3 clusters Score -517035.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -517057.843750 Penalty: 4257.158691
	Iteration 35Q: 3 clusters Score -517057.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -517089.187500 Penalty: 4257.158691
	Iteration 36Q: 3 clusters Score -517089.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -517123.468750 Penalty: 4257.158691
	Iteration 37Q: 3 clusters Score -517123.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -517161.062500 Penalty: 4257.158691
	Iteration 38Q: 3 clusters Score -517161.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -517196.968750 Penalty: 4257.158691
	Iteration 39Q: 3 clusters Score -517197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -517237.562500 Penalty: 4257.158691
	Iteration 40F: 3 clusters Score -517237.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -517275.937500 Penalty: 4257.158691
	Iteration 41Q: 3 clusters Score -517275.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -517313.562500 Penalty: 4257.158691
	Iteration 42Q: 3 clusters Score -517313.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -517349.625000 Penalty: 4257.158691
	Iteration 43Q: 3 clusters Score -517349.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -517396.812500 Penalty: 4257.158691
	Iteration 44Q: 3 clusters Score -517396.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -517457.562500 Penalty: 4257.158691
	Iteration 45Q: 3 clusters Score -517457.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -517515.562500 Penalty: 4257.158691
	Iteration 46Q: 3 clusters Score -517515.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -517580.343750 Penalty: 4257.158691
	Iteration 47Q: 3 clusters Score -517580.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -517657.093750 Penalty: 4257.158691
	Iteration 48Q: 3 clusters Score -517657.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -517737.562500 Penalty: 4257.158691
	Iteration 49Q: 3 clusters Score -517737.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -517809.625000 Penalty: 4257.158691
	Iteration 50Q: 3 clusters Score -517809.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -517859.937500 Penalty: 4257.158691
	Iteration 51Q: 3 clusters Score -517859.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -517901.531250 Penalty: 4257.158691
	Iteration 52Q: 3 clusters Score -517901.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -517935.062500 Penalty: 4257.158691
	Iteration 53Q: 3 clusters Score -517935.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -517959.593750 Penalty: 4257.158691
	Iteration 54Q: 3 clusters Score -517959.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -517980.656250 Penalty: 4257.158691
	Iteration 55Q: 3 clusters Score -517980.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -517991.312500 Penalty: 4257.158691
	Iteration 56Q: 3 clusters Score -517991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -517998.343750 Penalty: 4257.158691
	Iteration 57Q: 3 clusters Score -517998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -518002.500000 Penalty: 4257.158691
	Iteration 58Q: 3 clusters Score -518002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -518008.750000 Penalty: 4257.158691
	Iteration 59Q: 3 clusters Score -518008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -518015.156250 Penalty: 4257.158691
	Iteration 60F: 3 clusters Score -518015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -518024.031250 Penalty: 4257.158691
	Iteration 61Q: 3 clusters Score -518024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -518026.593750 Penalty: 4257.158691
	Iteration 62Q: 3 clusters Score -518026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -518029.875000 Penalty: 4257.158691
	Iteration 63Q: 3 clusters Score -518029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -518030.656250 Penalty: 4257.158691
	Iteration 64Q: 3 clusters Score -518030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -518030.968750 Penalty: 4257.158691
	Iteration 65Q: 3 clusters Score -518031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -518032.875000 Penalty: 4257.158691
	Iteration 66Q: 3 clusters Score -518032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -518035.062500 Penalty: 4257.158691
	Iteration 67Q: 3 clusters Score -518035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -518036.437500 Penalty: 4257.158691
	Iteration 68Q: 3 clusters Score -518036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -518037.187500 Penalty: 4257.158691
	Iteration 69Q: 3 clusters Score -518037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -518038.875000 Penalty: 4257.158691
	Iteration 70Q: 3 clusters Score -518038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -518040.312500 Penalty: 4257.158691
	Iteration 71Q: 3 clusters Score -518040.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -518044.406250 Penalty: 4257.158691
	Iteration 72Q: 3 clusters Score -518044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -518048.093750 Penalty: 4257.158691
	Iteration 73Q: 3 clusters Score -518048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -518050.406250 Penalty: 4257.158691
	Iteration 74Q: 3 clusters Score -518050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -518050.906250 Penalty: 4257.158691
	Iteration 75Q: 3 clusters Score -518050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -518052.468750 Penalty: 4257.158691
	Iteration 76Q: 3 clusters Score -518052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -518053.187500 Penalty: 4257.158691
	Iteration 77Q: 3 clusters Score -518053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -518053.187500 Penalty: 4257.158691
	Iteration 78F: 3 clusters Score -518053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -565859.562500 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -565859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -560458.437500 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -560458.4 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -562187.250000 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -562187.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -562604.437500 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -562604.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -562945.687500 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -562945.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -563228.562500 Penalty: 4358.385254
	Iteration 4F: 3 clusters Score -563228.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -563505.250000 Penalty: 4358.385254
	Iteration 5F: 3 clusters Score -563505.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -563821.875000 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -563821.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -564150.625000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -564150.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -564418.937500 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -564418.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -564607.687500 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -564607.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -564731.312500 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -564731.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -564833.875000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -564833.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -564917.125000 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -564917.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -564974.125000 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -564974.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -565007.750000 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -565007.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -565023.937500 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -565023.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -565035.250000 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -565035.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -565044.875000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -565044.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -565050.750000 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -565050.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -565055.500000 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -565055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -565061.187500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -565061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -565064.750000 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -565064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -565069.375000 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -565069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -565071.812500 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -565071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -565078.812500 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -565078.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -565081.812500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -565081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -565084.625000 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -565084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -565087.750000 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -565087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -565088.250000 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -565088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -565090.562500 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -565090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -565092.125000 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -565092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -565091.625000 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -565091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -565092.687500 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -565092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -565092.687500 Penalty: 4358.385254
	Iteration 33F: 3 clusters Score -565092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Entering Unmasked Estep 
Score: -904091.125000 Penalty: 2250.310791
	Iteration 0F: 2 clusters Score -904091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -897226.562500 Penalty: 4500.621582
	Iteration 0F: 3 clusters Score -897226.6 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -899165.375000 Penalty: 4500.621582
	Iteration 1F: 3 clusters Score -899165.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -899516.500000 Penalty: 4500.621582
	Iteration 2F: 3 clusters Score -899516.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -899840.062500 Penalty: 4500.621582
	Iteration 3F: 3 clusters Score -899840.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -900176.812500 Penalty: 4500.621582
	Iteration 4F: 3 clusters Score -900176.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -900510.187500 Penalty: 4500.621582
	Iteration 5F: 3 clusters Score -900510.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -900853.375000 Penalty: 4500.621582
	Iteration 6F: 3 clusters Score -900853.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -901204.500000 Penalty: 4500.621582
	Iteration 7F: 3 clusters Score -901204.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -901516.562500 Penalty: 4500.621582
	Iteration 8F: 3 clusters Score -901516.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -901748.125000 Penalty: 4500.621582
	Iteration 9Q: 3 clusters Score -901748.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -901904.500000 Penalty: 4500.621582
	Iteration 10Q: 3 clusters Score -901904.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -902029.312500 Penalty: 4500.621582
	Iteration 11Q: 3 clusters Score -902029.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -902111.437500 Penalty: 4500.621582
	Iteration 12Q: 3 clusters Score -902111.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -902166.062500 Penalty: 4500.621582
	Iteration 13Q: 3 clusters Score -902166.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -902202.812500 Penalty: 4500.621582
	Iteration 14Q: 3 clusters Score -902202.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -902235.187500 Penalty: 4500.621582
	Iteration 15Q: 3 clusters Score -902235.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -902265.500000 Penalty: 4500.621582
	Iteration 16Q: 3 clusters Score -902265.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -902290.375000 Penalty: 4500.621582
	Iteration 17Q: 3 clusters Score -902290.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -902304.750000 Penalty: 4500.621582
	Iteration 18Q: 3 clusters Score -902304.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -902313.437500 Penalty: 4500.621582
	Iteration 19Q: 3 clusters Score -902313.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -902322.687500 Penalty: 4500.621582
	Iteration 20F: 3 clusters Score -902322.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -902332.500000 Penalty: 4500.621582
	Iteration 21Q: 3 clusters Score -902332.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -902338.500000 Penalty: 4500.621582
	Iteration 22Q: 3 clusters Score -902338.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -902343.062500 Penalty: 4500.621582
	Iteration 23Q: 3 clusters Score -902343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -902344.687500 Penalty: 4500.621582
	Iteration 24Q: 3 clusters Score -902344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -902347.375000 Penalty: 4500.621582
	Iteration 25Q: 3 clusters Score -902347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -902349.000000 Penalty: 4500.621582
	Iteration 26Q: 3 clusters Score -902349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -902351.687500 Penalty: 4500.621582
	Iteration 27Q: 3 clusters Score -902351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -902350.500000 Penalty: 4500.621582
	Iteration 28Q: 3 clusters Score -902350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -902352.437500 Penalty: 4500.621582
	Iteration 29Q: 3 clusters Score -902352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -902352.000000 Penalty: 4500.621582
	Iteration 30Q: 3 clusters Score -902352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -902352.000000 Penalty: 4500.621582
	Iteration 31F: 3 clusters Score -902352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Entering Unmasked Estep 
Score: -701044.812500 Penalty: 2198.492188
	Iteration 0F: 2 clusters Score -701044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -695267.312500 Penalty: 4396.984375
	Iteration 0F: 3 clusters Score -695267.3 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -697010.125000 Penalty: 4396.984375
	Iteration 1F: 3 clusters Score -697010.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -697582.687500 Penalty: 4396.984375
	Iteration 2F: 3 clusters Score -697582.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -698216.312500 Penalty: 4396.984375
	Iteration 3F: 3 clusters Score -698216.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -698711.375000 Penalty: 4396.984375
	Iteration 4F: 3 clusters Score -698711.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -699061.375000 Penalty: 4396.984375
	Iteration 5F: 3 clusters Score -699061.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -699268.375000 Penalty: 4396.984375
	Iteration 6Q: 3 clusters Score -699268.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -699393.750000 Penalty: 4396.984375
	Iteration 7Q: 3 clusters Score -699393.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -699470.062500 Penalty: 4396.984375
	Iteration 8Q: 3 clusters Score -699470.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -699521.625000 Penalty: 4396.984375
	Iteration 9Q: 3 clusters Score -699521.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -699565.875000 Penalty: 4396.984375
	Iteration 10Q: 3 clusters Score -699565.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -699602.812500 Penalty: 4396.984375
	Iteration 11Q: 3 clusters Score -699602.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -699638.687500 Penalty: 4396.984375
	Iteration 12Q: 3 clusters Score -699638.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -699666.500000 Penalty: 4396.984375
	Iteration 13Q: 3 clusters Score -699666.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -699687.125000 Penalty: 4396.984375
	Iteration 14Q: 3 clusters Score -699687.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -699705.125000 Penalty: 4396.984375
	Iteration 15Q: 3 clusters Score -699705.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -699722.687500 Penalty: 4396.984375
	Iteration 16Q: 3 clusters Score -699722.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -699741.500000 Penalty: 4396.984375
	Iteration 17Q: 3 clusters Score -699741.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -699759.562500 Penalty: 4396.984375
	Iteration 18Q: 3 clusters Score -699759.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -699781.250000 Penalty: 4396.984375
	Iteration 19Q: 3 clusters Score -699781.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -699808.312500 Penalty: 4396.984375
	Iteration 20F: 3 clusters Score -699808.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -699851.562500 Penalty: 4396.984375
	Iteration 21Q: 3 clusters Score -699851.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -699908.250000 Penalty: 4396.984375
	Iteration 22Q: 3 clusters Score -699908.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -699975.625000 Penalty: 4396.984375
	Iteration 23Q: 3 clusters Score -699975.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -700062.937500 Penalty: 4396.984375
	Iteration 24Q: 3 clusters Score -700062.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -700138.687500 Penalty: 4396.984375
	Iteration 25Q: 3 clusters Score -700138.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -700194.687500 Penalty: 4396.984375
	Iteration 26Q: 3 clusters Score -700194.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -700271.562500 Penalty: 4396.984375
	Iteration 27Q: 3 clusters Score -700271.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -700350.437500 Penalty: 4396.984375
	Iteration 28Q: 3 clusters Score -700350.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -700425.312500 Penalty: 4396.984375
	Iteration 29Q: 3 clusters Score -700425.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -700501.562500 Penalty: 4396.984375
	Iteration 30Q: 3 clusters Score -700501.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -700555.812500 Penalty: 4396.984375
	Iteration 31Q: 3 clusters Score -700555.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -700600.812500 Penalty: 4396.984375
	Iteration 32Q: 3 clusters Score -700600.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700629.125000 Penalty: 4396.984375
	Iteration 33Q: 3 clusters Score -700629.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700645.812500 Penalty: 4396.984375
	Iteration 34Q: 3 clusters Score -700645.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700660.500000 Penalty: 4396.984375
	Iteration 35Q: 3 clusters Score -700660.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -700669.687500 Penalty: 4396.984375
	Iteration 36Q: 3 clusters Score -700669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -700669.937500 Penalty: 4396.984375
	Iteration 37Q: 3 clusters Score -700669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -700673.312500 Penalty: 4396.984375
	Iteration 38Q: 3 clusters Score -700673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -700671.875000 Penalty: 4396.984375
	Iteration 39Q: 3 clusters Score -700671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -700673.000000 Penalty: 4396.984375
	Iteration 40F: 3 clusters Score -700673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -700673.062500 Penalty: 4396.984375
	Iteration 41Q: 3 clusters Score -700673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -700673.062500 Penalty: 4396.984375
	Iteration 42F: 3 clusters Score -700673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Entering Unmasked Estep 
Score: -1095263.375000 Penalty: 2310.581299
	Iteration 0F: 2 clusters Score -1095263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1086864.250000 Penalty: 4621.162598
	Iteration 0F: 3 clusters Score -1086864 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1089559.125000 Penalty: 4621.162598
	Iteration 1F: 3 clusters Score -1089559 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1090130.625000 Penalty: 4621.162598
	Iteration 2F: 3 clusters Score -1090131 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1090541.625000 Penalty: 4621.162598
	Iteration 3F: 3 clusters Score -1090542 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1090855.875000 Penalty: 4621.162598
	Iteration 4F: 3 clusters Score -1090856 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1091141.500000 Penalty: 4621.162598
	Iteration 5Q: 3 clusters Score -1091142 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1091446.375000 Penalty: 4621.162598
	Iteration 6Q: 3 clusters Score -1091446 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1091767.375000 Penalty: 4621.162598
	Iteration 7Q: 3 clusters Score -1091767 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1092190.250000 Penalty: 4621.162598
	Iteration 8Q: 3 clusters Score -1092190 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1092638.625000 Penalty: 4621.162598
	Iteration 9Q: 3 clusters Score -1092639 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1093009.875000 Penalty: 4621.162598
	Iteration 10Q: 3 clusters Score -1093010 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1093279.875000 Penalty: 4621.162598
	Iteration 11Q: 3 clusters Score -1093280 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1093475.625000 Penalty: 4621.162598
	Iteration 12Q: 3 clusters Score -1093476 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1093640.875000 Penalty: 4621.162598
	Iteration 13Q: 3 clusters Score -1093641 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1093798.000000 Penalty: 4621.162598
	Iteration 14Q: 3 clusters Score -1093798 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1093931.625000 Penalty: 4621.162598
	Iteration 15Q: 3 clusters Score -1093932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1094020.500000 Penalty: 4621.162598
	Iteration 16Q: 3 clusters Score -1094020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1094094.875000 Penalty: 4621.162598
	Iteration 17Q: 3 clusters Score -1094095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1094151.375000 Penalty: 4621.162598
	Iteration 18Q: 3 clusters Score -1094151 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1094206.375000 Penalty: 4621.162598
	Iteration 19Q: 3 clusters Score -1094206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1094260.375000 Penalty: 4621.162598
	Iteration 20F: 3 clusters Score -1094260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1094309.250000 Penalty: 4621.162598
	Iteration 21Q: 3 clusters Score -1094309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1094353.875000 Penalty: 4621.162598
	Iteration 22Q: 3 clusters Score -1094354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1094398.000000 Penalty: 4621.162598
	Iteration 23Q: 3 clusters Score -1094398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1094460.000000 Penalty: 4621.162598
	Iteration 24Q: 3 clusters Score -1094460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1094535.500000 Penalty: 4621.162598
	Iteration 25Q: 3 clusters Score -1094536 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1094622.500000 Penalty: 4621.162598
	Iteration 26Q: 3 clusters Score -1094622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1094692.125000 Penalty: 4621.162598
	Iteration 27Q: 3 clusters Score -1094692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1094744.375000 Penalty: 4621.162598
	Iteration 28Q: 3 clusters Score -1094744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1094779.750000 Penalty: 4621.162598
	Iteration 29Q: 3 clusters Score -1094780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1094811.625000 Penalty: 4621.162598
	Iteration 30Q: 3 clusters Score -1094812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1094839.875000 Penalty: 4621.162598
	Iteration 31Q: 3 clusters Score -1094840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1094871.250000 Penalty: 4621.162598
	Iteration 32Q: 3 clusters Score -1094871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1094904.875000 Penalty: 4621.162598
	Iteration 33Q: 3 clusters Score -1094905 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1094935.500000 Penalty: 4621.162598
	Iteration 34Q: 3 clusters Score -1094936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1094958.375000 Penalty: 4621.162598
	Iteration 35Q: 3 clusters Score -1094958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1094973.000000 Penalty: 4621.162598
	Iteration 36Q: 3 clusters Score -1094973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1094992.125000 Penalty: 4621.162598
	Iteration 37Q: 3 clusters Score -1094992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1095012.125000 Penalty: 4621.162598
	Iteration 38Q: 3 clusters Score -1095012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1095029.625000 Penalty: 4621.162598
	Iteration 39Q: 3 clusters Score -1095030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1095047.375000 Penalty: 4621.162598
	Iteration 40F: 3 clusters Score -1095047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1095060.000000 Penalty: 4621.162598
	Iteration 41Q: 3 clusters Score -1095060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1095071.875000 Penalty: 4621.162598
	Iteration 42Q: 3 clusters Score -1095072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1095087.125000 Penalty: 4621.162598
	Iteration 43Q: 3 clusters Score -1095087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1095099.125000 Penalty: 4621.162598
	Iteration 44Q: 3 clusters Score -1095099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1095108.750000 Penalty: 4621.162598
	Iteration 45Q: 3 clusters Score -1095109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1095114.500000 Penalty: 4621.162598
	Iteration 46Q: 3 clusters Score -1095114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1095121.375000 Penalty: 4621.162598
	Iteration 47Q: 3 clusters Score -1095121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1095124.625000 Penalty: 4621.162598
	Iteration 48Q: 3 clusters Score -1095125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1095132.750000 Penalty: 4621.162598
	Iteration 49Q: 3 clusters Score -1095133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1095136.250000 Penalty: 4621.162598
	Iteration 50Q: 3 clusters Score -1095136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1095135.625000 Penalty: 4621.162598
	Iteration 51Q: 3 clusters Score -1095136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1095140.625000 Penalty: 4621.162598
	Iteration 52Q: 3 clusters Score -1095141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1095142.250000 Penalty: 4621.162598
	Iteration 53Q: 3 clusters Score -1095142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1095148.750000 Penalty: 4621.162598
	Iteration 54Q: 3 clusters Score -1095149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1095149.250000 Penalty: 4621.162598
	Iteration 55Q: 3 clusters Score -1095149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1095152.250000 Penalty: 4621.162598
	Iteration 56Q: 3 clusters Score -1095152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1095152.875000 Penalty: 4621.162598
	Iteration 57Q: 3 clusters Score -1095153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1095152.375000 Penalty: 4621.162598
	Iteration 58Q: 3 clusters Score -1095152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1095151.750000 Penalty: 4621.162598
	Iteration 59Q: 3 clusters Score -1095152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1095153.375000 Penalty: 4621.162598
	Iteration 60F: 3 clusters Score -1095153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1095155.500000 Penalty: 4621.162598
	Iteration 61Q: 3 clusters Score -1095156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1095155.000000 Penalty: 4621.162598
	Iteration 62Q: 3 clusters Score -1095155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1095157.500000 Penalty: 4621.162598
	Iteration 63Q: 3 clusters Score -1095158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1095159.125000 Penalty: 4621.162598
	Iteration 64Q: 3 clusters Score -1095159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1095156.625000 Penalty: 4621.162598
	Iteration 65Q: 3 clusters Score -1095157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1095157.875000 Penalty: 4621.162598
	Iteration 66Q: 3 clusters Score -1095158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1095156.750000 Penalty: 4621.162598
	Iteration 67Q: 3 clusters Score -1095157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1095158.000000 Penalty: 4621.162598
	Iteration 68Q: 3 clusters Score -1095158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1095158.500000 Penalty: 4621.162598
	Iteration 69Q: 3 clusters Score -1095158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1095157.750000 Penalty: 4621.162598
	Iteration 70Q: 3 clusters Score -1095158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1095157.875000 Penalty: 4621.162598
	Iteration 71Q: 3 clusters Score -1095158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1095157.125000 Penalty: 4621.162598
	Iteration 72Q: 3 clusters Score -1095157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1095158.250000 Penalty: 4621.162598
	Iteration 73Q: 3 clusters Score -1095158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1095158.250000 Penalty: 4621.162598
	Iteration 74F: 3 clusters Score -1095158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -690195.625000 Penalty: 2233.857422
	Iteration 0F: 2 clusters Score -690195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -683679.062500 Penalty: 4467.714844
	Iteration 0F: 3 clusters Score -683679.1 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -685584.500000 Penalty: 4467.714844
	Iteration 1F: 3 clusters Score -685584.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -686004.000000 Penalty: 4467.714844
	Iteration 2F: 3 clusters Score -686004 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -686437.625000 Penalty: 4467.714844
	Iteration 3F: 3 clusters Score -686437.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -686953.500000 Penalty: 4467.714844
	Iteration 4F: 3 clusters Score -686953.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -687394.875000 Penalty: 4467.714844
	Iteration 5F: 3 clusters Score -687394.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -687762.500000 Penalty: 4467.714844
	Iteration 6F: 3 clusters Score -687762.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -688042.125000 Penalty: 4467.714844
	Iteration 7Q: 3 clusters Score -688042.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -688274.125000 Penalty: 4467.714844
	Iteration 8Q: 3 clusters Score -688274.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -688466.000000 Penalty: 4467.714844
	Iteration 9Q: 3 clusters Score -688466 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -688641.250000 Penalty: 4467.714844
	Iteration 10Q: 3 clusters Score -688641.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -688780.750000 Penalty: 4467.714844
	Iteration 11Q: 3 clusters Score -688780.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -688869.875000 Penalty: 4467.714844
	Iteration 12Q: 3 clusters Score -688869.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -688930.500000 Penalty: 4467.714844
	Iteration 13Q: 3 clusters Score -688930.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -688982.312500 Penalty: 4467.714844
	Iteration 14Q: 3 clusters Score -688982.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -689024.875000 Penalty: 4467.714844
	Iteration 15Q: 3 clusters Score -689024.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -689065.375000 Penalty: 4467.714844
	Iteration 16Q: 3 clusters Score -689065.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -689107.187500 Penalty: 4467.714844
	Iteration 17Q: 3 clusters Score -689107.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -689160.125000 Penalty: 4467.714844
	Iteration 18Q: 3 clusters Score -689160.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -689218.812500 Penalty: 4467.714844
	Iteration 19Q: 3 clusters Score -689218.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -689274.187500 Penalty: 4467.714844
	Iteration 20F: 3 clusters Score -689274.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -689313.000000 Penalty: 4467.714844
	Iteration 21Q: 3 clusters Score -689313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -689347.000000 Penalty: 4467.714844
	Iteration 22Q: 3 clusters Score -689347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -689371.437500 Penalty: 4467.714844
	Iteration 23Q: 3 clusters Score -689371.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -689389.312500 Penalty: 4467.714844
	Iteration 24Q: 3 clusters Score -689389.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -689402.625000 Penalty: 4467.714844
	Iteration 25Q: 3 clusters Score -689402.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -689411.187500 Penalty: 4467.714844
	Iteration 26Q: 3 clusters Score -689411.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -689417.937500 Penalty: 4467.714844
	Iteration 27Q: 3 clusters Score -689417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -689426.000000 Penalty: 4467.714844
	Iteration 28Q: 3 clusters Score -689426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -689431.812500 Penalty: 4467.714844
	Iteration 29Q: 3 clusters Score -689431.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -689433.250000 Penalty: 4467.714844
	Iteration 30Q: 3 clusters Score -689433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -689438.687500 Penalty: 4467.714844
	Iteration 31Q: 3 clusters Score -689438.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -689439.562500 Penalty: 4467.714844
	Iteration 32Q: 3 clusters Score -689439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -689441.812500 Penalty: 4467.714844
	Iteration 33Q: 3 clusters Score -689441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -689442.437500 Penalty: 4467.714844
	Iteration 34Q: 3 clusters Score -689442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -689442.562500 Penalty: 4467.714844
	Iteration 35Q: 3 clusters Score -689442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -689445.312500 Penalty: 4467.714844
	Iteration 36Q: 3 clusters Score -689445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -689444.937500 Penalty: 4467.714844
	Iteration 37Q: 3 clusters Score -689444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -689446.625000 Penalty: 4467.714844
	Iteration 38Q: 3 clusters Score -689446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -689448.750000 Penalty: 4467.714844
	Iteration 39Q: 3 clusters Score -689448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -689448.500000 Penalty: 4467.714844
	Iteration 40F: 3 clusters Score -689448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -689448.187500 Penalty: 4467.714844
	Iteration 41Q: 3 clusters Score -689448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -689449.875000 Penalty: 4467.714844
	Iteration 42Q: 3 clusters Score -689449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -689449.687500 Penalty: 4467.714844
	Iteration 43Q: 3 clusters Score -689449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -689450.812500 Penalty: 4467.714844
	Iteration 44Q: 3 clusters Score -689450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -689450.812500 Penalty: 4467.714844
	Iteration 45F: 3 clusters Score -689450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -239165.187500 Penalty: 1932.502563
	Iteration 0F: 2 clusters Score -239165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -236304.234375 Penalty: 3865.005127
	Iteration 0F: 3 clusters Score -236304.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -236839.328125 Penalty: 3865.005127
	Iteration 1F: 3 clusters Score -236839.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -236992.812500 Penalty: 3865.005127
	Iteration 2F: 3 clusters Score -236992.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -237087.750000 Penalty: 3865.005127
	Iteration 3Q: 3 clusters Score -237087.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -237154.796875 Penalty: 3865.005127
	Iteration 4Q: 3 clusters Score -237154.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -237197.156250 Penalty: 3865.005127
	Iteration 5Q: 3 clusters Score -237197.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -237241.046875 Penalty: 3865.005127
	Iteration 6Q: 3 clusters Score -237241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -237285.859375 Penalty: 3865.005127
	Iteration 7Q: 3 clusters Score -237285.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -237332.281250 Penalty: 3865.005127
	Iteration 8Q: 3 clusters Score -237332.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -237386.828125 Penalty: 3865.005127
	Iteration 9Q: 3 clusters Score -237386.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -237442.406250 Penalty: 3865.005127
	Iteration 10Q: 3 clusters Score -237442.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -237494.265625 Penalty: 3865.005127
	Iteration 11Q: 3 clusters Score -237494.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -237566.015625 Penalty: 3865.005127
	Iteration 12Q: 3 clusters Score -237566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -237688.562500 Penalty: 3865.005127
	Iteration 13Q: 3 clusters Score -237688.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -237840.093750 Penalty: 3865.005127
	Iteration 14Q: 3 clusters Score -237840.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -237984.781250 Penalty: 3865.005127
	Iteration 15Q: 3 clusters Score -237984.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -238087.703125 Penalty: 3865.005127
	Iteration 16Q: 3 clusters Score -238087.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -238173.953125 Penalty: 3865.005127
	Iteration 17Q: 3 clusters Score -238174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -238260.640625 Penalty: 3865.005127
	Iteration 18Q: 3 clusters Score -238260.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -238338.203125 Penalty: 3865.005127
	Iteration 19Q: 3 clusters Score -238338.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238385.796875 Penalty: 3865.005127
	Iteration 20F: 3 clusters Score -238385.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -238413.953125 Penalty: 3865.005127
	Iteration 21Q: 3 clusters Score -238414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -238430.375000 Penalty: 3865.005127
	Iteration 22Q: 3 clusters Score -238430.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -238454.203125 Penalty: 3865.005127
	Iteration 23Q: 3 clusters Score -238454.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -238471.062500 Penalty: 3865.005127
	Iteration 24Q: 3 clusters Score -238471.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -238500.562500 Penalty: 3865.005127
	Iteration 25Q: 3 clusters Score -238500.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -238523.593750 Penalty: 3865.005127
	Iteration 26Q: 3 clusters Score -238523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -238544.171875 Penalty: 3865.005127
	Iteration 27Q: 3 clusters Score -238544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -238567.484375 Penalty: 3865.005127
	Iteration 28Q: 3 clusters Score -238567.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -238592.093750 Penalty: 3865.005127
	Iteration 29Q: 3 clusters Score -238592.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -238624.140625 Penalty: 3865.005127
	Iteration 30Q: 3 clusters Score -238624.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -238663.390625 Penalty: 3865.005127
	Iteration 31Q: 3 clusters Score -238663.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -238715.468750 Penalty: 3865.005127
	Iteration 32Q: 3 clusters Score -238715.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -238798.078125 Penalty: 3865.005127
	Iteration 33Q: 3 clusters Score -238798.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -238876.328125 Penalty: 3865.005127
	Iteration 34Q: 3 clusters Score -238876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -238946.171875 Penalty: 3865.005127
	Iteration 35Q: 3 clusters Score -238946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -238958.640625 Penalty: 3865.005127
	Iteration 36Q: 3 clusters Score -238958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -238959.468750 Penalty: 3865.005127
	Iteration 37Q: 3 clusters Score -238959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -238959.468750 Penalty: 3865.005127
	Iteration 38F: 3 clusters Score -238959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -288767.093750 Penalty: 1989.922241
	Iteration 0F: 2 clusters Score -288767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -285463.125000 Penalty: 3979.844482
	Iteration 0F: 3 clusters Score -285463.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -286088.593750 Penalty: 3979.844482
	Iteration 1F: 3 clusters Score -286088.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -286226.843750 Penalty: 3979.844482
	Iteration 2F: 3 clusters Score -286226.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -286332.218750 Penalty: 3979.844482
	Iteration 3Q: 3 clusters Score -286332.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -286409.406250 Penalty: 3979.844482
	Iteration 4Q: 3 clusters Score -286409.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -286465.687500 Penalty: 3979.844482
	Iteration 5Q: 3 clusters Score -286465.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -286509.906250 Penalty: 3979.844482
	Iteration 6Q: 3 clusters Score -286509.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -286545.937500 Penalty: 3979.844482
	Iteration 7Q: 3 clusters Score -286545.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -286575.406250 Penalty: 3979.844482
	Iteration 8Q: 3 clusters Score -286575.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -286604.937500 Penalty: 3979.844482
	Iteration 9Q: 3 clusters Score -286604.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -286632.781250 Penalty: 3979.844482
	Iteration 10Q: 3 clusters Score -286632.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286663.500000 Penalty: 3979.844482
	Iteration 11Q: 3 clusters Score -286663.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -286704.531250 Penalty: 3979.844482
	Iteration 12Q: 3 clusters Score -286704.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -286743.406250 Penalty: 3979.844482
	Iteration 13Q: 3 clusters Score -286743.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -286801.375000 Penalty: 3979.844482
	Iteration 14Q: 3 clusters Score -286801.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -286868.250000 Penalty: 3979.844482
	Iteration 15Q: 3 clusters Score -286868.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -286939.031250 Penalty: 3979.844482
	Iteration 16Q: 3 clusters Score -286939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287032.218750 Penalty: 3979.844482
	Iteration 17Q: 3 clusters Score -287032.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -287105.718750 Penalty: 3979.844482
	Iteration 18Q: 3 clusters Score -287105.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -287154.843750 Penalty: 3979.844482
	Iteration 19Q: 3 clusters Score -287154.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -287187.312500 Penalty: 3979.844482
	Iteration 20F: 3 clusters Score -287187.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -287213.625000 Penalty: 3979.844482
	Iteration 21Q: 3 clusters Score -287213.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -287245.875000 Penalty: 3979.844482
	Iteration 22Q: 3 clusters Score -287245.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -287269.562500 Penalty: 3979.844482
	Iteration 23Q: 3 clusters Score -287269.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -287286.000000 Penalty: 3979.844482
	Iteration 24Q: 3 clusters Score -287286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -287303.062500 Penalty: 3979.844482
	Iteration 25Q: 3 clusters Score -287303.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -287315.968750 Penalty: 3979.844482
	Iteration 26Q: 3 clusters Score -287316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -287327.125000 Penalty: 3979.844482
	Iteration 27Q: 3 clusters Score -287327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -287333.125000 Penalty: 3979.844482
	Iteration 28Q: 3 clusters Score -287333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -287339.375000 Penalty: 3979.844482
	Iteration 29Q: 3 clusters Score -287339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -287346.125000 Penalty: 3979.844482
	Iteration 30Q: 3 clusters Score -287346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -287351.812500 Penalty: 3979.844482
	Iteration 31Q: 3 clusters Score -287351.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -287356.750000 Penalty: 3979.844482
	Iteration 32Q: 3 clusters Score -287356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -287361.031250 Penalty: 3979.844482
	Iteration 33Q: 3 clusters Score -287361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -287366.531250 Penalty: 3979.844482
	Iteration 34Q: 3 clusters Score -287366.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -287371.343750 Penalty: 3979.844482
	Iteration 35Q: 3 clusters Score -287371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -287373.625000 Penalty: 3979.844482
	Iteration 36Q: 3 clusters Score -287373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -287374.843750 Penalty: 3979.844482
	Iteration 37Q: 3 clusters Score -287374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -287376.531250 Penalty: 3979.844482
	Iteration 38Q: 3 clusters Score -287376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -287378.031250 Penalty: 3979.844482
	Iteration 39Q: 3 clusters Score -287378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -287378.031250 Penalty: 3979.844482
	Iteration 40F: 3 clusters Score -287378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -258824.640625 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -258824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -255766.921875 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -255766.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -256390.031250 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -256390 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -256550.000000 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -256550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -256641.656250 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -256641.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -256731.281250 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -256731.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -256824.812500 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -256824.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -256923.375000 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -256923.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256992.375000 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -256992.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -257051.937500 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -257051.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257125.281250 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -257125.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -257190.656250 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -257190.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257242.734375 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -257242.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257286.500000 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -257286.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -257341.875000 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -257341.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257385.750000 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -257385.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257419.656250 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -257419.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257454.437500 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -257454.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257485.421875 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -257485.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -257510.921875 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -257510.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257531.828125 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -257531.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257552.906250 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -257552.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -257577.671875 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -257577.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257595.843750 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -257595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257612.140625 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -257612.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257634.484375 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -257634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257651.218750 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -257651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257661.515625 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -257661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257670.578125 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -257670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257683.375000 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -257683.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257695.765625 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -257695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257699.468750 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -257699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257703.437500 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -257703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257706.234375 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -257706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257711.546875 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -257711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -257715.046875 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -257715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257719.953125 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -257720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -257727.203125 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -257727.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257734.828125 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -257734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257736.234375 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -257736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257739.031250 Penalty: 3925.287842
	Iteration 39Q: 3 clusters Score -257739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -257739.875000 Penalty: 3925.287842
	Iteration 40F: 3 clusters Score -257739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257741.515625 Penalty: 3925.287842
	Iteration 41Q: 3 clusters Score -257741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -257741.890625 Penalty: 3925.287842
	Iteration 42Q: 3 clusters Score -257741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -257742.796875 Penalty: 3925.287842
	Iteration 43Q: 3 clusters Score -257742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -257742.796875 Penalty: 3925.287842
	Iteration 44F: 3 clusters Score -257742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -281037.718750 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -281037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -277854.375000 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -277854.4 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278458.718750 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -278458.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -278615.031250 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -278615 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -278716.093750 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -278716.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -278778.937500 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -278778.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -278823.593750 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -278823.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -278860.312500 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -278860.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -278883.125000 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -278883.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -278900.187500 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -278900.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -278915.062500 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -278915.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -278928.656250 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -278928.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278939.468750 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -278939.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -278953.093750 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -278953.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278967.343750 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -278967.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -278973.562500 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -278973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -278978.468750 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -278978.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -278982.312500 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -278982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -278988.250000 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -278988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -278992.687500 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -278992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -278996.000000 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -278996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -278997.250000 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -278997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -278998.187500 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -278998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279001.843750 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -279001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279005.812500 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -279005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279008.093750 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -279008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -279012.562500 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -279012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279019.968750 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -279020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -279027.312500 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -279027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -279032.218750 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -279032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279035.593750 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -279035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -279037.937500 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -279037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -279039.000000 Penalty: 3937.822754
	Iteration 31Q: 3 clusters Score -279039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -279041.718750 Penalty: 3937.822754
	Iteration 32Q: 3 clusters Score -279041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -279043.812500 Penalty: 3937.822754
	Iteration 33Q: 3 clusters Score -279043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -279045.250000 Penalty: 3937.822754
	Iteration 34Q: 3 clusters Score -279045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279045.000000 Penalty: 3937.822754
	Iteration 35Q: 3 clusters Score -279045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -279046.093750 Penalty: 3937.822754
	Iteration 36Q: 3 clusters Score -279046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279046.312500 Penalty: 3937.822754
	Iteration 37Q: 3 clusters Score -279046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279047.468750 Penalty: 3937.822754
	Iteration 38Q: 3 clusters Score -279047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279047.750000 Penalty: 3937.822754
	Iteration 39Q: 3 clusters Score -279047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279048.281250 Penalty: 3937.822754
	Iteration 40F: 3 clusters Score -279048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279048.468750 Penalty: 3937.822754
	Iteration 41Q: 3 clusters Score -279048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279049.156250 Penalty: 3937.822754
	Iteration 42Q: 3 clusters Score -279049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -279049.500000 Penalty: 3937.822754
	Iteration 43Q: 3 clusters Score -279049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -279049.500000 Penalty: 3937.822754
	Iteration 44F: 3 clusters Score -279049.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27547.722656 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -27547.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26248.732422 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -26248.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26367.404297 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -26367.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26450.058594 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -26450.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26503.859375 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -26503.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26542.119141 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -26542.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26559.312500 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -26559.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26610.599609 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -26610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26677.943359 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -26677.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26785.158203 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -26785.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26838.164062 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -26838.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26874.433594 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -26874.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26880.732422 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -26880.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26886.751953 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -26886.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26902.253906 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -26902.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26906.482422 Penalty: 2899.833740
	Iteration 14Q: 3 clusters Score -26906.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26906.482422 Penalty: 2899.833740
	Iteration 15F: 3 clusters Score -26906.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -377495.000000 Penalty: 2042.894897
	Iteration 0F: 2 clusters Score -377495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -373722.562500 Penalty: 4085.789795
	Iteration 0F: 3 clusters Score -373722.6 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -374514.906250 Penalty: 4085.789795
	Iteration 1F: 3 clusters Score -374514.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -374725.406250 Penalty: 4085.789795
	Iteration 2F: 3 clusters Score -374725.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -374906.000000 Penalty: 4085.789795
	Iteration 3F: 3 clusters Score -374906 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -375056.125000 Penalty: 4085.789795
	Iteration 4Q: 3 clusters Score -375056.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -375206.031250 Penalty: 4085.789795
	Iteration 5Q: 3 clusters Score -375206 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -375344.812500 Penalty: 4085.789795
	Iteration 6Q: 3 clusters Score -375344.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -375471.468750 Penalty: 4085.789795
	Iteration 7Q: 3 clusters Score -375471.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -375576.312500 Penalty: 4085.789795
	Iteration 8Q: 3 clusters Score -375576.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -375672.312500 Penalty: 4085.789795
	Iteration 9Q: 3 clusters Score -375672.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -375758.218750 Penalty: 4085.789795
	Iteration 10Q: 3 clusters Score -375758.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -375836.812500 Penalty: 4085.789795
	Iteration 11Q: 3 clusters Score -375836.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -375897.906250 Penalty: 4085.789795
	Iteration 12Q: 3 clusters Score -375897.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -375934.625000 Penalty: 4085.789795
	Iteration 13Q: 3 clusters Score -375934.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -375965.093750 Penalty: 4085.789795
	Iteration 14Q: 3 clusters Score -375965.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -375984.468750 Penalty: 4085.789795
	Iteration 15Q: 3 clusters Score -375984.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -376000.750000 Penalty: 4085.789795
	Iteration 16Q: 3 clusters Score -376000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -376007.562500 Penalty: 4085.789795
	Iteration 17Q: 3 clusters Score -376007.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -376017.312500 Penalty: 4085.789795
	Iteration 18Q: 3 clusters Score -376017.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -376025.781250 Penalty: 4085.789795
	Iteration 19Q: 3 clusters Score -376025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -376031.281250 Penalty: 4085.789795
	Iteration 20F: 3 clusters Score -376031.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -376036.531250 Penalty: 4085.789795
	Iteration 21Q: 3 clusters Score -376036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -376038.875000 Penalty: 4085.789795
	Iteration 22Q: 3 clusters Score -376038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -376042.531250 Penalty: 4085.789795
	Iteration 23Q: 3 clusters Score -376042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -376043.531250 Penalty: 4085.789795
	Iteration 24Q: 3 clusters Score -376043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -376045.781250 Penalty: 4085.789795
	Iteration 25Q: 3 clusters Score -376045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -376049.625000 Penalty: 4085.789795
	Iteration 26Q: 3 clusters Score -376049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -376052.125000 Penalty: 4085.789795
	Iteration 27Q: 3 clusters Score -376052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -376052.375000 Penalty: 4085.789795
	Iteration 28Q: 3 clusters Score -376052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -376052.375000 Penalty: 4085.789795
	Iteration 29Q: 3 clusters Score -376052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -376052.375000 Penalty: 4085.789795
	Iteration 30F: 3 clusters Score -376052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -300118.093750 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -300118.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -296787.500000 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -296787.5 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -297495.468750 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -297495.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -297695.250000 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -297695.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -297815.968750 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -297816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -297893.156250 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -297893.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -297955.343750 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -297955.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -298012.281250 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -298012.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -298071.125000 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -298071.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -298119.937500 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -298119.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -298157.500000 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -298157.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -298187.312500 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -298187.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -298220.125000 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -298220.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -298241.187500 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -298241.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -298261.406250 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -298261.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -298278.531250 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -298278.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -298289.406250 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -298289.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -298299.156250 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -298299.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -298309.531250 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -298309.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -298318.437500 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -298318.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -298329.531250 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -298329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -298338.218750 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -298338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -298349.218750 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -298349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -298358.968750 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -298359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -298367.843750 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -298367.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -298376.468750 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -298376.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -298382.437500 Penalty: 3999.747803
	Iteration 25Q: 3 clusters Score -298382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -298387.468750 Penalty: 3999.747803
	Iteration 26Q: 3 clusters Score -298387.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -298394.562500 Penalty: 3999.747803
	Iteration 27Q: 3 clusters Score -298394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -298401.718750 Penalty: 3999.747803
	Iteration 28Q: 3 clusters Score -298401.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -298408.281250 Penalty: 3999.747803
	Iteration 29Q: 3 clusters Score -298408.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -298412.156250 Penalty: 3999.747803
	Iteration 30Q: 3 clusters Score -298412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -298413.468750 Penalty: 3999.747803
	Iteration 31Q: 3 clusters Score -298413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -298415.750000 Penalty: 3999.747803
	Iteration 32Q: 3 clusters Score -298415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -298417.875000 Penalty: 3999.747803
	Iteration 33Q: 3 clusters Score -298417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -298420.343750 Penalty: 3999.747803
	Iteration 34Q: 3 clusters Score -298420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -298422.218750 Penalty: 3999.747803
	Iteration 35Q: 3 clusters Score -298422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -298423.843750 Penalty: 3999.747803
	Iteration 36Q: 3 clusters Score -298423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -298423.937500 Penalty: 3999.747803
	Iteration 37Q: 3 clusters Score -298423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -298424.218750 Penalty: 3999.747803
	Iteration 38Q: 3 clusters Score -298424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -298426.000000 Penalty: 3999.747803
	Iteration 39Q: 3 clusters Score -298426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -298426.406250 Penalty: 3999.747803
	Iteration 40F: 3 clusters Score -298426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -298427.000000 Penalty: 3999.747803
	Iteration 41Q: 3 clusters Score -298427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -298428.406250 Penalty: 3999.747803
	Iteration 42Q: 3 clusters Score -298428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -298429.812500 Penalty: 3999.747803
	Iteration 43Q: 3 clusters Score -298429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -298431.156250 Penalty: 3999.747803
	Iteration 44Q: 3 clusters Score -298431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -298433.125000 Penalty: 3999.747803
	Iteration 45Q: 3 clusters Score -298433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -298433.906250 Penalty: 3999.747803
	Iteration 46Q: 3 clusters Score -298433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -298434.406250 Penalty: 3999.747803
	Iteration 47Q: 3 clusters Score -298434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -298436.468750 Penalty: 3999.747803
	Iteration 48Q: 3 clusters Score -298436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -298437.281250 Penalty: 3999.747803
	Iteration 49Q: 3 clusters Score -298437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -298438.843750 Penalty: 3999.747803
	Iteration 50Q: 3 clusters Score -298438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -298438.843750 Penalty: 3999.747803
	Iteration 51F: 3 clusters Score -298438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -592526.062500 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -592526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -587469.250000 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -587469.2 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -588714.625000 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -588714.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -588927.250000 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -588927.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -589053.437500 Penalty: 4311.974609
	Iteration 3Q: 3 clusters Score -589053.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -589134.687500 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -589134.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -589192.500000 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -589192.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -589254.437500 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -589254.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -589319.937500 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -589319.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -589397.000000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -589397 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -589475.875000 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -589475.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -589546.312500 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -589546.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -589627.187500 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -589627.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -589718.812500 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -589718.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -589815.812500 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -589815.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -589921.625000 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -589921.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -590032.000000 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -590032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -590123.062500 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -590123.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -590199.187500 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -590199.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -590263.562500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -590263.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -590322.562500 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -590322.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -590366.562500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -590366.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -590409.500000 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -590409.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -590442.437500 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -590442.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -590465.500000 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -590465.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -590487.000000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -590487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -590511.312500 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -590511.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -590536.062500 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -590536.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -590557.937500 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -590557.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -590577.062500 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -590577.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -590600.937500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -590600.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -590619.750000 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -590619.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -590634.125000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -590634.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -590652.812500 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -590652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -590666.937500 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -590666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -590679.187500 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -590679.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -590689.875000 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -590689.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -590701.562500 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -590701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -590703.812500 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -590703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -590705.687500 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -590705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -590707.125000 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -590707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -590708.250000 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -590708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -756002.875000 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -756002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -748761.687500 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -748761.7 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -751255.562500 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -751255.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -751803.000000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -751803 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -752232.625000 Penalty: 4539.639648
	Iteration 3F: 3 clusters Score -752232.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -752643.937500 Penalty: 4539.639648
	Iteration 4F: 3 clusters Score -752643.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -753013.187500 Penalty: 4539.639648
	Iteration 5F: 3 clusters Score -753013.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -753351.562500 Penalty: 4539.639648
	Iteration 6Q: 3 clusters Score -753351.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -753619.875000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -753619.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -753823.687500 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -753823.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -753963.312500 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -753963.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -754074.000000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -754074 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -754170.500000 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -754170.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -754244.125000 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -754244.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -754298.500000 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -754298.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -754327.812500 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -754327.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -754362.250000 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -754362.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -754393.125000 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -754393.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -754416.750000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -754416.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -754433.125000 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -754433.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -754450.062500 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -754450.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -754462.125000 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -754462.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -754477.187500 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -754477.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -754491.125000 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -754491.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -754503.750000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -754503.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -754520.125000 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -754520.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -754535.312500 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -754535.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -754547.687500 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -754547.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -754564.437500 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -754564.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -754581.625000 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -754581.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -754596.937500 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -754596.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -754610.937500 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -754610.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -754617.937500 Penalty: 4539.639648
	Iteration 31Q: 3 clusters Score -754617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -754623.562500 Penalty: 4539.639648
	Iteration 32Q: 3 clusters Score -754623.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -754636.812500 Penalty: 4539.639648
	Iteration 33Q: 3 clusters Score -754636.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -754649.250000 Penalty: 4539.639648
	Iteration 34Q: 3 clusters Score -754649.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -754659.687500 Penalty: 4539.639648
	Iteration 35Q: 3 clusters Score -754659.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -754668.312500 Penalty: 4539.639648
	Iteration 36Q: 3 clusters Score -754668.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -754679.125000 Penalty: 4539.639648
	Iteration 37Q: 3 clusters Score -754679.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -754685.812500 Penalty: 4539.639648
	Iteration 38Q: 3 clusters Score -754685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -754692.875000 Penalty: 4539.639648
	Iteration 39Q: 3 clusters Score -754692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -754699.375000 Penalty: 4539.639648
	Iteration 40F: 3 clusters Score -754699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -754702.250000 Penalty: 4539.639648
	Iteration 41Q: 3 clusters Score -754702.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -754705.750000 Penalty: 4539.639648
	Iteration 42Q: 3 clusters Score -754705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -754707.562500 Penalty: 4539.639648
	Iteration 43Q: 3 clusters Score -754707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -754710.250000 Penalty: 4539.639648
	Iteration 44Q: 3 clusters Score -754710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -754710.687500 Penalty: 4539.639648
	Iteration 45Q: 3 clusters Score -754710.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -754713.250000 Penalty: 4539.639648
	Iteration 46Q: 3 clusters Score -754713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -754713.750000 Penalty: 4539.639648
	Iteration 47Q: 3 clusters Score -754713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -754715.562500 Penalty: 4539.639648
	Iteration 48Q: 3 clusters Score -754715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -754718.812500 Penalty: 4539.639648
	Iteration 49Q: 3 clusters Score -754718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -754720.687500 Penalty: 4539.639648
	Iteration 50Q: 3 clusters Score -754720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -754722.562500 Penalty: 4539.639648
	Iteration 51Q: 3 clusters Score -754722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -754723.687500 Penalty: 4539.639648
	Iteration 52Q: 3 clusters Score -754723.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -754725.375000 Penalty: 4539.639648
	Iteration 53Q: 3 clusters Score -754725.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -754728.000000 Penalty: 4539.639648
	Iteration 54Q: 3 clusters Score -754728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -754729.125000 Penalty: 4539.639648
	Iteration 55Q: 3 clusters Score -754729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -754728.687500 Penalty: 4539.639648
	Iteration 56Q: 3 clusters Score -754728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -754733.250000 Penalty: 4539.639648
	Iteration 57Q: 3 clusters Score -754733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -754734.750000 Penalty: 4539.639648
	Iteration 58Q: 3 clusters Score -754734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -754736.187500 Penalty: 4539.639648
	Iteration 59Q: 3 clusters Score -754736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -754740.062500 Penalty: 4539.639648
	Iteration 60F: 3 clusters Score -754740.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -754744.937500 Penalty: 4539.639648
	Iteration 61Q: 3 clusters Score -754744.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -754748.375000 Penalty: 4539.639648
	Iteration 62Q: 3 clusters Score -754748.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -754749.000000 Penalty: 4539.639648
	Iteration 63Q: 3 clusters Score -754749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -754753.500000 Penalty: 4539.639648
	Iteration 64Q: 3 clusters Score -754753.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -754755.750000 Penalty: 4539.639648
	Iteration 65Q: 3 clusters Score -754755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -754757.125000 Penalty: 4539.639648
	Iteration 66Q: 3 clusters Score -754757.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -754759.000000 Penalty: 4539.639648
	Iteration 67Q: 3 clusters Score -754759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -754764.625000 Penalty: 4539.639648
	Iteration 68Q: 3 clusters Score -754764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -754764.562500 Penalty: 4539.639648
	Iteration 69Q: 3 clusters Score -754764.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -754767.062500 Penalty: 4539.639648
	Iteration 70Q: 3 clusters Score -754767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -754769.437500 Penalty: 4539.639648
	Iteration 71Q: 3 clusters Score -754769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -754768.625000 Penalty: 4539.639648
	Iteration 72Q: 3 clusters Score -754768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -754769.937500 Penalty: 4539.639648
	Iteration 73Q: 3 clusters Score -754769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -754769.437500 Penalty: 4539.639648
	Iteration 74Q: 3 clusters Score -754769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -754769.062500 Penalty: 4539.639648
	Iteration 75Q: 3 clusters Score -754769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -754770.812500 Penalty: 4539.639648
	Iteration 76Q: 3 clusters Score -754770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -754770.562500 Penalty: 4539.639648
	Iteration 77Q: 3 clusters Score -754770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -754770.437500 Penalty: 4539.639648
	Iteration 78Q: 3 clusters Score -754770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -754770.562500 Penalty: 4539.639648
	Iteration 79Q: 3 clusters Score -754770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -754772.250000 Penalty: 4539.639648
	Iteration 80F: 3 clusters Score -754772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -754775.062500 Penalty: 4539.639648
	Iteration 81Q: 3 clusters Score -754775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -754776.750000 Penalty: 4539.639648
	Iteration 82Q: 3 clusters Score -754776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -754777.062500 Penalty: 4539.639648
	Iteration 83Q: 3 clusters Score -754777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -754780.937500 Penalty: 4539.639648
	Iteration 84Q: 3 clusters Score -754780.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -754784.500000 Penalty: 4539.639648
	Iteration 85Q: 3 clusters Score -754784.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -754792.437500 Penalty: 4539.639648
	Iteration 86Q: 3 clusters Score -754792.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -754796.937500 Penalty: 4539.639648
	Iteration 87Q: 3 clusters Score -754796.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -754798.500000 Penalty: 4539.639648
	Iteration 88Q: 3 clusters Score -754798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -754804.125000 Penalty: 4539.639648
	Iteration 89Q: 3 clusters Score -754804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -754810.437500 Penalty: 4539.639648
	Iteration 90Q: 3 clusters Score -754810.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -754820.500000 Penalty: 4539.639648
	Iteration 91Q: 3 clusters Score -754820.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -754828.250000 Penalty: 4539.639648
	Iteration 92Q: 3 clusters Score -754828.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -754839.250000 Penalty: 4539.639648
	Iteration 93Q: 3 clusters Score -754839.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -754852.750000 Penalty: 4539.639648
	Iteration 94Q: 3 clusters Score -754852.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -754866.750000 Penalty: 4539.639648
	Iteration 95Q: 3 clusters Score -754866.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -754890.375000 Penalty: 4539.639648
	Iteration 96Q: 3 clusters Score -754890.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -754916.500000 Penalty: 4539.639648
	Iteration 97Q: 3 clusters Score -754916.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -754935.937500 Penalty: 4539.639648
	Iteration 98Q: 3 clusters Score -754935.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -754956.312500 Penalty: 4539.639648
	Iteration 99Q: 3 clusters Score -754956.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -754973.500000 Penalty: 4539.639648
	Iteration 100F: 3 clusters Score -754973.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -754995.562500 Penalty: 4539.639648
	Iteration 101Q: 3 clusters Score -754995.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -755007.687500 Penalty: 4539.639648
	Iteration 102Q: 3 clusters Score -755007.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -755023.875000 Penalty: 4539.639648
	Iteration 103Q: 3 clusters Score -755023.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -755039.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -755054.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -755071.875000 Penalty: 4539.639648
	Iteration 106Q: 3 clusters Score -755071.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -755095.312500 Penalty: 4539.639648
	Iteration 107Q: 3 clusters Score -755095.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -755123.250000 Penalty: 4539.639648
	Iteration 108Q: 3 clusters Score -755123.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -755144.875000 Penalty: 4539.639648
	Iteration 109Q: 3 clusters Score -755144.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -755172.625000 Penalty: 4539.639648
	Iteration 110Q: 3 clusters Score -755172.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -755192.062500 Penalty: 4539.639648
	Iteration 111Q: 3 clusters Score -755192.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -755200.750000 Penalty: 4539.639648
	Iteration 112Q: 3 clusters Score -755200.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -755211.562500 Penalty: 4539.639648
	Iteration 113Q: 3 clusters Score -755211.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -755221.437500 Penalty: 4539.639648
	Iteration 114Q: 3 clusters Score -755221.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -755229.375000 Penalty: 4539.639648
	Iteration 115Q: 3 clusters Score -755229.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -755240.500000 Penalty: 4539.639648
	Iteration 116Q: 3 clusters Score -755240.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -755252.125000 Penalty: 4539.639648
	Iteration 117Q: 3 clusters Score -755252.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -755257.000000 Penalty: 4539.639648
	Iteration 118Q: 3 clusters Score -755257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -755257.312500 Penalty: 4539.639648
	Iteration 119Q: 3 clusters Score -755257.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -755260.437500 Penalty: 4539.639648
	Iteration 120F: 3 clusters Score -755260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -755261.687500 Penalty: 4539.639648
	Iteration 121Q: 3 clusters Score -755261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -755262.687500 Penalty: 4539.639648
	Iteration 122Q: 3 clusters Score -755262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -755264.000000 Penalty: 4539.639648
	Iteration 123Q: 3 clusters Score -755264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -755264.000000 Penalty: 4539.639648
	Iteration 124F: 3 clusters Score -755264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -494325.781250 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -494325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -489733.843750 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -489733.8 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -490975.843750 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -490975.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -491257.406250 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -491257.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -491441.125000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -491441.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -491602.375000 Penalty: 4238.128418
	Iteration 4Q: 3 clusters Score -491602.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -491798.906250 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -491798.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -492018.156250 Penalty: 4238.128418
	Iteration 6F: 3 clusters Score -492018.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -492255.156250 Penalty: 4238.128418
	Iteration 7F: 3 clusters Score -492255.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -492467.250000 Penalty: 4238.128418
	Iteration 8F: 3 clusters Score -492467.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -492619.000000 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -492619 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -492722.250000 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -492722.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -492804.593750 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -492804.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -492863.437500 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -492863.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -492914.406250 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -492914.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -492953.218750 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -492953.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -492994.062500 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -492994.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -493025.562500 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -493025.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -493051.875000 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -493051.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -493072.750000 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -493072.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -493085.406250 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -493085.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493098.062500 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -493098.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -493108.812500 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -493108.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493112.281250 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -493112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -493114.968750 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -493115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -493116.593750 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -493116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -493119.218750 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -493119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -493123.968750 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -493124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -493127.937500 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -493127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -493130.531250 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -493130.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -493132.968750 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -493133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -493140.968750 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -493141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -493144.281250 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -493144.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -493147.718750 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -493147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -493151.406250 Penalty: 4238.128418
	Iteration 33Q: 3 clusters Score -493151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -493151.562500 Penalty: 4238.128418
	Iteration 34Q: 3 clusters Score -493151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493154.656250 Penalty: 4238.128418
	Iteration 35Q: 3 clusters Score -493154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -493155.625000 Penalty: 4238.128418
	Iteration 36Q: 3 clusters Score -493155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493156.875000 Penalty: 4238.128418
	Iteration 37Q: 3 clusters Score -493156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -493156.843750 Penalty: 4238.128418
	Iteration 38Q: 3 clusters Score -493156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493157.281250 Penalty: 4238.128418
	Iteration 39Q: 3 clusters Score -493157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -493157.281250 Penalty: 4238.128418
	Iteration 40F: 3 clusters Score -493157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -632883.687500 Penalty: 2184.290283
	Iteration 0F: 2 clusters Score -632883.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -627324.125000 Penalty: 4368.580566
	Iteration 0F: 3 clusters Score -627324.1 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -628858.500000 Penalty: 4368.580566
	Iteration 1F: 3 clusters Score -628858.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -629249.875000 Penalty: 4368.580566
	Iteration 2F: 3 clusters Score -629249.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -629668.062500 Penalty: 4368.580566
	Iteration 3F: 3 clusters Score -629668.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -630121.000000 Penalty: 4368.580566
	Iteration 4F: 3 clusters Score -630121 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -630559.812500 Penalty: 4368.580566
	Iteration 5F: 3 clusters Score -630559.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -631010.437500 Penalty: 4368.580566
	Iteration 6F: 3 clusters Score -631010.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -631428.437500 Penalty: 4368.580566
	Iteration 7F: 3 clusters Score -631428.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -631767.750000 Penalty: 4368.580566
	Iteration 8F: 3 clusters Score -631767.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -632023.812500 Penalty: 4368.580566
	Iteration 9Q: 3 clusters Score -632023.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -632178.437500 Penalty: 4368.580566
	Iteration 10Q: 3 clusters Score -632178.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -632258.937500 Penalty: 4368.580566
	Iteration 11Q: 3 clusters Score -632258.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -632309.062500 Penalty: 4368.580566
	Iteration 12Q: 3 clusters Score -632309.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -632342.437500 Penalty: 4368.580566
	Iteration 13Q: 3 clusters Score -632342.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -632361.875000 Penalty: 4368.580566
	Iteration 14Q: 3 clusters Score -632361.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -632377.250000 Penalty: 4368.580566
	Iteration 15Q: 3 clusters Score -632377.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -632386.375000 Penalty: 4368.580566
	Iteration 16Q: 3 clusters Score -632386.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -632391.062500 Penalty: 4368.580566
	Iteration 17Q: 3 clusters Score -632391.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -632398.062500 Penalty: 4368.580566
	Iteration 18Q: 3 clusters Score -632398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -632401.312500 Penalty: 4368.580566
	Iteration 19Q: 3 clusters Score -632401.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -632405.000000 Penalty: 4368.580566
	Iteration 20F: 3 clusters Score -632405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -632409.937500 Penalty: 4368.580566
	Iteration 21Q: 3 clusters Score -632409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -632409.875000 Penalty: 4368.580566
	Iteration 22Q: 3 clusters Score -632409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -632411.125000 Penalty: 4368.580566
	Iteration 23Q: 3 clusters Score -632411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -632411.062500 Penalty: 4368.580566
	Iteration 24Q: 3 clusters Score -632411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -632412.812500 Penalty: 4368.580566
	Iteration 25Q: 3 clusters Score -632412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -632413.125000 Penalty: 4368.580566
	Iteration 26Q: 3 clusters Score -632413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -632413.437500 Penalty: 4368.580566
	Iteration 27Q: 3 clusters Score -632413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -632413.437500 Penalty: 4368.580566
	Iteration 28F: 3 clusters Score -632413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -948021.687500 Penalty: 2258.915283
	Iteration 0F: 2 clusters Score -948021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -941017.250000 Penalty: 4517.830566
	Iteration 0F: 3 clusters Score -941017.2 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -943220.312500 Penalty: 4517.830566
	Iteration 1F: 3 clusters Score -943220.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -943707.312500 Penalty: 4517.830566
	Iteration 2F: 3 clusters Score -943707.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -944203.250000 Penalty: 4517.830566
	Iteration 3F: 3 clusters Score -944203.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -944744.312500 Penalty: 4517.830566
	Iteration 4F: 3 clusters Score -944744.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -945185.500000 Penalty: 4517.830566
	Iteration 5F: 3 clusters Score -945185.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -945489.000000 Penalty: 4517.830566
	Iteration 6F: 3 clusters Score -945489 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -945688.875000 Penalty: 4517.830566
	Iteration 7Q: 3 clusters Score -945688.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -945803.437500 Penalty: 4517.830566
	Iteration 8Q: 3 clusters Score -945803.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -945875.062500 Penalty: 4517.830566
	Iteration 9Q: 3 clusters Score -945875.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -945919.500000 Penalty: 4517.830566
	Iteration 10Q: 3 clusters Score -945919.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -945952.312500 Penalty: 4517.830566
	Iteration 11Q: 3 clusters Score -945952.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -945975.375000 Penalty: 4517.830566
	Iteration 12Q: 3 clusters Score -945975.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -945995.750000 Penalty: 4517.830566
	Iteration 13Q: 3 clusters Score -945995.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -946015.062500 Penalty: 4517.830566
	Iteration 14Q: 3 clusters Score -946015.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -946031.187500 Penalty: 4517.830566
	Iteration 15Q: 3 clusters Score -946031.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -946039.937500 Penalty: 4517.830566
	Iteration 16Q: 3 clusters Score -946039.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -946051.250000 Penalty: 4517.830566
	Iteration 17Q: 3 clusters Score -946051.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -946060.500000 Penalty: 4517.830566
	Iteration 18Q: 3 clusters Score -946060.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -946076.750000 Penalty: 4517.830566
	Iteration 19Q: 3 clusters Score -946076.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -946088.062500 Penalty: 4517.830566
	Iteration 20F: 3 clusters Score -946088.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -946093.062500 Penalty: 4517.830566
	Iteration 21Q: 3 clusters Score -946093.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -946100.062500 Penalty: 4517.830566
	Iteration 22Q: 3 clusters Score -946100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -946104.937500 Penalty: 4517.830566
	Iteration 23Q: 3 clusters Score -946104.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -946108.437500 Penalty: 4517.830566
	Iteration 24Q: 3 clusters Score -946108.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -946112.937500 Penalty: 4517.830566
	Iteration 25Q: 3 clusters Score -946112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -946113.312500 Penalty: 4517.830566
	Iteration 26Q: 3 clusters Score -946113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -946113.875000 Penalty: 4517.830566
	Iteration 27Q: 3 clusters Score -946113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -946113.687500 Penalty: 4517.830566
	Iteration 28Q: 3 clusters Score -946113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -946115.875000 Penalty: 4517.830566
	Iteration 29Q: 3 clusters Score -946115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -946115.187500 Penalty: 4517.830566
	Iteration 30Q: 3 clusters Score -946115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -946114.500000 Penalty: 4517.830566
	Iteration 31Q: 3 clusters Score -946114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -946115.375000 Penalty: 4517.830566
	Iteration 32Q: 3 clusters Score -946115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -946117.250000 Penalty: 4517.830566
	Iteration 33Q: 3 clusters Score -946117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -946119.625000 Penalty: 4517.830566
	Iteration 34Q: 3 clusters Score -946119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -946122.250000 Penalty: 4517.830566
	Iteration 35Q: 3 clusters Score -946122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -946121.562500 Penalty: 4517.830566
	Iteration 36Q: 3 clusters Score -946121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -946124.125000 Penalty: 4517.830566
	Iteration 37Q: 3 clusters Score -946124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -946126.875000 Penalty: 4517.830566
	Iteration 38Q: 3 clusters Score -946126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -946127.125000 Penalty: 4517.830566
	Iteration 39Q: 3 clusters Score -946127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -946129.500000 Penalty: 4517.830566
	Iteration 40F: 3 clusters Score -946129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -946129.812500 Penalty: 4517.830566
	Iteration 41Q: 3 clusters Score -946129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -946129.250000 Penalty: 4517.830566
	Iteration 42Q: 3 clusters Score -946129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -946130.562500 Penalty: 4517.830566
	Iteration 43Q: 3 clusters Score -946130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -946130.375000 Penalty: 4517.830566
	Iteration 44Q: 3 clusters Score -946130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -946128.812500 Penalty: 4517.830566
	Iteration 45Q: 3 clusters Score -946128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -946129.937500 Penalty: 4517.830566
	Iteration 46Q: 3 clusters Score -946129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -946131.187500 Penalty: 4517.830566
	Iteration 47Q: 3 clusters Score -946131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -946131.500000 Penalty: 4517.830566
	Iteration 48Q: 3 clusters Score -946131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -946132.750000 Penalty: 4517.830566
	Iteration 49Q: 3 clusters Score -946132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -946132.687500 Penalty: 4517.830566
	Iteration 50Q: 3 clusters Score -946132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -946134.000000 Penalty: 4517.830566
	Iteration 51Q: 3 clusters Score -946134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -946134.000000 Penalty: 4517.830566
	Iteration 52F: 3 clusters Score -946134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -38914.394531 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -38914.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37479.007812 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -37479.01 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37774.152344 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -37774.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37861.335938 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -37861.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37894.187500 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -37894.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37918.347656 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -37918.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37970.785156 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -37970.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38022.171875 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -38022.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38108.890625 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -38108.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38249.203125 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -38249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38300.917969 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -38300.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38329.500000 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -38329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38340.242188 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -38340.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38345.628906 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -38345.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38354.390625 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -38354.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38368.925781 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -38368.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38375.148438 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -38375.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38380.046875 Penalty: 3043.240234
	Iteration 16Q: 3 clusters Score -38380.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38380.671875 Penalty: 3043.240234
	Iteration 17F: 3 clusters Score -38380.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38423.578125 Penalty: 3043.240234
	Iteration 18Q: 3 clusters Score -38423.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38477.835938 Penalty: 3043.240234
	Iteration 19Q: 3 clusters Score -38477.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38522.390625 Penalty: 3043.240234
	Iteration 20F: 3 clusters Score -38522.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38574.410156 Penalty: 3043.240234
	Iteration 21Q: 3 clusters Score -38574.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38587.468750 Penalty: 3043.240234
	Iteration 22Q: 3 clusters Score -38587.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38587.468750 Penalty: 3043.240234
	Iteration 23F: 3 clusters Score -38587.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Entering Unmasked Estep 
Score: -1955532.000000 Penalty: 2447.935059
	Iteration 0F: 2 clusters Score -1955532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1941913.250000 Penalty: 4895.870117
	Iteration 0F: 3 clusters Score -1941913 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1946550.250000 Penalty: 4895.870117
	Iteration 1F: 3 clusters Score -1946550 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1947150.000000 Penalty: 4895.870117
	Iteration 2F: 3 clusters Score -1947150 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1947878.250000 Penalty: 4895.870117
	Iteration 3F: 3 clusters Score -1947878 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1948801.375000 Penalty: 4895.870117
	Iteration 4F: 3 clusters Score -1948801 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1949810.750000 Penalty: 4895.870117
	Iteration 5F: 3 clusters Score -1949811 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1950602.250000 Penalty: 4895.870117
	Iteration 6F: 3 clusters Score -1950602 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1951168.750000 Penalty: 4895.870117
	Iteration 7F: 3 clusters Score -1951169 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1951566.625000 Penalty: 4895.870117
	Iteration 8Q: 3 clusters Score -1951567 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1951851.000000 Penalty: 4895.870117
	Iteration 9Q: 3 clusters Score -1951851 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1952123.500000 Penalty: 4895.870117
	Iteration 10Q: 3 clusters Score -1952124 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1952370.250000 Penalty: 4895.870117
	Iteration 11Q: 3 clusters Score -1952370 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1952640.250000 Penalty: 4895.870117
	Iteration 12Q: 3 clusters Score -1952640 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1952935.375000 Penalty: 4895.870117
	Iteration 13Q: 3 clusters Score -1952935 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1953218.500000 Penalty: 4895.870117
	Iteration 14Q: 3 clusters Score -1953218 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1953460.125000 Penalty: 4895.870117
	Iteration 15Q: 3 clusters Score -1953460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1953633.125000 Penalty: 4895.870117
	Iteration 16Q: 3 clusters Score -1953633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1953772.750000 Penalty: 4895.870117
	Iteration 17Q: 3 clusters Score -1953773 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1953882.000000 Penalty: 4895.870117
	Iteration 18Q: 3 clusters Score -1953882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1953968.125000 Penalty: 4895.870117
	Iteration 19Q: 3 clusters Score -1953968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1954013.500000 Penalty: 4895.870117
	Iteration 20F: 3 clusters Score -1954014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1954051.250000 Penalty: 4895.870117
	Iteration 21Q: 3 clusters Score -1954051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1954076.125000 Penalty: 4895.870117
	Iteration 22Q: 3 clusters Score -1954076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1954094.250000 Penalty: 4895.870117
	Iteration 23Q: 3 clusters Score -1954094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1954111.750000 Penalty: 4895.870117
	Iteration 24Q: 3 clusters Score -1954112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1954123.250000 Penalty: 4895.870117
	Iteration 25Q: 3 clusters Score -1954123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1954126.875000 Penalty: 4895.870117
	Iteration 26Q: 3 clusters Score -1954127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1954128.375000 Penalty: 4895.870117
	Iteration 27Q: 3 clusters Score -1954128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1954133.250000 Penalty: 4895.870117
	Iteration 28Q: 3 clusters Score -1954133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1954137.625000 Penalty: 4895.870117
	Iteration 29Q: 3 clusters Score -1954138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1954137.625000 Penalty: 4895.870117
	Iteration 30Q: 3 clusters Score -1954138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1954146.500000 Penalty: 4895.870117
	Iteration 31Q: 3 clusters Score -1954146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1954145.375000 Penalty: 4895.870117
	Iteration 32Q: 3 clusters Score -1954145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1954153.500000 Penalty: 4895.870117
	Iteration 33Q: 3 clusters Score -1954154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1954155.500000 Penalty: 4895.870117
	Iteration 34Q: 3 clusters Score -1954156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1954153.875000 Penalty: 4895.870117
	Iteration 35Q: 3 clusters Score -1954154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1954163.625000 Penalty: 4895.870117
	Iteration 36Q: 3 clusters Score -1954164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1954167.000000 Penalty: 4895.870117
	Iteration 37Q: 3 clusters Score -1954167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1954167.125000 Penalty: 4895.870117
	Iteration 38Q: 3 clusters Score -1954167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1954169.750000 Penalty: 4895.870117
	Iteration 39Q: 3 clusters Score -1954170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1954169.000000 Penalty: 4895.870117
	Iteration 40F: 3 clusters Score -1954169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1954172.250000 Penalty: 4895.870117
	Iteration 41Q: 3 clusters Score -1954172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1954172.125000 Penalty: 4895.870117
	Iteration 42Q: 3 clusters Score -1954172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1954175.375000 Penalty: 4895.870117
	Iteration 43Q: 3 clusters Score -1954175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1954172.500000 Penalty: 4895.870117
	Iteration 44Q: 3 clusters Score -1954172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1954171.875000 Penalty: 4895.870117
	Iteration 45Q: 3 clusters Score -1954172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1954171.000000 Penalty: 4895.870117
	Iteration 46Q: 3 clusters Score -1954171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1954172.000000 Penalty: 4895.870117
	Iteration 47Q: 3 clusters Score -1954172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1954172.750000 Penalty: 4895.870117
	Iteration 48Q: 3 clusters Score -1954173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1954174.000000 Penalty: 4895.870117
	Iteration 49Q: 3 clusters Score -1954174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1954174.750000 Penalty: 4895.870117
	Iteration 50Q: 3 clusters Score -1954175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1954179.125000 Penalty: 4895.870117
	Iteration 51Q: 3 clusters Score -1954179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1954179.000000 Penalty: 4895.870117
	Iteration 52Q: 3 clusters Score -1954179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1954179.000000 Penalty: 4895.870117
	Iteration 53F: 3 clusters Score -1954179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Entering Unmasked Estep 
Score: -1791864.375000 Penalty: 2419.423828
	Iteration 0F: 2 clusters Score -1791864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1779583.250000 Penalty: 4838.847656
	Iteration 0F: 3 clusters Score -1779583 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1783496.500000 Penalty: 4838.847656
	Iteration 1F: 3 clusters Score -1783496 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1783853.750000 Penalty: 4838.847656
	Iteration 2F: 3 clusters Score -1783854 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1784167.750000 Penalty: 4838.847656
	Iteration 3Q: 3 clusters Score -1784168 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1784503.875000 Penalty: 4838.847656
	Iteration 4Q: 3 clusters Score -1784504 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1784864.750000 Penalty: 4838.847656
	Iteration 5Q: 3 clusters Score -1784865 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1785345.125000 Penalty: 4838.847656
	Iteration 6Q: 3 clusters Score -1785345 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1785980.125000 Penalty: 4838.847656
	Iteration 7F: 3 clusters Score -1785980 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1786752.250000 Penalty: 4838.847656
	Iteration 8F: 3 clusters Score -1786752 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1787489.375000 Penalty: 4838.847656
	Iteration 9F: 3 clusters Score -1787489 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1788201.250000 Penalty: 4838.847656
	Iteration 10Q: 3 clusters Score -1788201 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1788785.625000 Penalty: 4838.847656
	Iteration 11Q: 3 clusters Score -1788786 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1789167.000000 Penalty: 4838.847656
	Iteration 12Q: 3 clusters Score -1789167 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1789423.625000 Penalty: 4838.847656
	Iteration 13Q: 3 clusters Score -1789424 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1789570.375000 Penalty: 4838.847656
	Iteration 14Q: 3 clusters Score -1789570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1789678.250000 Penalty: 4838.847656
	Iteration 15Q: 3 clusters Score -1789678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1789746.875000 Penalty: 4838.847656
	Iteration 16Q: 3 clusters Score -1789747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1789786.250000 Penalty: 4838.847656
	Iteration 17Q: 3 clusters Score -1789786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1789823.750000 Penalty: 4838.847656
	Iteration 18Q: 3 clusters Score -1789824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1789851.375000 Penalty: 4838.847656
	Iteration 19Q: 3 clusters Score -1789851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1789868.750000 Penalty: 4838.847656
	Iteration 20F: 3 clusters Score -1789869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1789882.625000 Penalty: 4838.847656
	Iteration 21Q: 3 clusters Score -1789883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1789892.625000 Penalty: 4838.847656
	Iteration 22Q: 3 clusters Score -1789893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1789898.750000 Penalty: 4838.847656
	Iteration 23Q: 3 clusters Score -1789899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1789899.750000 Penalty: 4838.847656
	Iteration 24Q: 3 clusters Score -1789900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1789900.125000 Penalty: 4838.847656
	Iteration 25Q: 3 clusters Score -1789900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1789902.875000 Penalty: 4838.847656
	Iteration 26Q: 3 clusters Score -1789903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1789906.500000 Penalty: 4838.847656
	Iteration 27Q: 3 clusters Score -1789906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1789909.625000 Penalty: 4838.847656
	Iteration 28Q: 3 clusters Score -1789910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1789908.500000 Penalty: 4838.847656
	Iteration 29Q: 3 clusters Score -1789908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1789911.750000 Penalty: 4838.847656
	Iteration 30Q: 3 clusters Score -1789912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1789914.125000 Penalty: 4838.847656
	Iteration 31Q: 3 clusters Score -1789914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1789914.125000 Penalty: 4838.847656
	Iteration 32F: 3 clusters Score -1789914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (28115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Entering Unmasked Estep 
Score: -2594283.750000 Penalty: 2540.526611
	Iteration 0F: 2 clusters Score -2594284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2574951.500000 Penalty: 5081.053223
	Iteration 0F: 3 clusters Score -2574952 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2582039.000000 Penalty: 5081.053223
	Iteration 1F: 3 clusters Score -2582039 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2582745.750000 Penalty: 5081.053223
	Iteration 2F: 3 clusters Score -2582746 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2583431.250000 Penalty: 5081.053223
	Iteration 3F: 3 clusters Score -2583431 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2584076.500000 Penalty: 5081.053223
	Iteration 4F: 3 clusters Score -2584076 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2584650.750000 Penalty: 5081.053223
	Iteration 5Q: 3 clusters Score -2584651 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2585196.500000 Penalty: 5081.053223
	Iteration 6Q: 3 clusters Score -2585196 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2585744.500000 Penalty: 5081.053223
	Iteration 7Q: 3 clusters Score -2585744 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2586311.250000 Penalty: 5081.053223
	Iteration 8Q: 3 clusters Score -2586311 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2586852.750000 Penalty: 5081.053223
	Iteration 9Q: 3 clusters Score -2586853 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2587388.500000 Penalty: 5081.053223
	Iteration 10Q: 3 clusters Score -2587388 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2587912.000000 Penalty: 5081.053223
	Iteration 11Q: 3 clusters Score -2587912 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2588408.250000 Penalty: 5081.053223
	Iteration 12Q: 3 clusters Score -2588408 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2588792.000000 Penalty: 5081.053223
	Iteration 13Q: 3 clusters Score -2588792 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2589084.500000 Penalty: 5081.053223
	Iteration 14Q: 3 clusters Score -2589084 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2589350.000000 Penalty: 5081.053223
	Iteration 15Q: 3 clusters Score -2589350 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2589585.750000 Penalty: 5081.053223
	Iteration 16Q: 3 clusters Score -2589586 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2589824.000000 Penalty: 5081.053223
	Iteration 17Q: 3 clusters Score -2589824 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2590092.750000 Penalty: 5081.053223
	Iteration 18Q: 3 clusters Score -2590093 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2590327.750000 Penalty: 5081.053223
	Iteration 19Q: 3 clusters Score -2590328 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2590543.750000 Penalty: 5081.053223
	Iteration 20F: 3 clusters Score -2590544 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2590764.500000 Penalty: 5081.053223
	Iteration 21Q: 3 clusters Score -2590764 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2590978.000000 Penalty: 5081.053223
	Iteration 22Q: 3 clusters Score -2590978 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2591212.000000 Penalty: 5081.053223
	Iteration 23Q: 3 clusters Score -2591212 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2591412.000000 Penalty: 5081.053223
	Iteration 24Q: 3 clusters Score -2591412 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2591576.500000 Penalty: 5081.053223
	Iteration 25Q: 3 clusters Score -2591576 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2591715.000000 Penalty: 5081.053223
	Iteration 26Q: 3 clusters Score -2591715 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2591822.000000 Penalty: 5081.053223
	Iteration 27Q: 3 clusters Score -2591822 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2591917.750000 Penalty: 5081.053223
	Iteration 28Q: 3 clusters Score -2591918 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2592001.750000 Penalty: 5081.053223
	Iteration 29Q: 3 clusters Score -2592002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2592068.250000 Penalty: 5081.053223
	Iteration 30Q: 3 clusters Score -2592068 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2592133.250000 Penalty: 5081.053223
	Iteration 31Q: 3 clusters Score -2592133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2592182.750000 Penalty: 5081.053223
	Iteration 32Q: 3 clusters Score -2592183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2592221.000000 Penalty: 5081.053223
	Iteration 33Q: 3 clusters Score -2592221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2592244.500000 Penalty: 5081.053223
	Iteration 34Q: 3 clusters Score -2592244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2592262.000000 Penalty: 5081.053223
	Iteration 35Q: 3 clusters Score -2592262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2592280.750000 Penalty: 5081.053223
	Iteration 36Q: 3 clusters Score -2592281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2592288.500000 Penalty: 5081.053223
	Iteration 37Q: 3 clusters Score -2592288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2592295.750000 Penalty: 5081.053223
	Iteration 38Q: 3 clusters Score -2592296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2592302.000000 Penalty: 5081.053223
	Iteration 39Q: 3 clusters Score -2592302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2592312.500000 Penalty: 5081.053223
	Iteration 40F: 3 clusters Score -2592312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2592319.500000 Penalty: 5081.053223
	Iteration 41Q: 3 clusters Score -2592320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2592320.250000 Penalty: 5081.053223
	Iteration 42Q: 3 clusters Score -2592320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2592324.500000 Penalty: 5081.053223
	Iteration 43Q: 3 clusters Score -2592324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2592328.500000 Penalty: 5081.053223
	Iteration 44Q: 3 clusters Score -2592328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2592330.250000 Penalty: 5081.053223
	Iteration 45Q: 3 clusters Score -2592330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2592331.750000 Penalty: 5081.053223
	Iteration 46Q: 3 clusters Score -2592332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2592334.000000 Penalty: 5081.053223
	Iteration 47Q: 3 clusters Score -2592334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2592335.000000 Penalty: 5081.053223
	Iteration 48Q: 3 clusters Score -2592335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2592338.750000 Penalty: 5081.053223
	Iteration 49Q: 3 clusters Score -2592339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2592335.000000 Penalty: 5081.053223
	Iteration 50Q: 3 clusters Score -2592335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2592335.000000 Penalty: 5081.053223
	Iteration 51F: 3 clusters Score -2592335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -223813.046875 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -223813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -221009.890625 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -221009.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -221527.312500 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -221527.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -221668.218750 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -221668.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -221754.765625 Penalty: 3831.106445
	Iteration 3Q: 3 clusters Score -221754.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221811.593750 Penalty: 3831.106445
	Iteration 4Q: 3 clusters Score -221811.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -221833.859375 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -221833.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221850.921875 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -221850.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -221860.703125 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -221860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -221866.703125 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -221866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -221869.687500 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -221869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -221872.343750 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -221872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -221872.468750 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -221872.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -221872.468750 Penalty: 3831.106445
	Iteration 12F: 3 clusters Score -221872.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -153685.156250 Penalty: 1866.759521
	Iteration 0F: 2 clusters Score -153685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -151210.656250 Penalty: 3733.519043
	Iteration 0F: 3 clusters Score -151210.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151746.687500 Penalty: 3733.519043
	Iteration 1F: 3 clusters Score -151746.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151980.281250 Penalty: 3733.519043
	Iteration 2F: 3 clusters Score -151980.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152201.437500 Penalty: 3733.519043
	Iteration 3F: 3 clusters Score -152201.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152416.156250 Penalty: 3733.519043
	Iteration 4F: 3 clusters Score -152416.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -152581.609375 Penalty: 3733.519043
	Iteration 5Q: 3 clusters Score -152581.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -152762.390625 Penalty: 3733.519043
	Iteration 6F: 3 clusters Score -152762.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152927.687500 Penalty: 3733.519043
	Iteration 7Q: 3 clusters Score -152927.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -153070.234375 Penalty: 3733.519043
	Iteration 8Q: 3 clusters Score -153070.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153217.953125 Penalty: 3733.519043
	Iteration 9Q: 3 clusters Score -153218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153295.156250 Penalty: 3733.519043
	Iteration 10Q: 3 clusters Score -153295.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153323.078125 Penalty: 3733.519043
	Iteration 11Q: 3 clusters Score -153323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153336.718750 Penalty: 3733.519043
	Iteration 12Q: 3 clusters Score -153336.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -153351.906250 Penalty: 3733.519043
	Iteration 13Q: 3 clusters Score -153351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -153362.125000 Penalty: 3733.519043
	Iteration 14Q: 3 clusters Score -153362.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -153377.062500 Penalty: 3733.519043
	Iteration 15Q: 3 clusters Score -153377.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153388.625000 Penalty: 3733.519043
	Iteration 16Q: 3 clusters Score -153388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153396.281250 Penalty: 3733.519043
	Iteration 17Q: 3 clusters Score -153396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -153398.015625 Penalty: 3733.519043
	Iteration 18Q: 3 clusters Score -153398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153401.375000 Penalty: 3733.519043
	Iteration 19Q: 3 clusters Score -153401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153408.703125 Penalty: 3733.519043
	Iteration 20F: 3 clusters Score -153408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153412.703125 Penalty: 3733.519043
	Iteration 21Q: 3 clusters Score -153412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153421.015625 Penalty: 3733.519043
	Iteration 22Q: 3 clusters Score -153421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153424.828125 Penalty: 3733.519043
	Iteration 23Q: 3 clusters Score -153424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153426.843750 Penalty: 3733.519043
	Iteration 24Q: 3 clusters Score -153426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153433.296875 Penalty: 3733.519043
	Iteration 25Q: 3 clusters Score -153433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153440.671875 Penalty: 3733.519043
	Iteration 26Q: 3 clusters Score -153440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -153443.343750 Penalty: 3733.519043
	Iteration 27Q: 3 clusters Score -153443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153445.171875 Penalty: 3733.519043
	Iteration 28Q: 3 clusters Score -153445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -153446.625000 Penalty: 3733.519043
	Iteration 29Q: 3 clusters Score -153446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -153449.218750 Penalty: 3733.519043
	Iteration 30Q: 3 clusters Score -153449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153451.765625 Penalty: 3733.519043
	Iteration 31Q: 3 clusters Score -153451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153453.109375 Penalty: 3733.519043
	Iteration 32Q: 3 clusters Score -153453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153454.375000 Penalty: 3733.519043
	Iteration 33Q: 3 clusters Score -153454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153455.390625 Penalty: 3733.519043
	Iteration 34Q: 3 clusters Score -153455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153455.390625 Penalty: 3733.519043
	Iteration 35F: 3 clusters Score -153455.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -362783.718750 Penalty: 2045.050659
	Iteration 0F: 2 clusters Score -362783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -359034.843750 Penalty: 4090.101318
	Iteration 0F: 3 clusters Score -359034.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -360140.250000 Penalty: 4090.101318
	Iteration 1F: 3 clusters Score -360140.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -360637.656250 Penalty: 4090.101318
	Iteration 2F: 3 clusters Score -360637.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -361144.500000 Penalty: 4090.101318
	Iteration 3F: 3 clusters Score -361144.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -361540.281250 Penalty: 4090.101318
	Iteration 4F: 3 clusters Score -361540.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -361793.312500 Penalty: 4090.101318
	Iteration 5F: 3 clusters Score -361793.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -361909.562500 Penalty: 4090.101318
	Iteration 6Q: 3 clusters Score -361909.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -361988.125000 Penalty: 4090.101318
	Iteration 7Q: 3 clusters Score -361988.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362023.718750 Penalty: 4090.101318
	Iteration 8Q: 3 clusters Score -362023.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -362047.343750 Penalty: 4090.101318
	Iteration 9Q: 3 clusters Score -362047.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -362065.906250 Penalty: 4090.101318
	Iteration 10Q: 3 clusters Score -362065.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -362080.000000 Penalty: 4090.101318
	Iteration 11Q: 3 clusters Score -362080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -362085.687500 Penalty: 4090.101318
	Iteration 12Q: 3 clusters Score -362085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -362090.000000 Penalty: 4090.101318
	Iteration 13Q: 3 clusters Score -362090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -362093.781250 Penalty: 4090.101318
	Iteration 14Q: 3 clusters Score -362093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -362096.375000 Penalty: 4090.101318
	Iteration 15Q: 3 clusters Score -362096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -362098.312500 Penalty: 4090.101318
	Iteration 16Q: 3 clusters Score -362098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -362098.937500 Penalty: 4090.101318
	Iteration 17Q: 3 clusters Score -362098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362099.781250 Penalty: 4090.101318
	Iteration 18Q: 3 clusters Score -362099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -362099.843750 Penalty: 4090.101318
	Iteration 19Q: 3 clusters Score -362099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -362100.718750 Penalty: 4090.101318
	Iteration 20F: 3 clusters Score -362100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -362100.406250 Penalty: 4090.101318
	Iteration 21Q: 3 clusters Score -362100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -362102.312500 Penalty: 4090.101318
	Iteration 22Q: 3 clusters Score -362102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362101.968750 Penalty: 4090.101318
	Iteration 23Q: 3 clusters Score -362102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -362103.156250 Penalty: 4090.101318
	Iteration 24Q: 3 clusters Score -362103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362103.343750 Penalty: 4090.101318
	Iteration 25Q: 3 clusters Score -362103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -362104.093750 Penalty: 4090.101318
	Iteration 26Q: 3 clusters Score -362104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -362103.750000 Penalty: 4090.101318
	Iteration 27Q: 3 clusters Score -362103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362104.625000 Penalty: 4090.101318
	Iteration 28Q: 3 clusters Score -362104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362104.625000 Penalty: 4090.101318
	Iteration 29F: 3 clusters Score -362104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -772728.062500 Penalty: 2231.936035
	Iteration 0F: 2 clusters Score -772728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -766257.812500 Penalty: 4463.872070
	Iteration 0F: 3 clusters Score -766257.8 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -768111.312500 Penalty: 4463.872070
	Iteration 1F: 3 clusters Score -768111.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -768419.250000 Penalty: 4463.872070
	Iteration 2F: 3 clusters Score -768419.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -768633.625000 Penalty: 4463.872070
	Iteration 3F: 3 clusters Score -768633.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -768811.437500 Penalty: 4463.872070
	Iteration 4Q: 3 clusters Score -768811.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -768965.687500 Penalty: 4463.872070
	Iteration 5Q: 3 clusters Score -768965.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -769117.125000 Penalty: 4463.872070
	Iteration 6Q: 3 clusters Score -769117.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -769260.250000 Penalty: 4463.872070
	Iteration 7Q: 3 clusters Score -769260.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -769398.250000 Penalty: 4463.872070
	Iteration 8Q: 3 clusters Score -769398.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -769556.750000 Penalty: 4463.872070
	Iteration 9Q: 3 clusters Score -769556.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -769760.250000 Penalty: 4463.872070
	Iteration 10Q: 3 clusters Score -769760.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -769982.937500 Penalty: 4463.872070
	Iteration 11Q: 3 clusters Score -769982.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -770161.812500 Penalty: 4463.872070
	Iteration 12Q: 3 clusters Score -770161.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -770259.687500 Penalty: 4463.872070
	Iteration 13Q: 3 clusters Score -770259.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -770332.125000 Penalty: 4463.872070
	Iteration 14Q: 3 clusters Score -770332.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -770393.500000 Penalty: 4463.872070
	Iteration 15Q: 3 clusters Score -770393.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -770439.312500 Penalty: 4463.872070
	Iteration 16Q: 3 clusters Score -770439.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -770484.937500 Penalty: 4463.872070
	Iteration 17Q: 3 clusters Score -770484.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -770525.875000 Penalty: 4463.872070
	Iteration 18Q: 3 clusters Score -770525.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -770553.937500 Penalty: 4463.872070
	Iteration 19Q: 3 clusters Score -770553.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -770577.625000 Penalty: 4463.872070
	Iteration 20F: 3 clusters Score -770577.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -770598.187500 Penalty: 4463.872070
	Iteration 21Q: 3 clusters Score -770598.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -770620.562500 Penalty: 4463.872070
	Iteration 22Q: 3 clusters Score -770620.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -770634.625000 Penalty: 4463.872070
	Iteration 23Q: 3 clusters Score -770634.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -770651.500000 Penalty: 4463.872070
	Iteration 24Q: 3 clusters Score -770651.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -770665.500000 Penalty: 4463.872070
	Iteration 25Q: 3 clusters Score -770665.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -770678.750000 Penalty: 4463.872070
	Iteration 26Q: 3 clusters Score -770678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -770693.125000 Penalty: 4463.872070
	Iteration 27Q: 3 clusters Score -770693.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -770710.562500 Penalty: 4463.872070
	Iteration 28Q: 3 clusters Score -770710.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -770730.250000 Penalty: 4463.872070
	Iteration 29Q: 3 clusters Score -770730.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -770750.812500 Penalty: 4463.872070
	Iteration 30Q: 3 clusters Score -770750.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -770765.937500 Penalty: 4463.872070
	Iteration 31Q: 3 clusters Score -770765.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -770786.562500 Penalty: 4463.872070
	Iteration 32Q: 3 clusters Score -770786.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -770807.500000 Penalty: 4463.872070
	Iteration 33Q: 3 clusters Score -770807.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -770827.375000 Penalty: 4463.872070
	Iteration 34Q: 3 clusters Score -770827.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -770845.625000 Penalty: 4463.872070
	Iteration 35Q: 3 clusters Score -770845.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -770856.687500 Penalty: 4463.872070
	Iteration 36Q: 3 clusters Score -770856.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -770867.000000 Penalty: 4463.872070
	Iteration 37Q: 3 clusters Score -770867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -770879.000000 Penalty: 4463.872070
	Iteration 38Q: 3 clusters Score -770879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -770891.375000 Penalty: 4463.872070
	Iteration 39Q: 3 clusters Score -770891.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -770900.875000 Penalty: 4463.872070
	Iteration 40F: 3 clusters Score -770900.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -770916.500000 Penalty: 4463.872070
	Iteration 41Q: 3 clusters Score -770916.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -770934.000000 Penalty: 4463.872070
	Iteration 42Q: 3 clusters Score -770934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -770946.750000 Penalty: 4463.872070
	Iteration 43Q: 3 clusters Score -770946.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -770960.312500 Penalty: 4463.872070
	Iteration 44Q: 3 clusters Score -770960.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -770973.875000 Penalty: 4463.872070
	Iteration 45Q: 3 clusters Score -770973.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -770984.937500 Penalty: 4463.872070
	Iteration 46Q: 3 clusters Score -770984.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -770998.250000 Penalty: 4463.872070
	Iteration 47Q: 3 clusters Score -770998.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -771009.250000 Penalty: 4463.872070
	Iteration 48Q: 3 clusters Score -771009.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -771023.312500 Penalty: 4463.872070
	Iteration 49Q: 3 clusters Score -771023.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -771038.250000 Penalty: 4463.872070
	Iteration 50Q: 3 clusters Score -771038.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -771057.375000 Penalty: 4463.872070
	Iteration 51Q: 3 clusters Score -771057.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -771082.062500 Penalty: 4463.872070
	Iteration 52Q: 3 clusters Score -771082.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -771105.500000 Penalty: 4463.872070
	Iteration 53Q: 3 clusters Score -771105.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -771123.687500 Penalty: 4463.872070
	Iteration 54Q: 3 clusters Score -771123.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -771141.000000 Penalty: 4463.872070
	Iteration 55Q: 3 clusters Score -771141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -771153.812500 Penalty: 4463.872070
	Iteration 56Q: 3 clusters Score -771153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -771165.000000 Penalty: 4463.872070
	Iteration 57Q: 3 clusters Score -771165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -771175.437500 Penalty: 4463.872070
	Iteration 58Q: 3 clusters Score -771175.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -771187.750000 Penalty: 4463.872070
	Iteration 59Q: 3 clusters Score -771187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -771194.750000 Penalty: 4463.872070
	Iteration 60F: 3 clusters Score -771194.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -771204.750000 Penalty: 4463.872070
	Iteration 61Q: 3 clusters Score -771204.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -771218.812500 Penalty: 4463.872070
	Iteration 62Q: 3 clusters Score -771218.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -771231.312500 Penalty: 4463.872070
	Iteration 63Q: 3 clusters Score -771231.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -771240.250000 Penalty: 4463.872070
	Iteration 64Q: 3 clusters Score -771240.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -771249.625000 Penalty: 4463.872070
	Iteration 65Q: 3 clusters Score -771249.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -771259.312500 Penalty: 4463.872070
	Iteration 66Q: 3 clusters Score -771259.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -771264.312500 Penalty: 4463.872070
	Iteration 67Q: 3 clusters Score -771264.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -771273.437500 Penalty: 4463.872070
	Iteration 68Q: 3 clusters Score -771273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -771281.687500 Penalty: 4463.872070
	Iteration 69Q: 3 clusters Score -771281.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -771288.750000 Penalty: 4463.872070
	Iteration 70Q: 3 clusters Score -771288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -771299.750000 Penalty: 4463.872070
	Iteration 71Q: 3 clusters Score -771299.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -771310.562500 Penalty: 4463.872070
	Iteration 72Q: 3 clusters Score -771310.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -771319.875000 Penalty: 4463.872070
	Iteration 73Q: 3 clusters Score -771319.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -771334.375000 Penalty: 4463.872070
	Iteration 74Q: 3 clusters Score -771334.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -771342.875000 Penalty: 4463.872070
	Iteration 75Q: 3 clusters Score -771342.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -771359.125000 Penalty: 4463.872070
	Iteration 76Q: 3 clusters Score -771359.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -771378.812500 Penalty: 4463.872070
	Iteration 77Q: 3 clusters Score -771378.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -771390.312500 Penalty: 4463.872070
	Iteration 78Q: 3 clusters Score -771390.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -771400.000000 Penalty: 4463.872070
	Iteration 79Q: 3 clusters Score -771400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -771407.062500 Penalty: 4463.872070
	Iteration 80F: 3 clusters Score -771407.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -771417.687500 Penalty: 4463.872070
	Iteration 81Q: 3 clusters Score -771417.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -771422.312500 Penalty: 4463.872070
	Iteration 82Q: 3 clusters Score -771422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -771428.437500 Penalty: 4463.872070
	Iteration 83Q: 3 clusters Score -771428.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -771435.500000 Penalty: 4463.872070
	Iteration 84Q: 3 clusters Score -771435.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -771444.250000 Penalty: 4463.872070
	Iteration 85Q: 3 clusters Score -771444.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -771458.250000 Penalty: 4463.872070
	Iteration 86Q: 3 clusters Score -771458.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -771472.187500 Penalty: 4463.872070
	Iteration 87Q: 3 clusters Score -771472.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -771483.937500 Penalty: 4463.872070
	Iteration 88Q: 3 clusters Score -771483.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -771494.875000 Penalty: 4463.872070
	Iteration 89Q: 3 clusters Score -771494.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -771505.312500 Penalty: 4463.872070
	Iteration 90Q: 3 clusters Score -771505.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -771512.125000 Penalty: 4463.872070
	Iteration 91Q: 3 clusters Score -771512.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -771516.250000 Penalty: 4463.872070
	Iteration 92Q: 3 clusters Score -771516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -771519.375000 Penalty: 4463.872070
	Iteration 93Q: 3 clusters Score -771519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -771519.937500 Penalty: 4463.872070
	Iteration 94Q: 3 clusters Score -771519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -771520.875000 Penalty: 4463.872070
	Iteration 95Q: 3 clusters Score -771520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -771523.125000 Penalty: 4463.872070
	Iteration 96Q: 3 clusters Score -771523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -771524.125000 Penalty: 4463.872070
	Iteration 97Q: 3 clusters Score -771524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -771523.250000 Penalty: 4463.872070
	Iteration 98Q: 3 clusters Score -771523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -771523.250000 Penalty: 4463.872070
	Iteration 99Q: 3 clusters Score -771523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -771524.687500 Penalty: 4463.872070
	Iteration 100F: 3 clusters Score -771524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -771524.625000 Penalty: 4463.872070
	Iteration 101Q: 3 clusters Score -771524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -771524.875000 Penalty: 4463.872070
	Iteration 102Q: 3 clusters Score -771524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -771525.687500 Penalty: 4463.872070
	Iteration 103Q: 3 clusters Score -771525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -771526.562500 Penalty: 4463.872070
	Iteration 104Q: 3 clusters Score -771526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -771527.937500 Penalty: 4463.872070
	Iteration 105Q: 3 clusters Score -771527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -771527.562500 Penalty: 4463.872070
	Iteration 106Q: 3 clusters Score -771527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -771529.500000 Penalty: 4463.872070
	Iteration 107Q: 3 clusters Score -771529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -771529.312500 Penalty: 4463.872070
	Iteration 108Q: 3 clusters Score -771529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -771529.500000 Penalty: 4463.872070
	Iteration 109Q: 3 clusters Score -771529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -771531.125000 Penalty: 4463.872070
	Iteration 110Q: 3 clusters Score -771531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -771530.812500 Penalty: 4463.872070
	Iteration 111Q: 3 clusters Score -771530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -771532.312500 Penalty: 4463.872070
	Iteration 112Q: 3 clusters Score -771532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -771534.000000 Penalty: 4463.872070
	Iteration 113Q: 3 clusters Score -771534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -771533.562500 Penalty: 4463.872070
	Iteration 114Q: 3 clusters Score -771533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -771532.812500 Penalty: 4463.872070
	Iteration 115Q: 3 clusters Score -771532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -771532.125000 Penalty: 4463.872070
	Iteration 116Q: 3 clusters Score -771532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -771532.125000 Penalty: 4463.872070
	Iteration 117F: 3 clusters Score -771532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -796073.437500 Penalty: 2243.041504
	Iteration 0F: 2 clusters Score -796073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -789338.250000 Penalty: 4486.083008
	Iteration 0F: 3 clusters Score -789338.2 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -791480.125000 Penalty: 4486.083008
	Iteration 1F: 3 clusters Score -791480.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -792279.875000 Penalty: 4486.083008
	Iteration 2F: 3 clusters Score -792279.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -793023.375000 Penalty: 4486.083008
	Iteration 3F: 3 clusters Score -793023.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -793554.937500 Penalty: 4486.083008
	Iteration 4F: 3 clusters Score -793554.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -793972.312500 Penalty: 4486.083008
	Iteration 5F: 3 clusters Score -793972.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -794344.187500 Penalty: 4486.083008
	Iteration 6F: 3 clusters Score -794344.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -794589.312500 Penalty: 4486.083008
	Iteration 7Q: 3 clusters Score -794589.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -794739.437500 Penalty: 4486.083008
	Iteration 8Q: 3 clusters Score -794739.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -794832.562500 Penalty: 4486.083008
	Iteration 9Q: 3 clusters Score -794832.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -794910.812500 Penalty: 4486.083008
	Iteration 10Q: 3 clusters Score -794910.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -794965.812500 Penalty: 4486.083008
	Iteration 11Q: 3 clusters Score -794965.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -795007.062500 Penalty: 4486.083008
	Iteration 12Q: 3 clusters Score -795007.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -795037.437500 Penalty: 4486.083008
	Iteration 13Q: 3 clusters Score -795037.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -795069.625000 Penalty: 4486.083008
	Iteration 14Q: 3 clusters Score -795069.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -795090.375000 Penalty: 4486.083008
	Iteration 15Q: 3 clusters Score -795090.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -795117.687500 Penalty: 4486.083008
	Iteration 16Q: 3 clusters Score -795117.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -795142.812500 Penalty: 4486.083008
	Iteration 17Q: 3 clusters Score -795142.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -795163.375000 Penalty: 4486.083008
	Iteration 18Q: 3 clusters Score -795163.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -795184.750000 Penalty: 4486.083008
	Iteration 19Q: 3 clusters Score -795184.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -795207.250000 Penalty: 4486.083008
	Iteration 20F: 3 clusters Score -795207.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -795230.000000 Penalty: 4486.083008
	Iteration 21Q: 3 clusters Score -795230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -795250.562500 Penalty: 4486.083008
	Iteration 22Q: 3 clusters Score -795250.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -795262.687500 Penalty: 4486.083008
	Iteration 23Q: 3 clusters Score -795262.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -795278.125000 Penalty: 4486.083008
	Iteration 24Q: 3 clusters Score -795278.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -795293.750000 Penalty: 4486.083008
	Iteration 25Q: 3 clusters Score -795293.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -795304.750000 Penalty: 4486.083008
	Iteration 26Q: 3 clusters Score -795304.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -795317.625000 Penalty: 4486.083008
	Iteration 27Q: 3 clusters Score -795317.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -795335.562500 Penalty: 4486.083008
	Iteration 28Q: 3 clusters Score -795335.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -795362.750000 Penalty: 4486.083008
	Iteration 29Q: 3 clusters Score -795362.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -795403.125000 Penalty: 4486.083008
	Iteration 30Q: 3 clusters Score -795403.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -795434.125000 Penalty: 4486.083008
	Iteration 31Q: 3 clusters Score -795434.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -795464.812500 Penalty: 4486.083008
	Iteration 32Q: 3 clusters Score -795464.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -795498.437500 Penalty: 4486.083008
	Iteration 33Q: 3 clusters Score -795498.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -795529.250000 Penalty: 4486.083008
	Iteration 34Q: 3 clusters Score -795529.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -795562.937500 Penalty: 4486.083008
	Iteration 35Q: 3 clusters Score -795562.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -795589.500000 Penalty: 4486.083008
	Iteration 36Q: 3 clusters Score -795589.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -795612.312500 Penalty: 4486.083008
	Iteration 37Q: 3 clusters Score -795612.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -795630.625000 Penalty: 4486.083008
	Iteration 38Q: 3 clusters Score -795630.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -795653.687500 Penalty: 4486.083008
	Iteration 39Q: 3 clusters Score -795653.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -795676.437500 Penalty: 4486.083008
	Iteration 40F: 3 clusters Score -795676.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -795691.062500 Penalty: 4486.083008
	Iteration 41Q: 3 clusters Score -795691.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -795700.312500 Penalty: 4486.083008
	Iteration 42Q: 3 clusters Score -795700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -795704.250000 Penalty: 4486.083008
	Iteration 43Q: 3 clusters Score -795704.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -795710.625000 Penalty: 4486.083008
	Iteration 44Q: 3 clusters Score -795710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -795713.625000 Penalty: 4486.083008
	Iteration 45Q: 3 clusters Score -795713.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -795717.187500 Penalty: 4486.083008
	Iteration 46Q: 3 clusters Score -795717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -795721.875000 Penalty: 4486.083008
	Iteration 47Q: 3 clusters Score -795721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -795722.750000 Penalty: 4486.083008
	Iteration 48Q: 3 clusters Score -795722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -795722.812500 Penalty: 4486.083008
	Iteration 49Q: 3 clusters Score -795722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -795726.062500 Penalty: 4486.083008
	Iteration 50Q: 3 clusters Score -795726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -795728.687500 Penalty: 4486.083008
	Iteration 51Q: 3 clusters Score -795728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -795730.375000 Penalty: 4486.083008
	Iteration 52Q: 3 clusters Score -795730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -795728.187500 Penalty: 4486.083008
	Iteration 53Q: 3 clusters Score -795728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -795730.562500 Penalty: 4486.083008
	Iteration 54Q: 3 clusters Score -795730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -795729.875000 Penalty: 4486.083008
	Iteration 55Q: 3 clusters Score -795729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -795727.687500 Penalty: 4486.083008
	Iteration 56Q: 3 clusters Score -795727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -795727.687500 Penalty: 4486.083008
	Iteration 57F: 3 clusters Score -795727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -211631.796875 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -211631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -208923.328125 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -208923.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -209419.593750 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -209419.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -209553.593750 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -209553.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -209614.812500 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -209614.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -209657.187500 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -209657.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -209696.062500 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -209696.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -209723.750000 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -209723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -209748.234375 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -209748.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -209765.109375 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -209765.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -209782.281250 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -209782.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -209802.359375 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -209802.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -209814.687500 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -209814.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -209827.046875 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -209827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -209838.828125 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -209838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -209850.921875 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -209850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -209862.828125 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -209862.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -209873.875000 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -209873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -209880.953125 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -209881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -209885.734375 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -209885.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -209892.703125 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -209892.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -209899.562500 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -209899.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -209905.968750 Penalty: 3801.050293
	Iteration 21Q: 3 clusters Score -209906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -209911.218750 Penalty: 3801.050293
	Iteration 22Q: 3 clusters Score -209911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -209912.687500 Penalty: 3801.050293
	Iteration 23Q: 3 clusters Score -209912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -209915.109375 Penalty: 3801.050293
	Iteration 24Q: 3 clusters Score -209915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -209916.765625 Penalty: 3801.050293
	Iteration 25Q: 3 clusters Score -209916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -209917.187500 Penalty: 3801.050293
	Iteration 26Q: 3 clusters Score -209917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -209917.484375 Penalty: 3801.050293
	Iteration 27Q: 3 clusters Score -209917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -209917.484375 Penalty: 3801.050293
	Iteration 28F: 3 clusters Score -209917.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -41669.921875 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -41669.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40194.886719 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -40194.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40349.664062 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -40349.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40408.390625 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -40408.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40429.031250 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -40429.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40456.050781 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -40456.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40470.835938 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -40470.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40476.734375 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -40476.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40481.308594 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -40481.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40481.308594 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -40481.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (54498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Entering Unmasked Estep 
Score: -5091505.500000 Penalty: 2704.667969
	Iteration 0F: 2 clusters Score -5091506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5054934.500000 Penalty: 5409.335938
	Iteration 0F: 3 clusters Score -5054934 nChanged 25194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -5069100.500000 Penalty: 5409.335938
	Iteration 1F: 3 clusters Score -5069100 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5070001.000000 Penalty: 5409.335938
	Iteration 2Q: 3 clusters Score -5070001 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -5071031.500000 Penalty: 5409.335938
	Iteration 3Q: 3 clusters Score -5071032 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5072326.500000 Penalty: 5409.335938
	Iteration 4F: 3 clusters Score -5072326 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5073966.000000 Penalty: 5409.335938
	Iteration 5F: 3 clusters Score -5073966 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -5076023.000000 Penalty: 5409.335938
	Iteration 6F: 3 clusters Score -5076023 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5078471.000000 Penalty: 5409.335938
	Iteration 7F: 3 clusters Score -5078471 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5080679.500000 Penalty: 5409.335938
	Iteration 8F: 3 clusters Score -5080680 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -5082329.500000 Penalty: 5409.335938
	Iteration 9Q: 3 clusters Score -5082330 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -5083506.000000 Penalty: 5409.335938
	Iteration 10Q: 3 clusters Score -5083506 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5084234.500000 Penalty: 5409.335938
	Iteration 11Q: 3 clusters Score -5084234 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -5084798.000000 Penalty: 5409.335938
	Iteration 12Q: 3 clusters Score -5084798 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5085202.000000 Penalty: 5409.335938
	Iteration 13Q: 3 clusters Score -5085202 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5085638.500000 Penalty: 5409.335938
	Iteration 14Q: 3 clusters Score -5085638 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5086016.500000 Penalty: 5409.335938
	Iteration 15Q: 3 clusters Score -5086016 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -5086355.500000 Penalty: 5409.335938
	Iteration 16Q: 3 clusters Score -5086356 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5086707.000000 Penalty: 5409.335938
	Iteration 17Q: 3 clusters Score -5086707 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -5087028.000000 Penalty: 5409.335938
	Iteration 18Q: 3 clusters Score -5087028 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -5087305.500000 Penalty: 5409.335938
	Iteration 19Q: 3 clusters Score -5087306 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -5087577.000000 Penalty: 5409.335938
	Iteration 20F: 3 clusters Score -5087577 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5087888.000000 Penalty: 5409.335938
	Iteration 21Q: 3 clusters Score -5087888 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -5088192.500000 Penalty: 5409.335938
	Iteration 22Q: 3 clusters Score -5088192 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -5088485.500000 Penalty: 5409.335938
	Iteration 23Q: 3 clusters Score -5088486 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -5088780.000000 Penalty: 5409.335938
	Iteration 24Q: 3 clusters Score -5088780 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5089053.000000 Penalty: 5409.335938
	Iteration 25Q: 3 clusters Score -5089053 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -5089313.000000 Penalty: 5409.335938
	Iteration 26Q: 3 clusters Score -5089313 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -5089462.500000 Penalty: 5409.335938
	Iteration 27Q: 3 clusters Score -5089462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -5089603.000000 Penalty: 5409.335938
	Iteration 28Q: 3 clusters Score -5089603 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -5089701.500000 Penalty: 5409.335938
	Iteration 29Q: 3 clusters Score -5089702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -5089801.500000 Penalty: 5409.335938
	Iteration 30Q: 3 clusters Score -5089802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -5089873.000000 Penalty: 5409.335938
	Iteration 31Q: 3 clusters Score -5089873 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -5089916.000000 Penalty: 5409.335938
	Iteration 32Q: 3 clusters Score -5089916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -5089958.000000 Penalty: 5409.335938
	Iteration 33Q: 3 clusters Score -5089958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -5090006.000000 Penalty: 5409.335938
	Iteration 34Q: 3 clusters Score -5090006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -5090071.000000 Penalty: 5409.335938
	Iteration 35Q: 3 clusters Score -5090071 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -5090108.000000 Penalty: 5409.335938
	Iteration 36Q: 3 clusters Score -5090108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -5090158.500000 Penalty: 5409.335938
	Iteration 37Q: 3 clusters Score -5090158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -5090215.000000 Penalty: 5409.335938
	Iteration 38Q: 3 clusters Score -5090215 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -5090270.500000 Penalty: 5409.335938
	Iteration 39Q: 3 clusters Score -5090270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -5090323.500000 Penalty: 5409.335938
	Iteration 40F: 3 clusters Score -5090324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -5090412.500000 Penalty: 5409.335938
	Iteration 41Q: 3 clusters Score -5090412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -5090475.500000 Penalty: 5409.335938
	Iteration 42Q: 3 clusters Score -5090476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -5090520.500000 Penalty: 5409.335938
	Iteration 43Q: 3 clusters Score -5090520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -5090548.000000 Penalty: 5409.335938
	Iteration 44Q: 3 clusters Score -5090548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -5090578.000000 Penalty: 5409.335938
	Iteration 45Q: 3 clusters Score -5090578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -5090589.000000 Penalty: 5409.335938
	Iteration 46Q: 3 clusters Score -5090589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -5090591.000000 Penalty: 5409.335938
	Iteration 47Q: 3 clusters Score -5090591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -5090595.500000 Penalty: 5409.335938
	Iteration 48Q: 3 clusters Score -5090596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -5090597.500000 Penalty: 5409.335938
	Iteration 49Q: 3 clusters Score -5090598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -5090600.000000 Penalty: 5409.335938
	Iteration 50Q: 3 clusters Score -5090600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5090601.500000 Penalty: 5409.335938
	Iteration 51Q: 3 clusters Score -5090602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -5090601.000000 Penalty: 5409.335938
	Iteration 52Q: 3 clusters Score -5090601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5090607.000000 Penalty: 5409.335938
	Iteration 53Q: 3 clusters Score -5090607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -5090608.500000 Penalty: 5409.335938
	Iteration 54Q: 3 clusters Score -5090608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5090612.500000 Penalty: 5409.335938
	Iteration 55Q: 3 clusters Score -5090612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5090612.500000 Penalty: 5409.335938
	Iteration 56F: 3 clusters Score -5090612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (210644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210644 members 
Entering Unmasked Estep 
Score: -21691446.000000 Penalty: 3039.965332
	Iteration 0F: 2 clusters Score -2.169145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -21550338.000000 Penalty: 6079.930664
	Iteration 0F: 3 clusters Score -2.155034e+07 nChanged 101236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -21609974.000000 Penalty: 6079.930664
	Iteration 1F: 3 clusters Score -2.160997e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -21611070.000000 Penalty: 6079.930664
	Iteration 2Q: 3 clusters Score -2.161107e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -21612886.000000 Penalty: 6079.930664
	Iteration 3Q: 3 clusters Score -2.161289e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -21615462.000000 Penalty: 6079.930664
	Iteration 4Q: 3 clusters Score -2.161546e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -21619626.000000 Penalty: 6079.930664
	Iteration 5Q: 3 clusters Score -2.161963e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -21624866.000000 Penalty: 6079.930664
	Iteration 6F: 3 clusters Score -2.162487e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -21631362.000000 Penalty: 6079.930664
	Iteration 7F: 3 clusters Score -2.163136e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -21637588.000000 Penalty: 6079.930664
	Iteration 8F: 3 clusters Score -2.163759e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 122133 members 
Entering Unmasked Estep 
Score: -21642116.000000 Penalty: 6079.930664
	Iteration 9F: 3 clusters Score -2.164212e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 123879 members 
Entering Unmasked Estep 
Score: -21645188.000000 Penalty: 6079.930664
	Iteration 10Q: 3 clusters Score -2.164519e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -21647254.000000 Penalty: 6079.930664
	Iteration 11Q: 3 clusters Score -2.164725e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 125635 members 
Entering Unmasked Estep 
Score: -21648534.000000 Penalty: 6079.930664
	Iteration 12Q: 3 clusters Score -2.164853e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 126322 members 
Entering Unmasked Estep 
Score: -21648970.000000 Penalty: 6079.930664
	Iteration 13Q: 3 clusters Score -2.164897e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -21649420.000000 Penalty: 6079.930664
	Iteration 14Q: 3 clusters Score -2.164942e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -21649514.000000 Penalty: 6079.930664
	Iteration 15Q: 3 clusters Score -2.164951e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 127718 members 
Entering Unmasked Estep 
Score: -21649610.000000 Penalty: 6079.930664
	Iteration 16Q: 3 clusters Score -2.164961e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -21649654.000000 Penalty: 6079.930664
	Iteration 17Q: 3 clusters Score -2.164965e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 128699 members 
Entering Unmasked Estep 
Score: -21649746.000000 Penalty: 6079.930664
	Iteration 18Q: 3 clusters Score -2.164975e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -21649818.000000 Penalty: 6079.930664
	Iteration 19Q: 3 clusters Score -2.164982e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -21649874.000000 Penalty: 6079.930664
	Iteration 20F: 3 clusters Score -2.164987e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -21649880.000000 Penalty: 6079.930664
	Iteration 21Q: 3 clusters Score -2.164988e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -21649952.000000 Penalty: 6079.930664
	Iteration 22Q: 3 clusters Score -2.164995e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -21650026.000000 Penalty: 6079.930664
	Iteration 23Q: 3 clusters Score -2.165003e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 133115 members 
Entering Unmasked Estep 
Score: -21650100.000000 Penalty: 6079.930664
	Iteration 24Q: 3 clusters Score -2.16501e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -21650174.000000 Penalty: 6079.930664
	Iteration 25Q: 3 clusters Score -2.165017e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -21650246.000000 Penalty: 6079.930664
	Iteration 26Q: 3 clusters Score -2.165025e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 136961 members 
Entering Unmasked Estep 
Score: -21650282.000000 Penalty: 6079.930664
	Iteration 27Q: 3 clusters Score -2.165028e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 138761 members 
Entering Unmasked Estep 
Score: -21650326.000000 Penalty: 6079.930664
	Iteration 28Q: 3 clusters Score -2.165033e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 140886 members 
Entering Unmasked Estep 
Score: -21650632.000000 Penalty: 6079.930664
	Iteration 29Q: 3 clusters Score -2.165063e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 143499 members 
Entering Unmasked Estep 
Score: -21651064.000000 Penalty: 6079.930664
	Iteration 30Q: 3 clusters Score -2.165106e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 146537 members 
Entering Unmasked Estep 
Score: -21651552.000000 Penalty: 6079.930664
	Iteration 31Q: 3 clusters Score -2.165155e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -21652418.000000 Penalty: 6079.930664
	Iteration 32Q: 3 clusters Score -2.165242e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -21653382.000000 Penalty: 6079.930664
	Iteration 33Q: 3 clusters Score -2.165338e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 159569 members 
Entering Unmasked Estep 
Score: -21655002.000000 Penalty: 6079.930664
	Iteration 34Q: 3 clusters Score -2.1655e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 165416 members 
Entering Unmasked Estep 
Score: -21657142.000000 Penalty: 6079.930664
	Iteration 35Q: 3 clusters Score -2.165714e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 172121 members 
Entering Unmasked Estep 
Score: -21660140.000000 Penalty: 6079.930664
	Iteration 36Q: 3 clusters Score -2.166014e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 179475 members 
Entering Unmasked Estep 
Score: -21664210.000000 Penalty: 6079.930664
	Iteration 37Q: 3 clusters Score -2.166421e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 187169 members 
Entering Unmasked Estep 
Score: -21669324.000000 Penalty: 6079.930664
	Iteration 38Q: 3 clusters Score -2.166932e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -21675220.000000 Penalty: 6079.930664
	Iteration 39Q: 3 clusters Score -2.167522e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 201198 members 
Entering Unmasked Estep 
Score: -21680668.000000 Penalty: 6079.930664
	Iteration 40F: 3 clusters Score -2.168067e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 205764 members 
Entering Unmasked Estep 
Score: -21684756.000000 Penalty: 6079.930664
	Iteration 41Q: 3 clusters Score -2.168476e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 208325 members 
Entering Unmasked Estep 
Score: -21686864.000000 Penalty: 6079.930664
	Iteration 42Q: 3 clusters Score -2.168686e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 209483 members 
Entering Unmasked Estep 
Score: -21687848.000000 Penalty: 6079.930664
	Iteration 43Q: 3 clusters Score -2.168785e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 209984 members 
Entering Unmasked Estep 
Score: -21688298.000000 Penalty: 6079.930664
	Iteration 44Q: 3 clusters Score -2.16883e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 210170 members 
Entering Unmasked Estep 
Score: -21688540.000000 Penalty: 6079.930664
	Iteration 45Q: 3 clusters Score -2.168854e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 210237 members 
Entering Unmasked Estep 
Score: -21688646.000000 Penalty: 6079.930664
	Iteration 46Q: 3 clusters Score -2.168865e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 210278 members 
Entering Unmasked Estep 
Score: -21688738.000000 Penalty: 6079.930664
	Iteration 47Q: 3 clusters Score -2.168874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 210296 members 
Entering Unmasked Estep 
Score: -21688766.000000 Penalty: 6079.930664
	Iteration 48Q: 3 clusters Score -2.168877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 210311 members 
Entering Unmasked Estep 
Score: -21688786.000000 Penalty: 6079.930664
	Iteration 49Q: 3 clusters Score -2.168879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 210318 members 
Entering Unmasked Estep 
Score: -21688806.000000 Penalty: 6079.930664
	Iteration 50Q: 3 clusters Score -2.168881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 210326 members 
Entering Unmasked Estep 
Score: -21688814.000000 Penalty: 6079.930664
	Iteration 51Q: 3 clusters Score -2.168881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 210332 members 
Entering Unmasked Estep 
Score: -21688850.000000 Penalty: 6079.930664
	Iteration 52Q: 3 clusters Score -2.168885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 210342 members 
Entering Unmasked Estep 
Score: -21688878.000000 Penalty: 6079.930664
	Iteration 53Q: 3 clusters Score -2.168888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 210348 members 
Entering Unmasked Estep 
Score: -21688874.000000 Penalty: 6079.930664
	Iteration 54Q: 3 clusters Score -2.168887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 210355 members 
Entering Unmasked Estep 
Score: -21688884.000000 Penalty: 6079.930664
	Iteration 55Q: 3 clusters Score -2.168888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 210358 members 
Entering Unmasked Estep 
Score: -21688886.000000 Penalty: 6079.930664
	Iteration 56Q: 3 clusters Score -2.168889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 210357 members 
Entering Unmasked Estep 
Score: -21688878.000000 Penalty: 6079.930664
	Iteration 57Q: 3 clusters Score -2.168888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 210357 members 
Entering Unmasked Estep 
Score: -21688878.000000 Penalty: 6079.930664
	Iteration 58F: 3 clusters Score -2.168888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -290473.562500 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -290473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -287315.656250 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -287315.7 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -287952.906250 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -287952.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288127.968750 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -288128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -288231.375000 Penalty: 3949.185303
	Iteration 3F: 3 clusters Score -288231.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -288298.468750 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -288298.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -288366.937500 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -288366.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288427.312500 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -288427.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -288483.750000 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -288483.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -288545.437500 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -288545.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -288605.906250 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -288605.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -288665.531250 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -288665.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288724.281250 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -288724.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -288784.781250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -288784.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -288841.031250 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -288841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -288872.531250 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -288872.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -288888.156250 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -288888.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -288901.593750 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -288901.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -288915.187500 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -288915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -288922.593750 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -288922.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -288929.968750 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -288930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -288935.906250 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -288935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -288939.281250 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -288939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -288943.937500 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -288943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -288948.500000 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -288948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -288955.875000 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -288955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -288965.937500 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -288965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -288977.843750 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -288977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -288988.875000 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -288988.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -288999.812500 Penalty: 3949.185303
	Iteration 28Q: 3 clusters Score -288999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -289007.562500 Penalty: 3949.185303
	Iteration 29Q: 3 clusters Score -289007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289010.875000 Penalty: 3949.185303
	Iteration 30Q: 3 clusters Score -289010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -289016.875000 Penalty: 3949.185303
	Iteration 31Q: 3 clusters Score -289016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -289024.562500 Penalty: 3949.185303
	Iteration 32Q: 3 clusters Score -289024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -289028.468750 Penalty: 3949.185303
	Iteration 33Q: 3 clusters Score -289028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -289031.312500 Penalty: 3949.185303
	Iteration 34Q: 3 clusters Score -289031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -289035.500000 Penalty: 3949.185303
	Iteration 35Q: 3 clusters Score -289035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -289039.031250 Penalty: 3949.185303
	Iteration 36Q: 3 clusters Score -289039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -289040.437500 Penalty: 3949.185303
	Iteration 37Q: 3 clusters Score -289040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -289041.250000 Penalty: 3949.185303
	Iteration 38Q: 3 clusters Score -289041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -289041.250000 Penalty: 3949.185303
	Iteration 39F: 3 clusters Score -289041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -615651.625000 Penalty: 2161.131348
	Iteration 0F: 2 clusters Score -615651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -610461.250000 Penalty: 4322.262695
	Iteration 0F: 3 clusters Score -610461.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -611787.250000 Penalty: 4322.262695
	Iteration 1F: 3 clusters Score -611787.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -612159.687500 Penalty: 4322.262695
	Iteration 2F: 3 clusters Score -612159.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -612492.125000 Penalty: 4322.262695
	Iteration 3F: 3 clusters Score -612492.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -612787.562500 Penalty: 4322.262695
	Iteration 4F: 3 clusters Score -612787.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -613077.250000 Penalty: 4322.262695
	Iteration 5F: 3 clusters Score -613077.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -613289.062500 Penalty: 4322.262695
	Iteration 6Q: 3 clusters Score -613289.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -613463.750000 Penalty: 4322.262695
	Iteration 7Q: 3 clusters Score -613463.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -613579.062500 Penalty: 4322.262695
	Iteration 8Q: 3 clusters Score -613579.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -613656.125000 Penalty: 4322.262695
	Iteration 9Q: 3 clusters Score -613656.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -613703.375000 Penalty: 4322.262695
	Iteration 10Q: 3 clusters Score -613703.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -613733.625000 Penalty: 4322.262695
	Iteration 11Q: 3 clusters Score -613733.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -613759.250000 Penalty: 4322.262695
	Iteration 12Q: 3 clusters Score -613759.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -613774.812500 Penalty: 4322.262695
	Iteration 13Q: 3 clusters Score -613774.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -613784.812500 Penalty: 4322.262695
	Iteration 14Q: 3 clusters Score -613784.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -613789.062500 Penalty: 4322.262695
	Iteration 15Q: 3 clusters Score -613789.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -613797.562500 Penalty: 4322.262695
	Iteration 16Q: 3 clusters Score -613797.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -613800.250000 Penalty: 4322.262695
	Iteration 17Q: 3 clusters Score -613800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -613802.812500 Penalty: 4322.262695
	Iteration 18Q: 3 clusters Score -613802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -613805.312500 Penalty: 4322.262695
	Iteration 19Q: 3 clusters Score -613805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -613806.375000 Penalty: 4322.262695
	Iteration 20F: 3 clusters Score -613806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -613808.500000 Penalty: 4322.262695
	Iteration 21Q: 3 clusters Score -613808.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -613812.625000 Penalty: 4322.262695
	Iteration 22Q: 3 clusters Score -613812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -613813.937500 Penalty: 4322.262695
	Iteration 23Q: 3 clusters Score -613813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -613814.500000 Penalty: 4322.262695
	Iteration 24Q: 3 clusters Score -613814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -613815.937500 Penalty: 4322.262695
	Iteration 25Q: 3 clusters Score -613815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -613814.937500 Penalty: 4322.262695
	Iteration 26Q: 3 clusters Score -613814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -613814.937500 Penalty: 4322.262695
	Iteration 27F: 3 clusters Score -613814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (71486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Entering Unmasked Estep 
Score: -7299695.500000 Penalty: 2771.959717
	Iteration 0F: 2 clusters Score -7299696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -7251807.000000 Penalty: 5543.919434
	Iteration 0F: 3 clusters Score -7251807 nChanged 33512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7270906.500000 Penalty: 5543.919434
	Iteration 1F: 3 clusters Score -7270906 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -7271690.000000 Penalty: 5543.919434
	Iteration 2Q: 3 clusters Score -7271690 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -7272552.000000 Penalty: 5543.919434
	Iteration 3Q: 3 clusters Score -7272552 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7273766.500000 Penalty: 5543.919434
	Iteration 4Q: 3 clusters Score -7273766 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7275318.500000 Penalty: 5543.919434
	Iteration 5Q: 3 clusters Score -7275318 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -7277443.500000 Penalty: 5543.919434
	Iteration 6Q: 3 clusters Score -7277444 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -7280121.500000 Penalty: 5543.919434
	Iteration 7F: 3 clusters Score -7280122 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -7283143.500000 Penalty: 5543.919434
	Iteration 8F: 3 clusters Score -7283144 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -7285896.500000 Penalty: 5543.919434
	Iteration 9F: 3 clusters Score -7285896 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -7287887.500000 Penalty: 5543.919434
	Iteration 10Q: 3 clusters Score -7287888 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -7289213.000000 Penalty: 5543.919434
	Iteration 11Q: 3 clusters Score -7289213 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -7289959.000000 Penalty: 5543.919434
	Iteration 12Q: 3 clusters Score -7289959 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -7290435.500000 Penalty: 5543.919434
	Iteration 13Q: 3 clusters Score -7290436 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -7290771.500000 Penalty: 5543.919434
	Iteration 14Q: 3 clusters Score -7290772 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7290984.500000 Penalty: 5543.919434
	Iteration 15Q: 3 clusters Score -7290984 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -7291158.500000 Penalty: 5543.919434
	Iteration 16Q: 3 clusters Score -7291158 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7291297.500000 Penalty: 5543.919434
	Iteration 17Q: 3 clusters Score -7291298 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -7291438.000000 Penalty: 5543.919434
	Iteration 18Q: 3 clusters Score -7291438 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -7291531.000000 Penalty: 5543.919434
	Iteration 19Q: 3 clusters Score -7291531 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7291593.500000 Penalty: 5543.919434
	Iteration 20F: 3 clusters Score -7291594 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -7291677.500000 Penalty: 5543.919434
	Iteration 21Q: 3 clusters Score -7291678 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7291743.000000 Penalty: 5543.919434
	Iteration 22Q: 3 clusters Score -7291743 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7291788.000000 Penalty: 5543.919434
	Iteration 23Q: 3 clusters Score -7291788 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -7291844.000000 Penalty: 5543.919434
	Iteration 24Q: 3 clusters Score -7291844 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -7291909.000000 Penalty: 5543.919434
	Iteration 25Q: 3 clusters Score -7291909 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7291991.500000 Penalty: 5543.919434
	Iteration 26Q: 3 clusters Score -7291992 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7292038.500000 Penalty: 5543.919434
	Iteration 27Q: 3 clusters Score -7292038 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -7292153.500000 Penalty: 5543.919434
	Iteration 28Q: 3 clusters Score -7292154 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -7292265.500000 Penalty: 5543.919434
	Iteration 29Q: 3 clusters Score -7292266 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7292375.500000 Penalty: 5543.919434
	Iteration 30Q: 3 clusters Score -7292376 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -7292466.000000 Penalty: 5543.919434
	Iteration 31Q: 3 clusters Score -7292466 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -7292638.000000 Penalty: 5543.919434
	Iteration 32Q: 3 clusters Score -7292638 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -7292860.000000 Penalty: 5543.919434
	Iteration 33Q: 3 clusters Score -7292860 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -7293112.500000 Penalty: 5543.919434
	Iteration 34Q: 3 clusters Score -7293112 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -7293452.000000 Penalty: 5543.919434
	Iteration 35Q: 3 clusters Score -7293452 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -7293892.500000 Penalty: 5543.919434
	Iteration 36Q: 3 clusters Score -7293892 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -7294427.500000 Penalty: 5543.919434
	Iteration 37Q: 3 clusters Score -7294428 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -7294974.000000 Penalty: 5543.919434
	Iteration 38Q: 3 clusters Score -7294974 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -7295525.000000 Penalty: 5543.919434
	Iteration 39Q: 3 clusters Score -7295525 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -7296023.000000 Penalty: 5543.919434
	Iteration 40F: 3 clusters Score -7296023 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -7296445.000000 Penalty: 5543.919434
	Iteration 41Q: 3 clusters Score -7296445 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -7296819.500000 Penalty: 5543.919434
	Iteration 42Q: 3 clusters Score -7296820 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -7297074.000000 Penalty: 5543.919434
	Iteration 43Q: 3 clusters Score -7297074 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -7297204.000000 Penalty: 5543.919434
	Iteration 44Q: 3 clusters Score -7297204 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -7297336.500000 Penalty: 5543.919434
	Iteration 45Q: 3 clusters Score -7297336 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -7297429.000000 Penalty: 5543.919434
	Iteration 46Q: 3 clusters Score -7297429 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -7297503.500000 Penalty: 5543.919434
	Iteration 47Q: 3 clusters Score -7297504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -7297542.500000 Penalty: 5543.919434
	Iteration 48Q: 3 clusters Score -7297542 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -7297594.000000 Penalty: 5543.919434
	Iteration 49Q: 3 clusters Score -7297594 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -7297632.000000 Penalty: 5543.919434
	Iteration 50Q: 3 clusters Score -7297632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -7297660.000000 Penalty: 5543.919434
	Iteration 51Q: 3 clusters Score -7297660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -7297684.000000 Penalty: 5543.919434
	Iteration 52Q: 3 clusters Score -7297684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -7297733.500000 Penalty: 5543.919434
	Iteration 53Q: 3 clusters Score -7297734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -7297757.000000 Penalty: 5543.919434
	Iteration 54Q: 3 clusters Score -7297757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -7297769.000000 Penalty: 5543.919434
	Iteration 55Q: 3 clusters Score -7297769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -7297784.000000 Penalty: 5543.919434
	Iteration 56Q: 3 clusters Score -7297784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -7297798.500000 Penalty: 5543.919434
	Iteration 57Q: 3 clusters Score -7297798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -7297817.500000 Penalty: 5543.919434
	Iteration 58Q: 3 clusters Score -7297818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -7297825.500000 Penalty: 5543.919434
	Iteration 59Q: 3 clusters Score -7297826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -7297825.500000 Penalty: 5543.919434
	Iteration 60F: 3 clusters Score -7297826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -7297832.500000 Penalty: 5543.919434
	Iteration 61Q: 3 clusters Score -7297832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -7297836.000000 Penalty: 5543.919434
	Iteration 62Q: 3 clusters Score -7297836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -7297845.000000 Penalty: 5543.919434
	Iteration 63Q: 3 clusters Score -7297845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -7297854.000000 Penalty: 5543.919434
	Iteration 64Q: 3 clusters Score -7297854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -7297858.000000 Penalty: 5543.919434
	Iteration 65Q: 3 clusters Score -7297858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -7297856.500000 Penalty: 5543.919434
	Iteration 66Q: 3 clusters Score -7297856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -7297854.500000 Penalty: 5543.919434
	Iteration 67Q: 3 clusters Score -7297854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -7297870.000000 Penalty: 5543.919434
	Iteration 68Q: 3 clusters Score -7297870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -7297879.000000 Penalty: 5543.919434
	Iteration 69Q: 3 clusters Score -7297879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -7297870.000000 Penalty: 5543.919434
	Iteration 70Q: 3 clusters Score -7297870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -7297868.000000 Penalty: 5543.919434
	Iteration 71Q: 3 clusters Score -7297868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -7297879.500000 Penalty: 5543.919434
	Iteration 72Q: 3 clusters Score -7297880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -7297889.500000 Penalty: 5543.919434
	Iteration 73Q: 3 clusters Score -7297890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -7297892.500000 Penalty: 5543.919434
	Iteration 74Q: 3 clusters Score -7297892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -7297888.500000 Penalty: 5543.919434
	Iteration 75Q: 3 clusters Score -7297888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -7297891.000000 Penalty: 5543.919434
	Iteration 76Q: 3 clusters Score -7297891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -7297895.500000 Penalty: 5543.919434
	Iteration 77Q: 3 clusters Score -7297896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -7297904.000000 Penalty: 5543.919434
	Iteration 78Q: 3 clusters Score -7297904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -7297909.500000 Penalty: 5543.919434
	Iteration 79Q: 3 clusters Score -7297910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -7297911.500000 Penalty: 5543.919434
	Iteration 80F: 3 clusters Score -7297912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -7297915.000000 Penalty: 5543.919434
	Iteration 81Q: 3 clusters Score -7297915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -7297912.000000 Penalty: 5543.919434
	Iteration 82Q: 3 clusters Score -7297912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -7297912.500000 Penalty: 5543.919434
	Iteration 83Q: 3 clusters Score -7297912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -7297909.000000 Penalty: 5543.919434
	Iteration 84Q: 3 clusters Score -7297909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -7297920.500000 Penalty: 5543.919434
	Iteration 85Q: 3 clusters Score -7297920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -7297921.000000 Penalty: 5543.919434
	Iteration 86Q: 3 clusters Score -7297921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -7297911.500000 Penalty: 5543.919434
	Iteration 87Q: 3 clusters Score -7297912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -7297912.500000 Penalty: 5543.919434
	Iteration 88Q: 3 clusters Score -7297912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -7297912.000000 Penalty: 5543.919434
	Iteration 89Q: 3 clusters Score -7297912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -7297911.500000 Penalty: 5543.919434
	Iteration 90Q: 3 clusters Score -7297912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -7297899.000000 Penalty: 5543.919434
	Iteration 91Q: 3 clusters Score -7297899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -7297910.000000 Penalty: 5543.919434
	Iteration 92Q: 3 clusters Score -7297910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -7297900.000000 Penalty: 5543.919434
	Iteration 93Q: 3 clusters Score -7297900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -7297910.000000 Penalty: 5543.919434
	Iteration 94Q: 3 clusters Score -7297910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -7297907.500000 Penalty: 5543.919434
	Iteration 95Q: 3 clusters Score -7297908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -7297901.500000 Penalty: 5543.919434
	Iteration 96Q: 3 clusters Score -7297902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -7297905.000000 Penalty: 5543.919434
	Iteration 97Q: 3 clusters Score -7297905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -7297910.500000 Penalty: 5543.919434
	Iteration 98Q: 3 clusters Score -7297910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -7297907.000000 Penalty: 5543.919434
	Iteration 99Q: 3 clusters Score -7297907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -7297911.500000 Penalty: 5543.919434
	Iteration 100F: 3 clusters Score -7297912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -7297910.000000 Penalty: 5543.919434
	Iteration 101Q: 3 clusters Score -7297910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -7297907.500000 Penalty: 5543.919434
	Iteration 102Q: 3 clusters Score -7297908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -7297916.000000 Penalty: 5543.919434
	Iteration 103Q: 3 clusters Score -7297916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -7297913.500000 Penalty: 5543.919434
	Iteration 104Q: 3 clusters Score -7297914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -7297913.500000 Penalty: 5543.919434
	Iteration 105Q: 3 clusters Score -7297914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -7297914.500000 Penalty: 5543.919434
	Iteration 106Q: 3 clusters Score -7297914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -7297922.500000 Penalty: 5543.919434
	Iteration 107Q: 3 clusters Score -7297922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -7297923.500000 Penalty: 5543.919434
	Iteration 108Q: 3 clusters Score -7297924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -7297924.500000 Penalty: 5543.919434
	Iteration 109Q: 3 clusters Score -7297924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -7297925.500000 Penalty: 5543.919434
	Iteration 110Q: 3 clusters Score -7297926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -7297929.500000 Penalty: 5543.919434
	Iteration 111Q: 3 clusters Score -7297930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -7297924.500000 Penalty: 5543.919434
	Iteration 112Q: 3 clusters Score -7297924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -7297927.000000 Penalty: 5543.919434
	Iteration 113Q: 3 clusters Score -7297927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -7297935.000000 Penalty: 5543.919434
	Iteration 114Q: 3 clusters Score -7297935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -7297932.500000 Penalty: 5543.919434
	Iteration 115Q: 3 clusters Score -7297932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -7297932.000000 Penalty: 5543.919434
	Iteration 116Q: 3 clusters Score -7297932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -7297938.000000 Penalty: 5543.919434
	Iteration 117Q: 3 clusters Score -7297938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -7297932.500000 Penalty: 5543.919434
	Iteration 118Q: 3 clusters Score -7297932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -7297932.000000 Penalty: 5543.919434
	Iteration 119Q: 3 clusters Score -7297932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -7297932.000000 Penalty: 5543.919434
	Iteration 120F: 3 clusters Score -7297932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (88322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Entering Unmasked Estep 
Score: -9008996.000000 Penalty: 2824.408691
	Iteration 0F: 2 clusters Score -9008996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8949899.000000 Penalty: 5648.817383
	Iteration 0F: 3 clusters Score -8949899 nChanged 41411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8973127.000000 Penalty: 5648.817383
	Iteration 1F: 3 clusters Score -8973127 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8973970.000000 Penalty: 5648.817383
	Iteration 2Q: 3 clusters Score -8973970 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -8974867.000000 Penalty: 5648.817383
	Iteration 3Q: 3 clusters Score -8974867 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8975894.000000 Penalty: 5648.817383
	Iteration 4Q: 3 clusters Score -8975894 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -8977318.000000 Penalty: 5648.817383
	Iteration 5Q: 3 clusters Score -8977318 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -8979256.000000 Penalty: 5648.817383
	Iteration 6Q: 3 clusters Score -8979256 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -8981492.000000 Penalty: 5648.817383
	Iteration 7F: 3 clusters Score -8981492 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -8983937.000000 Penalty: 5648.817383
	Iteration 8F: 3 clusters Score -8983937 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -8986632.000000 Penalty: 5648.817383
	Iteration 9F: 3 clusters Score -8986632 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -8989170.000000 Penalty: 5648.817383
	Iteration 10F: 3 clusters Score -8989170 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -8991756.000000 Penalty: 5648.817383
	Iteration 11Q: 3 clusters Score -8991756 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8994134.000000 Penalty: 5648.817383
	Iteration 12Q: 3 clusters Score -8994134 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -8996437.000000 Penalty: 5648.817383
	Iteration 13Q: 3 clusters Score -8996437 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -8998381.000000 Penalty: 5648.817383
	Iteration 14Q: 3 clusters Score -8998381 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -9000123.000000 Penalty: 5648.817383
	Iteration 15Q: 3 clusters Score -9000123 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -9001655.000000 Penalty: 5648.817383
	Iteration 16Q: 3 clusters Score -9001655 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -9002885.000000 Penalty: 5648.817383
	Iteration 17Q: 3 clusters Score -9002885 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -9003808.000000 Penalty: 5648.817383
	Iteration 18Q: 3 clusters Score -9003808 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -9004590.000000 Penalty: 5648.817383
	Iteration 19Q: 3 clusters Score -9004590 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -9005165.000000 Penalty: 5648.817383
	Iteration 20F: 3 clusters Score -9005165 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -9005521.000000 Penalty: 5648.817383
	Iteration 21Q: 3 clusters Score -9005521 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -9005773.000000 Penalty: 5648.817383
	Iteration 22Q: 3 clusters Score -9005773 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -9005990.000000 Penalty: 5648.817383
	Iteration 23Q: 3 clusters Score -9005990 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -9006188.000000 Penalty: 5648.817383
	Iteration 24Q: 3 clusters Score -9006188 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -9006292.000000 Penalty: 5648.817383
	Iteration 25Q: 3 clusters Score -9006292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -9006383.000000 Penalty: 5648.817383
	Iteration 26Q: 3 clusters Score -9006383 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -9006463.000000 Penalty: 5648.817383
	Iteration 27Q: 3 clusters Score -9006463 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -9006511.000000 Penalty: 5648.817383
	Iteration 28Q: 3 clusters Score -9006511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -9006571.000000 Penalty: 5648.817383
	Iteration 29Q: 3 clusters Score -9006571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -9006608.000000 Penalty: 5648.817383
	Iteration 30Q: 3 clusters Score -9006608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -9006641.000000 Penalty: 5648.817383
	Iteration 31Q: 3 clusters Score -9006641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -9006659.000000 Penalty: 5648.817383
	Iteration 32Q: 3 clusters Score -9006659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -9006668.000000 Penalty: 5648.817383
	Iteration 33Q: 3 clusters Score -9006668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -9006694.000000 Penalty: 5648.817383
	Iteration 34Q: 3 clusters Score -9006694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -9006708.000000 Penalty: 5648.817383
	Iteration 35Q: 3 clusters Score -9006708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -9006716.000000 Penalty: 5648.817383
	Iteration 36Q: 3 clusters Score -9006716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -9006716.000000 Penalty: 5648.817383
	Iteration 37Q: 3 clusters Score -9006716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -9006714.000000 Penalty: 5648.817383
	Iteration 38Q: 3 clusters Score -9006714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -9006720.000000 Penalty: 5648.817383
	Iteration 39Q: 3 clusters Score -9006720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -9006730.000000 Penalty: 5648.817383
	Iteration 40F: 3 clusters Score -9006730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -9006734.000000 Penalty: 5648.817383
	Iteration 41Q: 3 clusters Score -9006734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -9006738.000000 Penalty: 5648.817383
	Iteration 42Q: 3 clusters Score -9006738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -9006751.000000 Penalty: 5648.817383
	Iteration 43Q: 3 clusters Score -9006751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -9006752.000000 Penalty: 5648.817383
	Iteration 44Q: 3 clusters Score -9006752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -9006750.000000 Penalty: 5648.817383
	Iteration 45Q: 3 clusters Score -9006750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -9006751.000000 Penalty: 5648.817383
	Iteration 46Q: 3 clusters Score -9006751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -9006748.000000 Penalty: 5648.817383
	Iteration 47Q: 3 clusters Score -9006748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -9006756.000000 Penalty: 5648.817383
	Iteration 48Q: 3 clusters Score -9006756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -9006754.000000 Penalty: 5648.817383
	Iteration 49Q: 3 clusters Score -9006754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -9006754.000000 Penalty: 5648.817383
	Iteration 50F: 3 clusters Score -9006754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (18142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Entering Unmasked Estep 
Score: -1700088.750000 Penalty: 2431.884277
	Iteration 0F: 2 clusters Score -1700089 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 9060 members 
Entering Unmasked Estep 
Score: -1687223.875000 Penalty: 4863.768555
	Iteration 0F: 3 clusters Score -1687224 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1691558.125000 Penalty: 4863.768555
	Iteration 1F: 3 clusters Score -1691558 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1692012.500000 Penalty: 4863.768555
	Iteration 2F: 3 clusters Score -1692012 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1692382.625000 Penalty: 4863.768555
	Iteration 3Q: 3 clusters Score -1692383 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1692754.125000 Penalty: 4863.768555
	Iteration 4Q: 3 clusters Score -1692754 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1693129.125000 Penalty: 4863.768555
	Iteration 5Q: 3 clusters Score -1693129 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1693514.500000 Penalty: 4863.768555
	Iteration 6Q: 3 clusters Score -1693514 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1693912.750000 Penalty: 4863.768555
	Iteration 7Q: 3 clusters Score -1693913 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1694290.625000 Penalty: 4863.768555
	Iteration 8Q: 3 clusters Score -1694291 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1694642.625000 Penalty: 4863.768555
	Iteration 9Q: 3 clusters Score -1694643 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1694952.375000 Penalty: 4863.768555
	Iteration 10Q: 3 clusters Score -1694952 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1695226.375000 Penalty: 4863.768555
	Iteration 11Q: 3 clusters Score -1695226 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1695472.125000 Penalty: 4863.768555
	Iteration 12Q: 3 clusters Score -1695472 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1695666.625000 Penalty: 4863.768555
	Iteration 13Q: 3 clusters Score -1695667 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1695818.000000 Penalty: 4863.768555
	Iteration 14Q: 3 clusters Score -1695818 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1695955.500000 Penalty: 4863.768555
	Iteration 15Q: 3 clusters Score -1695956 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1696068.500000 Penalty: 4863.768555
	Iteration 16Q: 3 clusters Score -1696068 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1696188.250000 Penalty: 4863.768555
	Iteration 17Q: 3 clusters Score -1696188 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1696291.250000 Penalty: 4863.768555
	Iteration 18Q: 3 clusters Score -1696291 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1696408.125000 Penalty: 4863.768555
	Iteration 19Q: 3 clusters Score -1696408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1696529.000000 Penalty: 4863.768555
	Iteration 20F: 3 clusters Score -1696529 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1696658.125000 Penalty: 4863.768555
	Iteration 21Q: 3 clusters Score -1696658 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1696748.500000 Penalty: 4863.768555
	Iteration 22Q: 3 clusters Score -1696748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1696841.500000 Penalty: 4863.768555
	Iteration 23Q: 3 clusters Score -1696842 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1696923.000000 Penalty: 4863.768555
	Iteration 24Q: 3 clusters Score -1696923 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1697012.125000 Penalty: 4863.768555
	Iteration 25Q: 3 clusters Score -1697012 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1697096.750000 Penalty: 4863.768555
	Iteration 26Q: 3 clusters Score -1697097 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1697184.750000 Penalty: 4863.768555
	Iteration 27Q: 3 clusters Score -1697185 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1697261.625000 Penalty: 4863.768555
	Iteration 28Q: 3 clusters Score -1697262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1697334.125000 Penalty: 4863.768555
	Iteration 29Q: 3 clusters Score -1697334 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1697397.250000 Penalty: 4863.768555
	Iteration 30Q: 3 clusters Score -1697397 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1697475.125000 Penalty: 4863.768555
	Iteration 31Q: 3 clusters Score -1697475 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1697553.625000 Penalty: 4863.768555
	Iteration 32Q: 3 clusters Score -1697554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1697643.500000 Penalty: 4863.768555
	Iteration 33Q: 3 clusters Score -1697644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1697731.750000 Penalty: 4863.768555
	Iteration 34Q: 3 clusters Score -1697732 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1697827.125000 Penalty: 4863.768555
	Iteration 35Q: 3 clusters Score -1697827 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1697900.000000 Penalty: 4863.768555
	Iteration 36Q: 3 clusters Score -1697900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1697966.500000 Penalty: 4863.768555
	Iteration 37Q: 3 clusters Score -1697966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1698020.500000 Penalty: 4863.768555
	Iteration 38Q: 3 clusters Score -1698020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1698070.875000 Penalty: 4863.768555
	Iteration 39Q: 3 clusters Score -1698071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1698125.625000 Penalty: 4863.768555
	Iteration 40F: 3 clusters Score -1698126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1698183.625000 Penalty: 4863.768555
	Iteration 41Q: 3 clusters Score -1698184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1698225.750000 Penalty: 4863.768555
	Iteration 42Q: 3 clusters Score -1698226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1698256.000000 Penalty: 4863.768555
	Iteration 43Q: 3 clusters Score -1698256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1698280.375000 Penalty: 4863.768555
	Iteration 44Q: 3 clusters Score -1698280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1698299.750000 Penalty: 4863.768555
	Iteration 45Q: 3 clusters Score -1698300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1698309.000000 Penalty: 4863.768555
	Iteration 46Q: 3 clusters Score -1698309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1698319.625000 Penalty: 4863.768555
	Iteration 47Q: 3 clusters Score -1698320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1698339.625000 Penalty: 4863.768555
	Iteration 48Q: 3 clusters Score -1698340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1698354.875000 Penalty: 4863.768555
	Iteration 49Q: 3 clusters Score -1698355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1698366.000000 Penalty: 4863.768555
	Iteration 50Q: 3 clusters Score -1698366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1698377.500000 Penalty: 4863.768555
	Iteration 51Q: 3 clusters Score -1698378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1698404.125000 Penalty: 4863.768555
	Iteration 52Q: 3 clusters Score -1698404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1698418.000000 Penalty: 4863.768555
	Iteration 53Q: 3 clusters Score -1698418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1698433.875000 Penalty: 4863.768555
	Iteration 54Q: 3 clusters Score -1698434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1698448.000000 Penalty: 4863.768555
	Iteration 55Q: 3 clusters Score -1698448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1698462.875000 Penalty: 4863.768555
	Iteration 56Q: 3 clusters Score -1698463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1698471.625000 Penalty: 4863.768555
	Iteration 57Q: 3 clusters Score -1698472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1698476.375000 Penalty: 4863.768555
	Iteration 58Q: 3 clusters Score -1698476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1698481.750000 Penalty: 4863.768555
	Iteration 59Q: 3 clusters Score -1698482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1698480.250000 Penalty: 4863.768555
	Iteration 60F: 3 clusters Score -1698480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1698485.250000 Penalty: 4863.768555
	Iteration 61Q: 3 clusters Score -1698485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1698487.625000 Penalty: 4863.768555
	Iteration 62Q: 3 clusters Score -1698488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1698495.000000 Penalty: 4863.768555
	Iteration 63Q: 3 clusters Score -1698495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1698497.750000 Penalty: 4863.768555
	Iteration 64Q: 3 clusters Score -1698498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1698501.750000 Penalty: 4863.768555
	Iteration 65Q: 3 clusters Score -1698502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1698501.625000 Penalty: 4863.768555
	Iteration 66Q: 3 clusters Score -1698502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1698504.500000 Penalty: 4863.768555
	Iteration 67Q: 3 clusters Score -1698504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1698506.375000 Penalty: 4863.768555
	Iteration 68Q: 3 clusters Score -1698506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1698508.000000 Penalty: 4863.768555
	Iteration 69Q: 3 clusters Score -1698508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1698511.000000 Penalty: 4863.768555
	Iteration 70Q: 3 clusters Score -1698511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1698510.125000 Penalty: 4863.768555
	Iteration 71Q: 3 clusters Score -1698510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1698509.500000 Penalty: 4863.768555
	Iteration 72Q: 3 clusters Score -1698510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1698513.875000 Penalty: 4863.768555
	Iteration 73Q: 3 clusters Score -1698514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1698511.500000 Penalty: 4863.768555
	Iteration 74Q: 3 clusters Score -1698512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1698509.875000 Penalty: 4863.768555
	Iteration 75Q: 3 clusters Score -1698510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1698512.625000 Penalty: 4863.768555
	Iteration 76Q: 3 clusters Score -1698513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1698512.625000 Penalty: 4863.768555
	Iteration 77F: 3 clusters Score -1698513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -258160.203125 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -258160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255221.968750 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -255222 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -255804.765625 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -255804.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -255977.984375 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -255978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -256083.703125 Penalty: 3893.071045
	Iteration 3Q: 3 clusters Score -256083.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -256188.265625 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -256188.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -256271.171875 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -256271.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256357.546875 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -256357.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -256432.359375 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -256432.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -256488.578125 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -256488.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -256548.250000 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -256548.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -256587.515625 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -256587.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256615.375000 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -256615.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -256639.890625 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -256639.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -256655.515625 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -256655.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -256665.625000 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -256665.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -256676.062500 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -256676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -256682.484375 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -256682.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -256689.125000 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -256689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -256694.343750 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -256694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -256696.859375 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -256696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -256699.578125 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -256699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -256702.125000 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -256702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -256704.609375 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -256704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -256704.843750 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -256704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -256705.296875 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -256705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -256705.968750 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -256706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -256705.968750 Penalty: 3893.071045
	Iteration 26F: 3 clusters Score -256706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -400713.093750 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -400713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -396670.687500 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -396670.7 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -397748.000000 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -397748 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -398125.093750 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -398125.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -398411.218750 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -398411.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -398629.937500 Penalty: 4139.699219
	Iteration 4F: 3 clusters Score -398629.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -398789.500000 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -398789.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -398877.250000 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -398877.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -398939.281250 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -398939.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -398991.156250 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -398991.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -399023.156250 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -399023.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -399046.406250 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -399046.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -399060.843750 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -399060.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -399074.093750 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -399074.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -399085.875000 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -399085.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -399095.312500 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -399095.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399102.187500 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -399102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -399110.250000 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -399110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -399112.468750 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -399112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -399112.843750 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -399112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -399112.875000 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -399112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -399112.875000 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -399112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -155946.390625 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -155946.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153610.687500 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -153610.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -154032.203125 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -154032.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154152.750000 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -154152.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154214.031250 Penalty: 3654.383545
	Iteration 3Q: 3 clusters Score -154214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154259.000000 Penalty: 3654.383545
	Iteration 4Q: 3 clusters Score -154259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154300.000000 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -154300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154332.484375 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -154332.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154359.781250 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -154359.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154384.171875 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -154384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154409.515625 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -154409.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154423.968750 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -154424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -154442.609375 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -154442.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154456.593750 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -154456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154462.265625 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -154462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154469.515625 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -154469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154473.281250 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -154473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154475.296875 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -154475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154476.125000 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -154476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154479.765625 Penalty: 3654.383545
	Iteration 18Q: 3 clusters Score -154479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154482.734375 Penalty: 3654.383545
	Iteration 19Q: 3 clusters Score -154482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154484.187500 Penalty: 3654.383545
	Iteration 20F: 3 clusters Score -154484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154485.734375 Penalty: 3654.383545
	Iteration 21Q: 3 clusters Score -154485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154486.593750 Penalty: 3654.383545
	Iteration 22Q: 3 clusters Score -154486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154488.234375 Penalty: 3654.383545
	Iteration 23Q: 3 clusters Score -154488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154488.234375 Penalty: 3654.383545
	Iteration 24F: 3 clusters Score -154488.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (26981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Entering Unmasked Estep 
Score: -2718634.000000 Penalty: 2530.316406
	Iteration 0F: 2 clusters Score -2718634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2700150.000000 Penalty: 5060.632812
	Iteration 0F: 3 clusters Score -2700150 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2706444.500000 Penalty: 5060.632812
	Iteration 1F: 3 clusters Score -2706444 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2706815.500000 Penalty: 5060.632812
	Iteration 2Q: 3 clusters Score -2706816 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2707104.250000 Penalty: 5060.632812
	Iteration 3Q: 3 clusters Score -2707104 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2707356.500000 Penalty: 5060.632812
	Iteration 4Q: 3 clusters Score -2707356 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2707546.750000 Penalty: 5060.632812
	Iteration 5Q: 3 clusters Score -2707547 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2707733.250000 Penalty: 5060.632812
	Iteration 6Q: 3 clusters Score -2707733 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2707892.250000 Penalty: 5060.632812
	Iteration 7Q: 3 clusters Score -2707892 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2708044.500000 Penalty: 5060.632812
	Iteration 8Q: 3 clusters Score -2708044 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2708192.000000 Penalty: 5060.632812
	Iteration 9Q: 3 clusters Score -2708192 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2708359.000000 Penalty: 5060.632812
	Iteration 10Q: 3 clusters Score -2708359 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2708518.750000 Penalty: 5060.632812
	Iteration 11Q: 3 clusters Score -2708519 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2708671.500000 Penalty: 5060.632812
	Iteration 12Q: 3 clusters Score -2708672 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2708880.750000 Penalty: 5060.632812
	Iteration 13Q: 3 clusters Score -2708881 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2709133.000000 Penalty: 5060.632812
	Iteration 14Q: 3 clusters Score -2709133 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2709452.500000 Penalty: 5060.632812
	Iteration 15Q: 3 clusters Score -2709452 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2709874.000000 Penalty: 5060.632812
	Iteration 16Q: 3 clusters Score -2709874 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2710411.250000 Penalty: 5060.632812
	Iteration 17Q: 3 clusters Score -2710411 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2711018.750000 Penalty: 5060.632812
	Iteration 18Q: 3 clusters Score -2711019 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2711640.750000 Penalty: 5060.632812
	Iteration 19Q: 3 clusters Score -2711641 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2712204.500000 Penalty: 5060.632812
	Iteration 20F: 3 clusters Score -2712204 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2712609.250000 Penalty: 5060.632812
	Iteration 21Q: 3 clusters Score -2712609 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2712885.500000 Penalty: 5060.632812
	Iteration 22Q: 3 clusters Score -2712886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2713073.500000 Penalty: 5060.632812
	Iteration 23Q: 3 clusters Score -2713074 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2713219.500000 Penalty: 5060.632812
	Iteration 24Q: 3 clusters Score -2713220 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2713373.500000 Penalty: 5060.632812
	Iteration 25Q: 3 clusters Score -2713374 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2713492.750000 Penalty: 5060.632812
	Iteration 26Q: 3 clusters Score -2713493 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2713620.500000 Penalty: 5060.632812
	Iteration 27Q: 3 clusters Score -2713620 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2713755.000000 Penalty: 5060.632812
	Iteration 28Q: 3 clusters Score -2713755 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2713909.500000 Penalty: 5060.632812
	Iteration 29Q: 3 clusters Score -2713910 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2714077.500000 Penalty: 5060.632812
	Iteration 30Q: 3 clusters Score -2714078 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2714201.500000 Penalty: 5060.632812
	Iteration 31Q: 3 clusters Score -2714202 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2714348.500000 Penalty: 5060.632812
	Iteration 32Q: 3 clusters Score -2714348 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2714483.500000 Penalty: 5060.632812
	Iteration 33Q: 3 clusters Score -2714484 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2714592.750000 Penalty: 5060.632812
	Iteration 34Q: 3 clusters Score -2714593 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2714693.250000 Penalty: 5060.632812
	Iteration 35Q: 3 clusters Score -2714693 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2714779.750000 Penalty: 5060.632812
	Iteration 36Q: 3 clusters Score -2714780 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2714859.500000 Penalty: 5060.632812
	Iteration 37Q: 3 clusters Score -2714860 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2714949.250000 Penalty: 5060.632812
	Iteration 38Q: 3 clusters Score -2714949 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2715018.750000 Penalty: 5060.632812
	Iteration 39Q: 3 clusters Score -2715019 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2715091.750000 Penalty: 5060.632812
	Iteration 40F: 3 clusters Score -2715092 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2715140.750000 Penalty: 5060.632812
	Iteration 41Q: 3 clusters Score -2715141 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2715204.250000 Penalty: 5060.632812
	Iteration 42Q: 3 clusters Score -2715204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2715279.000000 Penalty: 5060.632812
	Iteration 43Q: 3 clusters Score -2715279 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2715338.250000 Penalty: 5060.632812
	Iteration 44Q: 3 clusters Score -2715338 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2715388.500000 Penalty: 5060.632812
	Iteration 45Q: 3 clusters Score -2715388 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2715446.750000 Penalty: 5060.632812
	Iteration 46Q: 3 clusters Score -2715447 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2715475.250000 Penalty: 5060.632812
	Iteration 47Q: 3 clusters Score -2715475 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2715535.750000 Penalty: 5060.632812
	Iteration 48Q: 3 clusters Score -2715536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2715581.250000 Penalty: 5060.632812
	Iteration 49Q: 3 clusters Score -2715581 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2715633.750000 Penalty: 5060.632812
	Iteration 50Q: 3 clusters Score -2715634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2715687.750000 Penalty: 5060.632812
	Iteration 51Q: 3 clusters Score -2715688 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2715742.000000 Penalty: 5060.632812
	Iteration 52Q: 3 clusters Score -2715742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2715790.500000 Penalty: 5060.632812
	Iteration 53Q: 3 clusters Score -2715790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2715834.000000 Penalty: 5060.632812
	Iteration 54Q: 3 clusters Score -2715834 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2715880.750000 Penalty: 5060.632812
	Iteration 55Q: 3 clusters Score -2715881 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2715953.000000 Penalty: 5060.632812
	Iteration 56Q: 3 clusters Score -2715953 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2716017.750000 Penalty: 5060.632812
	Iteration 57Q: 3 clusters Score -2716018 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2716086.000000 Penalty: 5060.632812
	Iteration 58Q: 3 clusters Score -2716086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2716119.250000 Penalty: 5060.632812
	Iteration 59Q: 3 clusters Score -2716119 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2716177.000000 Penalty: 5060.632812
	Iteration 60F: 3 clusters Score -2716177 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2716225.500000 Penalty: 5060.632812
	Iteration 61Q: 3 clusters Score -2716226 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2716282.500000 Penalty: 5060.632812
	Iteration 62Q: 3 clusters Score -2716282 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2716353.500000 Penalty: 5060.632812
	Iteration 63Q: 3 clusters Score -2716354 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2716425.250000 Penalty: 5060.632812
	Iteration 64Q: 3 clusters Score -2716425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2716515.000000 Penalty: 5060.632812
	Iteration 65Q: 3 clusters Score -2716515 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2716601.250000 Penalty: 5060.632812
	Iteration 66Q: 3 clusters Score -2716601 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2716686.500000 Penalty: 5060.632812
	Iteration 67Q: 3 clusters Score -2716686 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2716763.500000 Penalty: 5060.632812
	Iteration 68Q: 3 clusters Score -2716764 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2716843.000000 Penalty: 5060.632812
	Iteration 69Q: 3 clusters Score -2716843 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2716947.750000 Penalty: 5060.632812
	Iteration 70Q: 3 clusters Score -2716948 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2717045.250000 Penalty: 5060.632812
	Iteration 71Q: 3 clusters Score -2717045 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2717144.000000 Penalty: 5060.632812
	Iteration 72Q: 3 clusters Score -2717144 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2717216.500000 Penalty: 5060.632812
	Iteration 73Q: 3 clusters Score -2717216 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2717285.250000 Penalty: 5060.632812
	Iteration 74Q: 3 clusters Score -2717285 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2717351.500000 Penalty: 5060.632812
	Iteration 75Q: 3 clusters Score -2717352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2717420.000000 Penalty: 5060.632812
	Iteration 76Q: 3 clusters Score -2717420 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2717482.750000 Penalty: 5060.632812
	Iteration 77Q: 3 clusters Score -2717483 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2717531.750000 Penalty: 5060.632812
	Iteration 78Q: 3 clusters Score -2717532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2717580.250000 Penalty: 5060.632812
	Iteration 79Q: 3 clusters Score -2717580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2717602.500000 Penalty: 5060.632812
	Iteration 80F: 3 clusters Score -2717602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2717617.250000 Penalty: 5060.632812
	Iteration 81Q: 3 clusters Score -2717617 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2717629.000000 Penalty: 5060.632812
	Iteration 82Q: 3 clusters Score -2717629 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2717644.000000 Penalty: 5060.632812
	Iteration 83Q: 3 clusters Score -2717644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2717661.750000 Penalty: 5060.632812
	Iteration 84Q: 3 clusters Score -2717662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2717677.250000 Penalty: 5060.632812
	Iteration 85Q: 3 clusters Score -2717677 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2717694.250000 Penalty: 5060.632812
	Iteration 86Q: 3 clusters Score -2717694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2717699.000000 Penalty: 5060.632812
	Iteration 87Q: 3 clusters Score -2717699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2717705.750000 Penalty: 5060.632812
	Iteration 88Q: 3 clusters Score -2717706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2717714.250000 Penalty: 5060.632812
	Iteration 89Q: 3 clusters Score -2717714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2717725.000000 Penalty: 5060.632812
	Iteration 90Q: 3 clusters Score -2717725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2717734.000000 Penalty: 5060.632812
	Iteration 91Q: 3 clusters Score -2717734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2717735.000000 Penalty: 5060.632812
	Iteration 92Q: 3 clusters Score -2717735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2717749.250000 Penalty: 5060.632812
	Iteration 93Q: 3 clusters Score -2717749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2717762.000000 Penalty: 5060.632812
	Iteration 94Q: 3 clusters Score -2717762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2717757.500000 Penalty: 5060.632812
	Iteration 95Q: 3 clusters Score -2717758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2717759.250000 Penalty: 5060.632812
	Iteration 96Q: 3 clusters Score -2717759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2717759.750000 Penalty: 5060.632812
	Iteration 97Q: 3 clusters Score -2717760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2717768.500000 Penalty: 5060.632812
	Iteration 98Q: 3 clusters Score -2717768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2717780.250000 Penalty: 5060.632812
	Iteration 99Q: 3 clusters Score -2717780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2717770.500000 Penalty: 5060.632812
	Iteration 100F: 3 clusters Score -2717770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2717773.250000 Penalty: 5060.632812
	Iteration 101Q: 3 clusters Score -2717773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2717771.750000 Penalty: 5060.632812
	Iteration 102Q: 3 clusters Score -2717772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2717780.250000 Penalty: 5060.632812
	Iteration 103Q: 3 clusters Score -2717780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2717780.500000 Penalty: 5060.632812
	Iteration 104Q: 3 clusters Score -2717780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2717777.000000 Penalty: 5060.632812
	Iteration 105Q: 3 clusters Score -2717777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2717776.500000 Penalty: 5060.632812
	Iteration 106Q: 3 clusters Score -2717776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2717775.000000 Penalty: 5060.632812
	Iteration 107Q: 3 clusters Score -2717775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2717777.500000 Penalty: 5060.632812
	Iteration 108Q: 3 clusters Score -2717778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2717782.250000 Penalty: 5060.632812
	Iteration 109Q: 3 clusters Score -2717782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2717784.250000 Penalty: 5060.632812
	Iteration 110Q: 3 clusters Score -2717784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2717784.750000 Penalty: 5060.632812
	Iteration 111Q: 3 clusters Score -2717785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2717786.000000 Penalty: 5060.632812
	Iteration 112Q: 3 clusters Score -2717786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2717787.500000 Penalty: 5060.632812
	Iteration 113Q: 3 clusters Score -2717788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2717787.500000 Penalty: 5060.632812
	Iteration 114Q: 3 clusters Score -2717788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2717787.250000 Penalty: 5060.632812
	Iteration 115Q: 3 clusters Score -2717787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2717785.750000 Penalty: 5060.632812
	Iteration 116Q: 3 clusters Score -2717786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2717786.250000 Penalty: 5060.632812
	Iteration 117Q: 3 clusters Score -2717786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2717787.250000 Penalty: 5060.632812
	Iteration 118Q: 3 clusters Score -2717787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2717788.500000 Penalty: 5060.632812
	Iteration 119Q: 3 clusters Score -2717788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2717788.500000 Penalty: 5060.632812
	Iteration 120F: 3 clusters Score -2717788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (22202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Entering Unmasked Estep 
Score: -2058798.000000 Penalty: 2481.968506
	Iteration 0F: 2 clusters Score -2058798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2043436.625000 Penalty: 4963.937012
	Iteration 0F: 3 clusters Score -2043437 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2048898.375000 Penalty: 4963.937012
	Iteration 1F: 3 clusters Score -2048898 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2049700.750000 Penalty: 4963.937012
	Iteration 2F: 3 clusters Score -2049701 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2050639.500000 Penalty: 4963.937012
	Iteration 3F: 3 clusters Score -2050640 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2051711.625000 Penalty: 4963.937012
	Iteration 4F: 3 clusters Score -2051712 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2052736.000000 Penalty: 4963.937012
	Iteration 5F: 3 clusters Score -2052736 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2053690.375000 Penalty: 4963.937012
	Iteration 6F: 3 clusters Score -2053690 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2054555.500000 Penalty: 4963.937012
	Iteration 7F: 3 clusters Score -2054556 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2055212.000000 Penalty: 4963.937012
	Iteration 8Q: 3 clusters Score -2055212 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2055605.250000 Penalty: 4963.937012
	Iteration 9Q: 3 clusters Score -2055605 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2055846.750000 Penalty: 4963.937012
	Iteration 10Q: 3 clusters Score -2055847 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2056013.125000 Penalty: 4963.937012
	Iteration 11Q: 3 clusters Score -2056013 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2056156.000000 Penalty: 4963.937012
	Iteration 12Q: 3 clusters Score -2056156 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2056294.000000 Penalty: 4963.937012
	Iteration 13Q: 3 clusters Score -2056294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2056434.375000 Penalty: 4963.937012
	Iteration 14Q: 3 clusters Score -2056434 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2056592.375000 Penalty: 4963.937012
	Iteration 15Q: 3 clusters Score -2056592 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2056789.375000 Penalty: 4963.937012
	Iteration 16Q: 3 clusters Score -2056789 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2057015.375000 Penalty: 4963.937012
	Iteration 17Q: 3 clusters Score -2057015 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2057273.875000 Penalty: 4963.937012
	Iteration 18Q: 3 clusters Score -2057274 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2057567.125000 Penalty: 4963.937012
	Iteration 19Q: 3 clusters Score -2057567 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2057806.250000 Penalty: 4963.937012
	Iteration 20F: 3 clusters Score -2057806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2058020.750000 Penalty: 4963.937012
	Iteration 21Q: 3 clusters Score -2058021 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2058177.500000 Penalty: 4963.937012
	Iteration 22Q: 3 clusters Score -2058178 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2058283.875000 Penalty: 4963.937012
	Iteration 23Q: 3 clusters Score -2058284 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2058358.250000 Penalty: 4963.937012
	Iteration 24Q: 3 clusters Score -2058358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2058409.375000 Penalty: 4963.937012
	Iteration 25Q: 3 clusters Score -2058409 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2058451.625000 Penalty: 4963.937012
	Iteration 26Q: 3 clusters Score -2058452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2058486.750000 Penalty: 4963.937012
	Iteration 27Q: 3 clusters Score -2058487 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2058514.125000 Penalty: 4963.937012
	Iteration 28Q: 3 clusters Score -2058514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2058544.250000 Penalty: 4963.937012
	Iteration 29Q: 3 clusters Score -2058544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2058566.750000 Penalty: 4963.937012
	Iteration 30Q: 3 clusters Score -2058567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2058578.250000 Penalty: 4963.937012
	Iteration 31Q: 3 clusters Score -2058578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2058591.125000 Penalty: 4963.937012
	Iteration 32Q: 3 clusters Score -2058591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2058602.125000 Penalty: 4963.937012
	Iteration 33Q: 3 clusters Score -2058602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2058601.625000 Penalty: 4963.937012
	Iteration 34Q: 3 clusters Score -2058602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2058606.625000 Penalty: 4963.937012
	Iteration 35Q: 3 clusters Score -2058607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2058614.125000 Penalty: 4963.937012
	Iteration 36Q: 3 clusters Score -2058614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2058615.625000 Penalty: 4963.937012
	Iteration 37Q: 3 clusters Score -2058616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2058615.250000 Penalty: 4963.937012
	Iteration 38Q: 3 clusters Score -2058615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2058615.625000 Penalty: 4963.937012
	Iteration 39Q: 3 clusters Score -2058616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2058619.875000 Penalty: 4963.937012
	Iteration 40F: 3 clusters Score -2058620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2058621.750000 Penalty: 4963.937012
	Iteration 41Q: 3 clusters Score -2058622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2058617.250000 Penalty: 4963.937012
	Iteration 42Q: 3 clusters Score -2058617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2058624.250000 Penalty: 4963.937012
	Iteration 43Q: 3 clusters Score -2058624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2058626.125000 Penalty: 4963.937012
	Iteration 44Q: 3 clusters Score -2058626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2058621.000000 Penalty: 4963.937012
	Iteration 45Q: 3 clusters Score -2058621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2058625.250000 Penalty: 4963.937012
	Iteration 46Q: 3 clusters Score -2058625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2058625.625000 Penalty: 4963.937012
	Iteration 47Q: 3 clusters Score -2058626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2058627.750000 Penalty: 4963.937012
	Iteration 48Q: 3 clusters Score -2058628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2058626.875000 Penalty: 4963.937012
	Iteration 49Q: 3 clusters Score -2058627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2058627.875000 Penalty: 4963.937012
	Iteration 50Q: 3 clusters Score -2058628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2058630.250000 Penalty: 4963.937012
	Iteration 51Q: 3 clusters Score -2058630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2058630.875000 Penalty: 4963.937012
	Iteration 52Q: 3 clusters Score -2058631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2058630.875000 Penalty: 4963.937012
	Iteration 53Q: 3 clusters Score -2058631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2058638.875000 Penalty: 4963.937012
	Iteration 54Q: 3 clusters Score -2058639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2058643.625000 Penalty: 4963.937012
	Iteration 55Q: 3 clusters Score -2058644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2058644.875000 Penalty: 4963.937012
	Iteration 56Q: 3 clusters Score -2058645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2058646.875000 Penalty: 4963.937012
	Iteration 57Q: 3 clusters Score -2058647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2058648.875000 Penalty: 4963.937012
	Iteration 58Q: 3 clusters Score -2058649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2058647.375000 Penalty: 4963.937012
	Iteration 59Q: 3 clusters Score -2058647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2058646.750000 Penalty: 4963.937012
	Iteration 60F: 3 clusters Score -2058647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2058649.375000 Penalty: 4963.937012
	Iteration 61Q: 3 clusters Score -2058649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2058647.000000 Penalty: 4963.937012
	Iteration 62Q: 3 clusters Score -2058647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2058648.000000 Penalty: 4963.937012
	Iteration 63Q: 3 clusters Score -2058648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2058647.875000 Penalty: 4963.937012
	Iteration 64Q: 3 clusters Score -2058648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2058650.750000 Penalty: 4963.937012
	Iteration 65Q: 3 clusters Score -2058651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2058650.250000 Penalty: 4963.937012
	Iteration 66Q: 3 clusters Score -2058650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2058648.000000 Penalty: 4963.937012
	Iteration 67Q: 3 clusters Score -2058648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2058652.625000 Penalty: 4963.937012
	Iteration 68Q: 3 clusters Score -2058653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2058653.000000 Penalty: 4963.937012
	Iteration 69Q: 3 clusters Score -2058653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2058654.625000 Penalty: 4963.937012
	Iteration 70Q: 3 clusters Score -2058655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2058654.875000 Penalty: 4963.937012
	Iteration 71Q: 3 clusters Score -2058655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2058654.875000 Penalty: 4963.937012
	Iteration 72F: 3 clusters Score -2058655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48943.558594 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48943.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47415.839844 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -47415.84 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47614.582031 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -47614.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47668.355469 Penalty: 3108.531494
	Iteration 2Q: 3 clusters Score -47668.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47689.226562 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47689.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47697.097656 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47702.054688 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47702.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47704.031250 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47704.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47704.031250 Penalty: 3108.531494
	Iteration 7F: 3 clusters Score -47704.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 34699 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 72603 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 11490 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2735 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5964 members 
Mstep: Class 36 contains 9438 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6685 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19355 members 
Mstep: Class 42 contains 17253 members 
Mstep: Class 43 contains 28115 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1858 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8101 members 
Mstep: Class 48 contains 8472 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54498 members 
Mstep: Class 52 contains 210644 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71486 members 
Mstep: Class 56 contains 88322 members 
Mstep: Class 57 contains 18142 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4214 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 26981 members 
Mstep: Class 62 contains 22202 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225384.000000 Penalty: 215788.609375
Iteration 159Q: 64 clusters Score -9.622538e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 34702 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15031 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13411 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 72591 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4434 members 
Mstep: Class 21 contains 11490 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2732 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5964 members 
Mstep: Class 36 contains 9437 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6681 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19354 members 
Mstep: Class 42 contains 17252 members 
Mstep: Class 43 contains 28086 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1858 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8115 members 
Mstep: Class 48 contains 8457 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54503 members 
Mstep: Class 52 contains 210647 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71494 members 
Mstep: Class 56 contains 88323 members 
Mstep: Class 57 contains 18173 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4216 members 
Mstep: Class 60 contains 1583 members 
Mstep: Class 61 contains 26997 members 
Mstep: Class 62 contains 22205 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225480.000000 Penalty: 215788.609375
Iteration 160F: 64 clusters Score -9.622548e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 34704 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 8811 members 
Mstep: Class 12 contains 7710 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 72583 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 11490 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2736 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5963 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6681 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19354 members 
Mstep: Class 42 contains 17253 members 
Mstep: Class 43 contains 28067 members 
Mstep: Class 44 contains 2261 members 
Mstep: Class 45 contains 1858 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8122 members 
Mstep: Class 48 contains 8441 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54505 members 
Mstep: Class 52 contains 210649 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6089 members 
Mstep: Class 55 contains 71499 members 
Mstep: Class 56 contains 88324 members 
Mstep: Class 57 contains 18190 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4218 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27006 members 
Mstep: Class 62 contains 22210 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225544.000000 Penalty: 215788.609375
Iteration 161Q: 64 clusters Score -9.622554e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 34708 members 
Mstep: Class 3 contains 6843 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15024 members 
Mstep: Class 11 contains 8808 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 72567 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4456 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7077 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2738 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5960 members 
Mstep: Class 36 contains 9436 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19355 members 
Mstep: Class 42 contains 17255 members 
Mstep: Class 43 contains 28045 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 1857 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8128 members 
Mstep: Class 48 contains 8423 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54516 members 
Mstep: Class 52 contains 210649 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6090 members 
Mstep: Class 55 contains 71503 members 
Mstep: Class 56 contains 88325 members 
Mstep: Class 57 contains 18215 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4220 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27021 members 
Mstep: Class 62 contains 22220 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225592.000000 Penalty: 215788.609375
Iteration 162Q: 64 clusters Score -9.622559e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 34713 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13415 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72550 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4464 members 
Mstep: Class 21 contains 11487 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7077 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2739 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5960 members 
Mstep: Class 36 contains 9437 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 17260 members 
Mstep: Class 43 contains 28032 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8135 members 
Mstep: Class 48 contains 8408 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54523 members 
Mstep: Class 52 contains 210652 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6090 members 
Mstep: Class 55 contains 71507 members 
Mstep: Class 56 contains 88323 members 
Mstep: Class 57 contains 18237 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4221 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27027 members 
Mstep: Class 62 contains 22228 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225624.000000 Penalty: 215788.609375
Iteration 163Q: 64 clusters Score -9.622562e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 34713 members 
Mstep: Class 3 contains 6825 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13415 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72538 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4470 members 
Mstep: Class 21 contains 11484 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9439 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6676 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 17265 members 
Mstep: Class 43 contains 28008 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8136 members 
Mstep: Class 48 contains 8396 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54537 members 
Mstep: Class 52 contains 210656 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71517 members 
Mstep: Class 56 contains 88322 members 
Mstep: Class 57 contains 18257 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27033 members 
Mstep: Class 62 contains 22234 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225656.000000 Penalty: 215788.609375
Iteration 164Q: 64 clusters Score -9.622566e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 6821 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13415 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72528 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 11482 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2748 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9441 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 9032 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 17269 members 
Mstep: Class 43 contains 27991 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8136 members 
Mstep: Class 48 contains 8382 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54543 members 
Mstep: Class 52 contains 210659 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71523 members 
Mstep: Class 56 contains 88318 members 
Mstep: Class 57 contains 18273 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27037 members 
Mstep: Class 62 contains 22238 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225648.000000 Penalty: 215788.609375
Iteration 165Q: 64 clusters Score -9.622565e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 6816 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 7710 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72514 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 11481 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 2749 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9445 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6674 members 
Mstep: Class 39 contains 9031 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 17269 members 
Mstep: Class 43 contains 27974 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8140 members 
Mstep: Class 48 contains 8367 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54555 members 
Mstep: Class 52 contains 210656 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71530 members 
Mstep: Class 56 contains 88313 members 
Mstep: Class 57 contains 18296 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27042 members 
Mstep: Class 62 contains 22245 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225688.000000 Penalty: 215788.609375
Iteration 166Q: 64 clusters Score -9.622569e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 34727 members 
Mstep: Class 3 contains 6815 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72506 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 5330 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7077 members 
Mstep: Class 26 contains 11122 members 
Mstep: Class 27 contains 8158 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2753 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5958 members 
Mstep: Class 36 contains 9446 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6669 members 
Mstep: Class 39 contains 9030 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 17273 members 
Mstep: Class 43 contains 27959 members 
Mstep: Class 44 contains 2261 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8142 members 
Mstep: Class 48 contains 8349 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54564 members 
Mstep: Class 52 contains 210650 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71538 members 
Mstep: Class 56 contains 88312 members 
Mstep: Class 57 contains 18318 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1584 members 
Mstep: Class 61 contains 27046 members 
Mstep: Class 62 contains 22252 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225608.000000 Penalty: 215788.609375
Iteration 167Q: 64 clusters Score -9.622561e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 34731 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72498 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7076 members 
Mstep: Class 26 contains 11122 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2755 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5958 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6663 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17275 members 
Mstep: Class 43 contains 27948 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8146 members 
Mstep: Class 48 contains 8331 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54581 members 
Mstep: Class 52 contains 210646 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71544 members 
Mstep: Class 56 contains 88306 members 
Mstep: Class 57 contains 18335 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1585 members 
Mstep: Class 61 contains 27049 members 
Mstep: Class 62 contains 22264 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225728.000000 Penalty: 215788.609375
Iteration 168Q: 64 clusters Score -9.622573e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 34736 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8796 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72485 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7074 members 
Mstep: Class 26 contains 11122 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2753 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9455 members 
Mstep: Class 37 contains 5141 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17275 members 
Mstep: Class 43 contains 27927 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8151 members 
Mstep: Class 48 contains 8318 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54603 members 
Mstep: Class 52 contains 210638 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71553 members 
Mstep: Class 56 contains 88303 members 
Mstep: Class 57 contains 18359 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1587 members 
Mstep: Class 61 contains 27059 members 
Mstep: Class 62 contains 22269 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225720.000000 Penalty: 215788.609375
Iteration 169Q: 64 clusters Score -9.622572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 34746 members 
Mstep: Class 3 contains 6787 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72476 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4491 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7073 members 
Mstep: Class 26 contains 11121 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2761 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6658 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17275 members 
Mstep: Class 43 contains 27910 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8158 members 
Mstep: Class 48 contains 8300 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54622 members 
Mstep: Class 52 contains 210629 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71563 members 
Mstep: Class 56 contains 88302 members 
Mstep: Class 57 contains 18378 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1588 members 
Mstep: Class 61 contains 27064 members 
Mstep: Class 62 contains 22278 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225672.000000 Penalty: 215788.609375
Iteration 170Q: 64 clusters Score -9.622567e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 34753 members 
Mstep: Class 3 contains 6772 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72471 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4491 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2762 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 5141 members 
Mstep: Class 38 contains 6657 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17275 members 
Mstep: Class 43 contains 27901 members 
Mstep: Class 44 contains 2262 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8166 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54635 members 
Mstep: Class 52 contains 210622 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71569 members 
Mstep: Class 56 contains 88300 members 
Mstep: Class 57 contains 18395 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27070 members 
Mstep: Class 62 contains 22285 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225728.000000 Penalty: 215788.609375
Iteration 171Q: 64 clusters Score -9.622573e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 34764 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13422 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72467 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 11476 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 8161 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2761 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 5141 members 
Mstep: Class 38 contains 6656 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17276 members 
Mstep: Class 43 contains 27888 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8171 members 
Mstep: Class 48 contains 8276 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54643 members 
Mstep: Class 52 contains 210613 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71576 members 
Mstep: Class 56 contains 88294 members 
Mstep: Class 57 contains 18408 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27075 members 
Mstep: Class 62 contains 22295 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225664.000000 Penalty: 215788.609375
Iteration 172Q: 64 clusters Score -9.622566e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 34769 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72457 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4491 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 2760 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19352 members 
Mstep: Class 42 contains 17277 members 
Mstep: Class 43 contains 27884 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8180 members 
Mstep: Class 48 contains 8258 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54646 members 
Mstep: Class 52 contains 210612 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71582 members 
Mstep: Class 56 contains 88291 members 
Mstep: Class 57 contains 18428 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27077 members 
Mstep: Class 62 contains 22299 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225672.000000 Penalty: 215788.609375
Iteration 173Q: 64 clusters Score -9.622567e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 34777 members 
Mstep: Class 3 contains 6742 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72448 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4493 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2753 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5958 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6658 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17282 members 
Mstep: Class 43 contains 27873 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8182 members 
Mstep: Class 48 contains 8241 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54648 members 
Mstep: Class 52 contains 210609 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71588 members 
Mstep: Class 56 contains 88289 members 
Mstep: Class 57 contains 18456 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4223 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27081 members 
Mstep: Class 62 contains 22307 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225792.000000 Penalty: 215788.609375
Iteration 174Q: 64 clusters Score -9.622579e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13422 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72430 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 8170 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2754 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5960 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6653 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19352 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27865 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8185 members 
Mstep: Class 48 contains 8222 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54653 members 
Mstep: Class 52 contains 210600 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6091 members 
Mstep: Class 55 contains 71590 members 
Mstep: Class 56 contains 88282 members 
Mstep: Class 57 contains 18490 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4225 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27084 members 
Mstep: Class 62 contains 22319 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225656.000000 Penalty: 215788.609375
Iteration 175Q: 64 clusters Score -9.622566e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 34799 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13423 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72414 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11121 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6653 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27858 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8192 members 
Mstep: Class 48 contains 8203 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54662 members 
Mstep: Class 52 contains 210590 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6092 members 
Mstep: Class 55 contains 71595 members 
Mstep: Class 56 contains 88271 members 
Mstep: Class 57 contains 18535 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4227 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27085 members 
Mstep: Class 62 contains 22333 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225808.000000 Penalty: 215788.609375
Iteration 176Q: 64 clusters Score -9.622581e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8789 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13423 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 72392 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 2725 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9459 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6650 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19349 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27852 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8196 members 
Mstep: Class 48 contains 8180 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54669 members 
Mstep: Class 52 contains 210582 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6092 members 
Mstep: Class 55 contains 71595 members 
Mstep: Class 56 contains 88268 members 
Mstep: Class 57 contains 18590 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4229 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27088 members 
Mstep: Class 62 contains 22341 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225752.000000 Penalty: 215788.609375
Iteration 177Q: 64 clusters Score -9.622575e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 34815 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8786 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13423 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 72363 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5328 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11126 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2710 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5962 members 
Mstep: Class 36 contains 9461 members 
Mstep: Class 37 contains 5141 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19349 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27848 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8201 members 
Mstep: Class 48 contains 8161 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54680 members 
Mstep: Class 52 contains 210578 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6092 members 
Mstep: Class 55 contains 71594 members 
Mstep: Class 56 contains 88260 members 
Mstep: Class 57 contains 18649 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4232 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27092 members 
Mstep: Class 62 contains 22352 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225840.000000 Penalty: 215788.609375
Iteration 178Q: 64 clusters Score -9.622584e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 34821 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9764 members 
Mstep: Class 16 contains 72341 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11126 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2725 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5963 members 
Mstep: Class 36 contains 9467 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 6643 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19349 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27849 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8200 members 
Mstep: Class 48 contains 8127 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54690 members 
Mstep: Class 52 contains 210576 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6092 members 
Mstep: Class 55 contains 71597 members 
Mstep: Class 56 contains 88253 members 
Mstep: Class 57 contains 18683 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4233 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27093 members 
Mstep: Class 62 contains 22367 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225832.000000 Penalty: 215788.609375
Iteration 179Q: 64 clusters Score -9.622583e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 34825 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9761 members 
Mstep: Class 16 contains 72329 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2737 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 9470 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19348 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27847 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8203 members 
Mstep: Class 48 contains 8091 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54696 members 
Mstep: Class 52 contains 210571 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6093 members 
Mstep: Class 55 contains 71598 members 
Mstep: Class 56 contains 88247 members 
Mstep: Class 57 contains 18707 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4235 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27094 members 
Mstep: Class 62 contains 22381 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225848.000000 Penalty: 215788.609375
Iteration 180F: 64 clusters Score -9.622585e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 34827 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 72321 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2753 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5960 members 
Mstep: Class 36 contains 9472 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19348 members 
Mstep: Class 42 contains 17281 members 
Mstep: Class 43 contains 27845 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8215 members 
Mstep: Class 48 contains 8070 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54700 members 
Mstep: Class 52 contains 210572 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6094 members 
Mstep: Class 55 contains 71597 members 
Mstep: Class 56 contains 88237 members 
Mstep: Class 57 contains 18719 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4237 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27095 members 
Mstep: Class 62 contains 22397 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225784.000000 Penalty: 215788.609375
Iteration 181Q: 64 clusters Score -9.622578e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 34831 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 72319 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5325 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8166 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2759 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 9472 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19347 members 
Mstep: Class 42 contains 17283 members 
Mstep: Class 43 contains 27845 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8216 members 
Mstep: Class 48 contains 8058 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54716 members 
Mstep: Class 52 contains 210571 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6095 members 
Mstep: Class 55 contains 71597 members 
Mstep: Class 56 contains 88229 members 
Mstep: Class 57 contains 18722 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4238 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27095 members 
Mstep: Class 62 contains 22411 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226008.000000 Penalty: 215788.609375
Iteration 182Q: 64 clusters Score -9.622601e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 34836 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72316 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5324 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11129 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2763 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5957 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5143 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19347 members 
Mstep: Class 42 contains 17286 members 
Mstep: Class 43 contains 27846 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8218 members 
Mstep: Class 48 contains 8041 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54719 members 
Mstep: Class 52 contains 210569 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71598 members 
Mstep: Class 56 contains 88225 members 
Mstep: Class 57 contains 18727 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4238 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27095 members 
Mstep: Class 62 contains 22421 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225912.000000 Penalty: 215788.609375
Iteration 183Q: 64 clusters Score -9.622591e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 34841 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72315 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5324 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11129 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 2766 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17288 members 
Mstep: Class 43 contains 27845 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3816 members 
Mstep: Class 47 contains 8225 members 
Mstep: Class 48 contains 8028 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54725 members 
Mstep: Class 52 contains 210567 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71598 members 
Mstep: Class 56 contains 88213 members 
Mstep: Class 57 contains 18731 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4238 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27096 members 
Mstep: Class 62 contains 22439 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226024.000000 Penalty: 215788.609375
Iteration 184Q: 64 clusters Score -9.622602e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 34842 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72315 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 2770 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5141 members 
Mstep: Class 38 contains 6645 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17289 members 
Mstep: Class 43 contains 27842 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8228 members 
Mstep: Class 48 contains 8010 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54742 members 
Mstep: Class 52 contains 210563 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71598 members 
Mstep: Class 56 contains 88200 members 
Mstep: Class 57 contains 18736 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4239 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27098 members 
Mstep: Class 62 contains 22461 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225872.000000 Penalty: 215788.609375
Iteration 185Q: 64 clusters Score -9.622587e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 34848 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72315 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8161 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 2774 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6646 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17292 members 
Mstep: Class 43 contains 27838 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8229 members 
Mstep: Class 48 contains 7993 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54756 members 
Mstep: Class 52 contains 210556 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71602 members 
Mstep: Class 56 contains 88185 members 
Mstep: Class 57 contains 18737 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4240 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27101 members 
Mstep: Class 62 contains 22481 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225896.000000 Penalty: 215788.609375
Iteration 186Q: 64 clusters Score -9.62259e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 34849 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72316 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5324 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2782 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 6646 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17291 members 
Mstep: Class 43 contains 27837 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8232 members 
Mstep: Class 48 contains 7975 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54772 members 
Mstep: Class 52 contains 210553 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71604 members 
Mstep: Class 56 contains 88176 members 
Mstep: Class 57 contains 18736 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4240 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27103 members 
Mstep: Class 62 contains 22495 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225864.000000 Penalty: 215788.609375
Iteration 187Q: 64 clusters Score -9.622586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 34850 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 6325 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72315 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 2787 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 6646 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17290 members 
Mstep: Class 43 contains 27837 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8237 members 
Mstep: Class 48 contains 7964 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54782 members 
Mstep: Class 52 contains 210557 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71606 members 
Mstep: Class 56 contains 88167 members 
Mstep: Class 57 contains 18737 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4240 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27101 members 
Mstep: Class 62 contains 22509 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225808.000000 Penalty: 215788.609375
Iteration 188Q: 64 clusters Score -9.622581e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 34854 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72314 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5323 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2791 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9484 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 6647 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17290 members 
Mstep: Class 43 contains 27834 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54790 members 
Mstep: Class 52 contains 210557 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71606 members 
Mstep: Class 56 contains 88154 members 
Mstep: Class 57 contains 18738 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4241 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27102 members 
Mstep: Class 62 contains 22527 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225904.000000 Penalty: 215788.609375
Iteration 189Q: 64 clusters Score -9.62259e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 34862 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72313 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2797 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9486 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 6651 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17290 members 
Mstep: Class 43 contains 27834 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3815 members 
Mstep: Class 47 contains 8269 members 
Mstep: Class 48 contains 7941 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54794 members 
Mstep: Class 52 contains 210549 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71606 members 
Mstep: Class 56 contains 88137 members 
Mstep: Class 57 contains 18738 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27103 members 
Mstep: Class 62 contains 22551 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225952.000000 Penalty: 215788.609375
Iteration 190Q: 64 clusters Score -9.622595e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 34872 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 72312 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8154 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2805 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9482 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 6651 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17290 members 
Mstep: Class 43 contains 27832 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8296 members 
Mstep: Class 48 contains 7929 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54805 members 
Mstep: Class 52 contains 210535 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71607 members 
Mstep: Class 56 contains 88121 members 
Mstep: Class 57 contains 18739 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4243 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27103 members 
Mstep: Class 62 contains 22572 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225952.000000 Penalty: 215788.609375
Iteration 191Q: 64 clusters Score -9.622595e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 6322 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8796 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72312 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6653 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17290 members 
Mstep: Class 43 contains 27830 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8325 members 
Mstep: Class 48 contains 7920 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54817 members 
Mstep: Class 52 contains 210522 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71607 members 
Mstep: Class 56 contains 88111 members 
Mstep: Class 57 contains 18738 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4243 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27103 members 
Mstep: Class 62 contains 22587 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225968.000000 Penalty: 215788.609375
Iteration 192Q: 64 clusters Score -9.622597e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 34899 members 
Mstep: Class 3 contains 6416 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72313 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5321 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2814 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 6653 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17291 members 
Mstep: Class 43 contains 27826 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8350 members 
Mstep: Class 48 contains 7910 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54842 members 
Mstep: Class 52 contains 210503 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71607 members 
Mstep: Class 56 contains 88101 members 
Mstep: Class 57 contains 18735 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4243 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27103 members 
Mstep: Class 62 contains 22602 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225904.000000 Penalty: 215788.609375
Iteration 193Q: 64 clusters Score -9.62259e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13425 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72312 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5135 members 
Mstep: Class 38 contains 6653 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17290 members 
Mstep: Class 43 contains 27821 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8376 members 
Mstep: Class 48 contains 7904 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54863 members 
Mstep: Class 52 contains 210494 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71608 members 
Mstep: Class 56 contains 88094 members 
Mstep: Class 57 contains 18737 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4243 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27104 members 
Mstep: Class 62 contains 22609 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225928.000000 Penalty: 215788.609375
Iteration 194Q: 64 clusters Score -9.622593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 34923 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13426 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72311 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5317 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2814 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6654 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17289 members 
Mstep: Class 43 contains 27819 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8389 members 
Mstep: Class 48 contains 7897 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54891 members 
Mstep: Class 52 contains 210480 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71609 members 
Mstep: Class 56 contains 88091 members 
Mstep: Class 57 contains 18738 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4243 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27107 members 
Mstep: Class 62 contains 22620 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226064.000000 Penalty: 215788.609375
Iteration 195Q: 64 clusters Score -9.622606e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 34931 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72310 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4495 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5316 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2814 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5136 members 
Mstep: Class 38 contains 6656 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17291 members 
Mstep: Class 43 contains 27818 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8410 members 
Mstep: Class 48 contains 7890 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54913 members 
Mstep: Class 52 contains 210469 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71609 members 
Mstep: Class 56 contains 88088 members 
Mstep: Class 57 contains 18738 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4243 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27109 members 
Mstep: Class 62 contains 22628 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225968.000000 Penalty: 215788.609375
Iteration 196Q: 64 clusters Score -9.622597e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 34937 members 
Mstep: Class 3 contains 6261 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72310 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4496 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5318 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 6656 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19347 members 
Mstep: Class 42 contains 17294 members 
Mstep: Class 43 contains 27815 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8431 members 
Mstep: Class 48 contains 7881 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54936 members 
Mstep: Class 52 contains 210458 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71609 members 
Mstep: Class 56 contains 88084 members 
Mstep: Class 57 contains 18738 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27110 members 
Mstep: Class 62 contains 22638 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96225848.000000 Penalty: 215788.609375
Iteration 197Q: 64 clusters Score -9.622585e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 34941 members 
Mstep: Class 3 contains 6216 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72310 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 4497 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5318 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9476 members 
Mstep: Class 37 contains 5138 members 
Mstep: Class 38 contains 6656 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19349 members 
Mstep: Class 42 contains 17297 members 
Mstep: Class 43 contains 27815 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8447 members 
Mstep: Class 48 contains 7876 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54955 members 
Mstep: Class 52 contains 210454 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71609 members 
Mstep: Class 56 contains 88078 members 
Mstep: Class 57 contains 18737 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27112 members 
Mstep: Class 62 contains 22648 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226008.000000 Penalty: 215788.609375
Iteration 198Q: 64 clusters Score -9.622601e+07 nChanged 142
Entering ConstructFrom: 
Score: -96226008.000000 Penalty: 215788.609375
Entering ConstructFrom: 
Trying to split cluster 1 (55018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Entering Unmasked Estep 
Score: -5650090.500000 Penalty: 2707.023193
	Iteration 0F: 2 clusters Score -5650090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5613084.000000 Penalty: 5414.046387
	Iteration 0F: 3 clusters Score -5613084 nChanged 25559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5627240.500000 Penalty: 5414.046387
	Iteration 1F: 3 clusters Score -5627240 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5627812.500000 Penalty: 5414.046387
	Iteration 2Q: 3 clusters Score -5627812 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -5628439.500000 Penalty: 5414.046387
	Iteration 3Q: 3 clusters Score -5628440 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5629141.500000 Penalty: 5414.046387
	Iteration 4Q: 3 clusters Score -5629142 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5630054.500000 Penalty: 5414.046387
	Iteration 5Q: 3 clusters Score -5630054 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5631256.000000 Penalty: 5414.046387
	Iteration 6Q: 3 clusters Score -5631256 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5632678.000000 Penalty: 5414.046387
	Iteration 7Q: 3 clusters Score -5632678 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5634307.500000 Penalty: 5414.046387
	Iteration 8F: 3 clusters Score -5634308 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5636066.500000 Penalty: 5414.046387
	Iteration 9F: 3 clusters Score -5636066 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5638091.000000 Penalty: 5414.046387
	Iteration 10F: 3 clusters Score -5638091 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5640284.500000 Penalty: 5414.046387
	Iteration 11F: 3 clusters Score -5640284 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5642425.000000 Penalty: 5414.046387
	Iteration 12Q: 3 clusters Score -5642425 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -5644335.500000 Penalty: 5414.046387
	Iteration 13Q: 3 clusters Score -5644336 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -5645788.000000 Penalty: 5414.046387
	Iteration 14Q: 3 clusters Score -5645788 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -5646625.500000 Penalty: 5414.046387
	Iteration 15Q: 3 clusters Score -5646626 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -5647002.000000 Penalty: 5414.046387
	Iteration 16Q: 3 clusters Score -5647002 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5647191.000000 Penalty: 5414.046387
	Iteration 17Q: 3 clusters Score -5647191 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5647288.000000 Penalty: 5414.046387
	Iteration 18Q: 3 clusters Score -5647288 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5647338.000000 Penalty: 5414.046387
	Iteration 19Q: 3 clusters Score -5647338 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -5647361.500000 Penalty: 5414.046387
	Iteration 20F: 3 clusters Score -5647362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -5647370.000000 Penalty: 5414.046387
	Iteration 21Q: 3 clusters Score -5647370 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5647392.500000 Penalty: 5414.046387
	Iteration 22Q: 3 clusters Score -5647392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5647389.500000 Penalty: 5414.046387
	Iteration 23Q: 3 clusters Score -5647390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5647403.000000 Penalty: 5414.046387
	Iteration 24Q: 3 clusters Score -5647403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -5647397.500000 Penalty: 5414.046387
	Iteration 25Q: 3 clusters Score -5647398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -5647412.000000 Penalty: 5414.046387
	Iteration 26Q: 3 clusters Score -5647412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5647426.000000 Penalty: 5414.046387
	Iteration 27Q: 3 clusters Score -5647426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -5647426.500000 Penalty: 5414.046387
	Iteration 28Q: 3 clusters Score -5647426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5647418.500000 Penalty: 5414.046387
	Iteration 29Q: 3 clusters Score -5647418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -5647416.000000 Penalty: 5414.046387
	Iteration 30Q: 3 clusters Score -5647416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -5647415.000000 Penalty: 5414.046387
	Iteration 31Q: 3 clusters Score -5647415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5647419.500000 Penalty: 5414.046387
	Iteration 32Q: 3 clusters Score -5647420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -5647422.000000 Penalty: 5414.046387
	Iteration 33Q: 3 clusters Score -5647422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -5647422.000000 Penalty: 5414.046387
	Iteration 34F: 3 clusters Score -5647422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Entering Unmasked Estep 
Score: -3624856.500000 Penalty: 2594.431152
	Iteration 0F: 2 clusters Score -3624856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3601035.000000 Penalty: 5188.862305
	Iteration 0F: 3 clusters Score -3601035 nChanged 15994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3609801.750000 Penalty: 5188.862305
	Iteration 1F: 3 clusters Score -3609802 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3610242.000000 Penalty: 5188.862305
	Iteration 2Q: 3 clusters Score -3610242 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3610669.000000 Penalty: 5188.862305
	Iteration 3Q: 3 clusters Score -3610669 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3611160.250000 Penalty: 5188.862305
	Iteration 4Q: 3 clusters Score -3611160 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3611955.250000 Penalty: 5188.862305
	Iteration 5Q: 3 clusters Score -3611955 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3613125.750000 Penalty: 5188.862305
	Iteration 6F: 3 clusters Score -3613126 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3614769.750000 Penalty: 5188.862305
	Iteration 7F: 3 clusters Score -3614770 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3616493.000000 Penalty: 5188.862305
	Iteration 8F: 3 clusters Score -3616493 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3617889.750000 Penalty: 5188.862305
	Iteration 9F: 3 clusters Score -3617890 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3618831.250000 Penalty: 5188.862305
	Iteration 10Q: 3 clusters Score -3618831 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3619560.750000 Penalty: 5188.862305
	Iteration 11Q: 3 clusters Score -3619561 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3620318.750000 Penalty: 5188.862305
	Iteration 12Q: 3 clusters Score -3620319 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3621211.250000 Penalty: 5188.862305
	Iteration 13Q: 3 clusters Score -3621211 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3622132.000000 Penalty: 5188.862305
	Iteration 14Q: 3 clusters Score -3622132 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3622854.750000 Penalty: 5188.862305
	Iteration 15Q: 3 clusters Score -3622855 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3623326.000000 Penalty: 5188.862305
	Iteration 16Q: 3 clusters Score -3623326 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3623646.000000 Penalty: 5188.862305
	Iteration 17Q: 3 clusters Score -3623646 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3623849.250000 Penalty: 5188.862305
	Iteration 18Q: 3 clusters Score -3623849 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3623949.000000 Penalty: 5188.862305
	Iteration 19Q: 3 clusters Score -3623949 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3624022.250000 Penalty: 5188.862305
	Iteration 20F: 3 clusters Score -3624022 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3624052.250000 Penalty: 5188.862305
	Iteration 21Q: 3 clusters Score -3624052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3624090.250000 Penalty: 5188.862305
	Iteration 22Q: 3 clusters Score -3624090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3624091.250000 Penalty: 5188.862305
	Iteration 23Q: 3 clusters Score -3624091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3624102.500000 Penalty: 5188.862305
	Iteration 24Q: 3 clusters Score -3624102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3624112.000000 Penalty: 5188.862305
	Iteration 25Q: 3 clusters Score -3624112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3624117.000000 Penalty: 5188.862305
	Iteration 26Q: 3 clusters Score -3624117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3624121.000000 Penalty: 5188.862305
	Iteration 27Q: 3 clusters Score -3624121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3624118.750000 Penalty: 5188.862305
	Iteration 28Q: 3 clusters Score -3624119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3624124.250000 Penalty: 5188.862305
	Iteration 29Q: 3 clusters Score -3624124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3624124.750000 Penalty: 5188.862305
	Iteration 30Q: 3 clusters Score -3624125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3624124.250000 Penalty: 5188.862305
	Iteration 31Q: 3 clusters Score -3624124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3624128.250000 Penalty: 5188.862305
	Iteration 32Q: 3 clusters Score -3624128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3624131.000000 Penalty: 5188.862305
	Iteration 33Q: 3 clusters Score -3624131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3624135.000000 Penalty: 5188.862305
	Iteration 34Q: 3 clusters Score -3624135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3624135.250000 Penalty: 5188.862305
	Iteration 35Q: 3 clusters Score -3624135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3624137.750000 Penalty: 5188.862305
	Iteration 36Q: 3 clusters Score -3624138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3624136.000000 Penalty: 5188.862305
	Iteration 37Q: 3 clusters Score -3624136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3624141.000000 Penalty: 5188.862305
	Iteration 38Q: 3 clusters Score -3624141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3624140.000000 Penalty: 5188.862305
	Iteration 39Q: 3 clusters Score -3624140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3624152.500000 Penalty: 5188.862305
	Iteration 40F: 3 clusters Score -3624152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3624153.750000 Penalty: 5188.862305
	Iteration 41Q: 3 clusters Score -3624154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3624152.000000 Penalty: 5188.862305
	Iteration 42Q: 3 clusters Score -3624152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3624152.000000 Penalty: 5188.862305
	Iteration 43Q: 3 clusters Score -3624152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3624152.000000 Penalty: 5188.862305
	Iteration 44F: 3 clusters Score -3624152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -591751.312500 Penalty: 2164.448730
	Iteration 0F: 2 clusters Score -591751.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -586535.375000 Penalty: 4328.897461
	Iteration 0F: 3 clusters Score -586535.4 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -587893.625000 Penalty: 4328.897461
	Iteration 1F: 3 clusters Score -587893.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -588158.750000 Penalty: 4328.897461
	Iteration 2F: 3 clusters Score -588158.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -588347.875000 Penalty: 4328.897461
	Iteration 3F: 3 clusters Score -588347.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -588489.437500 Penalty: 4328.897461
	Iteration 4Q: 3 clusters Score -588489.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -588693.687500 Penalty: 4328.897461
	Iteration 5Q: 3 clusters Score -588693.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -588950.250000 Penalty: 4328.897461
	Iteration 6Q: 3 clusters Score -588950.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -589229.437500 Penalty: 4328.897461
	Iteration 7F: 3 clusters Score -589229.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -589493.125000 Penalty: 4328.897461
	Iteration 8F: 3 clusters Score -589493.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -589736.437500 Penalty: 4328.897461
	Iteration 9Q: 3 clusters Score -589736.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -589912.750000 Penalty: 4328.897461
	Iteration 10Q: 3 clusters Score -589912.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -590041.312500 Penalty: 4328.897461
	Iteration 11Q: 3 clusters Score -590041.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -590173.375000 Penalty: 4328.897461
	Iteration 12Q: 3 clusters Score -590173.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -590295.937500 Penalty: 4328.897461
	Iteration 13Q: 3 clusters Score -590295.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -590390.500000 Penalty: 4328.897461
	Iteration 14Q: 3 clusters Score -590390.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -590450.000000 Penalty: 4328.897461
	Iteration 15Q: 3 clusters Score -590450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -590500.062500 Penalty: 4328.897461
	Iteration 16Q: 3 clusters Score -590500.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -590532.375000 Penalty: 4328.897461
	Iteration 17Q: 3 clusters Score -590532.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -590549.750000 Penalty: 4328.897461
	Iteration 18Q: 3 clusters Score -590549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -590563.625000 Penalty: 4328.897461
	Iteration 19Q: 3 clusters Score -590563.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -590573.125000 Penalty: 4328.897461
	Iteration 20F: 3 clusters Score -590573.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -590585.312500 Penalty: 4328.897461
	Iteration 21Q: 3 clusters Score -590585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -590590.312500 Penalty: 4328.897461
	Iteration 22Q: 3 clusters Score -590590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -590596.687500 Penalty: 4328.897461
	Iteration 23Q: 3 clusters Score -590596.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -590599.875000 Penalty: 4328.897461
	Iteration 24Q: 3 clusters Score -590599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -590606.000000 Penalty: 4328.897461
	Iteration 25Q: 3 clusters Score -590606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -590608.812500 Penalty: 4328.897461
	Iteration 26Q: 3 clusters Score -590608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -590613.000000 Penalty: 4328.897461
	Iteration 27Q: 3 clusters Score -590613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -590616.375000 Penalty: 4328.897461
	Iteration 28Q: 3 clusters Score -590616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -590617.125000 Penalty: 4328.897461
	Iteration 29Q: 3 clusters Score -590617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -590619.312500 Penalty: 4328.897461
	Iteration 30Q: 3 clusters Score -590619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -590619.937500 Penalty: 4328.897461
	Iteration 31Q: 3 clusters Score -590619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -590619.000000 Penalty: 4328.897461
	Iteration 32Q: 3 clusters Score -590619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -590619.812500 Penalty: 4328.897461
	Iteration 33Q: 3 clusters Score -590619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -590619.625000 Penalty: 4328.897461
	Iteration 34Q: 3 clusters Score -590619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -590619.625000 Penalty: 4328.897461
	Iteration 35F: 3 clusters Score -590619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -567895.375000 Penalty: 2170.365723
	Iteration 0F: 2 clusters Score -567895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -562614.875000 Penalty: 4340.731445
	Iteration 0F: 3 clusters Score -562614.9 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -564110.187500 Penalty: 4340.731445
	Iteration 1F: 3 clusters Score -564110.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -564522.500000 Penalty: 4340.731445
	Iteration 2F: 3 clusters Score -564522.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -564863.062500 Penalty: 4340.731445
	Iteration 3F: 3 clusters Score -564863.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -565176.750000 Penalty: 4340.731445
	Iteration 4F: 3 clusters Score -565176.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -565449.187500 Penalty: 4340.731445
	Iteration 5F: 3 clusters Score -565449.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -565679.062500 Penalty: 4340.731445
	Iteration 6Q: 3 clusters Score -565679.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -565848.812500 Penalty: 4340.731445
	Iteration 7Q: 3 clusters Score -565848.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -565961.750000 Penalty: 4340.731445
	Iteration 8Q: 3 clusters Score -565961.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -566045.187500 Penalty: 4340.731445
	Iteration 9Q: 3 clusters Score -566045.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -566121.375000 Penalty: 4340.731445
	Iteration 10Q: 3 clusters Score -566121.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -566181.750000 Penalty: 4340.731445
	Iteration 11Q: 3 clusters Score -566181.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -566247.625000 Penalty: 4340.731445
	Iteration 12Q: 3 clusters Score -566247.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -566323.750000 Penalty: 4340.731445
	Iteration 13Q: 3 clusters Score -566323.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -566418.000000 Penalty: 4340.731445
	Iteration 14Q: 3 clusters Score -566418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -566503.250000 Penalty: 4340.731445
	Iteration 15Q: 3 clusters Score -566503.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -566603.562500 Penalty: 4340.731445
	Iteration 16Q: 3 clusters Score -566603.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -566714.750000 Penalty: 4340.731445
	Iteration 17Q: 3 clusters Score -566714.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -566824.250000 Penalty: 4340.731445
	Iteration 18Q: 3 clusters Score -566824.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -566953.312500 Penalty: 4340.731445
	Iteration 19Q: 3 clusters Score -566953.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -567067.812500 Penalty: 4340.731445
	Iteration 20F: 3 clusters Score -567067.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -567150.812500 Penalty: 4340.731445
	Iteration 21Q: 3 clusters Score -567150.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -567199.125000 Penalty: 4340.731445
	Iteration 22Q: 3 clusters Score -567199.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -567249.437500 Penalty: 4340.731445
	Iteration 23Q: 3 clusters Score -567249.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -567291.625000 Penalty: 4340.731445
	Iteration 24Q: 3 clusters Score -567291.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -567323.687500 Penalty: 4340.731445
	Iteration 25Q: 3 clusters Score -567323.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -567346.312500 Penalty: 4340.731445
	Iteration 26Q: 3 clusters Score -567346.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -567368.687500 Penalty: 4340.731445
	Iteration 27Q: 3 clusters Score -567368.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -567382.812500 Penalty: 4340.731445
	Iteration 28Q: 3 clusters Score -567382.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -567396.875000 Penalty: 4340.731445
	Iteration 29Q: 3 clusters Score -567396.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -567415.500000 Penalty: 4340.731445
	Iteration 30Q: 3 clusters Score -567415.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -567443.625000 Penalty: 4340.731445
	Iteration 31Q: 3 clusters Score -567443.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -567477.562500 Penalty: 4340.731445
	Iteration 32Q: 3 clusters Score -567477.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -567529.250000 Penalty: 4340.731445
	Iteration 33Q: 3 clusters Score -567529.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -567562.375000 Penalty: 4340.731445
	Iteration 34Q: 3 clusters Score -567562.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -567573.750000 Penalty: 4340.731445
	Iteration 35Q: 3 clusters Score -567573.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -567582.187500 Penalty: 4340.731445
	Iteration 36Q: 3 clusters Score -567582.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -567588.750000 Penalty: 4340.731445
	Iteration 37Q: 3 clusters Score -567588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -567596.687500 Penalty: 4340.731445
	Iteration 38Q: 3 clusters Score -567596.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -567604.250000 Penalty: 4340.731445
	Iteration 39Q: 3 clusters Score -567604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -567611.500000 Penalty: 4340.731445
	Iteration 40F: 3 clusters Score -567611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -567615.500000 Penalty: 4340.731445
	Iteration 41Q: 3 clusters Score -567615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -567621.000000 Penalty: 4340.731445
	Iteration 42Q: 3 clusters Score -567621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -567625.437500 Penalty: 4340.731445
	Iteration 43Q: 3 clusters Score -567625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -567630.875000 Penalty: 4340.731445
	Iteration 44Q: 3 clusters Score -567630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -567639.000000 Penalty: 4340.731445
	Iteration 45Q: 3 clusters Score -567639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -567644.562500 Penalty: 4340.731445
	Iteration 46Q: 3 clusters Score -567644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -567648.500000 Penalty: 4340.731445
	Iteration 47Q: 3 clusters Score -567648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -567649.625000 Penalty: 4340.731445
	Iteration 48Q: 3 clusters Score -567649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -567653.625000 Penalty: 4340.731445
	Iteration 49Q: 3 clusters Score -567653.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -567657.437500 Penalty: 4340.731445
	Iteration 50Q: 3 clusters Score -567657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -567665.312500 Penalty: 4340.731445
	Iteration 51Q: 3 clusters Score -567665.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -567672.312500 Penalty: 4340.731445
	Iteration 52Q: 3 clusters Score -567672.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -567680.500000 Penalty: 4340.731445
	Iteration 53Q: 3 clusters Score -567680.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -567693.625000 Penalty: 4340.731445
	Iteration 54Q: 3 clusters Score -567693.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -567710.437500 Penalty: 4340.731445
	Iteration 55Q: 3 clusters Score -567710.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -567726.937500 Penalty: 4340.731445
	Iteration 56Q: 3 clusters Score -567726.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -567740.437500 Penalty: 4340.731445
	Iteration 57Q: 3 clusters Score -567740.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -567752.937500 Penalty: 4340.731445
	Iteration 58Q: 3 clusters Score -567752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -567763.187500 Penalty: 4340.731445
	Iteration 59Q: 3 clusters Score -567763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -567768.875000 Penalty: 4340.731445
	Iteration 60F: 3 clusters Score -567768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -567774.500000 Penalty: 4340.731445
	Iteration 61Q: 3 clusters Score -567774.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -567784.625000 Penalty: 4340.731445
	Iteration 62Q: 3 clusters Score -567784.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -567795.562500 Penalty: 4340.731445
	Iteration 63Q: 3 clusters Score -567795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -567799.125000 Penalty: 4340.731445
	Iteration 64Q: 3 clusters Score -567799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -567803.062500 Penalty: 4340.731445
	Iteration 65Q: 3 clusters Score -567803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -567805.250000 Penalty: 4340.731445
	Iteration 66Q: 3 clusters Score -567805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -567810.250000 Penalty: 4340.731445
	Iteration 67Q: 3 clusters Score -567810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -567814.937500 Penalty: 4340.731445
	Iteration 68Q: 3 clusters Score -567814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -567819.687500 Penalty: 4340.731445
	Iteration 69Q: 3 clusters Score -567819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -567821.375000 Penalty: 4340.731445
	Iteration 70Q: 3 clusters Score -567821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -567821.625000 Penalty: 4340.731445
	Iteration 71Q: 3 clusters Score -567821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -567824.000000 Penalty: 4340.731445
	Iteration 72Q: 3 clusters Score -567824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -567823.875000 Penalty: 4340.731445
	Iteration 73Q: 3 clusters Score -567823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -567824.562500 Penalty: 4340.731445
	Iteration 74Q: 3 clusters Score -567824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -567824.750000 Penalty: 4340.731445
	Iteration 75Q: 3 clusters Score -567824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -567826.062500 Penalty: 4340.731445
	Iteration 76Q: 3 clusters Score -567826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -567827.750000 Penalty: 4340.731445
	Iteration 77Q: 3 clusters Score -567827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -567829.062500 Penalty: 4340.731445
	Iteration 78Q: 3 clusters Score -567829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -567831.812500 Penalty: 4340.731445
	Iteration 79Q: 3 clusters Score -567831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -567831.437500 Penalty: 4340.731445
	Iteration 80F: 3 clusters Score -567831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -567831.625000 Penalty: 4340.731445
	Iteration 81Q: 3 clusters Score -567831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -567832.625000 Penalty: 4340.731445
	Iteration 82Q: 3 clusters Score -567832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -567832.625000 Penalty: 4340.731445
	Iteration 83F: 3 clusters Score -567832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -930002.000000 Penalty: 2259.545898
	Iteration 0F: 2 clusters Score -930002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -922938.625000 Penalty: 4519.091797
	Iteration 0F: 3 clusters Score -922938.6 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -925013.250000 Penalty: 4519.091797
	Iteration 1F: 3 clusters Score -925013.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -925360.937500 Penalty: 4519.091797
	Iteration 2F: 3 clusters Score -925360.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -925649.937500 Penalty: 4519.091797
	Iteration 3F: 3 clusters Score -925649.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -925881.312500 Penalty: 4519.091797
	Iteration 4Q: 3 clusters Score -925881.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -926126.625000 Penalty: 4519.091797
	Iteration 5Q: 3 clusters Score -926126.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -926378.375000 Penalty: 4519.091797
	Iteration 6Q: 3 clusters Score -926378.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -926721.687500 Penalty: 4519.091797
	Iteration 7Q: 3 clusters Score -926721.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -927076.875000 Penalty: 4519.091797
	Iteration 8F: 3 clusters Score -927076.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -927406.500000 Penalty: 4519.091797
	Iteration 9Q: 3 clusters Score -927406.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -927694.000000 Penalty: 4519.091797
	Iteration 10F: 3 clusters Score -927694 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -927905.125000 Penalty: 4519.091797
	Iteration 11Q: 3 clusters Score -927905.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -928065.250000 Penalty: 4519.091797
	Iteration 12Q: 3 clusters Score -928065.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -928175.437500 Penalty: 4519.091797
	Iteration 13Q: 3 clusters Score -928175.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -928237.437500 Penalty: 4519.091797
	Iteration 14Q: 3 clusters Score -928237.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -928277.250000 Penalty: 4519.091797
	Iteration 15Q: 3 clusters Score -928277.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -928303.187500 Penalty: 4519.091797
	Iteration 16Q: 3 clusters Score -928303.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -928324.687500 Penalty: 4519.091797
	Iteration 17Q: 3 clusters Score -928324.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -928336.312500 Penalty: 4519.091797
	Iteration 18Q: 3 clusters Score -928336.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -928348.062500 Penalty: 4519.091797
	Iteration 19Q: 3 clusters Score -928348.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -928364.625000 Penalty: 4519.091797
	Iteration 20F: 3 clusters Score -928364.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -928372.375000 Penalty: 4519.091797
	Iteration 21Q: 3 clusters Score -928372.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -928387.000000 Penalty: 4519.091797
	Iteration 22Q: 3 clusters Score -928387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -928396.125000 Penalty: 4519.091797
	Iteration 23Q: 3 clusters Score -928396.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -928407.625000 Penalty: 4519.091797
	Iteration 24Q: 3 clusters Score -928407.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -928423.562500 Penalty: 4519.091797
	Iteration 25Q: 3 clusters Score -928423.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -928439.750000 Penalty: 4519.091797
	Iteration 26Q: 3 clusters Score -928439.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -928469.562500 Penalty: 4519.091797
	Iteration 27Q: 3 clusters Score -928469.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -928496.750000 Penalty: 4519.091797
	Iteration 28Q: 3 clusters Score -928496.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -928515.187500 Penalty: 4519.091797
	Iteration 29Q: 3 clusters Score -928515.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -928533.562500 Penalty: 4519.091797
	Iteration 30Q: 3 clusters Score -928533.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -928551.812500 Penalty: 4519.091797
	Iteration 31Q: 3 clusters Score -928551.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -928566.312500 Penalty: 4519.091797
	Iteration 32Q: 3 clusters Score -928566.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -928572.750000 Penalty: 4519.091797
	Iteration 33Q: 3 clusters Score -928572.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -928584.812500 Penalty: 4519.091797
	Iteration 34Q: 3 clusters Score -928584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -928586.062500 Penalty: 4519.091797
	Iteration 35Q: 3 clusters Score -928586.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -928589.250000 Penalty: 4519.091797
	Iteration 36Q: 3 clusters Score -928589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -928594.625000 Penalty: 4519.091797
	Iteration 37Q: 3 clusters Score -928594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -928594.312500 Penalty: 4519.091797
	Iteration 38Q: 3 clusters Score -928594.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -928598.187500 Penalty: 4519.091797
	Iteration 39Q: 3 clusters Score -928598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -928599.437500 Penalty: 4519.091797
	Iteration 40F: 3 clusters Score -928599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -928600.000000 Penalty: 4519.091797
	Iteration 41Q: 3 clusters Score -928600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -928605.000000 Penalty: 4519.091797
	Iteration 42Q: 3 clusters Score -928605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -928603.562500 Penalty: 4519.091797
	Iteration 43Q: 3 clusters Score -928603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -928604.250000 Penalty: 4519.091797
	Iteration 44Q: 3 clusters Score -928604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -928605.625000 Penalty: 4519.091797
	Iteration 45Q: 3 clusters Score -928605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -928606.500000 Penalty: 4519.091797
	Iteration 46Q: 3 clusters Score -928606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -928606.062500 Penalty: 4519.091797
	Iteration 47Q: 3 clusters Score -928606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -928606.500000 Penalty: 4519.091797
	Iteration 48Q: 3 clusters Score -928606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -928609.375000 Penalty: 4519.091797
	Iteration 49Q: 3 clusters Score -928609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -928608.625000 Penalty: 4519.091797
	Iteration 50Q: 3 clusters Score -928608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -928607.687500 Penalty: 4519.091797
	Iteration 51Q: 3 clusters Score -928607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -928609.812500 Penalty: 4519.091797
	Iteration 52Q: 3 clusters Score -928609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -928610.250000 Penalty: 4519.091797
	Iteration 53Q: 3 clusters Score -928610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -928608.375000 Penalty: 4519.091797
	Iteration 54Q: 3 clusters Score -928608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -928609.750000 Penalty: 4519.091797
	Iteration 55Q: 3 clusters Score -928609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -928609.250000 Penalty: 4519.091797
	Iteration 56Q: 3 clusters Score -928609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -928610.625000 Penalty: 4519.091797
	Iteration 57Q: 3 clusters Score -928610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -928612.000000 Penalty: 4519.091797
	Iteration 58Q: 3 clusters Score -928612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -928612.437500 Penalty: 4519.091797
	Iteration 59Q: 3 clusters Score -928612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -928612.375000 Penalty: 4519.091797
	Iteration 60F: 3 clusters Score -928612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -928615.937500 Penalty: 4519.091797
	Iteration 61Q: 3 clusters Score -928615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -928613.062500 Penalty: 4519.091797
	Iteration 62Q: 3 clusters Score -928613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -928615.437500 Penalty: 4519.091797
	Iteration 63Q: 3 clusters Score -928615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -928617.875000 Penalty: 4519.091797
	Iteration 64Q: 3 clusters Score -928617.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -928619.500000 Penalty: 4519.091797
	Iteration 65Q: 3 clusters Score -928619.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -928622.125000 Penalty: 4519.091797
	Iteration 66Q: 3 clusters Score -928622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -928627.437500 Penalty: 4519.091797
	Iteration 67Q: 3 clusters Score -928627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -928629.562500 Penalty: 4519.091797
	Iteration 68Q: 3 clusters Score -928629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -928631.562500 Penalty: 4519.091797
	Iteration 69Q: 3 clusters Score -928631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -928633.625000 Penalty: 4519.091797
	Iteration 70Q: 3 clusters Score -928633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -928633.875000 Penalty: 4519.091797
	Iteration 71Q: 3 clusters Score -928633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -928635.312500 Penalty: 4519.091797
	Iteration 72Q: 3 clusters Score -928635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -928634.062500 Penalty: 4519.091797
	Iteration 73Q: 3 clusters Score -928634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -928634.937500 Penalty: 4519.091797
	Iteration 74Q: 3 clusters Score -928634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -928635.687500 Penalty: 4519.091797
	Iteration 75Q: 3 clusters Score -928635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -928638.000000 Penalty: 4519.091797
	Iteration 76Q: 3 clusters Score -928638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -928635.750000 Penalty: 4519.091797
	Iteration 77Q: 3 clusters Score -928635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -928637.937500 Penalty: 4519.091797
	Iteration 78Q: 3 clusters Score -928637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -928637.125000 Penalty: 4519.091797
	Iteration 79Q: 3 clusters Score -928637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -928638.937500 Penalty: 4519.091797
	Iteration 80F: 3 clusters Score -928638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -928639.500000 Penalty: 4519.091797
	Iteration 81Q: 3 clusters Score -928639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -928639.000000 Penalty: 4519.091797
	Iteration 82Q: 3 clusters Score -928639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -928639.437500 Penalty: 4519.091797
	Iteration 83Q: 3 clusters Score -928639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -928640.375000 Penalty: 4519.091797
	Iteration 84Q: 3 clusters Score -928640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -928640.062500 Penalty: 4519.091797
	Iteration 85Q: 3 clusters Score -928640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -928640.562500 Penalty: 4519.091797
	Iteration 86Q: 3 clusters Score -928640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -928640.562500 Penalty: 4519.091797
	Iteration 87Q: 3 clusters Score -928640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -928640.375000 Penalty: 4519.091797
	Iteration 88Q: 3 clusters Score -928640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -928640.375000 Penalty: 4519.091797
	Iteration 89F: 3 clusters Score -928640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -172446.937500 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -172446.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -169990.609375 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -169990.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -170405.812500 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -170405.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -170505.156250 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -170505.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -170558.343750 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -170558.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -170597.390625 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -170597.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -170622.718750 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -170622.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -170638.859375 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -170638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -170648.328125 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -170648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -170654.296875 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -170654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -170658.484375 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -170658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -170660.515625 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -170660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170665.531250 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -170665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170671.031250 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -170671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170675.750000 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -170675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170679.000000 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -170679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -170681.828125 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -170681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -170684.593750 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -170684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170687.218750 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -170687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -170687.531250 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -170687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -170692.671875 Penalty: 3697.828125
	Iteration 19Q: 3 clusters Score -170692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -170695.796875 Penalty: 3697.828125
	Iteration 20F: 3 clusters Score -170695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -170696.234375 Penalty: 3697.828125
	Iteration 21Q: 3 clusters Score -170696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -170696.234375 Penalty: 3697.828125
	Iteration 22F: 3 clusters Score -170696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -194960.546875 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -194960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192399.843750 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -192399.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192866.281250 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -192866.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -192981.828125 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -192981.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -193061.812500 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -193061.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193114.250000 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -193114.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193145.890625 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -193145.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193167.843750 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -193167.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -193190.109375 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -193190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -193202.187500 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -193202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -193208.796875 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -193208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -193216.125000 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -193216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -193221.156250 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -193221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -193225.421875 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -193225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -193233.312500 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -193233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -193237.390625 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -193237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -193241.812500 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -193241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193245.000000 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -193245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -193248.234375 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -193248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -193249.250000 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -193249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -193251.687500 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -193251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -193251.687500 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -193251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -191267.296875 Penalty: 1936.967529
	Iteration 0F: 2 clusters Score -191267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -188411.453125 Penalty: 3873.935059
	Iteration 0F: 3 clusters Score -188411.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -189079.000000 Penalty: 3873.935059
	Iteration 1F: 3 clusters Score -189079 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -189318.156250 Penalty: 3873.935059
	Iteration 2F: 3 clusters Score -189318.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -189473.593750 Penalty: 3873.935059
	Iteration 3F: 3 clusters Score -189473.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -189617.593750 Penalty: 3873.935059
	Iteration 4F: 3 clusters Score -189617.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -189750.656250 Penalty: 3873.935059
	Iteration 5Q: 3 clusters Score -189750.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -189877.203125 Penalty: 3873.935059
	Iteration 6Q: 3 clusters Score -189877.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190000.609375 Penalty: 3873.935059
	Iteration 7Q: 3 clusters Score -190000.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190122.296875 Penalty: 3873.935059
	Iteration 8Q: 3 clusters Score -190122.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -190246.750000 Penalty: 3873.935059
	Iteration 9Q: 3 clusters Score -190246.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190339.234375 Penalty: 3873.935059
	Iteration 10Q: 3 clusters Score -190339.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190440.890625 Penalty: 3873.935059
	Iteration 11Q: 3 clusters Score -190440.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190538.515625 Penalty: 3873.935059
	Iteration 12Q: 3 clusters Score -190538.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -190582.046875 Penalty: 3873.935059
	Iteration 13Q: 3 clusters Score -190582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -190599.171875 Penalty: 3873.935059
	Iteration 14Q: 3 clusters Score -190599.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -190618.687500 Penalty: 3873.935059
	Iteration 15Q: 3 clusters Score -190618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -190630.359375 Penalty: 3873.935059
	Iteration 16Q: 3 clusters Score -190630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -190635.859375 Penalty: 3873.935059
	Iteration 17Q: 3 clusters Score -190635.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190643.140625 Penalty: 3873.935059
	Iteration 18Q: 3 clusters Score -190643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -190646.265625 Penalty: 3873.935059
	Iteration 19Q: 3 clusters Score -190646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190651.406250 Penalty: 3873.935059
	Iteration 20F: 3 clusters Score -190651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -190655.031250 Penalty: 3873.935059
	Iteration 21Q: 3 clusters Score -190655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190659.796875 Penalty: 3873.935059
	Iteration 22Q: 3 clusters Score -190659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190662.421875 Penalty: 3873.935059
	Iteration 23Q: 3 clusters Score -190662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -190665.296875 Penalty: 3873.935059
	Iteration 24Q: 3 clusters Score -190665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190668.640625 Penalty: 3873.935059
	Iteration 25Q: 3 clusters Score -190668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190670.109375 Penalty: 3873.935059
	Iteration 26Q: 3 clusters Score -190670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -190670.734375 Penalty: 3873.935059
	Iteration 27Q: 3 clusters Score -190670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190671.984375 Penalty: 3873.935059
	Iteration 28Q: 3 clusters Score -190672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -190673.453125 Penalty: 3873.935059
	Iteration 29Q: 3 clusters Score -190673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190674.843750 Penalty: 3873.935059
	Iteration 30Q: 3 clusters Score -190674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190675.890625 Penalty: 3873.935059
	Iteration 31Q: 3 clusters Score -190675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190677.531250 Penalty: 3873.935059
	Iteration 32Q: 3 clusters Score -190677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190679.921875 Penalty: 3873.935059
	Iteration 33Q: 3 clusters Score -190679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190681.937500 Penalty: 3873.935059
	Iteration 34Q: 3 clusters Score -190681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190683.062500 Penalty: 3873.935059
	Iteration 35Q: 3 clusters Score -190683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190684.046875 Penalty: 3873.935059
	Iteration 36Q: 3 clusters Score -190684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190684.468750 Penalty: 3873.935059
	Iteration 37Q: 3 clusters Score -190684.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190684.468750 Penalty: 3873.935059
	Iteration 38F: 3 clusters Score -190684.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -200085.500000 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -200085.5 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 1048 members 
Entering Unmasked Estep 
Score: -197362.843750 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -197362.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -197995.468750 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -197995.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -198306.828125 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -198306.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198668.718750 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -198668.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -198971.093750 Penalty: 3804.532715
	Iteration 4F: 3 clusters Score -198971.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199152.656250 Penalty: 3804.532715
	Iteration 5F: 3 clusters Score -199152.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199297.250000 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -199297.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -199366.328125 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -199366.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199405.687500 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -199405.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -199423.453125 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -199423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199431.281250 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -199431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -199438.265625 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -199438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -199446.421875 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -199446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -199451.265625 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -199451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199454.828125 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -199454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -199457.140625 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -199457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -199459.281250 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -199459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -199459.531250 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -199459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -199459.531250 Penalty: 3804.532715
	Iteration 18F: 3 clusters Score -199459.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1507448.750000 Penalty: 2385.017090
	Iteration 0F: 2 clusters Score -1507449 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 7389 members 
Entering Unmasked Estep 
Score: -1496594.750000 Penalty: 4770.034180
	Iteration 0F: 3 clusters Score -1496595 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1500142.000000 Penalty: 4770.034180
	Iteration 1F: 3 clusters Score -1500142 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1500747.750000 Penalty: 4770.034180
	Iteration 2F: 3 clusters Score -1500748 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1501481.750000 Penalty: 4770.034180
	Iteration 3F: 3 clusters Score -1501482 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1502459.125000 Penalty: 4770.034180
	Iteration 4F: 3 clusters Score -1502459 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1503629.375000 Penalty: 4770.034180
	Iteration 5F: 3 clusters Score -1503629 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1504745.750000 Penalty: 4770.034180
	Iteration 6F: 3 clusters Score -1504746 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1505550.875000 Penalty: 4770.034180
	Iteration 7F: 3 clusters Score -1505551 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1506085.375000 Penalty: 4770.034180
	Iteration 8Q: 3 clusters Score -1506085 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1506417.625000 Penalty: 4770.034180
	Iteration 9Q: 3 clusters Score -1506418 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1506592.875000 Penalty: 4770.034180
	Iteration 10Q: 3 clusters Score -1506593 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1506682.875000 Penalty: 4770.034180
	Iteration 11Q: 3 clusters Score -1506683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1506737.500000 Penalty: 4770.034180
	Iteration 12Q: 3 clusters Score -1506738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1506766.875000 Penalty: 4770.034180
	Iteration 13Q: 3 clusters Score -1506767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1506790.000000 Penalty: 4770.034180
	Iteration 14Q: 3 clusters Score -1506790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1506800.625000 Penalty: 4770.034180
	Iteration 15Q: 3 clusters Score -1506801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1506810.375000 Penalty: 4770.034180
	Iteration 16Q: 3 clusters Score -1506810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1506817.625000 Penalty: 4770.034180
	Iteration 17Q: 3 clusters Score -1506818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1506823.250000 Penalty: 4770.034180
	Iteration 18Q: 3 clusters Score -1506823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1506829.000000 Penalty: 4770.034180
	Iteration 19Q: 3 clusters Score -1506829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1506830.750000 Penalty: 4770.034180
	Iteration 20F: 3 clusters Score -1506831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1506836.250000 Penalty: 4770.034180
	Iteration 21Q: 3 clusters Score -1506836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1506839.750000 Penalty: 4770.034180
	Iteration 22Q: 3 clusters Score -1506840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1506840.875000 Penalty: 4770.034180
	Iteration 23Q: 3 clusters Score -1506841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1506846.625000 Penalty: 4770.034180
	Iteration 24Q: 3 clusters Score -1506847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1506849.750000 Penalty: 4770.034180
	Iteration 25Q: 3 clusters Score -1506850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1506852.375000 Penalty: 4770.034180
	Iteration 26Q: 3 clusters Score -1506852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1506852.375000 Penalty: 4770.034180
	Iteration 27Q: 3 clusters Score -1506852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1506852.750000 Penalty: 4770.034180
	Iteration 28Q: 3 clusters Score -1506853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1506852.750000 Penalty: 4770.034180
	Iteration 29F: 3 clusters Score -1506853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -835884.500000 Penalty: 2252.405518
	Iteration 0F: 2 clusters Score -835884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -828952.562500 Penalty: 4504.811035
	Iteration 0F: 3 clusters Score -828952.6 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -830979.062500 Penalty: 4504.811035
	Iteration 1F: 3 clusters Score -830979.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -831323.750000 Penalty: 4504.811035
	Iteration 2F: 3 clusters Score -831323.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -831579.625000 Penalty: 4504.811035
	Iteration 3F: 3 clusters Score -831579.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -831780.687500 Penalty: 4504.811035
	Iteration 4Q: 3 clusters Score -831780.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -831948.250000 Penalty: 4504.811035
	Iteration 5Q: 3 clusters Score -831948.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -832126.437500 Penalty: 4504.811035
	Iteration 6Q: 3 clusters Score -832126.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -832316.750000 Penalty: 4504.811035
	Iteration 7Q: 3 clusters Score -832316.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -832511.250000 Penalty: 4504.811035
	Iteration 8Q: 3 clusters Score -832511.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -832712.250000 Penalty: 4504.811035
	Iteration 9Q: 3 clusters Score -832712.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -832922.562500 Penalty: 4504.811035
	Iteration 10Q: 3 clusters Score -832922.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -833133.625000 Penalty: 4504.811035
	Iteration 11Q: 3 clusters Score -833133.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -833345.625000 Penalty: 4504.811035
	Iteration 12Q: 3 clusters Score -833345.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -833524.625000 Penalty: 4504.811035
	Iteration 13Q: 3 clusters Score -833524.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -833698.750000 Penalty: 4504.811035
	Iteration 14Q: 3 clusters Score -833698.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -833818.312500 Penalty: 4504.811035
	Iteration 15Q: 3 clusters Score -833818.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -833906.187500 Penalty: 4504.811035
	Iteration 16Q: 3 clusters Score -833906.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -833967.312500 Penalty: 4504.811035
	Iteration 17Q: 3 clusters Score -833967.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -834015.000000 Penalty: 4504.811035
	Iteration 18Q: 3 clusters Score -834015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -834059.562500 Penalty: 4504.811035
	Iteration 19Q: 3 clusters Score -834059.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -834102.375000 Penalty: 4504.811035
	Iteration 20F: 3 clusters Score -834102.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -834139.750000 Penalty: 4504.811035
	Iteration 21Q: 3 clusters Score -834139.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -834163.937500 Penalty: 4504.811035
	Iteration 22Q: 3 clusters Score -834163.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -834182.062500 Penalty: 4504.811035
	Iteration 23Q: 3 clusters Score -834182.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -834192.500000 Penalty: 4504.811035
	Iteration 24Q: 3 clusters Score -834192.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -834205.375000 Penalty: 4504.811035
	Iteration 25Q: 3 clusters Score -834205.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -834218.500000 Penalty: 4504.811035
	Iteration 26Q: 3 clusters Score -834218.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -834223.312500 Penalty: 4504.811035
	Iteration 27Q: 3 clusters Score -834223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -834231.750000 Penalty: 4504.811035
	Iteration 28Q: 3 clusters Score -834231.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -834237.687500 Penalty: 4504.811035
	Iteration 29Q: 3 clusters Score -834237.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -834238.000000 Penalty: 4504.811035
	Iteration 30Q: 3 clusters Score -834238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -834242.750000 Penalty: 4504.811035
	Iteration 31Q: 3 clusters Score -834242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -834244.937500 Penalty: 4504.811035
	Iteration 32Q: 3 clusters Score -834244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -834245.562500 Penalty: 4504.811035
	Iteration 33Q: 3 clusters Score -834245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -834246.187500 Penalty: 4504.811035
	Iteration 34Q: 3 clusters Score -834246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -834250.875000 Penalty: 4504.811035
	Iteration 35Q: 3 clusters Score -834250.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -834256.812500 Penalty: 4504.811035
	Iteration 36Q: 3 clusters Score -834256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -834261.125000 Penalty: 4504.811035
	Iteration 37Q: 3 clusters Score -834261.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -834262.500000 Penalty: 4504.811035
	Iteration 38Q: 3 clusters Score -834262.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -834266.687500 Penalty: 4504.811035
	Iteration 39Q: 3 clusters Score -834266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -834268.687500 Penalty: 4504.811035
	Iteration 40F: 3 clusters Score -834268.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -834271.000000 Penalty: 4504.811035
	Iteration 41Q: 3 clusters Score -834271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -834272.062500 Penalty: 4504.811035
	Iteration 42Q: 3 clusters Score -834272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -834274.937500 Penalty: 4504.811035
	Iteration 43Q: 3 clusters Score -834274.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -834281.250000 Penalty: 4504.811035
	Iteration 44Q: 3 clusters Score -834281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -834284.812500 Penalty: 4504.811035
	Iteration 45Q: 3 clusters Score -834284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -834287.625000 Penalty: 4504.811035
	Iteration 46Q: 3 clusters Score -834287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -834286.625000 Penalty: 4504.811035
	Iteration 47Q: 3 clusters Score -834286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -834291.187500 Penalty: 4504.811035
	Iteration 48Q: 3 clusters Score -834291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -834293.562500 Penalty: 4504.811035
	Iteration 49Q: 3 clusters Score -834293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -834294.875000 Penalty: 4504.811035
	Iteration 50Q: 3 clusters Score -834294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -834293.125000 Penalty: 4504.811035
	Iteration 51Q: 3 clusters Score -834293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -834296.062500 Penalty: 4504.811035
	Iteration 52Q: 3 clusters Score -834296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -834296.812500 Penalty: 4504.811035
	Iteration 53Q: 3 clusters Score -834296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -834297.687500 Penalty: 4504.811035
	Iteration 54Q: 3 clusters Score -834297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -834299.187500 Penalty: 4504.811035
	Iteration 55Q: 3 clusters Score -834299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -834300.125000 Penalty: 4504.811035
	Iteration 56Q: 3 clusters Score -834300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -834300.500000 Penalty: 4504.811035
	Iteration 57Q: 3 clusters Score -834300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -834299.750000 Penalty: 4504.811035
	Iteration 58Q: 3 clusters Score -834299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -834298.687500 Penalty: 4504.811035
	Iteration 59Q: 3 clusters Score -834298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -834298.687500 Penalty: 4504.811035
	Iteration 60F: 3 clusters Score -834298.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -723904.875000 Penalty: 2219.410156
	Iteration 0F: 2 clusters Score -723904.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -717639.500000 Penalty: 4438.820312
	Iteration 0F: 3 clusters Score -717639.5 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -719451.125000 Penalty: 4438.820312
	Iteration 1F: 3 clusters Score -719451.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -719803.750000 Penalty: 4438.820312
	Iteration 2F: 3 clusters Score -719803.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -720080.875000 Penalty: 4438.820312
	Iteration 3F: 3 clusters Score -720080.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -720353.187500 Penalty: 4438.820312
	Iteration 4F: 3 clusters Score -720353.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -720615.000000 Penalty: 4438.820312
	Iteration 5Q: 3 clusters Score -720615 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -720890.000000 Penalty: 4438.820312
	Iteration 6Q: 3 clusters Score -720890 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -721169.062500 Penalty: 4438.820312
	Iteration 7Q: 3 clusters Score -721169.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -721404.375000 Penalty: 4438.820312
	Iteration 8Q: 3 clusters Score -721404.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -721613.187500 Penalty: 4438.820312
	Iteration 9Q: 3 clusters Score -721613.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -721782.250000 Penalty: 4438.820312
	Iteration 10Q: 3 clusters Score -721782.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -721904.500000 Penalty: 4438.820312
	Iteration 11Q: 3 clusters Score -721904.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -722009.000000 Penalty: 4438.820312
	Iteration 12Q: 3 clusters Score -722009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -722090.812500 Penalty: 4438.820312
	Iteration 13Q: 3 clusters Score -722090.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -722141.500000 Penalty: 4438.820312
	Iteration 14Q: 3 clusters Score -722141.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -722182.187500 Penalty: 4438.820312
	Iteration 15Q: 3 clusters Score -722182.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -722211.437500 Penalty: 4438.820312
	Iteration 16Q: 3 clusters Score -722211.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -722244.687500 Penalty: 4438.820312
	Iteration 17Q: 3 clusters Score -722244.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -722268.250000 Penalty: 4438.820312
	Iteration 18Q: 3 clusters Score -722268.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -722291.312500 Penalty: 4438.820312
	Iteration 19Q: 3 clusters Score -722291.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -722314.437500 Penalty: 4438.820312
	Iteration 20F: 3 clusters Score -722314.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -722335.812500 Penalty: 4438.820312
	Iteration 21Q: 3 clusters Score -722335.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -722353.625000 Penalty: 4438.820312
	Iteration 22Q: 3 clusters Score -722353.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -722374.250000 Penalty: 4438.820312
	Iteration 23Q: 3 clusters Score -722374.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -722392.562500 Penalty: 4438.820312
	Iteration 24Q: 3 clusters Score -722392.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -722415.187500 Penalty: 4438.820312
	Iteration 25Q: 3 clusters Score -722415.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -722446.062500 Penalty: 4438.820312
	Iteration 26Q: 3 clusters Score -722446.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -722515.000000 Penalty: 4438.820312
	Iteration 27Q: 3 clusters Score -722515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -722640.375000 Penalty: 4438.820312
	Iteration 28Q: 3 clusters Score -722640.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -722754.437500 Penalty: 4438.820312
	Iteration 29Q: 3 clusters Score -722754.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -722826.250000 Penalty: 4438.820312
	Iteration 30Q: 3 clusters Score -722826.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -722874.937500 Penalty: 4438.820312
	Iteration 31Q: 3 clusters Score -722874.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -722925.375000 Penalty: 4438.820312
	Iteration 32Q: 3 clusters Score -722925.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -722962.250000 Penalty: 4438.820312
	Iteration 33Q: 3 clusters Score -722962.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -722985.437500 Penalty: 4438.820312
	Iteration 34Q: 3 clusters Score -722985.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -722997.437500 Penalty: 4438.820312
	Iteration 35Q: 3 clusters Score -722997.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -723006.750000 Penalty: 4438.820312
	Iteration 36Q: 3 clusters Score -723006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -723012.625000 Penalty: 4438.820312
	Iteration 37Q: 3 clusters Score -723012.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -723016.625000 Penalty: 4438.820312
	Iteration 38Q: 3 clusters Score -723016.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -723019.312500 Penalty: 4438.820312
	Iteration 39Q: 3 clusters Score -723019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -723026.875000 Penalty: 4438.820312
	Iteration 40F: 3 clusters Score -723026.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -723030.937500 Penalty: 4438.820312
	Iteration 41Q: 3 clusters Score -723030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -723036.375000 Penalty: 4438.820312
	Iteration 42Q: 3 clusters Score -723036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -723036.625000 Penalty: 4438.820312
	Iteration 43Q: 3 clusters Score -723036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -723035.562500 Penalty: 4438.820312
	Iteration 44Q: 3 clusters Score -723035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -723036.062500 Penalty: 4438.820312
	Iteration 45Q: 3 clusters Score -723036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -723036.062500 Penalty: 4438.820312
	Iteration 46F: 3 clusters Score -723036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1225766.250000 Penalty: 2334.068359
	Iteration 0F: 2 clusters Score -1225766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1216744.750000 Penalty: 4668.136719
	Iteration 0F: 3 clusters Score -1216745 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1219547.750000 Penalty: 4668.136719
	Iteration 1F: 3 clusters Score -1219548 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1219934.000000 Penalty: 4668.136719
	Iteration 2F: 3 clusters Score -1219934 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1220212.125000 Penalty: 4668.136719
	Iteration 3F: 3 clusters Score -1220212 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1220461.750000 Penalty: 4668.136719
	Iteration 4Q: 3 clusters Score -1220462 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1220692.750000 Penalty: 4668.136719
	Iteration 5Q: 3 clusters Score -1220693 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1220898.250000 Penalty: 4668.136719
	Iteration 6Q: 3 clusters Score -1220898 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1221102.500000 Penalty: 4668.136719
	Iteration 7Q: 3 clusters Score -1221102 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1221319.750000 Penalty: 4668.136719
	Iteration 8Q: 3 clusters Score -1221320 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1221577.250000 Penalty: 4668.136719
	Iteration 9Q: 3 clusters Score -1221577 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1221881.500000 Penalty: 4668.136719
	Iteration 10Q: 3 clusters Score -1221882 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1222250.750000 Penalty: 4668.136719
	Iteration 11Q: 3 clusters Score -1222251 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1222613.875000 Penalty: 4668.136719
	Iteration 12Q: 3 clusters Score -1222614 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1223003.250000 Penalty: 4668.136719
	Iteration 13Q: 3 clusters Score -1223003 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1223384.250000 Penalty: 4668.136719
	Iteration 14Q: 3 clusters Score -1223384 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1223680.375000 Penalty: 4668.136719
	Iteration 15Q: 3 clusters Score -1223680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1223878.000000 Penalty: 4668.136719
	Iteration 16Q: 3 clusters Score -1223878 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1224016.625000 Penalty: 4668.136719
	Iteration 17Q: 3 clusters Score -1224017 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1224100.125000 Penalty: 4668.136719
	Iteration 18Q: 3 clusters Score -1224100 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1224162.000000 Penalty: 4668.136719
	Iteration 19Q: 3 clusters Score -1224162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1224215.750000 Penalty: 4668.136719
	Iteration 20F: 3 clusters Score -1224216 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1224266.250000 Penalty: 4668.136719
	Iteration 21Q: 3 clusters Score -1224266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1224297.125000 Penalty: 4668.136719
	Iteration 22Q: 3 clusters Score -1224297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1224316.500000 Penalty: 4668.136719
	Iteration 23Q: 3 clusters Score -1224316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1224332.375000 Penalty: 4668.136719
	Iteration 24Q: 3 clusters Score -1224332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1224343.750000 Penalty: 4668.136719
	Iteration 25Q: 3 clusters Score -1224344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1224353.875000 Penalty: 4668.136719
	Iteration 26Q: 3 clusters Score -1224354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1224358.125000 Penalty: 4668.136719
	Iteration 27Q: 3 clusters Score -1224358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1224363.625000 Penalty: 4668.136719
	Iteration 28Q: 3 clusters Score -1224364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1224368.375000 Penalty: 4668.136719
	Iteration 29Q: 3 clusters Score -1224368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1224374.250000 Penalty: 4668.136719
	Iteration 30Q: 3 clusters Score -1224374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1224377.750000 Penalty: 4668.136719
	Iteration 31Q: 3 clusters Score -1224378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1224374.250000 Penalty: 4668.136719
	Iteration 32Q: 3 clusters Score -1224374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1224378.125000 Penalty: 4668.136719
	Iteration 33Q: 3 clusters Score -1224378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1224382.875000 Penalty: 4668.136719
	Iteration 34Q: 3 clusters Score -1224383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1224382.875000 Penalty: 4668.136719
	Iteration 35Q: 3 clusters Score -1224383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1224387.250000 Penalty: 4668.136719
	Iteration 36Q: 3 clusters Score -1224387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1224392.375000 Penalty: 4668.136719
	Iteration 37Q: 3 clusters Score -1224392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1224398.750000 Penalty: 4668.136719
	Iteration 38Q: 3 clusters Score -1224399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1224403.250000 Penalty: 4668.136719
	Iteration 39Q: 3 clusters Score -1224403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1224403.125000 Penalty: 4668.136719
	Iteration 40F: 3 clusters Score -1224403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1224405.250000 Penalty: 4668.136719
	Iteration 41Q: 3 clusters Score -1224405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1224408.625000 Penalty: 4668.136719
	Iteration 42Q: 3 clusters Score -1224409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1224408.750000 Penalty: 4668.136719
	Iteration 43Q: 3 clusters Score -1224409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1224411.625000 Penalty: 4668.136719
	Iteration 44Q: 3 clusters Score -1224412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1224412.375000 Penalty: 4668.136719
	Iteration 45Q: 3 clusters Score -1224412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1224411.875000 Penalty: 4668.136719
	Iteration 46Q: 3 clusters Score -1224412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1224411.750000 Penalty: 4668.136719
	Iteration 47Q: 3 clusters Score -1224412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1224412.125000 Penalty: 4668.136719
	Iteration 48Q: 3 clusters Score -1224412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1224413.625000 Penalty: 4668.136719
	Iteration 49Q: 3 clusters Score -1224414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1224416.375000 Penalty: 4668.136719
	Iteration 50Q: 3 clusters Score -1224416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1224416.750000 Penalty: 4668.136719
	Iteration 51Q: 3 clusters Score -1224417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1224417.250000 Penalty: 4668.136719
	Iteration 52Q: 3 clusters Score -1224417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1224417.000000 Penalty: 4668.136719
	Iteration 53Q: 3 clusters Score -1224417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1224417.125000 Penalty: 4668.136719
	Iteration 54Q: 3 clusters Score -1224417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1224418.500000 Penalty: 4668.136719
	Iteration 55Q: 3 clusters Score -1224418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1224422.125000 Penalty: 4668.136719
	Iteration 56Q: 3 clusters Score -1224422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1224420.625000 Penalty: 4668.136719
	Iteration 57Q: 3 clusters Score -1224421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1224419.875000 Penalty: 4668.136719
	Iteration 58Q: 3 clusters Score -1224420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1224422.125000 Penalty: 4668.136719
	Iteration 59Q: 3 clusters Score -1224422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1224422.125000 Penalty: 4668.136719
	Iteration 60F: 3 clusters Score -1224422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1224422.000000 Penalty: 4668.136719
	Iteration 61Q: 3 clusters Score -1224422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1224422.000000 Penalty: 4668.136719
	Iteration 62F: 3 clusters Score -1224422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Entering Unmasked Estep 
Score: -1386176.000000 Penalty: 2357.245605
	Iteration 0F: 2 clusters Score -1386176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1376307.875000 Penalty: 4714.491211
	Iteration 0F: 3 clusters Score -1376308 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1379293.375000 Penalty: 4714.491211
	Iteration 1F: 3 clusters Score -1379293 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1379612.125000 Penalty: 4714.491211
	Iteration 2F: 3 clusters Score -1379612 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1379832.625000 Penalty: 4714.491211
	Iteration 3Q: 3 clusters Score -1379833 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1379968.250000 Penalty: 4714.491211
	Iteration 4Q: 3 clusters Score -1379968 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1380077.875000 Penalty: 4714.491211
	Iteration 5Q: 3 clusters Score -1380078 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1380167.500000 Penalty: 4714.491211
	Iteration 6Q: 3 clusters Score -1380168 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1380262.625000 Penalty: 4714.491211
	Iteration 7Q: 3 clusters Score -1380263 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1380339.625000 Penalty: 4714.491211
	Iteration 8Q: 3 clusters Score -1380340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1380412.625000 Penalty: 4714.491211
	Iteration 9Q: 3 clusters Score -1380413 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1380499.500000 Penalty: 4714.491211
	Iteration 10Q: 3 clusters Score -1380500 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1380604.875000 Penalty: 4714.491211
	Iteration 11Q: 3 clusters Score -1380605 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1380726.875000 Penalty: 4714.491211
	Iteration 12Q: 3 clusters Score -1380727 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1380865.875000 Penalty: 4714.491211
	Iteration 13Q: 3 clusters Score -1380866 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1381021.750000 Penalty: 4714.491211
	Iteration 14Q: 3 clusters Score -1381022 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1381213.875000 Penalty: 4714.491211
	Iteration 15Q: 3 clusters Score -1381214 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1381467.375000 Penalty: 4714.491211
	Iteration 16Q: 3 clusters Score -1381467 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1381755.875000 Penalty: 4714.491211
	Iteration 17Q: 3 clusters Score -1381756 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1382106.125000 Penalty: 4714.491211
	Iteration 18Q: 3 clusters Score -1382106 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1382462.250000 Penalty: 4714.491211
	Iteration 19Q: 3 clusters Score -1382462 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1382822.500000 Penalty: 4714.491211
	Iteration 20F: 3 clusters Score -1382822 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1383113.500000 Penalty: 4714.491211
	Iteration 21Q: 3 clusters Score -1383114 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1383381.375000 Penalty: 4714.491211
	Iteration 22Q: 3 clusters Score -1383381 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1383575.375000 Penalty: 4714.491211
	Iteration 23Q: 3 clusters Score -1383575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1383726.500000 Penalty: 4714.491211
	Iteration 24Q: 3 clusters Score -1383726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1383861.000000 Penalty: 4714.491211
	Iteration 25Q: 3 clusters Score -1383861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1383944.000000 Penalty: 4714.491211
	Iteration 26Q: 3 clusters Score -1383944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1384019.625000 Penalty: 4714.491211
	Iteration 27Q: 3 clusters Score -1384020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1384070.875000 Penalty: 4714.491211
	Iteration 28Q: 3 clusters Score -1384071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1384094.375000 Penalty: 4714.491211
	Iteration 29Q: 3 clusters Score -1384094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1384116.625000 Penalty: 4714.491211
	Iteration 30Q: 3 clusters Score -1384117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1384126.250000 Penalty: 4714.491211
	Iteration 31Q: 3 clusters Score -1384126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1384136.500000 Penalty: 4714.491211
	Iteration 32Q: 3 clusters Score -1384136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1384139.875000 Penalty: 4714.491211
	Iteration 33Q: 3 clusters Score -1384140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1384145.375000 Penalty: 4714.491211
	Iteration 34Q: 3 clusters Score -1384145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1384145.375000 Penalty: 4714.491211
	Iteration 35F: 3 clusters Score -1384145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Entering Unmasked Estep 
Score: -983778.250000 Penalty: 2277.987305
	Iteration 0F: 2 clusters Score -983778.2 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 4837 members 
Entering Unmasked Estep 
Score: -976244.187500 Penalty: 4555.974609
	Iteration 0F: 3 clusters Score -976244.2 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -978330.812500 Penalty: 4555.974609
	Iteration 1F: 3 clusters Score -978330.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -978644.187500 Penalty: 4555.974609
	Iteration 2F: 3 clusters Score -978644.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -978876.562500 Penalty: 4555.974609
	Iteration 3F: 3 clusters Score -978876.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -979055.125000 Penalty: 4555.974609
	Iteration 4Q: 3 clusters Score -979055.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -979231.000000 Penalty: 4555.974609
	Iteration 5Q: 3 clusters Score -979231 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -979427.062500 Penalty: 4555.974609
	Iteration 6Q: 3 clusters Score -979427.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -979666.875000 Penalty: 4555.974609
	Iteration 7Q: 3 clusters Score -979666.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -979973.250000 Penalty: 4555.974609
	Iteration 8Q: 3 clusters Score -979973.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -980386.875000 Penalty: 4555.974609
	Iteration 9F: 3 clusters Score -980386.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -980854.312500 Penalty: 4555.974609
	Iteration 10F: 3 clusters Score -980854.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -981274.375000 Penalty: 4555.974609
	Iteration 11F: 3 clusters Score -981274.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -981527.375000 Penalty: 4555.974609
	Iteration 12Q: 3 clusters Score -981527.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -981702.437500 Penalty: 4555.974609
	Iteration 13Q: 3 clusters Score -981702.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -981811.562500 Penalty: 4555.974609
	Iteration 14Q: 3 clusters Score -981811.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -981897.187500 Penalty: 4555.974609
	Iteration 15Q: 3 clusters Score -981897.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -981949.062500 Penalty: 4555.974609
	Iteration 16Q: 3 clusters Score -981949.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -981981.187500 Penalty: 4555.974609
	Iteration 17Q: 3 clusters Score -981981.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -982007.312500 Penalty: 4555.974609
	Iteration 18Q: 3 clusters Score -982007.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -982039.375000 Penalty: 4555.974609
	Iteration 19Q: 3 clusters Score -982039.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -982057.687500 Penalty: 4555.974609
	Iteration 20F: 3 clusters Score -982057.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -982074.625000 Penalty: 4555.974609
	Iteration 21Q: 3 clusters Score -982074.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -982088.437500 Penalty: 4555.974609
	Iteration 22Q: 3 clusters Score -982088.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -982097.312500 Penalty: 4555.974609
	Iteration 23Q: 3 clusters Score -982097.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -982105.000000 Penalty: 4555.974609
	Iteration 24Q: 3 clusters Score -982105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -982113.000000 Penalty: 4555.974609
	Iteration 25Q: 3 clusters Score -982113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -982113.250000 Penalty: 4555.974609
	Iteration 26Q: 3 clusters Score -982113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -982116.125000 Penalty: 4555.974609
	Iteration 27Q: 3 clusters Score -982116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -982116.687500 Penalty: 4555.974609
	Iteration 28Q: 3 clusters Score -982116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -982116.687500 Penalty: 4555.974609
	Iteration 29F: 3 clusters Score -982116.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Entering Unmasked Estep 
Score: -7439421.500000 Penalty: 2774.798584
	Iteration 0F: 2 clusters Score -7439422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -7390996.500000 Penalty: 5549.597168
	Iteration 0F: 3 clusters Score -7390996 nChanged 33734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -7410219.500000 Penalty: 5549.597168
	Iteration 1F: 3 clusters Score -7410220 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -7411057.500000 Penalty: 5549.597168
	Iteration 2Q: 3 clusters Score -7411058 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -7412182.000000 Penalty: 5549.597168
	Iteration 3Q: 3 clusters Score -7412182 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -7414003.500000 Penalty: 5549.597168
	Iteration 4F: 3 clusters Score -7414004 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -7416859.000000 Penalty: 5549.597168
	Iteration 5F: 3 clusters Score -7416859 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -7421606.500000 Penalty: 5549.597168
	Iteration 6F: 3 clusters Score -7421606 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -7427292.000000 Penalty: 5549.597168
	Iteration 7F: 3 clusters Score -7427292 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7432092.500000 Penalty: 5549.597168
	Iteration 8F: 3 clusters Score -7432092 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7434903.000000 Penalty: 5549.597168
	Iteration 9Q: 3 clusters Score -7434903 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7436152.500000 Penalty: 5549.597168
	Iteration 10Q: 3 clusters Score -7436152 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7436591.000000 Penalty: 5549.597168
	Iteration 11Q: 3 clusters Score -7436591 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7436754.000000 Penalty: 5549.597168
	Iteration 12Q: 3 clusters Score -7436754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7436819.000000 Penalty: 5549.597168
	Iteration 13Q: 3 clusters Score -7436819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7436861.500000 Penalty: 5549.597168
	Iteration 14Q: 3 clusters Score -7436862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7436902.000000 Penalty: 5549.597168
	Iteration 15Q: 3 clusters Score -7436902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7436917.500000 Penalty: 5549.597168
	Iteration 16Q: 3 clusters Score -7436918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7436928.500000 Penalty: 5549.597168
	Iteration 17Q: 3 clusters Score -7436928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7436930.500000 Penalty: 5549.597168
	Iteration 18Q: 3 clusters Score -7436930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7436934.000000 Penalty: 5549.597168
	Iteration 19Q: 3 clusters Score -7436934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7436939.000000 Penalty: 5549.597168
	Iteration 20F: 3 clusters Score -7436939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7436936.000000 Penalty: 5549.597168
	Iteration 21Q: 3 clusters Score -7436936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7436942.000000 Penalty: 5549.597168
	Iteration 22Q: 3 clusters Score -7436942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7436948.500000 Penalty: 5549.597168
	Iteration 23Q: 3 clusters Score -7436948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7436950.500000 Penalty: 5549.597168
	Iteration 24Q: 3 clusters Score -7436950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7436950.500000 Penalty: 5549.597168
	Iteration 25F: 3 clusters Score -7436950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -83201.921875 Penalty: 1691.093140
	Iteration 0F: 2 clusters Score -83201.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81392.851562 Penalty: 3382.186279
	Iteration 0F: 3 clusters Score -81392.85 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -81738.968750 Penalty: 3382.186279
	Iteration 1F: 3 clusters Score -81738.97 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81978.765625 Penalty: 3382.186279
	Iteration 2F: 3 clusters Score -81978.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82122.539062 Penalty: 3382.186279
	Iteration 3F: 3 clusters Score -82122.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -82241.507812 Penalty: 3382.186279
	Iteration 4F: 3 clusters Score -82241.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -82302.601562 Penalty: 3382.186279
	Iteration 5Q: 3 clusters Score -82302.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82352.335938 Penalty: 3382.186279
	Iteration 6Q: 3 clusters Score -82352.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -82388.210938 Penalty: 3382.186279
	Iteration 7Q: 3 clusters Score -82388.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82406.062500 Penalty: 3382.186279
	Iteration 8Q: 3 clusters Score -82406.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82420.484375 Penalty: 3382.186279
	Iteration 9Q: 3 clusters Score -82420.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82434.593750 Penalty: 3382.186279
	Iteration 10Q: 3 clusters Score -82434.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -82446.328125 Penalty: 3382.186279
	Iteration 11Q: 3 clusters Score -82446.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82466.921875 Penalty: 3382.186279
	Iteration 12Q: 3 clusters Score -82466.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82482.843750 Penalty: 3382.186279
	Iteration 13Q: 3 clusters Score -82482.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82501.101562 Penalty: 3382.186279
	Iteration 14Q: 3 clusters Score -82501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82530.664062 Penalty: 3382.186279
	Iteration 15Q: 3 clusters Score -82530.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82579.203125 Penalty: 3382.186279
	Iteration 16Q: 3 clusters Score -82579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82615.750000 Penalty: 3382.186279
	Iteration 17Q: 3 clusters Score -82615.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -82651.257812 Penalty: 3382.186279
	Iteration 18Q: 3 clusters Score -82651.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -82687.210938 Penalty: 3382.186279
	Iteration 19Q: 3 clusters Score -82687.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -82706.382812 Penalty: 3382.186279
	Iteration 20F: 3 clusters Score -82706.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -82709.406250 Penalty: 3382.186279
	Iteration 21Q: 3 clusters Score -82709.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82713.562500 Penalty: 3382.186279
	Iteration 22Q: 3 clusters Score -82713.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82717.234375 Penalty: 3382.186279
	Iteration 23Q: 3 clusters Score -82717.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82717.234375 Penalty: 3382.186279
	Iteration 24F: 3 clusters Score -82717.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -781844.875000 Penalty: 2218.021973
	Iteration 0F: 2 clusters Score -781844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -775665.187500 Penalty: 4436.043945
	Iteration 0F: 3 clusters Score -775665.2 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -777306.062500 Penalty: 4436.043945
	Iteration 1F: 3 clusters Score -777306.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -777614.625000 Penalty: 4436.043945
	Iteration 2F: 3 clusters Score -777614.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -777856.250000 Penalty: 4436.043945
	Iteration 3F: 3 clusters Score -777856.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -778062.375000 Penalty: 4436.043945
	Iteration 4F: 3 clusters Score -778062.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -778250.937500 Penalty: 4436.043945
	Iteration 5Q: 3 clusters Score -778250.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -778437.750000 Penalty: 4436.043945
	Iteration 6Q: 3 clusters Score -778437.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -778626.000000 Penalty: 4436.043945
	Iteration 7Q: 3 clusters Score -778626 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -778847.062500 Penalty: 4436.043945
	Iteration 8Q: 3 clusters Score -778847.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -779070.312500 Penalty: 4436.043945
	Iteration 9Q: 3 clusters Score -779070.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -779303.687500 Penalty: 4436.043945
	Iteration 10Q: 3 clusters Score -779303.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -779505.375000 Penalty: 4436.043945
	Iteration 11Q: 3 clusters Score -779505.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -779649.437500 Penalty: 4436.043945
	Iteration 12Q: 3 clusters Score -779649.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -779742.187500 Penalty: 4436.043945
	Iteration 13Q: 3 clusters Score -779742.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -779800.562500 Penalty: 4436.043945
	Iteration 14Q: 3 clusters Score -779800.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -779843.750000 Penalty: 4436.043945
	Iteration 15Q: 3 clusters Score -779843.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -779878.437500 Penalty: 4436.043945
	Iteration 16Q: 3 clusters Score -779878.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -779903.187500 Penalty: 4436.043945
	Iteration 17Q: 3 clusters Score -779903.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -779919.062500 Penalty: 4436.043945
	Iteration 18Q: 3 clusters Score -779919.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -779933.062500 Penalty: 4436.043945
	Iteration 19Q: 3 clusters Score -779933.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -779944.375000 Penalty: 4436.043945
	Iteration 20F: 3 clusters Score -779944.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -779960.750000 Penalty: 4436.043945
	Iteration 21Q: 3 clusters Score -779960.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -779972.937500 Penalty: 4436.043945
	Iteration 22Q: 3 clusters Score -779972.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -779994.187500 Penalty: 4436.043945
	Iteration 23Q: 3 clusters Score -779994.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -780009.562500 Penalty: 4436.043945
	Iteration 24Q: 3 clusters Score -780009.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -780026.000000 Penalty: 4436.043945
	Iteration 25Q: 3 clusters Score -780026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -780046.750000 Penalty: 4436.043945
	Iteration 26Q: 3 clusters Score -780046.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -780063.625000 Penalty: 4436.043945
	Iteration 27Q: 3 clusters Score -780063.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -780075.437500 Penalty: 4436.043945
	Iteration 28Q: 3 clusters Score -780075.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -780084.812500 Penalty: 4436.043945
	Iteration 29Q: 3 clusters Score -780084.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -780097.062500 Penalty: 4436.043945
	Iteration 30Q: 3 clusters Score -780097.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -780106.375000 Penalty: 4436.043945
	Iteration 31Q: 3 clusters Score -780106.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -780113.437500 Penalty: 4436.043945
	Iteration 32Q: 3 clusters Score -780113.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -780117.625000 Penalty: 4436.043945
	Iteration 33Q: 3 clusters Score -780117.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -780125.187500 Penalty: 4436.043945
	Iteration 34Q: 3 clusters Score -780125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -780127.812500 Penalty: 4436.043945
	Iteration 35Q: 3 clusters Score -780127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -780130.312500 Penalty: 4436.043945
	Iteration 36Q: 3 clusters Score -780130.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -780135.125000 Penalty: 4436.043945
	Iteration 37Q: 3 clusters Score -780135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -780137.687500 Penalty: 4436.043945
	Iteration 38Q: 3 clusters Score -780137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -780143.687500 Penalty: 4436.043945
	Iteration 39Q: 3 clusters Score -780143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -780147.187500 Penalty: 4436.043945
	Iteration 40F: 3 clusters Score -780147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -780151.750000 Penalty: 4436.043945
	Iteration 41Q: 3 clusters Score -780151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -780154.687500 Penalty: 4436.043945
	Iteration 42Q: 3 clusters Score -780154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -780154.375000 Penalty: 4436.043945
	Iteration 43Q: 3 clusters Score -780154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -780157.875000 Penalty: 4436.043945
	Iteration 44Q: 3 clusters Score -780157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -780159.437500 Penalty: 4436.043945
	Iteration 45Q: 3 clusters Score -780159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -780163.562500 Penalty: 4436.043945
	Iteration 46Q: 3 clusters Score -780163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -780166.000000 Penalty: 4436.043945
	Iteration 47Q: 3 clusters Score -780166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -780166.000000 Penalty: 4436.043945
	Iteration 48Q: 3 clusters Score -780166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -780168.937500 Penalty: 4436.043945
	Iteration 49Q: 3 clusters Score -780168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -780170.625000 Penalty: 4436.043945
	Iteration 50Q: 3 clusters Score -780170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -780172.750000 Penalty: 4436.043945
	Iteration 51Q: 3 clusters Score -780172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -780172.062500 Penalty: 4436.043945
	Iteration 52Q: 3 clusters Score -780172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -780172.062500 Penalty: 4436.043945
	Iteration 53F: 3 clusters Score -780172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Entering Unmasked Estep 
Score: -772384.625000 Penalty: 2209.188477
	Iteration 0F: 2 clusters Score -772384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -766369.750000 Penalty: 4418.376953
	Iteration 0F: 3 clusters Score -766369.8 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -767924.937500 Penalty: 4418.376953
	Iteration 1F: 3 clusters Score -767924.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -768162.000000 Penalty: 4418.376953
	Iteration 2F: 3 clusters Score -768162 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -768353.375000 Penalty: 4418.376953
	Iteration 3F: 3 clusters Score -768353.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -768555.125000 Penalty: 4418.376953
	Iteration 4Q: 3 clusters Score -768555.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -768773.437500 Penalty: 4418.376953
	Iteration 5Q: 3 clusters Score -768773.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -769012.312500 Penalty: 4418.376953
	Iteration 6Q: 3 clusters Score -769012.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -769303.062500 Penalty: 4418.376953
	Iteration 7F: 3 clusters Score -769303.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -769622.437500 Penalty: 4418.376953
	Iteration 8F: 3 clusters Score -769622.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -769921.937500 Penalty: 4418.376953
	Iteration 9F: 3 clusters Score -769921.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -770181.562500 Penalty: 4418.376953
	Iteration 10Q: 3 clusters Score -770181.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -770368.562500 Penalty: 4418.376953
	Iteration 11Q: 3 clusters Score -770368.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -770478.812500 Penalty: 4418.376953
	Iteration 12Q: 3 clusters Score -770478.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -770546.125000 Penalty: 4418.376953
	Iteration 13Q: 3 clusters Score -770546.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -770591.875000 Penalty: 4418.376953
	Iteration 14Q: 3 clusters Score -770591.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -770622.937500 Penalty: 4418.376953
	Iteration 15Q: 3 clusters Score -770622.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -770642.125000 Penalty: 4418.376953
	Iteration 16Q: 3 clusters Score -770642.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -770654.312500 Penalty: 4418.376953
	Iteration 17Q: 3 clusters Score -770654.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -770663.250000 Penalty: 4418.376953
	Iteration 18Q: 3 clusters Score -770663.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -770670.062500 Penalty: 4418.376953
	Iteration 19Q: 3 clusters Score -770670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -770676.625000 Penalty: 4418.376953
	Iteration 20F: 3 clusters Score -770676.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -770682.062500 Penalty: 4418.376953
	Iteration 21Q: 3 clusters Score -770682.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -770685.500000 Penalty: 4418.376953
	Iteration 22Q: 3 clusters Score -770685.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -770690.687500 Penalty: 4418.376953
	Iteration 23Q: 3 clusters Score -770690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -770693.500000 Penalty: 4418.376953
	Iteration 24Q: 3 clusters Score -770693.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -770694.375000 Penalty: 4418.376953
	Iteration 25Q: 3 clusters Score -770694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -770698.000000 Penalty: 4418.376953
	Iteration 26Q: 3 clusters Score -770698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -770698.125000 Penalty: 4418.376953
	Iteration 27Q: 3 clusters Score -770698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -770699.125000 Penalty: 4418.376953
	Iteration 28Q: 3 clusters Score -770699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -770700.250000 Penalty: 4418.376953
	Iteration 29Q: 3 clusters Score -770700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -770699.562500 Penalty: 4418.376953
	Iteration 30Q: 3 clusters Score -770699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -770700.437500 Penalty: 4418.376953
	Iteration 31Q: 3 clusters Score -770700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -770700.437500 Penalty: 4418.376953
	Iteration 32F: 3 clusters Score -770700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -440446.781250 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -440446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -436267.906250 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -436267.9 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -437305.000000 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -437305 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -437549.656250 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -437549.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -437745.750000 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -437745.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -437926.968750 Penalty: 4172.158691
	Iteration 4F: 3 clusters Score -437927 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -438118.656250 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -438118.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -438291.593750 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -438291.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -438443.687500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -438443.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -438590.343750 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -438590.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -438741.750000 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -438741.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -438840.875000 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -438840.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -438897.593750 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -438897.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -438941.468750 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -438941.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438980.718750 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -438980.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -439013.375000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -439013.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -439039.687500 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -439039.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -439064.343750 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -439064.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -439089.875000 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -439089.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -439116.937500 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -439116.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -439142.531250 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -439142.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -439158.000000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -439158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -439180.718750 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -439180.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -439200.687500 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -439200.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -439217.312500 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -439217.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -439231.656250 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -439231.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -439240.468750 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -439240.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -439254.437500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -439254.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -439266.437500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -439266.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -439276.375000 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -439276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -439284.656250 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -439284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -439290.593750 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -439290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -439296.281250 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -439296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -439301.687500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -439301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -439303.593750 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -439303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -439305.468750 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -439305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -439305.875000 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -439305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -439307.062500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -439307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -439307.312500 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -439307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -439308.187500 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -439308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -439310.562500 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -439310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -439311.000000 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -439311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -439312.187500 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -439312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -439312.406250 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -439312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -439312.781250 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -439312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -439314.593750 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -439314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -439315.093750 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -439315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -439315.437500 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -439315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -439317.250000 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -439317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -439317.250000 Penalty: 4172.158691
	Iteration 48F: 3 clusters Score -439317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Entering Unmasked Estep 
Score: -1181041.500000 Penalty: 2318.134277
	Iteration 0F: 2 clusters Score -1181042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1172439.875000 Penalty: 4636.268555
	Iteration 0F: 3 clusters Score -1172440 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1175058.625000 Penalty: 4636.268555
	Iteration 1F: 3 clusters Score -1175059 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1175410.250000 Penalty: 4636.268555
	Iteration 2F: 3 clusters Score -1175410 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1175706.125000 Penalty: 4636.268555
	Iteration 3F: 3 clusters Score -1175706 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1176050.750000 Penalty: 4636.268555
	Iteration 4Q: 3 clusters Score -1176051 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1176503.875000 Penalty: 4636.268555
	Iteration 5F: 3 clusters Score -1176504 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1177106.625000 Penalty: 4636.268555
	Iteration 6F: 3 clusters Score -1177107 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1177795.500000 Penalty: 4636.268555
	Iteration 7F: 3 clusters Score -1177796 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1178392.375000 Penalty: 4636.268555
	Iteration 8F: 3 clusters Score -1178392 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1178736.375000 Penalty: 4636.268555
	Iteration 9Q: 3 clusters Score -1178736 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1178917.000000 Penalty: 4636.268555
	Iteration 10Q: 3 clusters Score -1178917 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1179021.125000 Penalty: 4636.268555
	Iteration 11Q: 3 clusters Score -1179021 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1179081.750000 Penalty: 4636.268555
	Iteration 12Q: 3 clusters Score -1179082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1179119.625000 Penalty: 4636.268555
	Iteration 13Q: 3 clusters Score -1179120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1179148.125000 Penalty: 4636.268555
	Iteration 14Q: 3 clusters Score -1179148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1179187.375000 Penalty: 4636.268555
	Iteration 15Q: 3 clusters Score -1179187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1179232.500000 Penalty: 4636.268555
	Iteration 16Q: 3 clusters Score -1179232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1179282.000000 Penalty: 4636.268555
	Iteration 17Q: 3 clusters Score -1179282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1179341.625000 Penalty: 4636.268555
	Iteration 18Q: 3 clusters Score -1179342 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1179415.750000 Penalty: 4636.268555
	Iteration 19Q: 3 clusters Score -1179416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1179480.500000 Penalty: 4636.268555
	Iteration 20F: 3 clusters Score -1179480 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1179546.625000 Penalty: 4636.268555
	Iteration 21Q: 3 clusters Score -1179547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1179619.500000 Penalty: 4636.268555
	Iteration 22Q: 3 clusters Score -1179620 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1179689.000000 Penalty: 4636.268555
	Iteration 23Q: 3 clusters Score -1179689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1179745.500000 Penalty: 4636.268555
	Iteration 24Q: 3 clusters Score -1179746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1179803.375000 Penalty: 4636.268555
	Iteration 25Q: 3 clusters Score -1179803 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1179864.375000 Penalty: 4636.268555
	Iteration 26Q: 3 clusters Score -1179864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1179899.125000 Penalty: 4636.268555
	Iteration 27Q: 3 clusters Score -1179899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1179937.375000 Penalty: 4636.268555
	Iteration 28Q: 3 clusters Score -1179937 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1179974.000000 Penalty: 4636.268555
	Iteration 29Q: 3 clusters Score -1179974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1180002.125000 Penalty: 4636.268555
	Iteration 30Q: 3 clusters Score -1180002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1180025.000000 Penalty: 4636.268555
	Iteration 31Q: 3 clusters Score -1180025 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1180050.250000 Penalty: 4636.268555
	Iteration 32Q: 3 clusters Score -1180050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1180071.750000 Penalty: 4636.268555
	Iteration 33Q: 3 clusters Score -1180072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1180089.000000 Penalty: 4636.268555
	Iteration 34Q: 3 clusters Score -1180089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1180096.750000 Penalty: 4636.268555
	Iteration 35Q: 3 clusters Score -1180097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1180106.875000 Penalty: 4636.268555
	Iteration 36Q: 3 clusters Score -1180107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1180118.000000 Penalty: 4636.268555
	Iteration 37Q: 3 clusters Score -1180118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1180126.375000 Penalty: 4636.268555
	Iteration 38Q: 3 clusters Score -1180126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1180131.125000 Penalty: 4636.268555
	Iteration 39Q: 3 clusters Score -1180131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1180141.250000 Penalty: 4636.268555
	Iteration 40F: 3 clusters Score -1180141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1180144.750000 Penalty: 4636.268555
	Iteration 41Q: 3 clusters Score -1180145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1180152.750000 Penalty: 4636.268555
	Iteration 42Q: 3 clusters Score -1180153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1180157.750000 Penalty: 4636.268555
	Iteration 43Q: 3 clusters Score -1180158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1180165.000000 Penalty: 4636.268555
	Iteration 44Q: 3 clusters Score -1180165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1180167.875000 Penalty: 4636.268555
	Iteration 45Q: 3 clusters Score -1180168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1180172.750000 Penalty: 4636.268555
	Iteration 46Q: 3 clusters Score -1180173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1180175.750000 Penalty: 4636.268555
	Iteration 47Q: 3 clusters Score -1180176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1180179.750000 Penalty: 4636.268555
	Iteration 48Q: 3 clusters Score -1180180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1180185.125000 Penalty: 4636.268555
	Iteration 49Q: 3 clusters Score -1180185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1180189.875000 Penalty: 4636.268555
	Iteration 50Q: 3 clusters Score -1180190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1180192.250000 Penalty: 4636.268555
	Iteration 51Q: 3 clusters Score -1180192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1180195.875000 Penalty: 4636.268555
	Iteration 52Q: 3 clusters Score -1180196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1180199.750000 Penalty: 4636.268555
	Iteration 53Q: 3 clusters Score -1180200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1180201.875000 Penalty: 4636.268555
	Iteration 54Q: 3 clusters Score -1180202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1180208.750000 Penalty: 4636.268555
	Iteration 55Q: 3 clusters Score -1180209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1180210.875000 Penalty: 4636.268555
	Iteration 56Q: 3 clusters Score -1180211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1180212.000000 Penalty: 4636.268555
	Iteration 57Q: 3 clusters Score -1180212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1180215.250000 Penalty: 4636.268555
	Iteration 58Q: 3 clusters Score -1180215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1180220.625000 Penalty: 4636.268555
	Iteration 59Q: 3 clusters Score -1180221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1180223.875000 Penalty: 4636.268555
	Iteration 60F: 3 clusters Score -1180224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1180227.125000 Penalty: 4636.268555
	Iteration 61Q: 3 clusters Score -1180227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1180227.250000 Penalty: 4636.268555
	Iteration 62Q: 3 clusters Score -1180227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1180231.625000 Penalty: 4636.268555
	Iteration 63Q: 3 clusters Score -1180232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1180229.000000 Penalty: 4636.268555
	Iteration 64Q: 3 clusters Score -1180229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1180234.875000 Penalty: 4636.268555
	Iteration 65Q: 3 clusters Score -1180235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1180231.500000 Penalty: 4636.268555
	Iteration 66Q: 3 clusters Score -1180232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1180236.250000 Penalty: 4636.268555
	Iteration 67Q: 3 clusters Score -1180236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1180239.625000 Penalty: 4636.268555
	Iteration 68Q: 3 clusters Score -1180240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1180240.500000 Penalty: 4636.268555
	Iteration 69Q: 3 clusters Score -1180240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1180240.000000 Penalty: 4636.268555
	Iteration 70Q: 3 clusters Score -1180240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1180244.375000 Penalty: 4636.268555
	Iteration 71Q: 3 clusters Score -1180244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1180244.625000 Penalty: 4636.268555
	Iteration 72Q: 3 clusters Score -1180245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1180245.875000 Penalty: 4636.268555
	Iteration 73Q: 3 clusters Score -1180246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1180245.625000 Penalty: 4636.268555
	Iteration 74Q: 3 clusters Score -1180246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1180248.500000 Penalty: 4636.268555
	Iteration 75Q: 3 clusters Score -1180248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1180250.500000 Penalty: 4636.268555
	Iteration 76Q: 3 clusters Score -1180250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1180250.500000 Penalty: 4636.268555
	Iteration 77Q: 3 clusters Score -1180250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1180250.000000 Penalty: 4636.268555
	Iteration 78Q: 3 clusters Score -1180250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1180250.000000 Penalty: 4636.268555
	Iteration 79F: 3 clusters Score -1180250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -517676.562500 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -517676.6 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 2677 members 
Entering Unmasked Estep 
Score: -512931.062500 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -512931.1 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -514091.250000 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -514091.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -514326.406250 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -514326.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -514461.562500 Penalty: 4255.110840
	Iteration 3Q: 3 clusters Score -514461.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -514555.218750 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -514555.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -514636.125000 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -514636.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -514701.781250 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -514701.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -514757.343750 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -514757.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -514810.968750 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -514811 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -514855.531250 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -514855.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -514902.093750 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -514902.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -514935.812500 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -514935.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -514961.593750 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -514961.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -514976.031250 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -514976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -514986.843750 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -514986.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -514997.531250 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -514997.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -515004.437500 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -515004.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -515015.906250 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -515015.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -515024.593750 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -515024.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -515032.375000 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -515032.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -515041.093750 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -515041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -515051.281250 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -515051.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -515058.968750 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -515059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -515067.843750 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -515067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -515078.156250 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -515078.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -515088.125000 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -515088.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -515100.593750 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -515100.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -515112.687500 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -515112.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -515122.625000 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -515122.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -515135.937500 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -515135.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -515150.156250 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -515150.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -515171.718750 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -515171.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -515192.750000 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -515192.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -515212.062500 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -515212.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -515233.531250 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -515233.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -515252.281250 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -515252.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -515278.187500 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -515278.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -515313.125000 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -515313.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -515350.468750 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -515350.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -515388.750000 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -515388.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -515432.906250 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -515432.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -515475.250000 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -515475.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -515520.968750 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -515521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -515579.031250 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -515579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -515647.687500 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -515647.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -515728.812500 Penalty: 4255.110840
	Iteration 45Q: 3 clusters Score -515728.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -515797.187500 Penalty: 4255.110840
	Iteration 46Q: 3 clusters Score -515797.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -515844.093750 Penalty: 4255.110840
	Iteration 47Q: 3 clusters Score -515844.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -515866.437500 Penalty: 4255.110840
	Iteration 48Q: 3 clusters Score -515866.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -515881.718750 Penalty: 4255.110840
	Iteration 49Q: 3 clusters Score -515881.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -515895.500000 Penalty: 4255.110840
	Iteration 50Q: 3 clusters Score -515895.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -515912.812500 Penalty: 4255.110840
	Iteration 51Q: 3 clusters Score -515912.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -515927.843750 Penalty: 4255.110840
	Iteration 52Q: 3 clusters Score -515927.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -515940.562500 Penalty: 4255.110840
	Iteration 53Q: 3 clusters Score -515940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -515948.093750 Penalty: 4255.110840
	Iteration 54Q: 3 clusters Score -515948.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -515955.812500 Penalty: 4255.110840
	Iteration 55Q: 3 clusters Score -515955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -515962.656250 Penalty: 4255.110840
	Iteration 56Q: 3 clusters Score -515962.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -515969.093750 Penalty: 4255.110840
	Iteration 57Q: 3 clusters Score -515969.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -515969.500000 Penalty: 4255.110840
	Iteration 58Q: 3 clusters Score -515969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -515970.437500 Penalty: 4255.110840
	Iteration 59Q: 3 clusters Score -515970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -515971.281250 Penalty: 4255.110840
	Iteration 60F: 3 clusters Score -515971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -515971.250000 Penalty: 4255.110840
	Iteration 61Q: 3 clusters Score -515971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -515971.250000 Penalty: 4255.110840
	Iteration 62F: 3 clusters Score -515971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -565298.937500 Penalty: 2178.927490
	Iteration 0F: 2 clusters Score -565298.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -559782.625000 Penalty: 4357.854980
	Iteration 0F: 3 clusters Score -559782.6 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -561385.062500 Penalty: 4357.854980
	Iteration 1F: 3 clusters Score -561385.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -561836.312500 Penalty: 4357.854980
	Iteration 2F: 3 clusters Score -561836.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -562230.750000 Penalty: 4357.854980
	Iteration 3F: 3 clusters Score -562230.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -562552.625000 Penalty: 4357.854980
	Iteration 4F: 3 clusters Score -562552.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -562828.562500 Penalty: 4357.854980
	Iteration 5F: 3 clusters Score -562828.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -563030.750000 Penalty: 4357.854980
	Iteration 6Q: 3 clusters Score -563030.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -563179.000000 Penalty: 4357.854980
	Iteration 7Q: 3 clusters Score -563179 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -563287.062500 Penalty: 4357.854980
	Iteration 8Q: 3 clusters Score -563287.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -563366.875000 Penalty: 4357.854980
	Iteration 9Q: 3 clusters Score -563366.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -563437.312500 Penalty: 4357.854980
	Iteration 10Q: 3 clusters Score -563437.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -563497.875000 Penalty: 4357.854980
	Iteration 11Q: 3 clusters Score -563497.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -563564.312500 Penalty: 4357.854980
	Iteration 12Q: 3 clusters Score -563564.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -563621.312500 Penalty: 4357.854980
	Iteration 13Q: 3 clusters Score -563621.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -563663.312500 Penalty: 4357.854980
	Iteration 14Q: 3 clusters Score -563663.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -563697.500000 Penalty: 4357.854980
	Iteration 15Q: 3 clusters Score -563697.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -563722.812500 Penalty: 4357.854980
	Iteration 16Q: 3 clusters Score -563722.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -563748.250000 Penalty: 4357.854980
	Iteration 17Q: 3 clusters Score -563748.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -563768.500000 Penalty: 4357.854980
	Iteration 18Q: 3 clusters Score -563768.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -563783.812500 Penalty: 4357.854980
	Iteration 19Q: 3 clusters Score -563783.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -563796.875000 Penalty: 4357.854980
	Iteration 20F: 3 clusters Score -563796.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -563805.250000 Penalty: 4357.854980
	Iteration 21Q: 3 clusters Score -563805.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -563812.125000 Penalty: 4357.854980
	Iteration 22Q: 3 clusters Score -563812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -563818.187500 Penalty: 4357.854980
	Iteration 23Q: 3 clusters Score -563818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -563825.000000 Penalty: 4357.854980
	Iteration 24Q: 3 clusters Score -563825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -563832.000000 Penalty: 4357.854980
	Iteration 25Q: 3 clusters Score -563832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -563840.125000 Penalty: 4357.854980
	Iteration 26Q: 3 clusters Score -563840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -563846.000000 Penalty: 4357.854980
	Iteration 27Q: 3 clusters Score -563846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -563851.062500 Penalty: 4357.854980
	Iteration 28Q: 3 clusters Score -563851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -563855.687500 Penalty: 4357.854980
	Iteration 29Q: 3 clusters Score -563855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -563857.625000 Penalty: 4357.854980
	Iteration 30Q: 3 clusters Score -563857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -563859.750000 Penalty: 4357.854980
	Iteration 31Q: 3 clusters Score -563859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -563863.062500 Penalty: 4357.854980
	Iteration 32Q: 3 clusters Score -563863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -563865.625000 Penalty: 4357.854980
	Iteration 33Q: 3 clusters Score -563865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -563867.062500 Penalty: 4357.854980
	Iteration 34Q: 3 clusters Score -563867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -563871.687500 Penalty: 4357.854980
	Iteration 35Q: 3 clusters Score -563871.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -563877.125000 Penalty: 4357.854980
	Iteration 36Q: 3 clusters Score -563877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -563881.375000 Penalty: 4357.854980
	Iteration 37Q: 3 clusters Score -563881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -563884.312500 Penalty: 4357.854980
	Iteration 38Q: 3 clusters Score -563884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -563886.937500 Penalty: 4357.854980
	Iteration 39Q: 3 clusters Score -563886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -563888.250000 Penalty: 4357.854980
	Iteration 40F: 3 clusters Score -563888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -563892.812500 Penalty: 4357.854980
	Iteration 41Q: 3 clusters Score -563892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -563892.687500 Penalty: 4357.854980
	Iteration 42Q: 3 clusters Score -563892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -563895.875000 Penalty: 4357.854980
	Iteration 43Q: 3 clusters Score -563895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -563899.062500 Penalty: 4357.854980
	Iteration 44Q: 3 clusters Score -563899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -563898.312500 Penalty: 4357.854980
	Iteration 45Q: 3 clusters Score -563898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -563900.937500 Penalty: 4357.854980
	Iteration 46Q: 3 clusters Score -563900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -563900.812500 Penalty: 4357.854980
	Iteration 47Q: 3 clusters Score -563900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -563901.750000 Penalty: 4357.854980
	Iteration 48Q: 3 clusters Score -563901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -563902.250000 Penalty: 4357.854980
	Iteration 49Q: 3 clusters Score -563902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -563902.937500 Penalty: 4357.854980
	Iteration 50Q: 3 clusters Score -563902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -563902.937500 Penalty: 4357.854980
	Iteration 51F: 3 clusters Score -563902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Entering Unmasked Estep 
Score: -904091.125000 Penalty: 2250.310791
	Iteration 0F: 2 clusters Score -904091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -897259.375000 Penalty: 4500.621582
	Iteration 0F: 3 clusters Score -897259.4 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -899206.250000 Penalty: 4500.621582
	Iteration 1F: 3 clusters Score -899206.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -899491.312500 Penalty: 4500.621582
	Iteration 2F: 3 clusters Score -899491.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -899687.875000 Penalty: 4500.621582
	Iteration 3Q: 3 clusters Score -899687.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -899863.312500 Penalty: 4500.621582
	Iteration 4Q: 3 clusters Score -899863.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -900046.625000 Penalty: 4500.621582
	Iteration 5Q: 3 clusters Score -900046.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -900226.812500 Penalty: 4500.621582
	Iteration 6Q: 3 clusters Score -900226.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -900395.062500 Penalty: 4500.621582
	Iteration 7Q: 3 clusters Score -900395.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -900538.625000 Penalty: 4500.621582
	Iteration 8Q: 3 clusters Score -900538.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -900663.875000 Penalty: 4500.621582
	Iteration 9Q: 3 clusters Score -900663.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -900795.375000 Penalty: 4500.621582
	Iteration 10Q: 3 clusters Score -900795.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -900922.125000 Penalty: 4500.621582
	Iteration 11Q: 3 clusters Score -900922.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -901054.687500 Penalty: 4500.621582
	Iteration 12Q: 3 clusters Score -901054.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -901177.062500 Penalty: 4500.621582
	Iteration 13Q: 3 clusters Score -901177.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -901274.750000 Penalty: 4500.621582
	Iteration 14Q: 3 clusters Score -901274.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -901359.125000 Penalty: 4500.621582
	Iteration 15Q: 3 clusters Score -901359.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -901433.187500 Penalty: 4500.621582
	Iteration 16Q: 3 clusters Score -901433.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -901505.687500 Penalty: 4500.621582
	Iteration 17Q: 3 clusters Score -901505.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -901570.312500 Penalty: 4500.621582
	Iteration 18Q: 3 clusters Score -901570.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -901628.437500 Penalty: 4500.621582
	Iteration 19Q: 3 clusters Score -901628.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -901678.562500 Penalty: 4500.621582
	Iteration 20F: 3 clusters Score -901678.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -901721.187500 Penalty: 4500.621582
	Iteration 21Q: 3 clusters Score -901721.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -901759.625000 Penalty: 4500.621582
	Iteration 22Q: 3 clusters Score -901759.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -901795.687500 Penalty: 4500.621582
	Iteration 23Q: 3 clusters Score -901795.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -901827.375000 Penalty: 4500.621582
	Iteration 24Q: 3 clusters Score -901827.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -901858.062500 Penalty: 4500.621582
	Iteration 25Q: 3 clusters Score -901858.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -901880.062500 Penalty: 4500.621582
	Iteration 26Q: 3 clusters Score -901880.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -901899.500000 Penalty: 4500.621582
	Iteration 27Q: 3 clusters Score -901899.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -901908.812500 Penalty: 4500.621582
	Iteration 28Q: 3 clusters Score -901908.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -901926.812500 Penalty: 4500.621582
	Iteration 29Q: 3 clusters Score -901926.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -901937.875000 Penalty: 4500.621582
	Iteration 30Q: 3 clusters Score -901937.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -901952.812500 Penalty: 4500.621582
	Iteration 31Q: 3 clusters Score -901952.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -901969.750000 Penalty: 4500.621582
	Iteration 32Q: 3 clusters Score -901969.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -901991.625000 Penalty: 4500.621582
	Iteration 33Q: 3 clusters Score -901991.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -902008.250000 Penalty: 4500.621582
	Iteration 34Q: 3 clusters Score -902008.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -902020.375000 Penalty: 4500.621582
	Iteration 35Q: 3 clusters Score -902020.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -902035.437500 Penalty: 4500.621582
	Iteration 36Q: 3 clusters Score -902035.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -902042.812500 Penalty: 4500.621582
	Iteration 37Q: 3 clusters Score -902042.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -902047.312500 Penalty: 4500.621582
	Iteration 38Q: 3 clusters Score -902047.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -902054.687500 Penalty: 4500.621582
	Iteration 39Q: 3 clusters Score -902054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -902063.687500 Penalty: 4500.621582
	Iteration 40F: 3 clusters Score -902063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -902067.187500 Penalty: 4500.621582
	Iteration 41Q: 3 clusters Score -902067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -902070.562500 Penalty: 4500.621582
	Iteration 42Q: 3 clusters Score -902070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -902076.937500 Penalty: 4500.621582
	Iteration 43Q: 3 clusters Score -902076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -902076.562500 Penalty: 4500.621582
	Iteration 44Q: 3 clusters Score -902076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -902077.125000 Penalty: 4500.621582
	Iteration 45Q: 3 clusters Score -902077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -902076.937500 Penalty: 4500.621582
	Iteration 46Q: 3 clusters Score -902076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -902076.750000 Penalty: 4500.621582
	Iteration 47Q: 3 clusters Score -902076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -902078.000000 Penalty: 4500.621582
	Iteration 48Q: 3 clusters Score -902078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -902080.000000 Penalty: 4500.621582
	Iteration 49Q: 3 clusters Score -902080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -902083.625000 Penalty: 4500.621582
	Iteration 50Q: 3 clusters Score -902083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -902086.687500 Penalty: 4500.621582
	Iteration 51Q: 3 clusters Score -902086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -902087.750000 Penalty: 4500.621582
	Iteration 52Q: 3 clusters Score -902087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -902087.812500 Penalty: 4500.621582
	Iteration 53Q: 3 clusters Score -902087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -902087.812500 Penalty: 4500.621582
	Iteration 54F: 3 clusters Score -902087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -700343.312500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -700343.3 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 3477 members 
Entering Unmasked Estep 
Score: -694504.750000 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -694504.8 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -696035.812500 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -696035.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -696356.562500 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -696356.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -696627.187500 Penalty: 4396.493652
	Iteration 3F: 3 clusters Score -696627.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -696881.812500 Penalty: 4396.493652
	Iteration 4F: 3 clusters Score -696881.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -697176.812500 Penalty: 4396.493652
	Iteration 5F: 3 clusters Score -697176.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -697493.625000 Penalty: 4396.493652
	Iteration 6F: 3 clusters Score -697493.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -697846.375000 Penalty: 4396.493652
	Iteration 7F: 3 clusters Score -697846.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -698293.125000 Penalty: 4396.493652
	Iteration 8F: 3 clusters Score -698293.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -698733.000000 Penalty: 4396.493652
	Iteration 9F: 3 clusters Score -698733 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -699036.250000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -699036.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -699223.687500 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -699223.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -699359.312500 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -699359.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -699447.875000 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -699447.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -699528.750000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -699528.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -699582.812500 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -699582.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -699612.750000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -699612.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -699630.187500 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -699630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -699643.562500 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -699643.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -699650.312500 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -699650.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -699657.250000 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -699657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -699662.125000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -699662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -699663.750000 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -699663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -699666.562500 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -699666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -699668.625000 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -699668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -699668.750000 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -699668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -699670.250000 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -699670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -699669.562500 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -699669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -699669.562500 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -699669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -699669.562500 Penalty: 4396.493652
	Iteration 29F: 3 clusters Score -699669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1095538.750000 Penalty: 2310.648193
	Iteration 0F: 2 clusters Score -1095539 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 5551 members 
Entering Unmasked Estep 
Score: -1087242.125000 Penalty: 4621.296387
	Iteration 0F: 3 clusters Score -1087242 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1089849.500000 Penalty: 4621.296387
	Iteration 1F: 3 clusters Score -1089850 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1090298.000000 Penalty: 4621.296387
	Iteration 2F: 3 clusters Score -1090298 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1090693.750000 Penalty: 4621.296387
	Iteration 3F: 3 clusters Score -1090694 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1091086.000000 Penalty: 4621.296387
	Iteration 4F: 3 clusters Score -1091086 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1091563.875000 Penalty: 4621.296387
	Iteration 5F: 3 clusters Score -1091564 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1092111.250000 Penalty: 4621.296387
	Iteration 6F: 3 clusters Score -1092111 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1092740.875000 Penalty: 4621.296387
	Iteration 7F: 3 clusters Score -1092741 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1093403.375000 Penalty: 4621.296387
	Iteration 8F: 3 clusters Score -1093403 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1094041.250000 Penalty: 4621.296387
	Iteration 9Q: 3 clusters Score -1094041 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1094473.875000 Penalty: 4621.296387
	Iteration 10Q: 3 clusters Score -1094474 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1094671.500000 Penalty: 4621.296387
	Iteration 11Q: 3 clusters Score -1094672 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1094785.125000 Penalty: 4621.296387
	Iteration 12Q: 3 clusters Score -1094785 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1094857.875000 Penalty: 4621.296387
	Iteration 13Q: 3 clusters Score -1094858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1094896.625000 Penalty: 4621.296387
	Iteration 14Q: 3 clusters Score -1094897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1094938.750000 Penalty: 4621.296387
	Iteration 15Q: 3 clusters Score -1094939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1094972.375000 Penalty: 4621.296387
	Iteration 16Q: 3 clusters Score -1094972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1094991.500000 Penalty: 4621.296387
	Iteration 17Q: 3 clusters Score -1094992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1095004.125000 Penalty: 4621.296387
	Iteration 18Q: 3 clusters Score -1095004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1095020.250000 Penalty: 4621.296387
	Iteration 19Q: 3 clusters Score -1095020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1095031.750000 Penalty: 4621.296387
	Iteration 20F: 3 clusters Score -1095032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1095040.500000 Penalty: 4621.296387
	Iteration 21Q: 3 clusters Score -1095040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1095048.625000 Penalty: 4621.296387
	Iteration 22Q: 3 clusters Score -1095049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1095050.125000 Penalty: 4621.296387
	Iteration 23Q: 3 clusters Score -1095050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1095053.250000 Penalty: 4621.296387
	Iteration 24Q: 3 clusters Score -1095053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1095051.250000 Penalty: 4621.296387
	Iteration 25Q: 3 clusters Score -1095051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1095051.750000 Penalty: 4621.296387
	Iteration 26Q: 3 clusters Score -1095052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1095055.625000 Penalty: 4621.296387
	Iteration 27Q: 3 clusters Score -1095056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1095056.875000 Penalty: 4621.296387
	Iteration 28Q: 3 clusters Score -1095057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1095061.250000 Penalty: 4621.296387
	Iteration 29Q: 3 clusters Score -1095061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1095067.250000 Penalty: 4621.296387
	Iteration 30Q: 3 clusters Score -1095067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1095068.625000 Penalty: 4621.296387
	Iteration 31Q: 3 clusters Score -1095069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1095069.625000 Penalty: 4621.296387
	Iteration 32Q: 3 clusters Score -1095070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1095070.250000 Penalty: 4621.296387
	Iteration 33Q: 3 clusters Score -1095070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1095070.875000 Penalty: 4621.296387
	Iteration 34Q: 3 clusters Score -1095071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1095073.375000 Penalty: 4621.296387
	Iteration 35Q: 3 clusters Score -1095073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1095076.625000 Penalty: 4621.296387
	Iteration 36Q: 3 clusters Score -1095077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1095075.250000 Penalty: 4621.296387
	Iteration 37Q: 3 clusters Score -1095075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1095075.000000 Penalty: 4621.296387
	Iteration 38Q: 3 clusters Score -1095075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1095076.125000 Penalty: 4621.296387
	Iteration 39Q: 3 clusters Score -1095076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1095078.500000 Penalty: 4621.296387
	Iteration 40F: 3 clusters Score -1095078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1095078.000000 Penalty: 4621.296387
	Iteration 41Q: 3 clusters Score -1095078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1095080.500000 Penalty: 4621.296387
	Iteration 42Q: 3 clusters Score -1095080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1095078.750000 Penalty: 4621.296387
	Iteration 43Q: 3 clusters Score -1095079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1095078.125000 Penalty: 4621.296387
	Iteration 44Q: 3 clusters Score -1095078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1095082.625000 Penalty: 4621.296387
	Iteration 45Q: 3 clusters Score -1095083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1095083.500000 Penalty: 4621.296387
	Iteration 46Q: 3 clusters Score -1095084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1095087.125000 Penalty: 4621.296387
	Iteration 47Q: 3 clusters Score -1095087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1095088.750000 Penalty: 4621.296387
	Iteration 48Q: 3 clusters Score -1095089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1095091.125000 Penalty: 4621.296387
	Iteration 49Q: 3 clusters Score -1095091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1095094.875000 Penalty: 4621.296387
	Iteration 50Q: 3 clusters Score -1095095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1095097.000000 Penalty: 4621.296387
	Iteration 51Q: 3 clusters Score -1095097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1095098.125000 Penalty: 4621.296387
	Iteration 52Q: 3 clusters Score -1095098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1095097.750000 Penalty: 4621.296387
	Iteration 53Q: 3 clusters Score -1095098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1095098.000000 Penalty: 4621.296387
	Iteration 54Q: 3 clusters Score -1095098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1095098.750000 Penalty: 4621.296387
	Iteration 55Q: 3 clusters Score -1095099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1095099.000000 Penalty: 4621.296387
	Iteration 56Q: 3 clusters Score -1095099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1095099.875000 Penalty: 4621.296387
	Iteration 57Q: 3 clusters Score -1095100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1095099.750000 Penalty: 4621.296387
	Iteration 58Q: 3 clusters Score -1095100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1095099.875000 Penalty: 4621.296387
	Iteration 59Q: 3 clusters Score -1095100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1095101.125000 Penalty: 4621.296387
	Iteration 60F: 3 clusters Score -1095101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1095101.625000 Penalty: 4621.296387
	Iteration 61Q: 3 clusters Score -1095102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1095101.750000 Penalty: 4621.296387
	Iteration 62Q: 3 clusters Score -1095102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1095104.250000 Penalty: 4621.296387
	Iteration 63Q: 3 clusters Score -1095104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1095103.375000 Penalty: 4621.296387
	Iteration 64Q: 3 clusters Score -1095103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1095105.500000 Penalty: 4621.296387
	Iteration 65Q: 3 clusters Score -1095106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1095105.125000 Penalty: 4621.296387
	Iteration 66Q: 3 clusters Score -1095105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1095105.000000 Penalty: 4621.296387
	Iteration 67Q: 3 clusters Score -1095105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1095105.000000 Penalty: 4621.296387
	Iteration 68F: 3 clusters Score -1095105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -690413.812500 Penalty: 2233.827148
	Iteration 0F: 2 clusters Score -690413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -683940.437500 Penalty: 4467.654297
	Iteration 0F: 3 clusters Score -683940.4 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -685991.500000 Penalty: 4467.654297
	Iteration 1F: 3 clusters Score -685991.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -686477.562500 Penalty: 4467.654297
	Iteration 2F: 3 clusters Score -686477.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -686911.000000 Penalty: 4467.654297
	Iteration 3F: 3 clusters Score -686911 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -687329.500000 Penalty: 4467.654297
	Iteration 4F: 3 clusters Score -687329.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -687762.312500 Penalty: 4467.654297
	Iteration 5F: 3 clusters Score -687762.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -688157.125000 Penalty: 4467.654297
	Iteration 6F: 3 clusters Score -688157.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -688441.437500 Penalty: 4467.654297
	Iteration 7Q: 3 clusters Score -688441.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -688637.250000 Penalty: 4467.654297
	Iteration 8Q: 3 clusters Score -688637.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -688762.937500 Penalty: 4467.654297
	Iteration 9Q: 3 clusters Score -688762.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -688845.625000 Penalty: 4467.654297
	Iteration 10Q: 3 clusters Score -688845.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -688906.250000 Penalty: 4467.654297
	Iteration 11Q: 3 clusters Score -688906.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -688958.812500 Penalty: 4467.654297
	Iteration 12Q: 3 clusters Score -688958.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -689004.437500 Penalty: 4467.654297
	Iteration 13Q: 3 clusters Score -689004.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -689032.187500 Penalty: 4467.654297
	Iteration 14Q: 3 clusters Score -689032.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -689055.125000 Penalty: 4467.654297
	Iteration 15Q: 3 clusters Score -689055.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -689070.500000 Penalty: 4467.654297
	Iteration 16Q: 3 clusters Score -689070.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -689086.187500 Penalty: 4467.654297
	Iteration 17Q: 3 clusters Score -689086.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -689098.812500 Penalty: 4467.654297
	Iteration 18Q: 3 clusters Score -689098.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -689112.625000 Penalty: 4467.654297
	Iteration 19Q: 3 clusters Score -689112.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -689120.562500 Penalty: 4467.654297
	Iteration 20F: 3 clusters Score -689120.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -689130.375000 Penalty: 4467.654297
	Iteration 21Q: 3 clusters Score -689130.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -689135.187500 Penalty: 4467.654297
	Iteration 22Q: 3 clusters Score -689135.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -689140.437500 Penalty: 4467.654297
	Iteration 23Q: 3 clusters Score -689140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -689145.500000 Penalty: 4467.654297
	Iteration 24Q: 3 clusters Score -689145.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -689150.437500 Penalty: 4467.654297
	Iteration 25Q: 3 clusters Score -689150.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -689154.687500 Penalty: 4467.654297
	Iteration 26Q: 3 clusters Score -689154.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -689161.187500 Penalty: 4467.654297
	Iteration 27Q: 3 clusters Score -689161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -689162.687500 Penalty: 4467.654297
	Iteration 28Q: 3 clusters Score -689162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -689167.500000 Penalty: 4467.654297
	Iteration 29Q: 3 clusters Score -689167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -689167.250000 Penalty: 4467.654297
	Iteration 30Q: 3 clusters Score -689167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -689169.187500 Penalty: 4467.654297
	Iteration 31Q: 3 clusters Score -689169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -689171.250000 Penalty: 4467.654297
	Iteration 32Q: 3 clusters Score -689171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -689172.187500 Penalty: 4467.654297
	Iteration 33Q: 3 clusters Score -689172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -689174.000000 Penalty: 4467.654297
	Iteration 34Q: 3 clusters Score -689174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -689173.312500 Penalty: 4467.654297
	Iteration 35Q: 3 clusters Score -689173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -689174.500000 Penalty: 4467.654297
	Iteration 36Q: 3 clusters Score -689174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -689176.500000 Penalty: 4467.654297
	Iteration 37Q: 3 clusters Score -689176.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -689176.500000 Penalty: 4467.654297
	Iteration 38F: 3 clusters Score -689176.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -239262.468750 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -239262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -236400.015625 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -236400 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -236952.281250 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -236952.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -237090.531250 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -237090.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237188.578125 Penalty: 3865.209961
	Iteration 3Q: 3 clusters Score -237188.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -237269.750000 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -237269.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -237332.593750 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -237332.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237390.390625 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -237390.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -237460.593750 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -237460.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -237558.843750 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -237558.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -237730.281250 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -237730.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -237984.640625 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -237984.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238161.656250 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -238161.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -238298.187500 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -238298.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -238369.640625 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -238369.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -238415.046875 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -238415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -238460.156250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -238460.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -238492.062500 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -238492.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -238521.062500 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -238521.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -238556.000000 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -238556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -238580.781250 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -238580.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -238612.953125 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -238613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -238638.968750 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -238639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -238671.515625 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -238671.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -238713.937500 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -238713.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -238744.812500 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -238744.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -238785.656250 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -238785.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -238839.734375 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -238839.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -238916.812500 Penalty: 3865.209961
	Iteration 27Q: 3 clusters Score -238916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -239001.484375 Penalty: 3865.209961
	Iteration 28Q: 3 clusters Score -239001.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -239047.406250 Penalty: 3865.209961
	Iteration 29Q: 3 clusters Score -239047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -239055.156250 Penalty: 3865.209961
	Iteration 30Q: 3 clusters Score -239055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -239055.156250 Penalty: 3865.209961
	Iteration 31F: 3 clusters Score -239055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -289413.437500 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -289413.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -286117.500000 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -286117.5 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -286743.125000 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -286743.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286911.125000 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -286911.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -287028.250000 Penalty: 3981.142578
	Iteration 3Q: 3 clusters Score -287028.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -287124.937500 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -287124.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -287230.656250 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -287230.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -287320.343750 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -287320.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -287425.218750 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -287425.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -287526.843750 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -287526.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -287635.812500 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -287635.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -287720.718750 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -287720.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -287804.218750 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -287804.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -287866.687500 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -287866.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -287901.781250 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -287901.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -287925.406250 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -287925.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -287944.843750 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -287944.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -287961.281250 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -287961.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -287975.250000 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -287975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -287980.562500 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -287980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -287982.750000 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -287982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -287983.031250 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -287983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -287983.687500 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -287983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -287984.375000 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -287984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -287984.375000 Penalty: 3981.142578
	Iteration 23F: 3 clusters Score -287984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -266785.250000 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -266785.2 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 1413 members 
Entering Unmasked Estep 
Score: -263622.625000 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -263622.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264267.375000 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -264267.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264435.281250 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -264435.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -264529.062500 Penalty: 3939.587891
	Iteration 3Q: 3 clusters Score -264529.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -264592.687500 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -264592.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -264640.343750 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -264640.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -264692.406250 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -264692.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -264740.656250 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -264740.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -264790.593750 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -264790.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -264849.718750 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -264849.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264904.937500 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -264904.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -264942.750000 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -264942.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264967.906250 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -264967.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264994.531250 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -264994.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -265027.625000 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -265027.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -265067.843750 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -265067.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -265108.968750 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -265109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265139.656250 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -265139.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -265166.437500 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -265166.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -265184.500000 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -265184.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -265205.031250 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -265205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -265218.812500 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -265218.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -265233.218750 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -265233.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -265249.156250 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -265249.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -265259.906250 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -265259.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -265269.562500 Penalty: 3939.587891
	Iteration 25Q: 3 clusters Score -265269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -265273.968750 Penalty: 3939.587891
	Iteration 26Q: 3 clusters Score -265274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -265275.093750 Penalty: 3939.587891
	Iteration 27Q: 3 clusters Score -265275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -265277.093750 Penalty: 3939.587891
	Iteration 28Q: 3 clusters Score -265277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -265281.093750 Penalty: 3939.587891
	Iteration 29Q: 3 clusters Score -265281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -265281.500000 Penalty: 3939.587891
	Iteration 30Q: 3 clusters Score -265281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -265282.343750 Penalty: 3939.587891
	Iteration 31Q: 3 clusters Score -265282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -265283.406250 Penalty: 3939.587891
	Iteration 32Q: 3 clusters Score -265283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -265283.781250 Penalty: 3939.587891
	Iteration 33Q: 3 clusters Score -265283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -265283.781250 Penalty: 3939.587891
	Iteration 34F: 3 clusters Score -265283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -280837.375000 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -280837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -277677.500000 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -277677.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -278275.843750 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -278275.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -278422.875000 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -278422.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -278511.187500 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -278511.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -278565.718750 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -278565.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -278603.906250 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -278603.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -278633.062500 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -278633.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -278658.093750 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -278658.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -278679.218750 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -278679.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -278690.500000 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -278690.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -278699.031250 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -278699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -278707.281250 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -278707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -278712.593750 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -278712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -278718.843750 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -278718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -278726.656250 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -278726.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -278732.500000 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -278732.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -278739.656250 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -278739.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -278747.343750 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -278747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -278756.343750 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -278756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -278762.093750 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -278762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -278770.687500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -278770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -278777.406250 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -278777.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -278785.625000 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -278785.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -278791.375000 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -278791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -278798.937500 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -278798.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -278806.343750 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -278806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -278812.156250 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -278812.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -278818.156250 Penalty: 3937.468994
	Iteration 27Q: 3 clusters Score -278818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -278825.437500 Penalty: 3937.468994
	Iteration 28Q: 3 clusters Score -278825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -278831.187500 Penalty: 3937.468994
	Iteration 29Q: 3 clusters Score -278831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -278837.468750 Penalty: 3937.468994
	Iteration 30Q: 3 clusters Score -278837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -278841.937500 Penalty: 3937.468994
	Iteration 31Q: 3 clusters Score -278841.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -278845.937500 Penalty: 3937.468994
	Iteration 32Q: 3 clusters Score -278845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -278849.562500 Penalty: 3937.468994
	Iteration 33Q: 3 clusters Score -278849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -278854.781250 Penalty: 3937.468994
	Iteration 34Q: 3 clusters Score -278854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -278857.406250 Penalty: 3937.468994
	Iteration 35Q: 3 clusters Score -278857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -278861.218750 Penalty: 3937.468994
	Iteration 36Q: 3 clusters Score -278861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -278862.000000 Penalty: 3937.468994
	Iteration 37Q: 3 clusters Score -278862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -278863.093750 Penalty: 3937.468994
	Iteration 38Q: 3 clusters Score -278863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -278864.718750 Penalty: 3937.468994
	Iteration 39Q: 3 clusters Score -278864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -278866.187500 Penalty: 3937.468994
	Iteration 40F: 3 clusters Score -278866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -278867.281250 Penalty: 3937.468994
	Iteration 41Q: 3 clusters Score -278867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -278868.156250 Penalty: 3937.468994
	Iteration 42Q: 3 clusters Score -278868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -278868.937500 Penalty: 3937.468994
	Iteration 43Q: 3 clusters Score -278868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -278869.250000 Penalty: 3937.468994
	Iteration 44Q: 3 clusters Score -278869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -278869.968750 Penalty: 3937.468994
	Iteration 45Q: 3 clusters Score -278870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -278870.562500 Penalty: 3937.468994
	Iteration 46Q: 3 clusters Score -278870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -278871.156250 Penalty: 3937.468994
	Iteration 47Q: 3 clusters Score -278871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -278871.156250 Penalty: 3937.468994
	Iteration 48F: 3 clusters Score -278871.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27547.722656 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -27547.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26292.734375 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -26292.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26464.308594 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -26464.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26535.470703 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -26535.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26560.167969 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -26560.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26577.820312 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -26577.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26587.267578 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -26587.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26599.964844 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -26599.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26628.585938 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -26628.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26643.562500 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -26643.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26655.968750 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -26655.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26663.955078 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -26663.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26663.955078 Penalty: 2899.833740
	Iteration 11F: 3 clusters Score -26663.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -377316.062500 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -377316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -373536.187500 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -373536.2 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -374380.875000 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -374380.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -374543.187500 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -374543.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -374641.406250 Penalty: 4085.527100
	Iteration 3Q: 3 clusters Score -374641.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -374708.843750 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -374708.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -374773.468750 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -374773.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -374824.031250 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -374824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -374872.343750 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -374872.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -374917.125000 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -374917.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -374962.093750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -374962.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -375023.562500 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -375023.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -375118.500000 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -375118.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -375214.468750 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -375214.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -375313.625000 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -375313.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -375407.312500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -375407.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -375471.312500 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -375471.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -375518.250000 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -375518.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -375549.218750 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -375549.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -375574.687500 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -375574.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -375595.218750 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -375595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -375614.562500 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -375614.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -375637.906250 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -375637.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -375658.562500 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -375658.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -375676.687500 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -375676.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -375690.656250 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -375690.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -375702.031250 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -375702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -375709.437500 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -375709.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -375716.156250 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -375716.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -375722.156250 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -375722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -375724.906250 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -375724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -375728.875000 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -375728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -375736.625000 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -375736.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -375743.000000 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -375743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -375748.375000 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -375748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -375752.812500 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -375752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -375755.468750 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -375755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -375758.843750 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -375758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -375761.406250 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -375761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -375763.281250 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -375763.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -375764.750000 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -375764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -375765.343750 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -375765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -375766.468750 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -375766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -375767.281250 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -375767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -375768.093750 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -375768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -375768.812500 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -375768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -375769.250000 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -375769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -375770.218750 Penalty: 4085.527100
	Iteration 46Q: 3 clusters Score -375770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -375770.218750 Penalty: 4085.527100
	Iteration 47F: 3 clusters Score -375770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -300110.625000 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -300110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -296709.187500 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -296709.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -297427.750000 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -297427.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -297621.343750 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -297621.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -297752.093750 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -297752.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -297830.937500 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -297830.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -297892.312500 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -297892.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -297950.218750 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -297950.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -298003.375000 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -298003.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -298039.750000 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -298039.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -298075.156250 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -298075.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -298107.437500 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -298107.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -298137.031250 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -298137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -298172.937500 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -298172.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -298199.156250 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -298199.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298224.062500 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -298224.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -298252.093750 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -298252.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -298282.031250 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -298282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -298304.250000 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -298304.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -298323.312500 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -298323.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -298336.562500 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -298336.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -298349.468750 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -298349.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -298367.968750 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -298368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -298384.875000 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -298384.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -298400.531250 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -298400.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -298414.062500 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -298414.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298423.375000 Penalty: 3999.747803
	Iteration 25Q: 3 clusters Score -298423.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298430.562500 Penalty: 3999.747803
	Iteration 26Q: 3 clusters Score -298430.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298438.500000 Penalty: 3999.747803
	Iteration 27Q: 3 clusters Score -298438.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -298445.031250 Penalty: 3999.747803
	Iteration 28Q: 3 clusters Score -298445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298451.375000 Penalty: 3999.747803
	Iteration 29Q: 3 clusters Score -298451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -298455.218750 Penalty: 3999.747803
	Iteration 30Q: 3 clusters Score -298455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298458.781250 Penalty: 3999.747803
	Iteration 31Q: 3 clusters Score -298458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298461.625000 Penalty: 3999.747803
	Iteration 32Q: 3 clusters Score -298461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -298465.125000 Penalty: 3999.747803
	Iteration 33Q: 3 clusters Score -298465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -298465.843750 Penalty: 3999.747803
	Iteration 34Q: 3 clusters Score -298465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -298465.750000 Penalty: 3999.747803
	Iteration 35Q: 3 clusters Score -298465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -298465.750000 Penalty: 3999.747803
	Iteration 36F: 3 clusters Score -298465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -591719.312500 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -591719.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -586634.875000 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -586634.9 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -587929.000000 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -587929 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -588248.500000 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -588248.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -588558.750000 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -588558.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -588854.875000 Penalty: 4311.308594
	Iteration 4F: 3 clusters Score -588854.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -589151.187500 Penalty: 4311.308594
	Iteration 5F: 3 clusters Score -589151.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -589421.562500 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -589421.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -589645.937500 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -589645.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -589834.062500 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -589834.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -589998.875000 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -589998.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -590124.562500 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -590124.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -590220.000000 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -590220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -590286.000000 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -590286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -590353.187500 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -590353.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -590407.375000 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -590407.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -590446.125000 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -590446.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -590479.312500 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -590479.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -590509.500000 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -590509.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -590540.562500 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -590540.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -590578.562500 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -590578.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -590613.625000 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -590613.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -590635.812500 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -590635.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -590656.812500 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -590656.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -590670.437500 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -590670.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -590679.437500 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -590679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -590687.500000 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -590687.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -590696.687500 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -590696.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -590704.500000 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -590704.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -590711.000000 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -590711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -590715.187500 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -590715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -590719.187500 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -590719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -590721.500000 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -590721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -590719.750000 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -590719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -590722.875000 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -590722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -590722.875000 Penalty: 4311.308594
	Iteration 34F: 3 clusters Score -590722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -758963.250000 Penalty: 2270.738037
	Iteration 0F: 2 clusters Score -758963.2 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 4676 members 
Entering Unmasked Estep 
Score: -751666.687500 Penalty: 4541.476074
	Iteration 0F: 3 clusters Score -751666.7 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -754185.687500 Penalty: 4541.476074
	Iteration 1F: 3 clusters Score -754185.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -754747.937500 Penalty: 4541.476074
	Iteration 2F: 3 clusters Score -754747.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -755233.312500 Penalty: 4541.476074
	Iteration 3F: 3 clusters Score -755233.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -755660.562500 Penalty: 4541.476074
	Iteration 4F: 3 clusters Score -755660.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -756010.562500 Penalty: 4541.476074
	Iteration 5F: 3 clusters Score -756010.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -756270.312500 Penalty: 4541.476074
	Iteration 6Q: 3 clusters Score -756270.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -756465.062500 Penalty: 4541.476074
	Iteration 7Q: 3 clusters Score -756465.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -756611.750000 Penalty: 4541.476074
	Iteration 8Q: 3 clusters Score -756611.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -756709.437500 Penalty: 4541.476074
	Iteration 9Q: 3 clusters Score -756709.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -756790.937500 Penalty: 4541.476074
	Iteration 10Q: 3 clusters Score -756790.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -756859.500000 Penalty: 4541.476074
	Iteration 11Q: 3 clusters Score -756859.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -756917.500000 Penalty: 4541.476074
	Iteration 12Q: 3 clusters Score -756917.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -756959.687500 Penalty: 4541.476074
	Iteration 13Q: 3 clusters Score -756959.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -757006.187500 Penalty: 4541.476074
	Iteration 14Q: 3 clusters Score -757006.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -757036.500000 Penalty: 4541.476074
	Iteration 15Q: 3 clusters Score -757036.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -757063.062500 Penalty: 4541.476074
	Iteration 16Q: 3 clusters Score -757063.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -757090.250000 Penalty: 4541.476074
	Iteration 17Q: 3 clusters Score -757090.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -757119.562500 Penalty: 4541.476074
	Iteration 18Q: 3 clusters Score -757119.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -757146.000000 Penalty: 4541.476074
	Iteration 19Q: 3 clusters Score -757146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -757169.812500 Penalty: 4541.476074
	Iteration 20F: 3 clusters Score -757169.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -757200.437500 Penalty: 4541.476074
	Iteration 21Q: 3 clusters Score -757200.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -757232.125000 Penalty: 4541.476074
	Iteration 22Q: 3 clusters Score -757232.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -757258.125000 Penalty: 4541.476074
	Iteration 23Q: 3 clusters Score -757258.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -757279.937500 Penalty: 4541.476074
	Iteration 24Q: 3 clusters Score -757279.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -757293.812500 Penalty: 4541.476074
	Iteration 25Q: 3 clusters Score -757293.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -757316.625000 Penalty: 4541.476074
	Iteration 26Q: 3 clusters Score -757316.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -757336.187500 Penalty: 4541.476074
	Iteration 27Q: 3 clusters Score -757336.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -757351.062500 Penalty: 4541.476074
	Iteration 28Q: 3 clusters Score -757351.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -757364.625000 Penalty: 4541.476074
	Iteration 29Q: 3 clusters Score -757364.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -757372.562500 Penalty: 4541.476074
	Iteration 30Q: 3 clusters Score -757372.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -757377.250000 Penalty: 4541.476074
	Iteration 31Q: 3 clusters Score -757377.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -757385.937500 Penalty: 4541.476074
	Iteration 32Q: 3 clusters Score -757385.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -757387.375000 Penalty: 4541.476074
	Iteration 33Q: 3 clusters Score -757387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -757390.062500 Penalty: 4541.476074
	Iteration 34Q: 3 clusters Score -757390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -757392.937500 Penalty: 4541.476074
	Iteration 35Q: 3 clusters Score -757392.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -757392.500000 Penalty: 4541.476074
	Iteration 36Q: 3 clusters Score -757392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -757393.062500 Penalty: 4541.476074
	Iteration 37Q: 3 clusters Score -757393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -757396.250000 Penalty: 4541.476074
	Iteration 38Q: 3 clusters Score -757396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -757396.125000 Penalty: 4541.476074
	Iteration 39Q: 3 clusters Score -757396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -757399.562500 Penalty: 4541.476074
	Iteration 40F: 3 clusters Score -757399.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -757399.625000 Penalty: 4541.476074
	Iteration 41Q: 3 clusters Score -757399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -757402.937500 Penalty: 4541.476074
	Iteration 42Q: 3 clusters Score -757402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -757403.812500 Penalty: 4541.476074
	Iteration 43Q: 3 clusters Score -757403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -757404.125000 Penalty: 4541.476074
	Iteration 44Q: 3 clusters Score -757404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -757405.250000 Penalty: 4541.476074
	Iteration 45Q: 3 clusters Score -757405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -757405.937500 Penalty: 4541.476074
	Iteration 46Q: 3 clusters Score -757405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -757406.312500 Penalty: 4541.476074
	Iteration 47Q: 3 clusters Score -757406.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -757405.500000 Penalty: 4541.476074
	Iteration 48Q: 3 clusters Score -757405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -757405.500000 Penalty: 4541.476074
	Iteration 49F: 3 clusters Score -757405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -494454.250000 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -494454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -489810.156250 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -489810.2 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -490993.875000 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -490993.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -491402.375000 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -491402.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -491837.656250 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -491837.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -492209.187500 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -492209.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -492484.375000 Penalty: 4238.225098
	Iteration 5F: 3 clusters Score -492484.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -492702.500000 Penalty: 4238.225098
	Iteration 6F: 3 clusters Score -492702.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -492835.968750 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -492836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -492938.406250 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -492938.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -493011.343750 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -493011.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -493054.968750 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -493055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -493079.468750 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -493079.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -493098.000000 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -493098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -493109.906250 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -493109.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -493119.000000 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -493119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -493125.906250 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -493125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -493130.093750 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -493130.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -493134.562500 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -493134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -493137.406250 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -493137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -493139.750000 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -493139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -493141.750000 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -493141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -493144.468750 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -493144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -493146.062500 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -493146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -493147.468750 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -493147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -493148.187500 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -493148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -493149.250000 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -493149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -493149.250000 Penalty: 4238.225098
	Iteration 26F: 3 clusters Score -493149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -630275.187500 Penalty: 2183.211914
	Iteration 0F: 2 clusters Score -630275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -624664.437500 Penalty: 4366.423828
	Iteration 0F: 3 clusters Score -624664.4 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -626179.750000 Penalty: 4366.423828
	Iteration 1F: 3 clusters Score -626179.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -626490.875000 Penalty: 4366.423828
	Iteration 2F: 3 clusters Score -626490.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -626751.500000 Penalty: 4366.423828
	Iteration 3F: 3 clusters Score -626751.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -627001.312500 Penalty: 4366.423828
	Iteration 4F: 3 clusters Score -627001.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -627211.625000 Penalty: 4366.423828
	Iteration 5Q: 3 clusters Score -627211.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -627464.250000 Penalty: 4366.423828
	Iteration 6Q: 3 clusters Score -627464.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -627800.312500 Penalty: 4366.423828
	Iteration 7F: 3 clusters Score -627800.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -628194.812500 Penalty: 4366.423828
	Iteration 8F: 3 clusters Score -628194.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -628574.187500 Penalty: 4366.423828
	Iteration 9F: 3 clusters Score -628574.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -628845.312500 Penalty: 4366.423828
	Iteration 10Q: 3 clusters Score -628845.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -629023.500000 Penalty: 4366.423828
	Iteration 11Q: 3 clusters Score -629023.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -629134.125000 Penalty: 4366.423828
	Iteration 12Q: 3 clusters Score -629134.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -629235.125000 Penalty: 4366.423828
	Iteration 13Q: 3 clusters Score -629235.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -629325.875000 Penalty: 4366.423828
	Iteration 14Q: 3 clusters Score -629325.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -629413.875000 Penalty: 4366.423828
	Iteration 15Q: 3 clusters Score -629413.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -629501.250000 Penalty: 4366.423828
	Iteration 16Q: 3 clusters Score -629501.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -629563.687500 Penalty: 4366.423828
	Iteration 17Q: 3 clusters Score -629563.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -629636.187500 Penalty: 4366.423828
	Iteration 18Q: 3 clusters Score -629636.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -629697.125000 Penalty: 4366.423828
	Iteration 19Q: 3 clusters Score -629697.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -629751.375000 Penalty: 4366.423828
	Iteration 20F: 3 clusters Score -629751.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -629781.062500 Penalty: 4366.423828
	Iteration 21Q: 3 clusters Score -629781.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -629803.562500 Penalty: 4366.423828
	Iteration 22Q: 3 clusters Score -629803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -629821.312500 Penalty: 4366.423828
	Iteration 23Q: 3 clusters Score -629821.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -629837.312500 Penalty: 4366.423828
	Iteration 24Q: 3 clusters Score -629837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -629845.187500 Penalty: 4366.423828
	Iteration 25Q: 3 clusters Score -629845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -629849.812500 Penalty: 4366.423828
	Iteration 26Q: 3 clusters Score -629849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -629853.625000 Penalty: 4366.423828
	Iteration 27Q: 3 clusters Score -629853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -629858.562500 Penalty: 4366.423828
	Iteration 28Q: 3 clusters Score -629858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -629860.750000 Penalty: 4366.423828
	Iteration 29Q: 3 clusters Score -629860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -629864.437500 Penalty: 4366.423828
	Iteration 30Q: 3 clusters Score -629864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -629866.875000 Penalty: 4366.423828
	Iteration 31Q: 3 clusters Score -629866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -629869.625000 Penalty: 4366.423828
	Iteration 32Q: 3 clusters Score -629869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -629872.750000 Penalty: 4366.423828
	Iteration 33Q: 3 clusters Score -629872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -629875.000000 Penalty: 4366.423828
	Iteration 34Q: 3 clusters Score -629875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -629874.562500 Penalty: 4366.423828
	Iteration 35Q: 3 clusters Score -629874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -629874.562500 Penalty: 4366.423828
	Iteration 36F: 3 clusters Score -629874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -947537.312500 Penalty: 2258.777832
	Iteration 0F: 2 clusters Score -947537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -940489.812500 Penalty: 4517.555664
	Iteration 0F: 3 clusters Score -940489.8 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -942411.625000 Penalty: 4517.555664
	Iteration 1F: 3 clusters Score -942411.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -942737.750000 Penalty: 4517.555664
	Iteration 2F: 3 clusters Score -942737.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -943027.000000 Penalty: 4517.555664
	Iteration 3F: 3 clusters Score -943027 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -943306.812500 Penalty: 4517.555664
	Iteration 4F: 3 clusters Score -943306.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -943593.875000 Penalty: 4517.555664
	Iteration 5Q: 3 clusters Score -943593.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -943898.562500 Penalty: 4517.555664
	Iteration 6F: 3 clusters Score -943898.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -944176.375000 Penalty: 4517.555664
	Iteration 7Q: 3 clusters Score -944176.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -944453.187500 Penalty: 4517.555664
	Iteration 8Q: 3 clusters Score -944453.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -944686.250000 Penalty: 4517.555664
	Iteration 9Q: 3 clusters Score -944686.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -944876.125000 Penalty: 4517.555664
	Iteration 10Q: 3 clusters Score -944876.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -945005.437500 Penalty: 4517.555664
	Iteration 11Q: 3 clusters Score -945005.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -945106.062500 Penalty: 4517.555664
	Iteration 12Q: 3 clusters Score -945106.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -945159.750000 Penalty: 4517.555664
	Iteration 13Q: 3 clusters Score -945159.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -945194.875000 Penalty: 4517.555664
	Iteration 14Q: 3 clusters Score -945194.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -945224.437500 Penalty: 4517.555664
	Iteration 15Q: 3 clusters Score -945224.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -945245.937500 Penalty: 4517.555664
	Iteration 16Q: 3 clusters Score -945245.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -945262.937500 Penalty: 4517.555664
	Iteration 17Q: 3 clusters Score -945262.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -945269.687500 Penalty: 4517.555664
	Iteration 18Q: 3 clusters Score -945269.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -945274.250000 Penalty: 4517.555664
	Iteration 19Q: 3 clusters Score -945274.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -945276.937500 Penalty: 4517.555664
	Iteration 20F: 3 clusters Score -945276.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -945277.312500 Penalty: 4517.555664
	Iteration 21Q: 3 clusters Score -945277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -945279.187500 Penalty: 4517.555664
	Iteration 22Q: 3 clusters Score -945279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -945281.937500 Penalty: 4517.555664
	Iteration 23Q: 3 clusters Score -945281.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -945285.062500 Penalty: 4517.555664
	Iteration 24Q: 3 clusters Score -945285.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -945286.687500 Penalty: 4517.555664
	Iteration 25Q: 3 clusters Score -945286.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -945289.000000 Penalty: 4517.555664
	Iteration 26Q: 3 clusters Score -945289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -945291.437500 Penalty: 4517.555664
	Iteration 27Q: 3 clusters Score -945291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -945290.812500 Penalty: 4517.555664
	Iteration 28Q: 3 clusters Score -945290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -945292.250000 Penalty: 4517.555664
	Iteration 29Q: 3 clusters Score -945292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -945292.375000 Penalty: 4517.555664
	Iteration 30Q: 3 clusters Score -945292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -945291.812500 Penalty: 4517.555664
	Iteration 31Q: 3 clusters Score -945291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -945291.687500 Penalty: 4517.555664
	Iteration 32Q: 3 clusters Score -945291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -945291.687500 Penalty: 4517.555664
	Iteration 33F: 3 clusters Score -945291.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -38914.394531 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -38914.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37472.238281 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -37472.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37690.843750 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -37690.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37810.675781 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -37810.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37991.503906 Penalty: 3043.240234
	Iteration 3F: 3 clusters Score -37991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38101.613281 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -38101.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38161.285156 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -38161.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38227.242188 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -38227.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38322.562500 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -38322.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38362.292969 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -38362.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38374.152344 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -38374.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38376.796875 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -38376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38377.343750 Penalty: 3043.240234
	Iteration 11F: 3 clusters Score -38377.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38399.750000 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -38399.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38413.996094 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -38414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38423.937500 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -38423.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38427.085938 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -38427.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38427.085938 Penalty: 3043.240234
	Iteration 16F: 3 clusters Score -38427.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Entering Unmasked Estep 
Score: -1955001.875000 Penalty: 2447.858154
	Iteration 0F: 2 clusters Score -1955002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1941302.750000 Penalty: 4895.716309
	Iteration 0F: 3 clusters Score -1941303 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1946095.500000 Penalty: 4895.716309
	Iteration 1F: 3 clusters Score -1946096 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1946807.500000 Penalty: 4895.716309
	Iteration 2F: 3 clusters Score -1946808 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1947621.250000 Penalty: 4895.716309
	Iteration 3F: 3 clusters Score -1947621 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1948660.500000 Penalty: 4895.716309
	Iteration 4F: 3 clusters Score -1948660 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1949662.750000 Penalty: 4895.716309
	Iteration 5F: 3 clusters Score -1949663 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1950479.125000 Penalty: 4895.716309
	Iteration 6F: 3 clusters Score -1950479 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1951039.000000 Penalty: 4895.716309
	Iteration 7Q: 3 clusters Score -1951039 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1951443.125000 Penalty: 4895.716309
	Iteration 8Q: 3 clusters Score -1951443 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1951818.875000 Penalty: 4895.716309
	Iteration 9Q: 3 clusters Score -1951819 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1952178.875000 Penalty: 4895.716309
	Iteration 10Q: 3 clusters Score -1952179 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1952517.250000 Penalty: 4895.716309
	Iteration 11Q: 3 clusters Score -1952517 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1952828.625000 Penalty: 4895.716309
	Iteration 12Q: 3 clusters Score -1952829 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1953069.125000 Penalty: 4895.716309
	Iteration 13Q: 3 clusters Score -1953069 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1953222.375000 Penalty: 4895.716309
	Iteration 14Q: 3 clusters Score -1953222 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1953326.250000 Penalty: 4895.716309
	Iteration 15Q: 3 clusters Score -1953326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1953384.000000 Penalty: 4895.716309
	Iteration 16Q: 3 clusters Score -1953384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1953433.625000 Penalty: 4895.716309
	Iteration 17Q: 3 clusters Score -1953434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1953470.250000 Penalty: 4895.716309
	Iteration 18Q: 3 clusters Score -1953470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1953495.750000 Penalty: 4895.716309
	Iteration 19Q: 3 clusters Score -1953496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1953512.125000 Penalty: 4895.716309
	Iteration 20F: 3 clusters Score -1953512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1953521.125000 Penalty: 4895.716309
	Iteration 21Q: 3 clusters Score -1953521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1953528.500000 Penalty: 4895.716309
	Iteration 22Q: 3 clusters Score -1953528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1953534.375000 Penalty: 4895.716309
	Iteration 23Q: 3 clusters Score -1953534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1953537.375000 Penalty: 4895.716309
	Iteration 24Q: 3 clusters Score -1953537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1953548.375000 Penalty: 4895.716309
	Iteration 25Q: 3 clusters Score -1953548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1953556.625000 Penalty: 4895.716309
	Iteration 26Q: 3 clusters Score -1953557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1953558.375000 Penalty: 4895.716309
	Iteration 27Q: 3 clusters Score -1953558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1953566.375000 Penalty: 4895.716309
	Iteration 28Q: 3 clusters Score -1953566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1953569.250000 Penalty: 4895.716309
	Iteration 29Q: 3 clusters Score -1953569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1953572.250000 Penalty: 4895.716309
	Iteration 30Q: 3 clusters Score -1953572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1953578.375000 Penalty: 4895.716309
	Iteration 31Q: 3 clusters Score -1953578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1953578.875000 Penalty: 4895.716309
	Iteration 32Q: 3 clusters Score -1953579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1953582.875000 Penalty: 4895.716309
	Iteration 33Q: 3 clusters Score -1953583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1953584.000000 Penalty: 4895.716309
	Iteration 34Q: 3 clusters Score -1953584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1953581.375000 Penalty: 4895.716309
	Iteration 35Q: 3 clusters Score -1953581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1953583.375000 Penalty: 4895.716309
	Iteration 36Q: 3 clusters Score -1953583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1953583.250000 Penalty: 4895.716309
	Iteration 37Q: 3 clusters Score -1953583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1953583.250000 Penalty: 4895.716309
	Iteration 38F: 3 clusters Score -1953583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -1796337.125000 Penalty: 2420.069824
	Iteration 0F: 2 clusters Score -1796337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1784006.125000 Penalty: 4840.139648
	Iteration 0F: 3 clusters Score -1784006 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1788203.500000 Penalty: 4840.139648
	Iteration 1F: 3 clusters Score -1788204 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1788687.125000 Penalty: 4840.139648
	Iteration 2F: 3 clusters Score -1788687 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1789108.750000 Penalty: 4840.139648
	Iteration 3F: 3 clusters Score -1789109 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1789497.750000 Penalty: 4840.139648
	Iteration 4Q: 3 clusters Score -1789498 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1789887.250000 Penalty: 4840.139648
	Iteration 5Q: 3 clusters Score -1789887 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1790328.125000 Penalty: 4840.139648
	Iteration 6Q: 3 clusters Score -1790328 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1790811.000000 Penalty: 4840.139648
	Iteration 7Q: 3 clusters Score -1790811 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1791322.250000 Penalty: 4840.139648
	Iteration 8Q: 3 clusters Score -1791322 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1791784.500000 Penalty: 4840.139648
	Iteration 9Q: 3 clusters Score -1791784 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1792155.125000 Penalty: 4840.139648
	Iteration 10Q: 3 clusters Score -1792155 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1792483.875000 Penalty: 4840.139648
	Iteration 11Q: 3 clusters Score -1792484 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1792775.250000 Penalty: 4840.139648
	Iteration 12Q: 3 clusters Score -1792775 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1793016.000000 Penalty: 4840.139648
	Iteration 13Q: 3 clusters Score -1793016 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1793252.125000 Penalty: 4840.139648
	Iteration 14Q: 3 clusters Score -1793252 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1793509.875000 Penalty: 4840.139648
	Iteration 15Q: 3 clusters Score -1793510 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1793778.375000 Penalty: 4840.139648
	Iteration 16Q: 3 clusters Score -1793778 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1793959.250000 Penalty: 4840.139648
	Iteration 17Q: 3 clusters Score -1793959 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1794083.375000 Penalty: 4840.139648
	Iteration 18Q: 3 clusters Score -1794083 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1794173.375000 Penalty: 4840.139648
	Iteration 19Q: 3 clusters Score -1794173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1794255.375000 Penalty: 4840.139648
	Iteration 20F: 3 clusters Score -1794255 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1794308.875000 Penalty: 4840.139648
	Iteration 21Q: 3 clusters Score -1794309 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1794352.375000 Penalty: 4840.139648
	Iteration 22Q: 3 clusters Score -1794352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1794390.875000 Penalty: 4840.139648
	Iteration 23Q: 3 clusters Score -1794391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1794415.000000 Penalty: 4840.139648
	Iteration 24Q: 3 clusters Score -1794415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1794438.375000 Penalty: 4840.139648
	Iteration 25Q: 3 clusters Score -1794438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1794459.125000 Penalty: 4840.139648
	Iteration 26Q: 3 clusters Score -1794459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1794481.250000 Penalty: 4840.139648
	Iteration 27Q: 3 clusters Score -1794481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1794510.625000 Penalty: 4840.139648
	Iteration 28Q: 3 clusters Score -1794511 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1794543.125000 Penalty: 4840.139648
	Iteration 29Q: 3 clusters Score -1794543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1794577.000000 Penalty: 4840.139648
	Iteration 30Q: 3 clusters Score -1794577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1794613.625000 Penalty: 4840.139648
	Iteration 31Q: 3 clusters Score -1794614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1794639.250000 Penalty: 4840.139648
	Iteration 32Q: 3 clusters Score -1794639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1794675.375000 Penalty: 4840.139648
	Iteration 33Q: 3 clusters Score -1794675 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1794717.750000 Penalty: 4840.139648
	Iteration 34Q: 3 clusters Score -1794718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1794757.875000 Penalty: 4840.139648
	Iteration 35Q: 3 clusters Score -1794758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1794817.750000 Penalty: 4840.139648
	Iteration 36Q: 3 clusters Score -1794818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1794885.125000 Penalty: 4840.139648
	Iteration 37Q: 3 clusters Score -1794885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1794965.250000 Penalty: 4840.139648
	Iteration 38Q: 3 clusters Score -1794965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1795053.000000 Penalty: 4840.139648
	Iteration 39Q: 3 clusters Score -1795053 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1795176.625000 Penalty: 4840.139648
	Iteration 40F: 3 clusters Score -1795177 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1795317.375000 Penalty: 4840.139648
	Iteration 41Q: 3 clusters Score -1795317 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1795508.375000 Penalty: 4840.139648
	Iteration 42Q: 3 clusters Score -1795508 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1795702.000000 Penalty: 4840.139648
	Iteration 43Q: 3 clusters Score -1795702 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1795866.000000 Penalty: 4840.139648
	Iteration 44Q: 3 clusters Score -1795866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1795973.000000 Penalty: 4840.139648
	Iteration 45Q: 3 clusters Score -1795973 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1796043.125000 Penalty: 4840.139648
	Iteration 46Q: 3 clusters Score -1796043 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1796091.125000 Penalty: 4840.139648
	Iteration 47Q: 3 clusters Score -1796091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1796124.625000 Penalty: 4840.139648
	Iteration 48Q: 3 clusters Score -1796125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1796144.375000 Penalty: 4840.139648
	Iteration 49Q: 3 clusters Score -1796144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1796157.375000 Penalty: 4840.139648
	Iteration 50Q: 3 clusters Score -1796157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1796169.625000 Penalty: 4840.139648
	Iteration 51Q: 3 clusters Score -1796170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1796178.125000 Penalty: 4840.139648
	Iteration 52Q: 3 clusters Score -1796178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1796183.375000 Penalty: 4840.139648
	Iteration 53Q: 3 clusters Score -1796183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1796183.500000 Penalty: 4840.139648
	Iteration 54Q: 3 clusters Score -1796184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1796181.250000 Penalty: 4840.139648
	Iteration 55Q: 3 clusters Score -1796181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1796186.000000 Penalty: 4840.139648
	Iteration 56Q: 3 clusters Score -1796186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1796186.000000 Penalty: 4840.139648
	Iteration 57Q: 3 clusters Score -1796186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1796192.875000 Penalty: 4840.139648
	Iteration 58Q: 3 clusters Score -1796193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1796192.125000 Penalty: 4840.139648
	Iteration 59Q: 3 clusters Score -1796192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1796190.500000 Penalty: 4840.139648
	Iteration 60F: 3 clusters Score -1796190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1796193.500000 Penalty: 4840.139648
	Iteration 61Q: 3 clusters Score -1796194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1796190.625000 Penalty: 4840.139648
	Iteration 62Q: 3 clusters Score -1796191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1796195.000000 Penalty: 4840.139648
	Iteration 63Q: 3 clusters Score -1796195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1796193.875000 Penalty: 4840.139648
	Iteration 64Q: 3 clusters Score -1796194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1796194.750000 Penalty: 4840.139648
	Iteration 65Q: 3 clusters Score -1796195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1796193.125000 Penalty: 4840.139648
	Iteration 66Q: 3 clusters Score -1796193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1796193.125000 Penalty: 4840.139648
	Iteration 67F: 3 clusters Score -1796193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Entering Unmasked Estep 
Score: -2565369.000000 Penalty: 2537.856934
	Iteration 0F: 2 clusters Score -2565369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2546283.000000 Penalty: 5075.713867
	Iteration 0F: 3 clusters Score -2546283 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2553370.500000 Penalty: 5075.713867
	Iteration 1F: 3 clusters Score -2553370 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2554103.500000 Penalty: 5075.713867
	Iteration 2F: 3 clusters Score -2554104 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2554797.500000 Penalty: 5075.713867
	Iteration 3F: 3 clusters Score -2554798 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2555446.250000 Penalty: 5075.713867
	Iteration 4F: 3 clusters Score -2555446 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2555996.250000 Penalty: 5075.713867
	Iteration 5Q: 3 clusters Score -2555996 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2556553.000000 Penalty: 5075.713867
	Iteration 6Q: 3 clusters Score -2556553 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2557072.750000 Penalty: 5075.713867
	Iteration 7Q: 3 clusters Score -2557073 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2557586.000000 Penalty: 5075.713867
	Iteration 8Q: 3 clusters Score -2557586 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2558129.000000 Penalty: 5075.713867
	Iteration 9Q: 3 clusters Score -2558129 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2558726.250000 Penalty: 5075.713867
	Iteration 10Q: 3 clusters Score -2558726 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2559383.000000 Penalty: 5075.713867
	Iteration 11Q: 3 clusters Score -2559383 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2560074.750000 Penalty: 5075.713867
	Iteration 12Q: 3 clusters Score -2560075 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2560721.750000 Penalty: 5075.713867
	Iteration 13Q: 3 clusters Score -2560722 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2561299.750000 Penalty: 5075.713867
	Iteration 14Q: 3 clusters Score -2561300 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2561751.250000 Penalty: 5075.713867
	Iteration 15Q: 3 clusters Score -2561751 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2562081.250000 Penalty: 5075.713867
	Iteration 16Q: 3 clusters Score -2562081 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2562320.500000 Penalty: 5075.713867
	Iteration 17Q: 3 clusters Score -2562320 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2562493.250000 Penalty: 5075.713867
	Iteration 18Q: 3 clusters Score -2562493 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -2562643.250000 Penalty: 5075.713867
	Iteration 19Q: 3 clusters Score -2562643 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2562752.000000 Penalty: 5075.713867
	Iteration 20F: 3 clusters Score -2562752 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2562831.000000 Penalty: 5075.713867
	Iteration 21Q: 3 clusters Score -2562831 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -2562895.000000 Penalty: 5075.713867
	Iteration 22Q: 3 clusters Score -2562895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -2562949.000000 Penalty: 5075.713867
	Iteration 23Q: 3 clusters Score -2562949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2563012.250000 Penalty: 5075.713867
	Iteration 24Q: 3 clusters Score -2563012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -2563061.750000 Penalty: 5075.713867
	Iteration 25Q: 3 clusters Score -2563062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2563107.500000 Penalty: 5075.713867
	Iteration 26Q: 3 clusters Score -2563108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -2563155.250000 Penalty: 5075.713867
	Iteration 27Q: 3 clusters Score -2563155 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2563191.000000 Penalty: 5075.713867
	Iteration 28Q: 3 clusters Score -2563191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2563223.500000 Penalty: 5075.713867
	Iteration 29Q: 3 clusters Score -2563224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -2563244.250000 Penalty: 5075.713867
	Iteration 30Q: 3 clusters Score -2563244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -2563259.500000 Penalty: 5075.713867
	Iteration 31Q: 3 clusters Score -2563260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2563287.500000 Penalty: 5075.713867
	Iteration 32Q: 3 clusters Score -2563288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -2563310.250000 Penalty: 5075.713867
	Iteration 33Q: 3 clusters Score -2563310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2563318.250000 Penalty: 5075.713867
	Iteration 34Q: 3 clusters Score -2563318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -2563335.250000 Penalty: 5075.713867
	Iteration 35Q: 3 clusters Score -2563335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -2563335.250000 Penalty: 5075.713867
	Iteration 36Q: 3 clusters Score -2563335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -2563336.750000 Penalty: 5075.713867
	Iteration 37Q: 3 clusters Score -2563337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2563344.750000 Penalty: 5075.713867
	Iteration 38Q: 3 clusters Score -2563345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2563349.500000 Penalty: 5075.713867
	Iteration 39Q: 3 clusters Score -2563350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -2563348.500000 Penalty: 5075.713867
	Iteration 40F: 3 clusters Score -2563348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -2563348.750000 Penalty: 5075.713867
	Iteration 41Q: 3 clusters Score -2563349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -2563349.500000 Penalty: 5075.713867
	Iteration 42Q: 3 clusters Score -2563350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -2563350.500000 Penalty: 5075.713867
	Iteration 43Q: 3 clusters Score -2563350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -2563355.000000 Penalty: 5075.713867
	Iteration 44Q: 3 clusters Score -2563355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -2563355.250000 Penalty: 5075.713867
	Iteration 45Q: 3 clusters Score -2563355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2563359.750000 Penalty: 5075.713867
	Iteration 46Q: 3 clusters Score -2563360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -2563363.250000 Penalty: 5075.713867
	Iteration 47Q: 3 clusters Score -2563363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2563369.000000 Penalty: 5075.713867
	Iteration 48Q: 3 clusters Score -2563369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -2563364.750000 Penalty: 5075.713867
	Iteration 49Q: 3 clusters Score -2563365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2563369.250000 Penalty: 5075.713867
	Iteration 50Q: 3 clusters Score -2563369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2563370.500000 Penalty: 5075.713867
	Iteration 51Q: 3 clusters Score -2563370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -2563375.000000 Penalty: 5075.713867
	Iteration 52Q: 3 clusters Score -2563375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -2563376.750000 Penalty: 5075.713867
	Iteration 53Q: 3 clusters Score -2563377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2563377.000000 Penalty: 5075.713867
	Iteration 54Q: 3 clusters Score -2563377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2563382.750000 Penalty: 5075.713867
	Iteration 55Q: 3 clusters Score -2563383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -2563393.250000 Penalty: 5075.713867
	Iteration 56Q: 3 clusters Score -2563393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -2563393.500000 Penalty: 5075.713867
	Iteration 57Q: 3 clusters Score -2563394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2563393.250000 Penalty: 5075.713867
	Iteration 58Q: 3 clusters Score -2563393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -2563395.000000 Penalty: 5075.713867
	Iteration 59Q: 3 clusters Score -2563395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -2563399.500000 Penalty: 5075.713867
	Iteration 60F: 3 clusters Score -2563400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -2563401.500000 Penalty: 5075.713867
	Iteration 61Q: 3 clusters Score -2563402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -2563406.250000 Penalty: 5075.713867
	Iteration 62Q: 3 clusters Score -2563406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2563411.250000 Penalty: 5075.713867
	Iteration 63Q: 3 clusters Score -2563411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -2563413.250000 Penalty: 5075.713867
	Iteration 64Q: 3 clusters Score -2563413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -2563419.750000 Penalty: 5075.713867
	Iteration 65Q: 3 clusters Score -2563420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -2563422.500000 Penalty: 5075.713867
	Iteration 66Q: 3 clusters Score -2563422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -2563432.250000 Penalty: 5075.713867
	Iteration 67Q: 3 clusters Score -2563432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -2563436.000000 Penalty: 5075.713867
	Iteration 68Q: 3 clusters Score -2563436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -2563437.250000 Penalty: 5075.713867
	Iteration 69Q: 3 clusters Score -2563437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -2563438.250000 Penalty: 5075.713867
	Iteration 70Q: 3 clusters Score -2563438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -2563437.500000 Penalty: 5075.713867
	Iteration 71Q: 3 clusters Score -2563438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -2563438.750000 Penalty: 5075.713867
	Iteration 72Q: 3 clusters Score -2563439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -2563443.250000 Penalty: 5075.713867
	Iteration 73Q: 3 clusters Score -2563443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -2563441.750000 Penalty: 5075.713867
	Iteration 74Q: 3 clusters Score -2563442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -2563448.500000 Penalty: 5075.713867
	Iteration 75Q: 3 clusters Score -2563448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -2563449.000000 Penalty: 5075.713867
	Iteration 76Q: 3 clusters Score -2563449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -2563448.000000 Penalty: 5075.713867
	Iteration 77Q: 3 clusters Score -2563448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2563448.500000 Penalty: 5075.713867
	Iteration 78Q: 3 clusters Score -2563448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2563448.500000 Penalty: 5075.713867
	Iteration 79F: 3 clusters Score -2563448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -223946.281250 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -223946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -221155.578125 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -221155.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -221660.421875 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -221660.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -221783.781250 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -221783.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -221858.359375 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -221858.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -221907.515625 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -221907.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -221947.781250 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -221947.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -221983.656250 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -221983.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222012.156250 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -222012.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -222036.906250 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -222036.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -222061.750000 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -222061.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -222083.328125 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -222083.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222094.671875 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -222094.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -222103.359375 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -222103.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222108.250000 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -222108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -222116.671875 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -222116.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222124.421875 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -222124.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -222134.671875 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -222134.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -222143.437500 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -222143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -222156.359375 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -222156.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -222167.312500 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -222167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222173.750000 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -222173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222174.390625 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -222174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -222174.765625 Penalty: 3831.325684
	Iteration 22Q: 3 clusters Score -222174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222175.625000 Penalty: 3831.325684
	Iteration 23Q: 3 clusters Score -222175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -222176.078125 Penalty: 3831.325684
	Iteration 24Q: 3 clusters Score -222176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -222176.078125 Penalty: 3831.325684
	Iteration 25F: 3 clusters Score -222176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -153887.859375 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -153887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -151387.890625 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -151387.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -151964.484375 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -151964.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -152216.062500 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -152216.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -152436.078125 Penalty: 3734.052490
	Iteration 3F: 3 clusters Score -152436.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152620.968750 Penalty: 3734.052490
	Iteration 4F: 3 clusters Score -152621 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152795.906250 Penalty: 3734.052490
	Iteration 5F: 3 clusters Score -152795.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152990.500000 Penalty: 3734.052490
	Iteration 6F: 3 clusters Score -152990.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153166.921875 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -153166.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -153301.453125 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -153301.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153408.625000 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -153408.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153504.390625 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -153504.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153580.171875 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -153580.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153614.640625 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -153614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153633.328125 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -153633.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153656.890625 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -153656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153670.265625 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -153670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153676.703125 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -153676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153677.250000 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -153677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153678.062500 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -153678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153678.062500 Penalty: 3734.052490
	Iteration 19F: 3 clusters Score -153678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -362843.250000 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -362843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -359058.093750 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -359058.1 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -359932.875000 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -359932.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -360134.000000 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -360134 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -360241.562500 Penalty: 4090.231445
	Iteration 3Q: 3 clusters Score -360241.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -360330.750000 Penalty: 4090.231445
	Iteration 4Q: 3 clusters Score -360330.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -360392.468750 Penalty: 4090.231445
	Iteration 5Q: 3 clusters Score -360392.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -360451.656250 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -360451.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -360506.343750 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -360506.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -360562.812500 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -360562.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -360629.375000 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -360629.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360716.656250 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -360716.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -360875.031250 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -360875 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -361064.062500 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -361064.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -361284.843750 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -361284.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -361516.562500 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -361516.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -361729.156250 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -361729.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -361876.125000 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -361876.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361954.625000 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -361954.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -361991.093750 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -361991.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -362008.875000 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -362008.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -362019.562500 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -362019.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -362031.937500 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -362031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -362038.250000 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -362038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -362044.750000 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -362044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -362047.843750 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -362047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -362051.312500 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -362051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -362056.375000 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -362056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -362063.312500 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -362063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -362067.500000 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -362067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -362071.593750 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -362071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -362078.125000 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -362078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -362082.093750 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -362082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -362086.468750 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -362086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -362091.312500 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -362091.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -362097.687500 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -362097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -362100.000000 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -362100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -362103.750000 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -362103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -362104.875000 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -362104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362106.437500 Penalty: 4090.231445
	Iteration 38Q: 3 clusters Score -362106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362107.750000 Penalty: 4090.231445
	Iteration 39Q: 3 clusters Score -362107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362107.750000 Penalty: 4090.231445
	Iteration 40F: 3 clusters Score -362107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -808293.437500 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -808293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -801623.562500 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -801623.6 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -803481.375000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -803481.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -803890.375000 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -803890.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -804330.187500 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -804330.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -804740.687500 Penalty: 4486.024414
	Iteration 4F: 3 clusters Score -804740.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -805093.812500 Penalty: 4486.024414
	Iteration 5F: 3 clusters Score -805093.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -805399.687500 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -805399.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -805686.187500 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -805686.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -805914.937500 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -805914.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -806106.187500 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -806106.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -806296.812500 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -806296.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -806459.437500 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -806459.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -806598.937500 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -806598.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -806728.187500 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -806728.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -806830.187500 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -806830.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -806926.875000 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -806926.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -807041.500000 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -807041.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -807165.625000 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -807165.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -807255.125000 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -807255.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -807306.062500 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -807306.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -807341.187500 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -807341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -807354.062500 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -807354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -807357.312500 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -807357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -807360.437500 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -807360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -807362.062500 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -807362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -807364.625000 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -807364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -807368.250000 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -807368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -807370.750000 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -807370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -807371.437500 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -807371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -807372.750000 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -807372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -807372.750000 Penalty: 4486.024414
	Iteration 30F: 3 clusters Score -807372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -739634.687500 Penalty: 2224.698730
	Iteration 0F: 2 clusters Score -739634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -733248.562500 Penalty: 4449.397461
	Iteration 0F: 3 clusters Score -733248.6 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -735010.875000 Penalty: 4449.397461
	Iteration 1F: 3 clusters Score -735010.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -735409.875000 Penalty: 4449.397461
	Iteration 2F: 3 clusters Score -735409.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -735742.937500 Penalty: 4449.397461
	Iteration 3F: 3 clusters Score -735742.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -736010.750000 Penalty: 4449.397461
	Iteration 4Q: 3 clusters Score -736010.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -736225.937500 Penalty: 4449.397461
	Iteration 5Q: 3 clusters Score -736225.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -736455.312500 Penalty: 4449.397461
	Iteration 6Q: 3 clusters Score -736455.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -736746.000000 Penalty: 4449.397461
	Iteration 7Q: 3 clusters Score -736746 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -737075.562500 Penalty: 4449.397461
	Iteration 8F: 3 clusters Score -737075.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -737382.125000 Penalty: 4449.397461
	Iteration 9Q: 3 clusters Score -737382.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -737629.312500 Penalty: 4449.397461
	Iteration 10Q: 3 clusters Score -737629.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -737820.687500 Penalty: 4449.397461
	Iteration 11Q: 3 clusters Score -737820.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -738017.812500 Penalty: 4449.397461
	Iteration 12Q: 3 clusters Score -738017.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -738245.875000 Penalty: 4449.397461
	Iteration 13Q: 3 clusters Score -738245.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -738392.000000 Penalty: 4449.397461
	Iteration 14Q: 3 clusters Score -738392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -738514.187500 Penalty: 4449.397461
	Iteration 15Q: 3 clusters Score -738514.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -738582.312500 Penalty: 4449.397461
	Iteration 16Q: 3 clusters Score -738582.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -738622.500000 Penalty: 4449.397461
	Iteration 17Q: 3 clusters Score -738622.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -738647.875000 Penalty: 4449.397461
	Iteration 18Q: 3 clusters Score -738647.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -738660.000000 Penalty: 4449.397461
	Iteration 19Q: 3 clusters Score -738660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -738668.750000 Penalty: 4449.397461
	Iteration 20F: 3 clusters Score -738668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -738675.125000 Penalty: 4449.397461
	Iteration 21Q: 3 clusters Score -738675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -738675.125000 Penalty: 4449.397461
	Iteration 22Q: 3 clusters Score -738675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -738678.312500 Penalty: 4449.397461
	Iteration 23Q: 3 clusters Score -738678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -738680.312500 Penalty: 4449.397461
	Iteration 24Q: 3 clusters Score -738680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -738682.375000 Penalty: 4449.397461
	Iteration 25Q: 3 clusters Score -738682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -738682.812500 Penalty: 4449.397461
	Iteration 26Q: 3 clusters Score -738682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -738683.562500 Penalty: 4449.397461
	Iteration 27Q: 3 clusters Score -738683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -738686.937500 Penalty: 4449.397461
	Iteration 28Q: 3 clusters Score -738686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -738686.187500 Penalty: 4449.397461
	Iteration 29Q: 3 clusters Score -738686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -738684.812500 Penalty: 4449.397461
	Iteration 30Q: 3 clusters Score -738684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -738687.250000 Penalty: 4449.397461
	Iteration 31Q: 3 clusters Score -738687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -738687.062500 Penalty: 4449.397461
	Iteration 32Q: 3 clusters Score -738687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -738689.750000 Penalty: 4449.397461
	Iteration 33Q: 3 clusters Score -738689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -738688.687500 Penalty: 4449.397461
	Iteration 34Q: 3 clusters Score -738688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -738690.250000 Penalty: 4449.397461
	Iteration 35Q: 3 clusters Score -738690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -738690.875000 Penalty: 4449.397461
	Iteration 36Q: 3 clusters Score -738690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -738690.062500 Penalty: 4449.397461
	Iteration 37Q: 3 clusters Score -738690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -738691.687500 Penalty: 4449.397461
	Iteration 38Q: 3 clusters Score -738691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -738691.687500 Penalty: 4449.397461
	Iteration 39F: 3 clusters Score -738691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -211631.796875 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -211631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208898.750000 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -208898.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209367.500000 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -209367.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -209505.328125 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -209505.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209586.640625 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -209586.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209662.734375 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -209662.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209733.656250 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -209733.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209787.750000 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -209787.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209838.390625 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -209838.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209872.859375 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -209872.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209894.656250 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -209894.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209913.500000 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -209913.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209932.375000 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -209932.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209946.062500 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -209946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -209951.890625 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -209951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209956.390625 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -209956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209957.984375 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -209958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209959.406250 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -209959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209961.875000 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -209961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209967.828125 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -209967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209970.203125 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -209970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -209971.015625 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -209971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209972.140625 Penalty: 3801.050293
	Iteration 21Q: 3 clusters Score -209972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209972.734375 Penalty: 3801.050293
	Iteration 22Q: 3 clusters Score -209972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209972.734375 Penalty: 3801.050293
	Iteration 23F: 3 clusters Score -209972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -41669.921875 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -41669.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40224.132812 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -40224.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40378.042969 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -40378.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40441.625000 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -40441.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40479.515625 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -40479.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40502.445312 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -40502.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40505.210938 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -40505.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40505.210938 Penalty: 3024.645020
	Iteration 6F: 3 clusters Score -40505.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (54964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Entering Unmasked Estep 
Score: -5135349.500000 Penalty: 2706.779541
	Iteration 0F: 2 clusters Score -5135350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5098389.000000 Penalty: 5413.559082
	Iteration 0F: 3 clusters Score -5098389 nChanged 25532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5112588.000000 Penalty: 5413.559082
	Iteration 1F: 3 clusters Score -5112588 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5113538.000000 Penalty: 5413.559082
	Iteration 2Q: 3 clusters Score -5113538 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -5114886.000000 Penalty: 5413.559082
	Iteration 3Q: 3 clusters Score -5114886 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5116664.500000 Penalty: 5413.559082
	Iteration 4F: 3 clusters Score -5116664 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5118484.500000 Penalty: 5413.559082
	Iteration 5F: 3 clusters Score -5118484 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5120215.500000 Penalty: 5413.559082
	Iteration 6F: 3 clusters Score -5120216 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -5121634.000000 Penalty: 5413.559082
	Iteration 7F: 3 clusters Score -5121634 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5122699.000000 Penalty: 5413.559082
	Iteration 8Q: 3 clusters Score -5122699 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5123561.500000 Penalty: 5413.559082
	Iteration 9Q: 3 clusters Score -5123562 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5124337.500000 Penalty: 5413.559082
	Iteration 10Q: 3 clusters Score -5124338 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5125071.500000 Penalty: 5413.559082
	Iteration 11Q: 3 clusters Score -5125072 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5125780.500000 Penalty: 5413.559082
	Iteration 12Q: 3 clusters Score -5125780 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -5126482.500000 Penalty: 5413.559082
	Iteration 13Q: 3 clusters Score -5126482 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5127223.000000 Penalty: 5413.559082
	Iteration 14Q: 3 clusters Score -5127223 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5127963.000000 Penalty: 5413.559082
	Iteration 15Q: 3 clusters Score -5127963 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5128741.500000 Penalty: 5413.559082
	Iteration 16Q: 3 clusters Score -5128742 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5129428.500000 Penalty: 5413.559082
	Iteration 17Q: 3 clusters Score -5129428 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5130089.500000 Penalty: 5413.559082
	Iteration 18Q: 3 clusters Score -5130090 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -5130765.000000 Penalty: 5413.559082
	Iteration 19Q: 3 clusters Score -5130765 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -5131407.000000 Penalty: 5413.559082
	Iteration 20F: 3 clusters Score -5131407 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -5131986.000000 Penalty: 5413.559082
	Iteration 21Q: 3 clusters Score -5131986 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5132532.000000 Penalty: 5413.559082
	Iteration 22Q: 3 clusters Score -5132532 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -5133017.000000 Penalty: 5413.559082
	Iteration 23Q: 3 clusters Score -5133017 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5133466.500000 Penalty: 5413.559082
	Iteration 24Q: 3 clusters Score -5133466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -5133782.500000 Penalty: 5413.559082
	Iteration 25Q: 3 clusters Score -5133782 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5134051.000000 Penalty: 5413.559082
	Iteration 26Q: 3 clusters Score -5134051 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5134264.000000 Penalty: 5413.559082
	Iteration 27Q: 3 clusters Score -5134264 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5134399.000000 Penalty: 5413.559082
	Iteration 28Q: 3 clusters Score -5134399 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5134450.000000 Penalty: 5413.559082
	Iteration 29Q: 3 clusters Score -5134450 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5134512.500000 Penalty: 5413.559082
	Iteration 30Q: 3 clusters Score -5134512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5134566.500000 Penalty: 5413.559082
	Iteration 31Q: 3 clusters Score -5134566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5134619.000000 Penalty: 5413.559082
	Iteration 32Q: 3 clusters Score -5134619 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5134642.000000 Penalty: 5413.559082
	Iteration 33Q: 3 clusters Score -5134642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5134643.500000 Penalty: 5413.559082
	Iteration 34Q: 3 clusters Score -5134644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5134644.500000 Penalty: 5413.559082
	Iteration 35Q: 3 clusters Score -5134644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5134658.500000 Penalty: 5413.559082
	Iteration 36Q: 3 clusters Score -5134658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5134670.000000 Penalty: 5413.559082
	Iteration 37Q: 3 clusters Score -5134670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5134688.000000 Penalty: 5413.559082
	Iteration 38Q: 3 clusters Score -5134688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5134706.500000 Penalty: 5413.559082
	Iteration 39Q: 3 clusters Score -5134706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5134703.000000 Penalty: 5413.559082
	Iteration 40F: 3 clusters Score -5134703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5134709.000000 Penalty: 5413.559082
	Iteration 41Q: 3 clusters Score -5134709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5134722.000000 Penalty: 5413.559082
	Iteration 42Q: 3 clusters Score -5134722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5134726.000000 Penalty: 5413.559082
	Iteration 43Q: 3 clusters Score -5134726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5134732.500000 Penalty: 5413.559082
	Iteration 44Q: 3 clusters Score -5134732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5134740.000000 Penalty: 5413.559082
	Iteration 45Q: 3 clusters Score -5134740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5134752.500000 Penalty: 5413.559082
	Iteration 46Q: 3 clusters Score -5134752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5134763.000000 Penalty: 5413.559082
	Iteration 47Q: 3 clusters Score -5134763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5134776.500000 Penalty: 5413.559082
	Iteration 48Q: 3 clusters Score -5134776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5134784.500000 Penalty: 5413.559082
	Iteration 49Q: 3 clusters Score -5134784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5134793.500000 Penalty: 5413.559082
	Iteration 50Q: 3 clusters Score -5134794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5134799.000000 Penalty: 5413.559082
	Iteration 51Q: 3 clusters Score -5134799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5134793.500000 Penalty: 5413.559082
	Iteration 52Q: 3 clusters Score -5134794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5134796.500000 Penalty: 5413.559082
	Iteration 53Q: 3 clusters Score -5134796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5134800.000000 Penalty: 5413.559082
	Iteration 54Q: 3 clusters Score -5134800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5134795.500000 Penalty: 5413.559082
	Iteration 55Q: 3 clusters Score -5134796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5134803.500000 Penalty: 5413.559082
	Iteration 56Q: 3 clusters Score -5134804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5134803.000000 Penalty: 5413.559082
	Iteration 57Q: 3 clusters Score -5134803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5134801.500000 Penalty: 5413.559082
	Iteration 58Q: 3 clusters Score -5134802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5134800.500000 Penalty: 5413.559082
	Iteration 59Q: 3 clusters Score -5134800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5134800.500000 Penalty: 5413.559082
	Iteration 60F: 3 clusters Score -5134800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5134805.500000 Penalty: 5413.559082
	Iteration 61Q: 3 clusters Score -5134806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5134805.500000 Penalty: 5413.559082
	Iteration 62F: 3 clusters Score -5134806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (210458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210458 members 
Entering Unmasked Estep 
Score: -21672584.000000 Penalty: 3039.746094
	Iteration 0F: 2 clusters Score -2.167258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104928 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -21531250.000000 Penalty: 6079.492188
	Iteration 0F: 3 clusters Score -2.153125e+07 nChanged 101339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -21591402.000000 Penalty: 6079.492188
	Iteration 1F: 3 clusters Score -2.15914e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -21593560.000000 Penalty: 6079.492188
	Iteration 2Q: 3 clusters Score -2.159356e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -21596662.000000 Penalty: 6079.492188
	Iteration 3Q: 3 clusters Score -2.159666e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -21602082.000000 Penalty: 6079.492188
	Iteration 4F: 3 clusters Score -2.160208e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -21610802.000000 Penalty: 6079.492188
	Iteration 5F: 3 clusters Score -2.16108e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -21623502.000000 Penalty: 6079.492188
	Iteration 6F: 3 clusters Score -2.16235e+07 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -21637330.000000 Penalty: 6079.492188
	Iteration 7F: 3 clusters Score -2.163733e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 187482 members 
Entering Unmasked Estep 
Score: -21649954.000000 Penalty: 6079.492188
	Iteration 8F: 3 clusters Score -2.164995e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 197709 members 
Entering Unmasked Estep 
Score: -21659178.000000 Penalty: 6079.492188
	Iteration 9Q: 3 clusters Score -2.165918e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 204090 members 
Entering Unmasked Estep 
Score: -21664812.000000 Penalty: 6079.492188
	Iteration 10Q: 3 clusters Score -2.166481e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 207470 members 
Entering Unmasked Estep 
Score: -21667716.000000 Penalty: 6079.492188
	Iteration 11Q: 3 clusters Score -2.166772e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 208969 members 
Entering Unmasked Estep 
Score: -21669008.000000 Penalty: 6079.492188
	Iteration 12Q: 3 clusters Score -2.166901e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 209539 members 
Entering Unmasked Estep 
Score: -21669510.000000 Penalty: 6079.492188
	Iteration 13Q: 3 clusters Score -2.166951e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 209752 members 
Entering Unmasked Estep 
Score: -21669702.000000 Penalty: 6079.492188
	Iteration 14Q: 3 clusters Score -2.16697e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 209850 members 
Entering Unmasked Estep 
Score: -21669796.000000 Penalty: 6079.492188
	Iteration 15Q: 3 clusters Score -2.16698e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 209908 members 
Entering Unmasked Estep 
Score: -21669854.000000 Penalty: 6079.492188
	Iteration 16Q: 3 clusters Score -2.166985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 209948 members 
Entering Unmasked Estep 
Score: -21669942.000000 Penalty: 6079.492188
	Iteration 17Q: 3 clusters Score -2.166994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 209971 members 
Entering Unmasked Estep 
Score: -21669972.000000 Penalty: 6079.492188
	Iteration 18Q: 3 clusters Score -2.166997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 209979 members 
Entering Unmasked Estep 
Score: -21669978.000000 Penalty: 6079.492188
	Iteration 19Q: 3 clusters Score -2.166998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 209987 members 
Entering Unmasked Estep 
Score: -21669992.000000 Penalty: 6079.492188
	Iteration 20F: 3 clusters Score -2.166999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 209996 members 
Entering Unmasked Estep 
Score: -21670002.000000 Penalty: 6079.492188
	Iteration 21Q: 3 clusters Score -2.167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 210004 members 
Entering Unmasked Estep 
Score: -21670018.000000 Penalty: 6079.492188
	Iteration 22Q: 3 clusters Score -2.167002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 210012 members 
Entering Unmasked Estep 
Score: -21670034.000000 Penalty: 6079.492188
	Iteration 23Q: 3 clusters Score -2.167003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 210016 members 
Entering Unmasked Estep 
Score: -21670028.000000 Penalty: 6079.492188
	Iteration 24Q: 3 clusters Score -2.167003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 210016 members 
Entering Unmasked Estep 
Score: -21670034.000000 Penalty: 6079.492188
	Iteration 25Q: 3 clusters Score -2.167003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 210022 members 
Entering Unmasked Estep 
Score: -21670040.000000 Penalty: 6079.492188
	Iteration 26Q: 3 clusters Score -2.167004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 210025 members 
Entering Unmasked Estep 
Score: -21670048.000000 Penalty: 6079.492188
	Iteration 27Q: 3 clusters Score -2.167005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 210023 members 
Entering Unmasked Estep 
Score: -21670052.000000 Penalty: 6079.492188
	Iteration 28Q: 3 clusters Score -2.167005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210027 members 
Entering Unmasked Estep 
Score: -21670054.000000 Penalty: 6079.492188
	Iteration 29Q: 3 clusters Score -2.167005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 210030 members 
Entering Unmasked Estep 
Score: -21670028.000000 Penalty: 6079.492188
	Iteration 30Q: 3 clusters Score -2.167003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 210032 members 
Entering Unmasked Estep 
Score: -21670030.000000 Penalty: 6079.492188
	Iteration 31Q: 3 clusters Score -2.167003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 210034 members 
Entering Unmasked Estep 
Score: -21670028.000000 Penalty: 6079.492188
	Iteration 32Q: 3 clusters Score -2.167003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210035 members 
Entering Unmasked Estep 
Score: -21670036.000000 Penalty: 6079.492188
	Iteration 33Q: 3 clusters Score -2.167004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210035 members 
Entering Unmasked Estep 
Score: -21670036.000000 Penalty: 6079.492188
	Iteration 34F: 3 clusters Score -2.167004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -290473.562500 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -290473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -287321.937500 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -287321.9 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287943.562500 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -287943.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288126.343750 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -288126.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -288218.937500 Penalty: 3949.185303
	Iteration 3Q: 3 clusters Score -288218.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -288283.437500 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -288283.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288322.312500 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -288322.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -288350.531250 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -288350.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288375.312500 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -288375.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288403.812500 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -288403.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -288427.968750 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -288428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288448.687500 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -288448.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -288467.562500 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -288467.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -288483.031250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -288483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288498.687500 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -288498.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -288516.437500 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -288516.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -288535.437500 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -288535.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -288554.375000 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -288554.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -288562.531250 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -288562.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288567.937500 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -288567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -288572.843750 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -288572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -288577.687500 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -288577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288580.312500 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -288580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288583.875000 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -288583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288584.937500 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -288584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288586.093750 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -288586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -288586.406250 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -288586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288587.000000 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -288587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288587.875000 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -288587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -288588.156250 Penalty: 3949.185303
	Iteration 28Q: 3 clusters Score -288588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288590.343750 Penalty: 3949.185303
	Iteration 29Q: 3 clusters Score -288590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288591.875000 Penalty: 3949.185303
	Iteration 30Q: 3 clusters Score -288591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288598.406250 Penalty: 3949.185303
	Iteration 31Q: 3 clusters Score -288598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288608.125000 Penalty: 3949.185303
	Iteration 32Q: 3 clusters Score -288608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288611.781250 Penalty: 3949.185303
	Iteration 33Q: 3 clusters Score -288611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -288616.187500 Penalty: 3949.185303
	Iteration 34Q: 3 clusters Score -288616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -288620.906250 Penalty: 3949.185303
	Iteration 35Q: 3 clusters Score -288620.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -288625.125000 Penalty: 3949.185303
	Iteration 36Q: 3 clusters Score -288625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -288627.750000 Penalty: 3949.185303
	Iteration 37Q: 3 clusters Score -288627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -288632.187500 Penalty: 3949.185303
	Iteration 38Q: 3 clusters Score -288632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -288638.968750 Penalty: 3949.185303
	Iteration 39Q: 3 clusters Score -288639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -288645.656250 Penalty: 3949.185303
	Iteration 40F: 3 clusters Score -288645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -288653.187500 Penalty: 3949.185303
	Iteration 41Q: 3 clusters Score -288653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288658.343750 Penalty: 3949.185303
	Iteration 42Q: 3 clusters Score -288658.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -288669.375000 Penalty: 3949.185303
	Iteration 43Q: 3 clusters Score -288669.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -288684.531250 Penalty: 3949.185303
	Iteration 44Q: 3 clusters Score -288684.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -288699.406250 Penalty: 3949.185303
	Iteration 45Q: 3 clusters Score -288699.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288710.750000 Penalty: 3949.185303
	Iteration 46Q: 3 clusters Score -288710.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -288722.812500 Penalty: 3949.185303
	Iteration 47Q: 3 clusters Score -288722.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288740.031250 Penalty: 3949.185303
	Iteration 48Q: 3 clusters Score -288740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -288757.593750 Penalty: 3949.185303
	Iteration 49Q: 3 clusters Score -288757.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288778.125000 Penalty: 3949.185303
	Iteration 50Q: 3 clusters Score -288778.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -288797.406250 Penalty: 3949.185303
	Iteration 51Q: 3 clusters Score -288797.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288822.062500 Penalty: 3949.185303
	Iteration 52Q: 3 clusters Score -288822.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288841.750000 Penalty: 3949.185303
	Iteration 53Q: 3 clusters Score -288841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288859.156250 Penalty: 3949.185303
	Iteration 54Q: 3 clusters Score -288859.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288877.968750 Penalty: 3949.185303
	Iteration 55Q: 3 clusters Score -288878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -288888.843750 Penalty: 3949.185303
	Iteration 56Q: 3 clusters Score -288888.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -288901.281250 Penalty: 3949.185303
	Iteration 57Q: 3 clusters Score -288901.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -288913.187500 Penalty: 3949.185303
	Iteration 58Q: 3 clusters Score -288913.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -288925.687500 Penalty: 3949.185303
	Iteration 59Q: 3 clusters Score -288925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -288934.937500 Penalty: 3949.185303
	Iteration 60F: 3 clusters Score -288934.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -288943.593750 Penalty: 3949.185303
	Iteration 61Q: 3 clusters Score -288943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -288951.125000 Penalty: 3949.185303
	Iteration 62Q: 3 clusters Score -288951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -288955.843750 Penalty: 3949.185303
	Iteration 63Q: 3 clusters Score -288955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -288957.281250 Penalty: 3949.185303
	Iteration 64Q: 3 clusters Score -288957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -288957.125000 Penalty: 3949.185303
	Iteration 65Q: 3 clusters Score -288957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -288957.125000 Penalty: 3949.185303
	Iteration 66F: 3 clusters Score -288957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -616448.312500 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -616448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -611205.187500 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -611205.2 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -612510.875000 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -612510.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -612813.812500 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -612813.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -613081.062500 Penalty: 4322.914062
	Iteration 3F: 3 clusters Score -613081.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -613330.750000 Penalty: 4322.914062
	Iteration 4F: 3 clusters Score -613330.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -613575.000000 Penalty: 4322.914062
	Iteration 5F: 3 clusters Score -613575 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -613812.375000 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -613812.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -614043.812500 Penalty: 4322.914062
	Iteration 7F: 3 clusters Score -614043.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -614239.187500 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -614239.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -614383.562500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -614383.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -614467.375000 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -614467.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -614513.125000 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -614513.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -614543.437500 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -614543.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -614563.812500 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -614563.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -614582.125000 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -614582.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -614593.437500 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -614593.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -614602.187500 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -614602.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -614606.812500 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -614606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -614608.500000 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -614608.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -614611.562500 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -614611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -614610.687500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -614610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -614612.187500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -614612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -614612.187500 Penalty: 4322.914062
	Iteration 22F: 3 clusters Score -614612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (71608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Entering Unmasked Estep 
Score: -7311100.000000 Penalty: 2772.382568
	Iteration 0F: 2 clusters Score -7311100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -7262944.000000 Penalty: 5544.765137
	Iteration 0F: 3 clusters Score -7262944 nChanged 33474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -7281846.000000 Penalty: 5544.765137
	Iteration 1F: 3 clusters Score -7281846 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -7282596.000000 Penalty: 5544.765137
	Iteration 2Q: 3 clusters Score -7282596 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -7283555.500000 Penalty: 5544.765137
	Iteration 3Q: 3 clusters Score -7283556 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -7284844.000000 Penalty: 5544.765137
	Iteration 4Q: 3 clusters Score -7284844 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -7286737.500000 Penalty: 5544.765137
	Iteration 5F: 3 clusters Score -7286738 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -7289622.500000 Penalty: 5544.765137
	Iteration 6F: 3 clusters Score -7289622 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7293599.000000 Penalty: 5544.765137
	Iteration 7F: 3 clusters Score -7293599 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7298286.000000 Penalty: 5544.765137
	Iteration 8F: 3 clusters Score -7298286 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -7302434.500000 Penalty: 5544.765137
	Iteration 9F: 3 clusters Score -7302434 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -7305242.000000 Penalty: 5544.765137
	Iteration 10Q: 3 clusters Score -7305242 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7306922.500000 Penalty: 5544.765137
	Iteration 11Q: 3 clusters Score -7306922 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7307802.500000 Penalty: 5544.765137
	Iteration 12Q: 3 clusters Score -7307802 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7308202.000000 Penalty: 5544.765137
	Iteration 13Q: 3 clusters Score -7308202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7308370.500000 Penalty: 5544.765137
	Iteration 14Q: 3 clusters Score -7308370 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7308506.500000 Penalty: 5544.765137
	Iteration 15Q: 3 clusters Score -7308506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7308557.000000 Penalty: 5544.765137
	Iteration 16Q: 3 clusters Score -7308557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7308623.500000 Penalty: 5544.765137
	Iteration 17Q: 3 clusters Score -7308624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7308645.500000 Penalty: 5544.765137
	Iteration 18Q: 3 clusters Score -7308646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7308646.000000 Penalty: 5544.765137
	Iteration 19Q: 3 clusters Score -7308646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7308660.500000 Penalty: 5544.765137
	Iteration 20F: 3 clusters Score -7308660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7308663.500000 Penalty: 5544.765137
	Iteration 21Q: 3 clusters Score -7308664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7308669.000000 Penalty: 5544.765137
	Iteration 22Q: 3 clusters Score -7308669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7308679.500000 Penalty: 5544.765137
	Iteration 23Q: 3 clusters Score -7308680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7308681.500000 Penalty: 5544.765137
	Iteration 24Q: 3 clusters Score -7308682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7308684.000000 Penalty: 5544.765137
	Iteration 25Q: 3 clusters Score -7308684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7308676.000000 Penalty: 5544.765137
	Iteration 26Q: 3 clusters Score -7308676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7308676.000000 Penalty: 5544.765137
	Iteration 27F: 3 clusters Score -7308676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (88075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Entering Unmasked Estep 
Score: -8985573.000000 Penalty: 2823.714111
	Iteration 0F: 2 clusters Score -8985573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8926488.000000 Penalty: 5647.428223
	Iteration 0F: 3 clusters Score -8926488 nChanged 41499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8950040.000000 Penalty: 5647.428223
	Iteration 1F: 3 clusters Score -8950040 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8950779.000000 Penalty: 5647.428223
	Iteration 2Q: 3 clusters Score -8950779 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8951766.000000 Penalty: 5647.428223
	Iteration 3Q: 3 clusters Score -8951766 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -8953042.000000 Penalty: 5647.428223
	Iteration 4Q: 3 clusters Score -8953042 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -8955053.000000 Penalty: 5647.428223
	Iteration 5Q: 3 clusters Score -8955053 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -8957939.000000 Penalty: 5647.428223
	Iteration 6F: 3 clusters Score -8957939 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -8961890.000000 Penalty: 5647.428223
	Iteration 7F: 3 clusters Score -8961890 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -8966941.000000 Penalty: 5647.428223
	Iteration 8F: 3 clusters Score -8966941 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -8972161.000000 Penalty: 5647.428223
	Iteration 9F: 3 clusters Score -8972161 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8976876.000000 Penalty: 5647.428223
	Iteration 10F: 3 clusters Score -8976876 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8980097.000000 Penalty: 5647.428223
	Iteration 11Q: 3 clusters Score -8980097 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8981854.000000 Penalty: 5647.428223
	Iteration 12Q: 3 clusters Score -8981854 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8982587.000000 Penalty: 5647.428223
	Iteration 13Q: 3 clusters Score -8982587 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8982936.000000 Penalty: 5647.428223
	Iteration 14Q: 3 clusters Score -8982936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8983047.000000 Penalty: 5647.428223
	Iteration 15Q: 3 clusters Score -8983047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8983097.000000 Penalty: 5647.428223
	Iteration 16Q: 3 clusters Score -8983097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8983148.000000 Penalty: 5647.428223
	Iteration 17Q: 3 clusters Score -8983148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8983159.000000 Penalty: 5647.428223
	Iteration 18Q: 3 clusters Score -8983159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8983178.000000 Penalty: 5647.428223
	Iteration 19Q: 3 clusters Score -8983178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8983183.000000 Penalty: 5647.428223
	Iteration 20F: 3 clusters Score -8983183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8983195.000000 Penalty: 5647.428223
	Iteration 21Q: 3 clusters Score -8983195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8983202.000000 Penalty: 5647.428223
	Iteration 22Q: 3 clusters Score -8983202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8983205.000000 Penalty: 5647.428223
	Iteration 23Q: 3 clusters Score -8983205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8983208.000000 Penalty: 5647.428223
	Iteration 24Q: 3 clusters Score -8983208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8983202.000000 Penalty: 5647.428223
	Iteration 25Q: 3 clusters Score -8983202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8983205.000000 Penalty: 5647.428223
	Iteration 26Q: 3 clusters Score -8983205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8983202.000000 Penalty: 5647.428223
	Iteration 27Q: 3 clusters Score -8983202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8983207.000000 Penalty: 5647.428223
	Iteration 28Q: 3 clusters Score -8983207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8983215.000000 Penalty: 5647.428223
	Iteration 29Q: 3 clusters Score -8983215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8983219.000000 Penalty: 5647.428223
	Iteration 30Q: 3 clusters Score -8983219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8983226.000000 Penalty: 5647.428223
	Iteration 31Q: 3 clusters Score -8983226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8983227.000000 Penalty: 5647.428223
	Iteration 32Q: 3 clusters Score -8983227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8983226.000000 Penalty: 5647.428223
	Iteration 33Q: 3 clusters Score -8983226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8983226.000000 Penalty: 5647.428223
	Iteration 34F: 3 clusters Score -8983226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (18739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Entering Unmasked Estep 
Score: -1756862.375000 Penalty: 2439.913818
	Iteration 0F: 2 clusters Score -1756862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1743595.875000 Penalty: 4879.827637
	Iteration 0F: 3 clusters Score -1743596 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1748513.000000 Penalty: 4879.827637
	Iteration 1F: 3 clusters Score -1748513 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1749444.000000 Penalty: 4879.827637
	Iteration 2F: 3 clusters Score -1749444 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1750283.000000 Penalty: 4879.827637
	Iteration 3F: 3 clusters Score -1750283 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1750971.500000 Penalty: 4879.827637
	Iteration 4F: 3 clusters Score -1750972 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1751507.625000 Penalty: 4879.827637
	Iteration 5F: 3 clusters Score -1751508 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1751979.000000 Penalty: 4879.827637
	Iteration 6Q: 3 clusters Score -1751979 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1752347.375000 Penalty: 4879.827637
	Iteration 7Q: 3 clusters Score -1752347 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1752686.500000 Penalty: 4879.827637
	Iteration 8Q: 3 clusters Score -1752686 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1752967.000000 Penalty: 4879.827637
	Iteration 9Q: 3 clusters Score -1752967 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1753201.250000 Penalty: 4879.827637
	Iteration 10Q: 3 clusters Score -1753201 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1753422.500000 Penalty: 4879.827637
	Iteration 11Q: 3 clusters Score -1753422 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1753607.250000 Penalty: 4879.827637
	Iteration 12Q: 3 clusters Score -1753607 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1753781.000000 Penalty: 4879.827637
	Iteration 13Q: 3 clusters Score -1753781 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1753974.625000 Penalty: 4879.827637
	Iteration 14Q: 3 clusters Score -1753975 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1754182.250000 Penalty: 4879.827637
	Iteration 15Q: 3 clusters Score -1754182 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1754341.000000 Penalty: 4879.827637
	Iteration 16Q: 3 clusters Score -1754341 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1754490.000000 Penalty: 4879.827637
	Iteration 17Q: 3 clusters Score -1754490 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1754620.875000 Penalty: 4879.827637
	Iteration 18Q: 3 clusters Score -1754621 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1754722.625000 Penalty: 4879.827637
	Iteration 19Q: 3 clusters Score -1754723 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1754805.750000 Penalty: 4879.827637
	Iteration 20F: 3 clusters Score -1754806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1754859.750000 Penalty: 4879.827637
	Iteration 21Q: 3 clusters Score -1754860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1754915.000000 Penalty: 4879.827637
	Iteration 22Q: 3 clusters Score -1754915 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1754967.625000 Penalty: 4879.827637
	Iteration 23Q: 3 clusters Score -1754968 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1755012.625000 Penalty: 4879.827637
	Iteration 24Q: 3 clusters Score -1755013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1755060.500000 Penalty: 4879.827637
	Iteration 25Q: 3 clusters Score -1755060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1755094.750000 Penalty: 4879.827637
	Iteration 26Q: 3 clusters Score -1755095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1755128.250000 Penalty: 4879.827637
	Iteration 27Q: 3 clusters Score -1755128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1755153.875000 Penalty: 4879.827637
	Iteration 28Q: 3 clusters Score -1755154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1755174.000000 Penalty: 4879.827637
	Iteration 29Q: 3 clusters Score -1755174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1755195.000000 Penalty: 4879.827637
	Iteration 30Q: 3 clusters Score -1755195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1755206.750000 Penalty: 4879.827637
	Iteration 31Q: 3 clusters Score -1755207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1755222.500000 Penalty: 4879.827637
	Iteration 32Q: 3 clusters Score -1755222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1755233.375000 Penalty: 4879.827637
	Iteration 33Q: 3 clusters Score -1755233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1755241.000000 Penalty: 4879.827637
	Iteration 34Q: 3 clusters Score -1755241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1755246.375000 Penalty: 4879.827637
	Iteration 35Q: 3 clusters Score -1755246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1755246.875000 Penalty: 4879.827637
	Iteration 36Q: 3 clusters Score -1755247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1755250.000000 Penalty: 4879.827637
	Iteration 37Q: 3 clusters Score -1755250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1755255.500000 Penalty: 4879.827637
	Iteration 38Q: 3 clusters Score -1755256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1755258.125000 Penalty: 4879.827637
	Iteration 39Q: 3 clusters Score -1755258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1755257.750000 Penalty: 4879.827637
	Iteration 40F: 3 clusters Score -1755258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1755265.000000 Penalty: 4879.827637
	Iteration 41Q: 3 clusters Score -1755265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1755269.125000 Penalty: 4879.827637
	Iteration 42Q: 3 clusters Score -1755269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1755274.125000 Penalty: 4879.827637
	Iteration 43Q: 3 clusters Score -1755274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1755276.750000 Penalty: 4879.827637
	Iteration 44Q: 3 clusters Score -1755277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1755281.750000 Penalty: 4879.827637
	Iteration 45Q: 3 clusters Score -1755282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1755280.375000 Penalty: 4879.827637
	Iteration 46Q: 3 clusters Score -1755280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1755289.625000 Penalty: 4879.827637
	Iteration 47Q: 3 clusters Score -1755290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1755287.250000 Penalty: 4879.827637
	Iteration 48Q: 3 clusters Score -1755287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1755291.750000 Penalty: 4879.827637
	Iteration 49Q: 3 clusters Score -1755292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1755293.250000 Penalty: 4879.827637
	Iteration 50Q: 3 clusters Score -1755293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1755298.875000 Penalty: 4879.827637
	Iteration 51Q: 3 clusters Score -1755299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1755297.875000 Penalty: 4879.827637
	Iteration 52Q: 3 clusters Score -1755298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1755300.000000 Penalty: 4879.827637
	Iteration 53Q: 3 clusters Score -1755300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1755307.125000 Penalty: 4879.827637
	Iteration 54Q: 3 clusters Score -1755307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1755307.625000 Penalty: 4879.827637
	Iteration 55Q: 3 clusters Score -1755308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1755307.625000 Penalty: 4879.827637
	Iteration 56Q: 3 clusters Score -1755308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1755309.000000 Penalty: 4879.827637
	Iteration 57Q: 3 clusters Score -1755309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1755309.375000 Penalty: 4879.827637
	Iteration 58Q: 3 clusters Score -1755309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1755312.250000 Penalty: 4879.827637
	Iteration 59Q: 3 clusters Score -1755312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1755315.750000 Penalty: 4879.827637
	Iteration 60F: 3 clusters Score -1755316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1755313.125000 Penalty: 4879.827637
	Iteration 61Q: 3 clusters Score -1755313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1755310.875000 Penalty: 4879.827637
	Iteration 62Q: 3 clusters Score -1755311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1755316.750000 Penalty: 4879.827637
	Iteration 63Q: 3 clusters Score -1755317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1755318.625000 Penalty: 4879.827637
	Iteration 64Q: 3 clusters Score -1755319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1755320.250000 Penalty: 4879.827637
	Iteration 65Q: 3 clusters Score -1755320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1755323.500000 Penalty: 4879.827637
	Iteration 66Q: 3 clusters Score -1755324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1755325.875000 Penalty: 4879.827637
	Iteration 67Q: 3 clusters Score -1755326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1755327.750000 Penalty: 4879.827637
	Iteration 68Q: 3 clusters Score -1755328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1755325.750000 Penalty: 4879.827637
	Iteration 69Q: 3 clusters Score -1755326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1755329.000000 Penalty: 4879.827637
	Iteration 70Q: 3 clusters Score -1755329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1755327.125000 Penalty: 4879.827637
	Iteration 71Q: 3 clusters Score -1755327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1755329.125000 Penalty: 4879.827637
	Iteration 72Q: 3 clusters Score -1755329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1755328.750000 Penalty: 4879.827637
	Iteration 73Q: 3 clusters Score -1755329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1755329.750000 Penalty: 4879.827637
	Iteration 74Q: 3 clusters Score -1755330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1755329.875000 Penalty: 4879.827637
	Iteration 75Q: 3 clusters Score -1755330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1755329.750000 Penalty: 4879.827637
	Iteration 76Q: 3 clusters Score -1755330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1755330.875000 Penalty: 4879.827637
	Iteration 77Q: 3 clusters Score -1755331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1755329.125000 Penalty: 4879.827637
	Iteration 78Q: 3 clusters Score -1755329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1755329.125000 Penalty: 4879.827637
	Iteration 79F: 3 clusters Score -1755329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -258160.203125 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -258160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255212.812500 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -255212.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -255806.718750 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -255806.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -255932.796875 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -255932.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -255998.109375 Penalty: 3893.071045
	Iteration 3Q: 3 clusters Score -255998.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256042.750000 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -256042.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -256077.546875 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -256077.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -256109.765625 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -256109.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -256143.296875 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -256143.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -256172.015625 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -256172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -256205.234375 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -256205.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256239.437500 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -256239.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -256273.578125 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -256273.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -256308.671875 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -256308.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -256353.828125 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -256353.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -256402.250000 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -256402.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -256461.312500 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -256461.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -256499.046875 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -256499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -256528.687500 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -256528.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -256552.562500 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -256552.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -256573.937500 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -256573.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -256593.640625 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -256593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -256611.468750 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -256611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -256622.218750 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -256622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -256631.281250 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -256631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256638.718750 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -256638.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256643.937500 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -256643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -256647.406250 Penalty: 3893.071045
	Iteration 26Q: 3 clusters Score -256647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -256652.875000 Penalty: 3893.071045
	Iteration 27Q: 3 clusters Score -256652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -256656.093750 Penalty: 3893.071045
	Iteration 28Q: 3 clusters Score -256656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -256661.531250 Penalty: 3893.071045
	Iteration 29Q: 3 clusters Score -256661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -256665.921875 Penalty: 3893.071045
	Iteration 30Q: 3 clusters Score -256665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256670.812500 Penalty: 3893.071045
	Iteration 31Q: 3 clusters Score -256670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256675.062500 Penalty: 3893.071045
	Iteration 32Q: 3 clusters Score -256675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256681.453125 Penalty: 3893.071045
	Iteration 33Q: 3 clusters Score -256681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -256689.343750 Penalty: 3893.071045
	Iteration 34Q: 3 clusters Score -256689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -256693.609375 Penalty: 3893.071045
	Iteration 35Q: 3 clusters Score -256693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -256696.140625 Penalty: 3893.071045
	Iteration 36Q: 3 clusters Score -256696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -256696.140625 Penalty: 3893.071045
	Iteration 37F: 3 clusters Score -256696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -403306.500000 Penalty: 2071.491943
	Iteration 0F: 2 clusters Score -403306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -399271.250000 Penalty: 4142.983887
	Iteration 0F: 3 clusters Score -399271.2 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -400270.812500 Penalty: 4142.983887
	Iteration 1F: 3 clusters Score -400270.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -400489.187500 Penalty: 4142.983887
	Iteration 2F: 3 clusters Score -400489.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -400622.500000 Penalty: 4142.983887
	Iteration 3F: 3 clusters Score -400622.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -400715.843750 Penalty: 4142.983887
	Iteration 4Q: 3 clusters Score -400715.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -400803.125000 Penalty: 4142.983887
	Iteration 5Q: 3 clusters Score -400803.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -400874.500000 Penalty: 4142.983887
	Iteration 6Q: 3 clusters Score -400874.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -400936.937500 Penalty: 4142.983887
	Iteration 7Q: 3 clusters Score -400936.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -400984.031250 Penalty: 4142.983887
	Iteration 8Q: 3 clusters Score -400984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -401027.875000 Penalty: 4142.983887
	Iteration 9Q: 3 clusters Score -401027.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -401076.125000 Penalty: 4142.983887
	Iteration 10Q: 3 clusters Score -401076.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -401123.125000 Penalty: 4142.983887
	Iteration 11Q: 3 clusters Score -401123.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -401162.375000 Penalty: 4142.983887
	Iteration 12Q: 3 clusters Score -401162.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -401203.156250 Penalty: 4142.983887
	Iteration 13Q: 3 clusters Score -401203.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -401248.406250 Penalty: 4142.983887
	Iteration 14Q: 3 clusters Score -401248.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -401298.343750 Penalty: 4142.983887
	Iteration 15Q: 3 clusters Score -401298.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -401330.062500 Penalty: 4142.983887
	Iteration 16Q: 3 clusters Score -401330.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -401351.906250 Penalty: 4142.983887
	Iteration 17Q: 3 clusters Score -401351.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -401368.375000 Penalty: 4142.983887
	Iteration 18Q: 3 clusters Score -401368.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -401382.125000 Penalty: 4142.983887
	Iteration 19Q: 3 clusters Score -401382.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -401399.156250 Penalty: 4142.983887
	Iteration 20F: 3 clusters Score -401399.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -401417.093750 Penalty: 4142.983887
	Iteration 21Q: 3 clusters Score -401417.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401436.187500 Penalty: 4142.983887
	Iteration 22Q: 3 clusters Score -401436.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -401461.750000 Penalty: 4142.983887
	Iteration 23Q: 3 clusters Score -401461.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -401490.187500 Penalty: 4142.983887
	Iteration 24Q: 3 clusters Score -401490.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -401509.562500 Penalty: 4142.983887
	Iteration 25Q: 3 clusters Score -401509.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -401528.718750 Penalty: 4142.983887
	Iteration 26Q: 3 clusters Score -401528.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -401550.125000 Penalty: 4142.983887
	Iteration 27Q: 3 clusters Score -401550.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -401564.531250 Penalty: 4142.983887
	Iteration 28Q: 3 clusters Score -401564.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -401574.125000 Penalty: 4142.983887
	Iteration 29Q: 3 clusters Score -401574.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -401589.312500 Penalty: 4142.983887
	Iteration 30Q: 3 clusters Score -401589.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -401599.312500 Penalty: 4142.983887
	Iteration 31Q: 3 clusters Score -401599.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -401612.437500 Penalty: 4142.983887
	Iteration 32Q: 3 clusters Score -401612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -401624.000000 Penalty: 4142.983887
	Iteration 33Q: 3 clusters Score -401624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -401636.781250 Penalty: 4142.983887
	Iteration 34Q: 3 clusters Score -401636.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -401649.531250 Penalty: 4142.983887
	Iteration 35Q: 3 clusters Score -401649.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -401661.093750 Penalty: 4142.983887
	Iteration 36Q: 3 clusters Score -401661.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -401669.125000 Penalty: 4142.983887
	Iteration 37Q: 3 clusters Score -401669.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -401681.125000 Penalty: 4142.983887
	Iteration 38Q: 3 clusters Score -401681.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -401694.343750 Penalty: 4142.983887
	Iteration 39Q: 3 clusters Score -401694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -401700.156250 Penalty: 4142.983887
	Iteration 40F: 3 clusters Score -401700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -401704.718750 Penalty: 4142.983887
	Iteration 41Q: 3 clusters Score -401704.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -401709.812500 Penalty: 4142.983887
	Iteration 42Q: 3 clusters Score -401709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401713.625000 Penalty: 4142.983887
	Iteration 43Q: 3 clusters Score -401713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -401718.031250 Penalty: 4142.983887
	Iteration 44Q: 3 clusters Score -401718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -401723.218750 Penalty: 4142.983887
	Iteration 45Q: 3 clusters Score -401723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401727.468750 Penalty: 4142.983887
	Iteration 46Q: 3 clusters Score -401727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -401732.531250 Penalty: 4142.983887
	Iteration 47Q: 3 clusters Score -401732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -401735.156250 Penalty: 4142.983887
	Iteration 48Q: 3 clusters Score -401735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -401736.125000 Penalty: 4142.983887
	Iteration 49Q: 3 clusters Score -401736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -401737.937500 Penalty: 4142.983887
	Iteration 50Q: 3 clusters Score -401737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -401738.312500 Penalty: 4142.983887
	Iteration 51Q: 3 clusters Score -401738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -401739.000000 Penalty: 4142.983887
	Iteration 52Q: 3 clusters Score -401739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -401741.625000 Penalty: 4142.983887
	Iteration 53Q: 3 clusters Score -401741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -401742.562500 Penalty: 4142.983887
	Iteration 54Q: 3 clusters Score -401742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -401747.468750 Penalty: 4142.983887
	Iteration 55Q: 3 clusters Score -401747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -401752.187500 Penalty: 4142.983887
	Iteration 56Q: 3 clusters Score -401752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -401756.406250 Penalty: 4142.983887
	Iteration 57Q: 3 clusters Score -401756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401760.562500 Penalty: 4142.983887
	Iteration 58Q: 3 clusters Score -401760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401763.156250 Penalty: 4142.983887
	Iteration 59Q: 3 clusters Score -401763.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -401767.531250 Penalty: 4142.983887
	Iteration 60F: 3 clusters Score -401767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -401772.906250 Penalty: 4142.983887
	Iteration 61Q: 3 clusters Score -401772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -401774.843750 Penalty: 4142.983887
	Iteration 62Q: 3 clusters Score -401774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401776.343750 Penalty: 4142.983887
	Iteration 63Q: 3 clusters Score -401776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401778.750000 Penalty: 4142.983887
	Iteration 64Q: 3 clusters Score -401778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401779.187500 Penalty: 4142.983887
	Iteration 65Q: 3 clusters Score -401779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -401781.781250 Penalty: 4142.983887
	Iteration 66Q: 3 clusters Score -401781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -401785.187500 Penalty: 4142.983887
	Iteration 67Q: 3 clusters Score -401785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -401795.125000 Penalty: 4142.983887
	Iteration 68Q: 3 clusters Score -401795.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -401802.187500 Penalty: 4142.983887
	Iteration 69Q: 3 clusters Score -401802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -401807.718750 Penalty: 4142.983887
	Iteration 70Q: 3 clusters Score -401807.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -401813.656250 Penalty: 4142.983887
	Iteration 71Q: 3 clusters Score -401813.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -401819.531250 Penalty: 4142.983887
	Iteration 72Q: 3 clusters Score -401819.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -401828.187500 Penalty: 4142.983887
	Iteration 73Q: 3 clusters Score -401828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -401842.343750 Penalty: 4142.983887
	Iteration 74Q: 3 clusters Score -401842.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -401856.906250 Penalty: 4142.983887
	Iteration 75Q: 3 clusters Score -401856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -401861.500000 Penalty: 4142.983887
	Iteration 76Q: 3 clusters Score -401861.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401870.093750 Penalty: 4142.983887
	Iteration 77Q: 3 clusters Score -401870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -401876.812500 Penalty: 4142.983887
	Iteration 78Q: 3 clusters Score -401876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -401883.000000 Penalty: 4142.983887
	Iteration 79Q: 3 clusters Score -401883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -401885.812500 Penalty: 4142.983887
	Iteration 80F: 3 clusters Score -401885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401888.500000 Penalty: 4142.983887
	Iteration 81Q: 3 clusters Score -401888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -401893.375000 Penalty: 4142.983887
	Iteration 82Q: 3 clusters Score -401893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -401897.093750 Penalty: 4142.983887
	Iteration 83Q: 3 clusters Score -401897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -401900.281250 Penalty: 4142.983887
	Iteration 84Q: 3 clusters Score -401900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -401905.937500 Penalty: 4142.983887
	Iteration 85Q: 3 clusters Score -401905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -401910.125000 Penalty: 4142.983887
	Iteration 86Q: 3 clusters Score -401910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -401918.750000 Penalty: 4142.983887
	Iteration 87Q: 3 clusters Score -401918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -401932.875000 Penalty: 4142.983887
	Iteration 88Q: 3 clusters Score -401932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -401950.593750 Penalty: 4142.983887
	Iteration 89Q: 3 clusters Score -401950.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -401962.156250 Penalty: 4142.983887
	Iteration 90Q: 3 clusters Score -401962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -401979.156250 Penalty: 4142.983887
	Iteration 91Q: 3 clusters Score -401979.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -401994.281250 Penalty: 4142.983887
	Iteration 92Q: 3 clusters Score -401994.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -402008.093750 Penalty: 4142.983887
	Iteration 93Q: 3 clusters Score -402008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -402021.593750 Penalty: 4142.983887
	Iteration 94Q: 3 clusters Score -402021.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -402035.625000 Penalty: 4142.983887
	Iteration 95Q: 3 clusters Score -402035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -402045.375000 Penalty: 4142.983887
	Iteration 96Q: 3 clusters Score -402045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -402055.875000 Penalty: 4142.983887
	Iteration 97Q: 3 clusters Score -402055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -402061.968750 Penalty: 4142.983887
	Iteration 98Q: 3 clusters Score -402062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -402066.500000 Penalty: 4142.983887
	Iteration 99Q: 3 clusters Score -402066.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -402071.000000 Penalty: 4142.983887
	Iteration 100F: 3 clusters Score -402071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -402073.468750 Penalty: 4142.983887
	Iteration 101Q: 3 clusters Score -402073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -402074.375000 Penalty: 4142.983887
	Iteration 102Q: 3 clusters Score -402074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -402075.812500 Penalty: 4142.983887
	Iteration 103Q: 3 clusters Score -402075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -402079.781250 Penalty: 4142.983887
	Iteration 104Q: 3 clusters Score -402079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -402086.312500 Penalty: 4142.983887
	Iteration 105Q: 3 clusters Score -402086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -402096.031250 Penalty: 4142.983887
	Iteration 106Q: 3 clusters Score -402096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -402099.875000 Penalty: 4142.983887
	Iteration 107Q: 3 clusters Score -402099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -402107.062500 Penalty: 4142.983887
	Iteration 108Q: 3 clusters Score -402107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -402109.281250 Penalty: 4142.983887
	Iteration 109Q: 3 clusters Score -402109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -402110.250000 Penalty: 4142.983887
	Iteration 110Q: 3 clusters Score -402110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -402111.500000 Penalty: 4142.983887
	Iteration 111Q: 3 clusters Score -402111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -402112.218750 Penalty: 4142.983887
	Iteration 112Q: 3 clusters Score -402112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -402112.218750 Penalty: 4142.983887
	Iteration 113F: 3 clusters Score -402112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -156469.593750 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -156469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154099.984375 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -154100 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154495.687500 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -154495.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -154609.703125 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -154609.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -154673.406250 Penalty: 3655.946533
	Iteration 3Q: 3 clusters Score -154673.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -154725.593750 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -154725.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154771.640625 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -154771.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154808.593750 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -154808.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -154847.125000 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -154847.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -154879.015625 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -154879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -154909.500000 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -154909.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154940.578125 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -154940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -154964.312500 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -154964.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154981.250000 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -154981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154993.562500 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -154993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154999.640625 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -154999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155002.937500 Penalty: 3655.946533
	Iteration 15Q: 3 clusters Score -155002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155004.906250 Penalty: 3655.946533
	Iteration 16Q: 3 clusters Score -155004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155006.296875 Penalty: 3655.946533
	Iteration 17Q: 3 clusters Score -155006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155007.734375 Penalty: 3655.946533
	Iteration 18Q: 3 clusters Score -155007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155009.703125 Penalty: 3655.946533
	Iteration 19Q: 3 clusters Score -155009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155012.187500 Penalty: 3655.946533
	Iteration 20F: 3 clusters Score -155012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155015.562500 Penalty: 3655.946533
	Iteration 21Q: 3 clusters Score -155015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -155018.984375 Penalty: 3655.946533
	Iteration 22Q: 3 clusters Score -155019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -155019.828125 Penalty: 3655.946533
	Iteration 23Q: 3 clusters Score -155019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -155019.828125 Penalty: 3655.946533
	Iteration 24F: 3 clusters Score -155019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (27115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Entering Unmasked Estep 
Score: -2731476.750000 Penalty: 2531.544922
	Iteration 0F: 2 clusters Score -2731477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2712714.000000 Penalty: 5063.089844
	Iteration 0F: 3 clusters Score -2712714 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2719302.000000 Penalty: 5063.089844
	Iteration 1F: 3 clusters Score -2719302 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2719682.250000 Penalty: 5063.089844
	Iteration 2Q: 3 clusters Score -2719682 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2719995.250000 Penalty: 5063.089844
	Iteration 3Q: 3 clusters Score -2719995 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2720308.500000 Penalty: 5063.089844
	Iteration 4Q: 3 clusters Score -2720308 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2720637.000000 Penalty: 5063.089844
	Iteration 5Q: 3 clusters Score -2720637 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2721021.000000 Penalty: 5063.089844
	Iteration 6Q: 3 clusters Score -2721021 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2721479.500000 Penalty: 5063.089844
	Iteration 7Q: 3 clusters Score -2721480 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2722162.000000 Penalty: 5063.089844
	Iteration 8Q: 3 clusters Score -2722162 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2723047.000000 Penalty: 5063.089844
	Iteration 9Q: 3 clusters Score -2723047 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2724237.250000 Penalty: 5063.089844
	Iteration 10F: 3 clusters Score -2724237 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2725667.250000 Penalty: 5063.089844
	Iteration 11F: 3 clusters Score -2725667 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2727095.000000 Penalty: 5063.089844
	Iteration 12F: 3 clusters Score -2727095 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2728250.250000 Penalty: 5063.089844
	Iteration 13Q: 3 clusters Score -2728250 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2729078.750000 Penalty: 5063.089844
	Iteration 14Q: 3 clusters Score -2729079 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2729662.250000 Penalty: 5063.089844
	Iteration 15Q: 3 clusters Score -2729662 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2729992.500000 Penalty: 5063.089844
	Iteration 16Q: 3 clusters Score -2729992 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2730176.250000 Penalty: 5063.089844
	Iteration 17Q: 3 clusters Score -2730176 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2730300.750000 Penalty: 5063.089844
	Iteration 18Q: 3 clusters Score -2730301 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2730376.000000 Penalty: 5063.089844
	Iteration 19Q: 3 clusters Score -2730376 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2730419.500000 Penalty: 5063.089844
	Iteration 20F: 3 clusters Score -2730420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2730454.750000 Penalty: 5063.089844
	Iteration 21Q: 3 clusters Score -2730455 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2730478.500000 Penalty: 5063.089844
	Iteration 22Q: 3 clusters Score -2730478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2730509.500000 Penalty: 5063.089844
	Iteration 23Q: 3 clusters Score -2730510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2730520.750000 Penalty: 5063.089844
	Iteration 24Q: 3 clusters Score -2730521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2730525.750000 Penalty: 5063.089844
	Iteration 25Q: 3 clusters Score -2730526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2730525.750000 Penalty: 5063.089844
	Iteration 26Q: 3 clusters Score -2730526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2730533.500000 Penalty: 5063.089844
	Iteration 27Q: 3 clusters Score -2730534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2730544.250000 Penalty: 5063.089844
	Iteration 28Q: 3 clusters Score -2730544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2730548.250000 Penalty: 5063.089844
	Iteration 29Q: 3 clusters Score -2730548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2730551.500000 Penalty: 5063.089844
	Iteration 30Q: 3 clusters Score -2730552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2730559.500000 Penalty: 5063.089844
	Iteration 31Q: 3 clusters Score -2730560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2730557.500000 Penalty: 5063.089844
	Iteration 32Q: 3 clusters Score -2730558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2730561.000000 Penalty: 5063.089844
	Iteration 33Q: 3 clusters Score -2730561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2730573.500000 Penalty: 5063.089844
	Iteration 34Q: 3 clusters Score -2730574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2730574.750000 Penalty: 5063.089844
	Iteration 35Q: 3 clusters Score -2730575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2730570.500000 Penalty: 5063.089844
	Iteration 36Q: 3 clusters Score -2730570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2730575.500000 Penalty: 5063.089844
	Iteration 37Q: 3 clusters Score -2730576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2730577.250000 Penalty: 5063.089844
	Iteration 38Q: 3 clusters Score -2730577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2730576.750000 Penalty: 5063.089844
	Iteration 39Q: 3 clusters Score -2730577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2730587.000000 Penalty: 5063.089844
	Iteration 40F: 3 clusters Score -2730587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2730586.500000 Penalty: 5063.089844
	Iteration 41Q: 3 clusters Score -2730586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2730593.250000 Penalty: 5063.089844
	Iteration 42Q: 3 clusters Score -2730593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2730595.750000 Penalty: 5063.089844
	Iteration 43Q: 3 clusters Score -2730596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2730600.750000 Penalty: 5063.089844
	Iteration 44Q: 3 clusters Score -2730601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2730597.000000 Penalty: 5063.089844
	Iteration 45Q: 3 clusters Score -2730597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2730598.750000 Penalty: 5063.089844
	Iteration 46Q: 3 clusters Score -2730599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2730595.500000 Penalty: 5063.089844
	Iteration 47Q: 3 clusters Score -2730596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2730594.750000 Penalty: 5063.089844
	Iteration 48Q: 3 clusters Score -2730595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2730596.750000 Penalty: 5063.089844
	Iteration 49Q: 3 clusters Score -2730597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2730600.500000 Penalty: 5063.089844
	Iteration 50Q: 3 clusters Score -2730600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2730598.500000 Penalty: 5063.089844
	Iteration 51Q: 3 clusters Score -2730598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2730599.500000 Penalty: 5063.089844
	Iteration 52Q: 3 clusters Score -2730600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2730602.250000 Penalty: 5063.089844
	Iteration 53Q: 3 clusters Score -2730602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2730599.000000 Penalty: 5063.089844
	Iteration 54Q: 3 clusters Score -2730599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2730597.750000 Penalty: 5063.089844
	Iteration 55Q: 3 clusters Score -2730598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2730598.000000 Penalty: 5063.089844
	Iteration 56Q: 3 clusters Score -2730598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2730604.500000 Penalty: 5063.089844
	Iteration 57Q: 3 clusters Score -2730604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2730606.000000 Penalty: 5063.089844
	Iteration 58Q: 3 clusters Score -2730606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2730599.000000 Penalty: 5063.089844
	Iteration 59Q: 3 clusters Score -2730599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2730601.500000 Penalty: 5063.089844
	Iteration 60F: 3 clusters Score -2730602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2730599.000000 Penalty: 5063.089844
	Iteration 61Q: 3 clusters Score -2730599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2730598.500000 Penalty: 5063.089844
	Iteration 62Q: 3 clusters Score -2730598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2730596.750000 Penalty: 5063.089844
	Iteration 63Q: 3 clusters Score -2730597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2730603.500000 Penalty: 5063.089844
	Iteration 64Q: 3 clusters Score -2730604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2730603.250000 Penalty: 5063.089844
	Iteration 65Q: 3 clusters Score -2730603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2730603.000000 Penalty: 5063.089844
	Iteration 66Q: 3 clusters Score -2730603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2730600.000000 Penalty: 5063.089844
	Iteration 67Q: 3 clusters Score -2730600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2730597.750000 Penalty: 5063.089844
	Iteration 68Q: 3 clusters Score -2730598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2730599.750000 Penalty: 5063.089844
	Iteration 69Q: 3 clusters Score -2730600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2730598.500000 Penalty: 5063.089844
	Iteration 70Q: 3 clusters Score -2730598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2730603.000000 Penalty: 5063.089844
	Iteration 71Q: 3 clusters Score -2730603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2730611.000000 Penalty: 5063.089844
	Iteration 72Q: 3 clusters Score -2730611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2730612.500000 Penalty: 5063.089844
	Iteration 73Q: 3 clusters Score -2730612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2730610.250000 Penalty: 5063.089844
	Iteration 74Q: 3 clusters Score -2730610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2730611.500000 Penalty: 5063.089844
	Iteration 75Q: 3 clusters Score -2730612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2730614.250000 Penalty: 5063.089844
	Iteration 76Q: 3 clusters Score -2730614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2730608.750000 Penalty: 5063.089844
	Iteration 77Q: 3 clusters Score -2730609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2730610.500000 Penalty: 5063.089844
	Iteration 78Q: 3 clusters Score -2730610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2730607.500000 Penalty: 5063.089844
	Iteration 79Q: 3 clusters Score -2730608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2730610.250000 Penalty: 5063.089844
	Iteration 80F: 3 clusters Score -2730610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2730609.750000 Penalty: 5063.089844
	Iteration 81Q: 3 clusters Score -2730610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2730608.500000 Penalty: 5063.089844
	Iteration 82Q: 3 clusters Score -2730608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2730611.000000 Penalty: 5063.089844
	Iteration 83Q: 3 clusters Score -2730611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2730609.250000 Penalty: 5063.089844
	Iteration 84Q: 3 clusters Score -2730609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2730609.250000 Penalty: 5063.089844
	Iteration 85Q: 3 clusters Score -2730609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2730609.500000 Penalty: 5063.089844
	Iteration 86Q: 3 clusters Score -2730610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2730602.750000 Penalty: 5063.089844
	Iteration 87Q: 3 clusters Score -2730603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2730602.750000 Penalty: 5063.089844
	Iteration 88F: 3 clusters Score -2730603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (22655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Entering Unmasked Estep 
Score: -2101809.500000 Penalty: 2486.977783
	Iteration 0F: 2 clusters Score -2101810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2086059.375000 Penalty: 4973.955566
	Iteration 0F: 3 clusters Score -2086059 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2091720.875000 Penalty: 4973.955566
	Iteration 1F: 3 clusters Score -2091721 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2092415.125000 Penalty: 4973.955566
	Iteration 2F: 3 clusters Score -2092415 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2093106.125000 Penalty: 4973.955566
	Iteration 3F: 3 clusters Score -2093106 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2093848.875000 Penalty: 4973.955566
	Iteration 4F: 3 clusters Score -2093849 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2094596.000000 Penalty: 4973.955566
	Iteration 5F: 3 clusters Score -2094596 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2095265.750000 Penalty: 4973.955566
	Iteration 6F: 3 clusters Score -2095266 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2095831.500000 Penalty: 4973.955566
	Iteration 7Q: 3 clusters Score -2095832 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2096285.500000 Penalty: 4973.955566
	Iteration 8Q: 3 clusters Score -2096286 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2096633.500000 Penalty: 4973.955566
	Iteration 9Q: 3 clusters Score -2096634 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2096899.000000 Penalty: 4973.955566
	Iteration 10Q: 3 clusters Score -2096899 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2097119.750000 Penalty: 4973.955566
	Iteration 11Q: 3 clusters Score -2097120 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2097294.250000 Penalty: 4973.955566
	Iteration 12Q: 3 clusters Score -2097294 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2097475.250000 Penalty: 4973.955566
	Iteration 13Q: 3 clusters Score -2097475 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2097644.750000 Penalty: 4973.955566
	Iteration 14Q: 3 clusters Score -2097645 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2097765.250000 Penalty: 4973.955566
	Iteration 15Q: 3 clusters Score -2097765 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2097878.000000 Penalty: 4973.955566
	Iteration 16Q: 3 clusters Score -2097878 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2097960.750000 Penalty: 4973.955566
	Iteration 17Q: 3 clusters Score -2097961 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2098028.500000 Penalty: 4973.955566
	Iteration 18Q: 3 clusters Score -2098028 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2098085.250000 Penalty: 4973.955566
	Iteration 19Q: 3 clusters Score -2098085 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2098146.750000 Penalty: 4973.955566
	Iteration 20F: 3 clusters Score -2098147 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2098185.000000 Penalty: 4973.955566
	Iteration 21Q: 3 clusters Score -2098185 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2098218.250000 Penalty: 4973.955566
	Iteration 22Q: 3 clusters Score -2098218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2098248.750000 Penalty: 4973.955566
	Iteration 23Q: 3 clusters Score -2098249 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2098277.250000 Penalty: 4973.955566
	Iteration 24Q: 3 clusters Score -2098277 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2098318.250000 Penalty: 4973.955566
	Iteration 25Q: 3 clusters Score -2098318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2098337.000000 Penalty: 4973.955566
	Iteration 26Q: 3 clusters Score -2098337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2098352.750000 Penalty: 4973.955566
	Iteration 27Q: 3 clusters Score -2098353 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2098367.750000 Penalty: 4973.955566
	Iteration 28Q: 3 clusters Score -2098368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2098378.250000 Penalty: 4973.955566
	Iteration 29Q: 3 clusters Score -2098378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2098390.750000 Penalty: 4973.955566
	Iteration 30Q: 3 clusters Score -2098391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2098397.250000 Penalty: 4973.955566
	Iteration 31Q: 3 clusters Score -2098397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2098413.500000 Penalty: 4973.955566
	Iteration 32Q: 3 clusters Score -2098414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2098426.250000 Penalty: 4973.955566
	Iteration 33Q: 3 clusters Score -2098426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2098427.750000 Penalty: 4973.955566
	Iteration 34Q: 3 clusters Score -2098428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2098433.500000 Penalty: 4973.955566
	Iteration 35Q: 3 clusters Score -2098434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2098438.000000 Penalty: 4973.955566
	Iteration 36Q: 3 clusters Score -2098438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2098439.750000 Penalty: 4973.955566
	Iteration 37Q: 3 clusters Score -2098440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2098442.500000 Penalty: 4973.955566
	Iteration 38Q: 3 clusters Score -2098442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2098446.750000 Penalty: 4973.955566
	Iteration 39Q: 3 clusters Score -2098447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2098449.250000 Penalty: 4973.955566
	Iteration 40F: 3 clusters Score -2098449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2098457.750000 Penalty: 4973.955566
	Iteration 41Q: 3 clusters Score -2098458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2098458.250000 Penalty: 4973.955566
	Iteration 42Q: 3 clusters Score -2098458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2098463.250000 Penalty: 4973.955566
	Iteration 43Q: 3 clusters Score -2098463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2098463.750000 Penalty: 4973.955566
	Iteration 44Q: 3 clusters Score -2098464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2098469.250000 Penalty: 4973.955566
	Iteration 45Q: 3 clusters Score -2098469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2098465.250000 Penalty: 4973.955566
	Iteration 46Q: 3 clusters Score -2098465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2098472.750000 Penalty: 4973.955566
	Iteration 47Q: 3 clusters Score -2098473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2098473.250000 Penalty: 4973.955566
	Iteration 48Q: 3 clusters Score -2098473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2098477.500000 Penalty: 4973.955566
	Iteration 49Q: 3 clusters Score -2098478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2098475.500000 Penalty: 4973.955566
	Iteration 50Q: 3 clusters Score -2098476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2098480.500000 Penalty: 4973.955566
	Iteration 51Q: 3 clusters Score -2098480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2098479.250000 Penalty: 4973.955566
	Iteration 52Q: 3 clusters Score -2098479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2098488.250000 Penalty: 4973.955566
	Iteration 53Q: 3 clusters Score -2098488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2098489.250000 Penalty: 4973.955566
	Iteration 54Q: 3 clusters Score -2098489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2098486.750000 Penalty: 4973.955566
	Iteration 55Q: 3 clusters Score -2098487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2098490.750000 Penalty: 4973.955566
	Iteration 56Q: 3 clusters Score -2098491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2098493.500000 Penalty: 4973.955566
	Iteration 57Q: 3 clusters Score -2098494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2098491.500000 Penalty: 4973.955566
	Iteration 58Q: 3 clusters Score -2098492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2098494.500000 Penalty: 4973.955566
	Iteration 59Q: 3 clusters Score -2098494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2098495.250000 Penalty: 4973.955566
	Iteration 60F: 3 clusters Score -2098495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2098497.000000 Penalty: 4973.955566
	Iteration 61Q: 3 clusters Score -2098497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2098499.750000 Penalty: 4973.955566
	Iteration 62Q: 3 clusters Score -2098500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2098497.250000 Penalty: 4973.955566
	Iteration 63Q: 3 clusters Score -2098497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2098496.500000 Penalty: 4973.955566
	Iteration 64Q: 3 clusters Score -2098496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2098496.750000 Penalty: 4973.955566
	Iteration 65Q: 3 clusters Score -2098497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2098497.250000 Penalty: 4973.955566
	Iteration 66Q: 3 clusters Score -2098497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2098496.750000 Penalty: 4973.955566
	Iteration 67Q: 3 clusters Score -2098497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2098498.000000 Penalty: 4973.955566
	Iteration 68Q: 3 clusters Score -2098498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2098500.250000 Penalty: 4973.955566
	Iteration 69Q: 3 clusters Score -2098500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2098502.500000 Penalty: 4973.955566
	Iteration 70Q: 3 clusters Score -2098502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2098501.250000 Penalty: 4973.955566
	Iteration 71Q: 3 clusters Score -2098501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2098497.000000 Penalty: 4973.955566
	Iteration 72Q: 3 clusters Score -2098497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2098501.750000 Penalty: 4973.955566
	Iteration 73Q: 3 clusters Score -2098502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2098504.250000 Penalty: 4973.955566
	Iteration 74Q: 3 clusters Score -2098504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2098508.250000 Penalty: 4973.955566
	Iteration 75Q: 3 clusters Score -2098508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2098505.000000 Penalty: 4973.955566
	Iteration 76Q: 3 clusters Score -2098505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2098502.500000 Penalty: 4973.955566
	Iteration 77Q: 3 clusters Score -2098502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2098506.250000 Penalty: 4973.955566
	Iteration 78Q: 3 clusters Score -2098506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2098508.500000 Penalty: 4973.955566
	Iteration 79Q: 3 clusters Score -2098508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2098509.000000 Penalty: 4973.955566
	Iteration 80F: 3 clusters Score -2098509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2098506.500000 Penalty: 4973.955566
	Iteration 81Q: 3 clusters Score -2098506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2098504.000000 Penalty: 4973.955566
	Iteration 82Q: 3 clusters Score -2098504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2098506.000000 Penalty: 4973.955566
	Iteration 83Q: 3 clusters Score -2098506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2098507.250000 Penalty: 4973.955566
	Iteration 84Q: 3 clusters Score -2098507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2098510.000000 Penalty: 4973.955566
	Iteration 85Q: 3 clusters Score -2098510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2098511.500000 Penalty: 4973.955566
	Iteration 86Q: 3 clusters Score -2098512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2098511.000000 Penalty: 4973.955566
	Iteration 87Q: 3 clusters Score -2098511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2098515.250000 Penalty: 4973.955566
	Iteration 88Q: 3 clusters Score -2098515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2098514.500000 Penalty: 4973.955566
	Iteration 89Q: 3 clusters Score -2098514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2098514.500000 Penalty: 4973.955566
	Iteration 90Q: 3 clusters Score -2098514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2098514.250000 Penalty: 4973.955566
	Iteration 91Q: 3 clusters Score -2098514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2098514.250000 Penalty: 4973.955566
	Iteration 92F: 3 clusters Score -2098514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48943.558594 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48943.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47381.867188 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -47381.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47525.140625 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -47525.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47589.628906 Penalty: 3108.531494
	Iteration 2Q: 3 clusters Score -47589.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47608.582031 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47608.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47614.132812 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47614.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47629.574219 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47629.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47633.878906 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47633.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47641.652344 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -47641.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47646.476562 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -47646.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47649.371094 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -47649.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47650.828125 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -47650.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47650.828125 Penalty: 3108.531494
	Iteration 11F: 3 clusters Score -47650.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 34941 members 
Mstep: Class 3 contains 6171 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8798 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72309 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5318 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 6656 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19349 members 
Mstep: Class 42 contains 17298 members 
Mstep: Class 43 contains 27814 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8471 members 
Mstep: Class 48 contains 7868 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54964 members 
Mstep: Class 52 contains 210458 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71608 members 
Mstep: Class 56 contains 88075 members 
Mstep: Class 57 contains 18739 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27115 members 
Mstep: Class 62 contains 22655 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226040.000000 Penalty: 215788.609375
Iteration 199Q: 64 clusters Score -9.622604e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 34943 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 7701 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72309 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 6657 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19349 members 
Mstep: Class 42 contains 17299 members 
Mstep: Class 43 contains 27810 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8498 members 
Mstep: Class 48 contains 7861 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54976 members 
Mstep: Class 52 contains 210456 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71608 members 
Mstep: Class 56 contains 88066 members 
Mstep: Class 57 contains 18741 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27117 members 
Mstep: Class 62 contains 22665 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226024.000000 Penalty: 215788.609375
Iteration 200F: 64 clusters Score -9.622602e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 34943 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 7700 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72309 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5144 members 
Mstep: Class 38 contains 6658 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19348 members 
Mstep: Class 42 contains 17300 members 
Mstep: Class 43 contains 27803 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8529 members 
Mstep: Class 48 contains 7855 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54989 members 
Mstep: Class 52 contains 210456 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71607 members 
Mstep: Class 56 contains 88060 members 
Mstep: Class 57 contains 18741 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27121 members 
Mstep: Class 62 contains 22673 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226080.000000 Penalty: 215788.609375
Iteration 201Q: 64 clusters Score -9.622608e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 34943 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 7701 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 15 contains 9754 members 
Mstep: Class 16 contains 72309 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5146 members 
Mstep: Class 38 contains 6658 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19347 members 
Mstep: Class 42 contains 17300 members 
Mstep: Class 43 contains 27798 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8562 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 54996 members 
Mstep: Class 52 contains 210455 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71608 members 
Mstep: Class 56 contains 88052 members 
Mstep: Class 57 contains 18741 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27125 members 
Mstep: Class 62 contains 22686 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226120.000000 Penalty: 215788.609375
Iteration 202Q: 64 clusters Score -9.622612e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 34947 members 
Mstep: Class 3 contains 5999 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 7700 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72310 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5316 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11128 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5146 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17298 members 
Mstep: Class 43 contains 27795 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8592 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55012 members 
Mstep: Class 52 contains 210451 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71608 members 
Mstep: Class 56 contains 88045 members 
Mstep: Class 57 contains 18741 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27131 members 
Mstep: Class 62 contains 22698 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226216.000000 Penalty: 215788.609375
Iteration 203Q: 64 clusters Score -9.622622e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 34948 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 7700 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72310 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5312 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5147 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19347 members 
Mstep: Class 42 contains 17298 members 
Mstep: Class 43 contains 27792 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3814 members 
Mstep: Class 47 contains 8630 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55036 members 
Mstep: Class 52 contains 210447 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71610 members 
Mstep: Class 56 contains 88036 members 
Mstep: Class 57 contains 18740 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27133 members 
Mstep: Class 62 contains 22709 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226192.000000 Penalty: 215788.609375
Iteration 204Q: 64 clusters Score -9.622619e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 34950 members 
Mstep: Class 3 contains 5884 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 7699 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72308 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5307 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5149 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17299 members 
Mstep: Class 43 contains 27786 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8676 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55054 members 
Mstep: Class 52 contains 210447 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71611 members 
Mstep: Class 56 contains 88031 members 
Mstep: Class 57 contains 18741 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4241 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27136 members 
Mstep: Class 62 contains 22715 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226224.000000 Penalty: 215788.609375
Iteration 205Q: 64 clusters Score -9.622622e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 34951 members 
Mstep: Class 3 contains 5826 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 12 contains 7698 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72308 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5304 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5150 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9027 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17301 members 
Mstep: Class 43 contains 27779 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8725 members 
Mstep: Class 48 contains 7843 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55068 members 
Mstep: Class 52 contains 210442 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71612 members 
Mstep: Class 56 contains 88023 members 
Mstep: Class 57 contains 18741 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27136 members 
Mstep: Class 62 contains 22725 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226424.000000 Penalty: 215788.609375
Iteration 206Q: 64 clusters Score -9.622642e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 34954 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 7695 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11126 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5152 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9026 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17300 members 
Mstep: Class 43 contains 27771 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8781 members 
Mstep: Class 48 contains 7843 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55083 members 
Mstep: Class 52 contains 210443 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71611 members 
Mstep: Class 56 contains 88014 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4242 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27138 members 
Mstep: Class 62 contains 22738 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226336.000000 Penalty: 215788.609375
Iteration 207Q: 64 clusters Score -9.622634e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 34963 members 
Mstep: Class 3 contains 5685 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 7694 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8166 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9474 members 
Mstep: Class 37 contains 5155 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9025 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17299 members 
Mstep: Class 43 contains 27768 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8838 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55096 members 
Mstep: Class 52 contains 210440 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71611 members 
Mstep: Class 56 contains 88009 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4244 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27141 members 
Mstep: Class 62 contains 22746 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226496.000000 Penalty: 215788.609375
Iteration 208Q: 64 clusters Score -9.62265e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 34969 members 
Mstep: Class 3 contains 5621 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5157 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9025 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17300 members 
Mstep: Class 43 contains 27760 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8900 members 
Mstep: Class 48 contains 7841 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55102 members 
Mstep: Class 52 contains 210440 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71612 members 
Mstep: Class 56 contains 88004 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4245 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27138 members 
Mstep: Class 62 contains 22750 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226528.000000 Penalty: 215788.609375
Iteration 209Q: 64 clusters Score -9.622653e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 34971 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 7695 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9474 members 
Mstep: Class 37 contains 5161 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9025 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17299 members 
Mstep: Class 43 contains 27748 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8956 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55117 members 
Mstep: Class 52 contains 210438 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71613 members 
Mstep: Class 56 contains 88002 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4246 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27134 members 
Mstep: Class 62 contains 22752 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226520.000000 Penalty: 215788.609375
Iteration 210Q: 64 clusters Score -9.622652e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 34974 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8830 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5163 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9024 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17302 members 
Mstep: Class 43 contains 27745 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 8996 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55145 members 
Mstep: Class 52 contains 210432 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71612 members 
Mstep: Class 56 contains 88001 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 4246 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27136 members 
Mstep: Class 62 contains 22755 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226672.000000 Penalty: 215788.609375
Iteration 211Q: 64 clusters Score -9.622667e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 34974 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 7691 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6542 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5162 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 9021 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17305 members 
Mstep: Class 43 contains 27742 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9048 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55175 members 
Mstep: Class 52 contains 210426 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71613 members 
Mstep: Class 56 contains 87999 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4246 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27134 members 
Mstep: Class 62 contains 22758 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226824.000000 Penalty: 215788.609375
Iteration 212Q: 64 clusters Score -9.622682e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 34980 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8161 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5164 members 
Mstep: Class 38 contains 6661 members 
Mstep: Class 39 contains 9020 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17305 members 
Mstep: Class 43 contains 27734 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9095 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55202 members 
Mstep: Class 52 contains 210425 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71614 members 
Mstep: Class 56 contains 87998 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4246 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27133 members 
Mstep: Class 62 contains 22759 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226712.000000 Penalty: 215788.609375
Iteration 213Q: 64 clusters Score -9.622671e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11472 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9472 members 
Mstep: Class 37 contains 5164 members 
Mstep: Class 38 contains 6662 members 
Mstep: Class 39 contains 9018 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19348 members 
Mstep: Class 42 contains 17303 members 
Mstep: Class 43 contains 27728 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9135 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55218 members 
Mstep: Class 52 contains 210418 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71615 members 
Mstep: Class 56 contains 87997 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4247 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27134 members 
Mstep: Class 62 contains 22761 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226736.000000 Penalty: 215788.609375
Iteration 214Q: 64 clusters Score -9.622674e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 34994 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 5165 members 
Mstep: Class 38 contains 6665 members 
Mstep: Class 39 contains 9015 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19348 members 
Mstep: Class 42 contains 17304 members 
Mstep: Class 43 contains 27723 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1861 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9185 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55235 members 
Mstep: Class 52 contains 210411 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71619 members 
Mstep: Class 56 contains 87996 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4248 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27135 members 
Mstep: Class 62 contains 22761 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226920.000000 Penalty: 215788.609375
Iteration 215Q: 64 clusters Score -9.622692e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 35004 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72306 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8161 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9464 members 
Mstep: Class 37 contains 5167 members 
Mstep: Class 38 contains 6668 members 
Mstep: Class 39 contains 9013 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17305 members 
Mstep: Class 43 contains 27721 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1861 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9233 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55246 members 
Mstep: Class 52 contains 210398 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71618 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4249 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27135 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226904.000000 Penalty: 215788.609375
Iteration 216Q: 64 clusters Score -9.62269e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 35012 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8162 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3774 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9464 members 
Mstep: Class 37 contains 5167 members 
Mstep: Class 38 contains 6671 members 
Mstep: Class 39 contains 9013 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17308 members 
Mstep: Class 43 contains 27719 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1861 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9282 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55251 members 
Mstep: Class 52 contains 210397 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71616 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4249 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27134 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226872.000000 Penalty: 215788.609375
Iteration 217Q: 64 clusters Score -9.622687e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 35020 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3773 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9467 members 
Mstep: Class 37 contains 5170 members 
Mstep: Class 38 contains 6672 members 
Mstep: Class 39 contains 9013 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17310 members 
Mstep: Class 43 contains 27721 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1860 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9325 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55259 members 
Mstep: Class 52 contains 210387 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71617 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4251 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27132 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226952.000000 Penalty: 215788.609375
Iteration 218Q: 64 clusters Score -9.622695e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 35036 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3773 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9464 members 
Mstep: Class 37 contains 5170 members 
Mstep: Class 38 contains 6672 members 
Mstep: Class 39 contains 9013 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17310 members 
Mstep: Class 43 contains 27720 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9379 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55269 members 
Mstep: Class 52 contains 210373 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71617 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27131 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226880.000000 Penalty: 215788.609375
Iteration 219Q: 64 clusters Score -9.622688e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 35042 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3773 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 5173 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9013 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17310 members 
Mstep: Class 43 contains 27714 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9431 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55271 members 
Mstep: Class 52 contains 210363 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71619 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27129 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96226944.000000 Penalty: 215788.609375
Iteration 220F: 64 clusters Score -9.622694e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 35046 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 6302 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8850 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11472 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8158 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 5176 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9013 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19341 members 
Mstep: Class 42 contains 17314 members 
Mstep: Class 43 contains 27714 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9476 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55270 members 
Mstep: Class 52 contains 210359 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71619 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27126 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227136.000000 Penalty: 215788.609375
Iteration 221Q: 64 clusters Score -9.622714e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 35050 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 6301 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 5180 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9011 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19341 members 
Mstep: Class 42 contains 17316 members 
Mstep: Class 43 contains 27705 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9521 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55278 members 
Mstep: Class 52 contains 210355 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71620 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27126 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227024.000000 Penalty: 215788.609375
Iteration 222Q: 64 clusters Score -9.622702e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 35054 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 13430 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9455 members 
Mstep: Class 37 contains 5183 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9011 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19340 members 
Mstep: Class 42 contains 17317 members 
Mstep: Class 43 contains 27701 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9562 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55275 members 
Mstep: Class 52 contains 210349 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71621 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27126 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227072.000000 Penalty: 215788.609375
Iteration 223Q: 64 clusters Score -9.622707e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 35054 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 14 contains 13431 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8158 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 5184 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9011 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19339 members 
Mstep: Class 42 contains 17322 members 
Mstep: Class 43 contains 27699 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9609 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55271 members 
Mstep: Class 52 contains 210346 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71621 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27127 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227160.000000 Penalty: 215788.609375
Iteration 224Q: 64 clusters Score -9.622716e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 35056 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13432 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3771 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 5185 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9010 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19339 members 
Mstep: Class 42 contains 17327 members 
Mstep: Class 43 contains 27700 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9642 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55279 members 
Mstep: Class 52 contains 210337 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71621 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27127 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227248.000000 Penalty: 215788.609375
Iteration 225Q: 64 clusters Score -9.622725e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 35057 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13434 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9462 members 
Mstep: Class 37 contains 5187 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9010 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19340 members 
Mstep: Class 42 contains 17333 members 
Mstep: Class 43 contains 27694 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9668 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55292 members 
Mstep: Class 52 contains 210325 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71619 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27130 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227128.000000 Penalty: 215788.609375
Iteration 226Q: 64 clusters Score -9.622713e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 35057 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13436 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11464 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8158 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3771 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9465 members 
Mstep: Class 37 contains 5189 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 9009 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19340 members 
Mstep: Class 42 contains 17333 members 
Mstep: Class 43 contains 27688 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9696 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55311 members 
Mstep: Class 52 contains 210327 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71617 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4252 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27133 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227344.000000 Penalty: 215788.609375
Iteration 227Q: 64 clusters Score -9.622734e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 35056 members 
Mstep: Class 3 contains 4752 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13437 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11125 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3771 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9465 members 
Mstep: Class 37 contains 5193 members 
Mstep: Class 38 contains 6674 members 
Mstep: Class 39 contains 9008 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19341 members 
Mstep: Class 42 contains 17333 members 
Mstep: Class 43 contains 27681 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9724 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55326 members 
Mstep: Class 52 contains 210326 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71616 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4254 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27140 members 
Mstep: Class 62 contains 22762 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227344.000000 Penalty: 215788.609375
Iteration 228Q: 64 clusters Score -9.622734e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 35058 members 
Mstep: Class 3 contains 4715 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13437 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8157 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9470 members 
Mstep: Class 37 contains 5195 members 
Mstep: Class 38 contains 6674 members 
Mstep: Class 39 contains 9007 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17334 members 
Mstep: Class 43 contains 27676 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9750 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55333 members 
Mstep: Class 52 contains 210317 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71617 members 
Mstep: Class 56 contains 87995 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4255 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27144 members 
Mstep: Class 62 contains 22763 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227456.000000 Penalty: 215788.609375
Iteration 229Q: 64 clusters Score -9.622746e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 35058 members 
Mstep: Class 3 contains 4682 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12232 members 
Mstep: Class 14 contains 13436 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11465 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3768 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9472 members 
Mstep: Class 37 contains 5197 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17336 members 
Mstep: Class 43 contains 27666 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9776 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55343 members 
Mstep: Class 52 contains 210317 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71616 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4257 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27150 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227320.000000 Penalty: 215788.609375
Iteration 230Q: 64 clusters Score -9.622732e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35058 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13439 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9474 members 
Mstep: Class 37 contains 5202 members 
Mstep: Class 38 contains 6676 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19341 members 
Mstep: Class 42 contains 17337 members 
Mstep: Class 43 contains 27658 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9798 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55347 members 
Mstep: Class 52 contains 210312 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6097 members 
Mstep: Class 55 contains 71616 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4259 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27153 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227424.000000 Penalty: 215788.609375
Iteration 231Q: 64 clusters Score -9.622742e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35060 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13442 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5203 members 
Mstep: Class 38 contains 6677 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 17340 members 
Mstep: Class 43 contains 27651 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9816 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55343 members 
Mstep: Class 52 contains 210310 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71614 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4259 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27157 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227456.000000 Penalty: 215788.609375
Iteration 232Q: 64 clusters Score -9.622746e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 35058 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13443 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72304 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 6678 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17342 members 
Mstep: Class 43 contains 27646 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3813 members 
Mstep: Class 47 contains 9836 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55338 members 
Mstep: Class 52 contains 210312 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71612 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4259 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27162 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227480.000000 Penalty: 215788.609375
Iteration 233Q: 64 clusters Score -9.622748e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35059 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8841 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13444 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72303 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5207 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17344 members 
Mstep: Class 43 contains 27639 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55343 members 
Mstep: Class 52 contains 210307 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71611 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18742 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4259 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27165 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227544.000000 Penalty: 215788.609375
Iteration 234Q: 64 clusters Score -9.622754e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35063 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8841 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72302 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9473 members 
Mstep: Class 37 contains 5212 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17344 members 
Mstep: Class 43 contains 27633 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9865 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55347 members 
Mstep: Class 52 contains 210302 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71610 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18743 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4259 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27169 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227456.000000 Penalty: 215788.609375
Iteration 235Q: 64 clusters Score -9.622746e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35065 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72301 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7375 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8154 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9474 members 
Mstep: Class 37 contains 5215 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17344 members 
Mstep: Class 43 contains 27625 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9875 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55350 members 
Mstep: Class 52 contains 210296 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71611 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18744 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27172 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227504.000000 Penalty: 215788.609375
Iteration 236Q: 64 clusters Score -9.62275e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5221 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17344 members 
Mstep: Class 43 contains 27616 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9879 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55349 members 
Mstep: Class 52 contains 210293 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71614 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18745 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27179 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227488.000000 Penalty: 215788.609375
Iteration 237Q: 64 clusters Score -9.622749e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6540 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8154 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 5221 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17345 members 
Mstep: Class 43 contains 27611 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9898 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55342 members 
Mstep: Class 52 contains 210287 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71616 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27181 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227456.000000 Penalty: 215788.609375
Iteration 238Q: 64 clusters Score -9.622746e+07 nChanged 49
Entering ConstructFrom: 
Score: -96227456.000000 Penalty: 215788.609375
Entering ConstructFrom: 
Trying to split cluster 1 (54885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Entering Unmasked Estep 
Score: -5637332.000000 Penalty: 2706.422852
	Iteration 0F: 2 clusters Score -5637332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5600317.500000 Penalty: 5412.845703
	Iteration 0F: 3 clusters Score -5600318 nChanged 25555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5614505.500000 Penalty: 5412.845703
	Iteration 1F: 3 clusters Score -5614506 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5615101.500000 Penalty: 5412.845703
	Iteration 2Q: 3 clusters Score -5615102 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5615768.500000 Penalty: 5412.845703
	Iteration 3Q: 3 clusters Score -5615768 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5616791.500000 Penalty: 5412.845703
	Iteration 4Q: 3 clusters Score -5616792 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5618522.500000 Penalty: 5412.845703
	Iteration 5F: 3 clusters Score -5618522 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5621155.000000 Penalty: 5412.845703
	Iteration 6F: 3 clusters Score -5621155 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -5624621.000000 Penalty: 5412.845703
	Iteration 7F: 3 clusters Score -5624621 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5628162.000000 Penalty: 5412.845703
	Iteration 8F: 3 clusters Score -5628162 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5631003.000000 Penalty: 5412.845703
	Iteration 9F: 3 clusters Score -5631003 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5632875.000000 Penalty: 5412.845703
	Iteration 10Q: 3 clusters Score -5632875 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5633915.500000 Penalty: 5412.845703
	Iteration 11Q: 3 clusters Score -5633916 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5634444.500000 Penalty: 5412.845703
	Iteration 12Q: 3 clusters Score -5634444 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5634723.000000 Penalty: 5412.845703
	Iteration 13Q: 3 clusters Score -5634723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5634849.500000 Penalty: 5412.845703
	Iteration 14Q: 3 clusters Score -5634850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5634906.500000 Penalty: 5412.845703
	Iteration 15Q: 3 clusters Score -5634906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5634947.500000 Penalty: 5412.845703
	Iteration 16Q: 3 clusters Score -5634948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5634973.500000 Penalty: 5412.845703
	Iteration 17Q: 3 clusters Score -5634974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5634995.000000 Penalty: 5412.845703
	Iteration 18Q: 3 clusters Score -5634995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5635011.500000 Penalty: 5412.845703
	Iteration 19Q: 3 clusters Score -5635012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5635010.000000 Penalty: 5412.845703
	Iteration 20F: 3 clusters Score -5635010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5635017.500000 Penalty: 5412.845703
	Iteration 21Q: 3 clusters Score -5635018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5635021.500000 Penalty: 5412.845703
	Iteration 22Q: 3 clusters Score -5635022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5635030.500000 Penalty: 5412.845703
	Iteration 23Q: 3 clusters Score -5635030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5635028.500000 Penalty: 5412.845703
	Iteration 24Q: 3 clusters Score -5635028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5635028.500000 Penalty: 5412.845703
	Iteration 25F: 3 clusters Score -5635028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Entering Unmasked Estep 
Score: -3637850.000000 Penalty: 2595.316650
	Iteration 0F: 2 clusters Score -3637850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3613961.000000 Penalty: 5190.633301
	Iteration 0F: 3 clusters Score -3613961 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3622511.250000 Penalty: 5190.633301
	Iteration 1F: 3 clusters Score -3622511 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3622958.250000 Penalty: 5190.633301
	Iteration 2Q: 3 clusters Score -3622958 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3623507.750000 Penalty: 5190.633301
	Iteration 3Q: 3 clusters Score -3623508 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3624339.250000 Penalty: 5190.633301
	Iteration 4Q: 3 clusters Score -3624339 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3625582.500000 Penalty: 5190.633301
	Iteration 5F: 3 clusters Score -3625582 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3626888.250000 Penalty: 5190.633301
	Iteration 6F: 3 clusters Score -3626888 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3628079.500000 Penalty: 5190.633301
	Iteration 7F: 3 clusters Score -3628080 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3629044.750000 Penalty: 5190.633301
	Iteration 8F: 3 clusters Score -3629045 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3629931.250000 Penalty: 5190.633301
	Iteration 9F: 3 clusters Score -3629931 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3630821.250000 Penalty: 5190.633301
	Iteration 10Q: 3 clusters Score -3630821 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3631751.250000 Penalty: 5190.633301
	Iteration 11Q: 3 clusters Score -3631751 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3632570.500000 Penalty: 5190.633301
	Iteration 12Q: 3 clusters Score -3632570 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3633045.250000 Penalty: 5190.633301
	Iteration 13Q: 3 clusters Score -3633045 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3633351.750000 Penalty: 5190.633301
	Iteration 14Q: 3 clusters Score -3633352 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3633574.750000 Penalty: 5190.633301
	Iteration 15Q: 3 clusters Score -3633575 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3633761.500000 Penalty: 5190.633301
	Iteration 16Q: 3 clusters Score -3633762 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3633922.500000 Penalty: 5190.633301
	Iteration 17Q: 3 clusters Score -3633922 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3634056.250000 Penalty: 5190.633301
	Iteration 18Q: 3 clusters Score -3634056 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3634174.000000 Penalty: 5190.633301
	Iteration 19Q: 3 clusters Score -3634174 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3634268.000000 Penalty: 5190.633301
	Iteration 20F: 3 clusters Score -3634268 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3634369.000000 Penalty: 5190.633301
	Iteration 21Q: 3 clusters Score -3634369 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3634433.750000 Penalty: 5190.633301
	Iteration 22Q: 3 clusters Score -3634434 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3634482.250000 Penalty: 5190.633301
	Iteration 23Q: 3 clusters Score -3634482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3634544.250000 Penalty: 5190.633301
	Iteration 24Q: 3 clusters Score -3634544 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3634619.500000 Penalty: 5190.633301
	Iteration 25Q: 3 clusters Score -3634620 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3634686.000000 Penalty: 5190.633301
	Iteration 26Q: 3 clusters Score -3634686 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3634749.250000 Penalty: 5190.633301
	Iteration 27Q: 3 clusters Score -3634749 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3634822.250000 Penalty: 5190.633301
	Iteration 28Q: 3 clusters Score -3634822 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3634881.000000 Penalty: 5190.633301
	Iteration 29Q: 3 clusters Score -3634881 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3634921.250000 Penalty: 5190.633301
	Iteration 30Q: 3 clusters Score -3634921 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3634974.250000 Penalty: 5190.633301
	Iteration 31Q: 3 clusters Score -3634974 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3635023.750000 Penalty: 5190.633301
	Iteration 32Q: 3 clusters Score -3635024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3635078.000000 Penalty: 5190.633301
	Iteration 33Q: 3 clusters Score -3635078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3635102.000000 Penalty: 5190.633301
	Iteration 34Q: 3 clusters Score -3635102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3635129.000000 Penalty: 5190.633301
	Iteration 35Q: 3 clusters Score -3635129 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3635169.000000 Penalty: 5190.633301
	Iteration 36Q: 3 clusters Score -3635169 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3635203.750000 Penalty: 5190.633301
	Iteration 37Q: 3 clusters Score -3635204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3635232.750000 Penalty: 5190.633301
	Iteration 38Q: 3 clusters Score -3635233 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3635249.250000 Penalty: 5190.633301
	Iteration 39Q: 3 clusters Score -3635249 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3635291.250000 Penalty: 5190.633301
	Iteration 40F: 3 clusters Score -3635291 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3635321.500000 Penalty: 5190.633301
	Iteration 41Q: 3 clusters Score -3635322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3635348.500000 Penalty: 5190.633301
	Iteration 42Q: 3 clusters Score -3635348 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3635370.500000 Penalty: 5190.633301
	Iteration 43Q: 3 clusters Score -3635370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3635408.750000 Penalty: 5190.633301
	Iteration 44Q: 3 clusters Score -3635409 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3635408.250000 Penalty: 5190.633301
	Iteration 45Q: 3 clusters Score -3635408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3635432.750000 Penalty: 5190.633301
	Iteration 46Q: 3 clusters Score -3635433 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3635478.500000 Penalty: 5190.633301
	Iteration 47Q: 3 clusters Score -3635478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3635493.250000 Penalty: 5190.633301
	Iteration 48Q: 3 clusters Score -3635493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3635519.500000 Penalty: 5190.633301
	Iteration 49Q: 3 clusters Score -3635520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3635554.250000 Penalty: 5190.633301
	Iteration 50Q: 3 clusters Score -3635554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3635571.500000 Penalty: 5190.633301
	Iteration 51Q: 3 clusters Score -3635572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3635582.000000 Penalty: 5190.633301
	Iteration 52Q: 3 clusters Score -3635582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3635607.250000 Penalty: 5190.633301
	Iteration 53Q: 3 clusters Score -3635607 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3635624.250000 Penalty: 5190.633301
	Iteration 54Q: 3 clusters Score -3635624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3635637.500000 Penalty: 5190.633301
	Iteration 55Q: 3 clusters Score -3635638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3635651.000000 Penalty: 5190.633301
	Iteration 56Q: 3 clusters Score -3635651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3635670.750000 Penalty: 5190.633301
	Iteration 57Q: 3 clusters Score -3635671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3635700.250000 Penalty: 5190.633301
	Iteration 58Q: 3 clusters Score -3635700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3635713.250000 Penalty: 5190.633301
	Iteration 59Q: 3 clusters Score -3635713 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3635736.250000 Penalty: 5190.633301
	Iteration 60F: 3 clusters Score -3635736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3635741.750000 Penalty: 5190.633301
	Iteration 61Q: 3 clusters Score -3635742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3635766.500000 Penalty: 5190.633301
	Iteration 62Q: 3 clusters Score -3635766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3635773.000000 Penalty: 5190.633301
	Iteration 63Q: 3 clusters Score -3635773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3635786.750000 Penalty: 5190.633301
	Iteration 64Q: 3 clusters Score -3635787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3635792.000000 Penalty: 5190.633301
	Iteration 65Q: 3 clusters Score -3635792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3635813.750000 Penalty: 5190.633301
	Iteration 66Q: 3 clusters Score -3635814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3635817.000000 Penalty: 5190.633301
	Iteration 67Q: 3 clusters Score -3635817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3635824.250000 Penalty: 5190.633301
	Iteration 68Q: 3 clusters Score -3635824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3635831.750000 Penalty: 5190.633301
	Iteration 69Q: 3 clusters Score -3635832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3635849.750000 Penalty: 5190.633301
	Iteration 70Q: 3 clusters Score -3635850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3635856.500000 Penalty: 5190.633301
	Iteration 71Q: 3 clusters Score -3635856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3635869.250000 Penalty: 5190.633301
	Iteration 72Q: 3 clusters Score -3635869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3635883.000000 Penalty: 5190.633301
	Iteration 73Q: 3 clusters Score -3635883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3635889.500000 Penalty: 5190.633301
	Iteration 74Q: 3 clusters Score -3635890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3635893.250000 Penalty: 5190.633301
	Iteration 75Q: 3 clusters Score -3635893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3635911.750000 Penalty: 5190.633301
	Iteration 76Q: 3 clusters Score -3635912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3635919.000000 Penalty: 5190.633301
	Iteration 77Q: 3 clusters Score -3635919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3635926.000000 Penalty: 5190.633301
	Iteration 78Q: 3 clusters Score -3635926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3635927.750000 Penalty: 5190.633301
	Iteration 79Q: 3 clusters Score -3635928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3635937.250000 Penalty: 5190.633301
	Iteration 80F: 3 clusters Score -3635937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3635947.500000 Penalty: 5190.633301
	Iteration 81Q: 3 clusters Score -3635948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3635975.000000 Penalty: 5190.633301
	Iteration 82Q: 3 clusters Score -3635975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3635983.750000 Penalty: 5190.633301
	Iteration 83Q: 3 clusters Score -3635984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3635995.250000 Penalty: 5190.633301
	Iteration 84Q: 3 clusters Score -3635995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3636011.000000 Penalty: 5190.633301
	Iteration 85Q: 3 clusters Score -3636011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3636021.000000 Penalty: 5190.633301
	Iteration 86Q: 3 clusters Score -3636021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3636025.500000 Penalty: 5190.633301
	Iteration 87Q: 3 clusters Score -3636026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3636043.250000 Penalty: 5190.633301
	Iteration 88Q: 3 clusters Score -3636043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3636054.750000 Penalty: 5190.633301
	Iteration 89Q: 3 clusters Score -3636055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3636067.750000 Penalty: 5190.633301
	Iteration 90Q: 3 clusters Score -3636068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3636075.500000 Penalty: 5190.633301
	Iteration 91Q: 3 clusters Score -3636076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3636093.750000 Penalty: 5190.633301
	Iteration 92Q: 3 clusters Score -3636094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3636108.750000 Penalty: 5190.633301
	Iteration 93Q: 3 clusters Score -3636109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3636099.250000 Penalty: 5190.633301
	Iteration 94Q: 3 clusters Score -3636099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3636116.250000 Penalty: 5190.633301
	Iteration 95Q: 3 clusters Score -3636116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3636117.750000 Penalty: 5190.633301
	Iteration 96Q: 3 clusters Score -3636118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3636124.000000 Penalty: 5190.633301
	Iteration 97Q: 3 clusters Score -3636124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3636130.500000 Penalty: 5190.633301
	Iteration 98Q: 3 clusters Score -3636130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3636129.750000 Penalty: 5190.633301
	Iteration 99Q: 3 clusters Score -3636130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3636137.250000 Penalty: 5190.633301
	Iteration 100F: 3 clusters Score -3636137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3636135.750000 Penalty: 5190.633301
	Iteration 101Q: 3 clusters Score -3636136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3636139.500000 Penalty: 5190.633301
	Iteration 102Q: 3 clusters Score -3636140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3636139.500000 Penalty: 5190.633301
	Iteration 103Q: 3 clusters Score -3636140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3636143.000000 Penalty: 5190.633301
	Iteration 104Q: 3 clusters Score -3636143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3636146.750000 Penalty: 5190.633301
	Iteration 105Q: 3 clusters Score -3636147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3636158.000000 Penalty: 5190.633301
	Iteration 106Q: 3 clusters Score -3636158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3636157.250000 Penalty: 5190.633301
	Iteration 107Q: 3 clusters Score -3636157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3636155.750000 Penalty: 5190.633301
	Iteration 108Q: 3 clusters Score -3636156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3636154.500000 Penalty: 5190.633301
	Iteration 109Q: 3 clusters Score -3636154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3636156.250000 Penalty: 5190.633301
	Iteration 110Q: 3 clusters Score -3636156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3636156.000000 Penalty: 5190.633301
	Iteration 111Q: 3 clusters Score -3636156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3636159.750000 Penalty: 5190.633301
	Iteration 112Q: 3 clusters Score -3636160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3636161.250000 Penalty: 5190.633301
	Iteration 113Q: 3 clusters Score -3636161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3636166.500000 Penalty: 5190.633301
	Iteration 114Q: 3 clusters Score -3636166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3636166.750000 Penalty: 5190.633301
	Iteration 115Q: 3 clusters Score -3636167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3636168.750000 Penalty: 5190.633301
	Iteration 116Q: 3 clusters Score -3636169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3636171.000000 Penalty: 5190.633301
	Iteration 117Q: 3 clusters Score -3636171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3636169.500000 Penalty: 5190.633301
	Iteration 118Q: 3 clusters Score -3636170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3636172.250000 Penalty: 5190.633301
	Iteration 119Q: 3 clusters Score -3636172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3636169.250000 Penalty: 5190.633301
	Iteration 120F: 3 clusters Score -3636169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3636170.000000 Penalty: 5190.633301
	Iteration 121Q: 3 clusters Score -3636170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3636172.000000 Penalty: 5190.633301
	Iteration 122Q: 3 clusters Score -3636172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3636175.000000 Penalty: 5190.633301
	Iteration 123Q: 3 clusters Score -3636175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3636182.500000 Penalty: 5190.633301
	Iteration 124Q: 3 clusters Score -3636182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3636181.750000 Penalty: 5190.633301
	Iteration 125Q: 3 clusters Score -3636182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3636182.000000 Penalty: 5190.633301
	Iteration 126Q: 3 clusters Score -3636182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3636178.250000 Penalty: 5190.633301
	Iteration 127Q: 3 clusters Score -3636178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3636180.250000 Penalty: 5190.633301
	Iteration 128Q: 3 clusters Score -3636180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3636178.500000 Penalty: 5190.633301
	Iteration 129Q: 3 clusters Score -3636178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3636184.750000 Penalty: 5190.633301
	Iteration 130Q: 3 clusters Score -3636185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3636185.750000 Penalty: 5190.633301
	Iteration 131Q: 3 clusters Score -3636186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3636183.000000 Penalty: 5190.633301
	Iteration 132Q: 3 clusters Score -3636183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3636185.500000 Penalty: 5190.633301
	Iteration 133Q: 3 clusters Score -3636186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3636183.750000 Penalty: 5190.633301
	Iteration 134Q: 3 clusters Score -3636184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3636191.000000 Penalty: 5190.633301
	Iteration 135Q: 3 clusters Score -3636191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3636188.500000 Penalty: 5190.633301
	Iteration 136Q: 3 clusters Score -3636188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3636191.500000 Penalty: 5190.633301
	Iteration 137Q: 3 clusters Score -3636192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3636194.000000 Penalty: 5190.633301
	Iteration 138Q: 3 clusters Score -3636194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3636192.500000 Penalty: 5190.633301
	Iteration 139Q: 3 clusters Score -3636192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3636191.000000 Penalty: 5190.633301
	Iteration 140F: 3 clusters Score -3636191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3636191.500000 Penalty: 5190.633301
	Iteration 141Q: 3 clusters Score -3636192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3636195.500000 Penalty: 5190.633301
	Iteration 142Q: 3 clusters Score -3636196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3636199.000000 Penalty: 5190.633301
	Iteration 143Q: 3 clusters Score -3636199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3636201.000000 Penalty: 5190.633301
	Iteration 144Q: 3 clusters Score -3636201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3636199.250000 Penalty: 5190.633301
	Iteration 145Q: 3 clusters Score -3636199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3636196.750000 Penalty: 5190.633301
	Iteration 146Q: 3 clusters Score -3636197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3636202.000000 Penalty: 5190.633301
	Iteration 147Q: 3 clusters Score -3636202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3636206.000000 Penalty: 5190.633301
	Iteration 148Q: 3 clusters Score -3636206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3636201.750000 Penalty: 5190.633301
	Iteration 149Q: 3 clusters Score -3636202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3636202.750000 Penalty: 5190.633301
	Iteration 150Q: 3 clusters Score -3636203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3636202.500000 Penalty: 5190.633301
	Iteration 151Q: 3 clusters Score -3636202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3636207.750000 Penalty: 5190.633301
	Iteration 152Q: 3 clusters Score -3636208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3636210.250000 Penalty: 5190.633301
	Iteration 153Q: 3 clusters Score -3636210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3636205.000000 Penalty: 5190.633301
	Iteration 154Q: 3 clusters Score -3636205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3636208.000000 Penalty: 5190.633301
	Iteration 155Q: 3 clusters Score -3636208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3636212.500000 Penalty: 5190.633301
	Iteration 156Q: 3 clusters Score -3636212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3636211.750000 Penalty: 5190.633301
	Iteration 157Q: 3 clusters Score -3636212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3636221.500000 Penalty: 5190.633301
	Iteration 158Q: 3 clusters Score -3636222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3636221.250000 Penalty: 5190.633301
	Iteration 159Q: 3 clusters Score -3636221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3636219.750000 Penalty: 5190.633301
	Iteration 160F: 3 clusters Score -3636220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3636229.250000 Penalty: 5190.633301
	Iteration 161Q: 3 clusters Score -3636229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3636228.000000 Penalty: 5190.633301
	Iteration 162Q: 3 clusters Score -3636228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3636229.250000 Penalty: 5190.633301
	Iteration 163Q: 3 clusters Score -3636229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3636229.500000 Penalty: 5190.633301
	Iteration 164Q: 3 clusters Score -3636230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3636228.750000 Penalty: 5190.633301
	Iteration 165Q: 3 clusters Score -3636229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3636233.250000 Penalty: 5190.633301
	Iteration 166Q: 3 clusters Score -3636233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3636229.500000 Penalty: 5190.633301
	Iteration 167Q: 3 clusters Score -3636230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3636233.250000 Penalty: 5190.633301
	Iteration 168Q: 3 clusters Score -3636233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3636230.000000 Penalty: 5190.633301
	Iteration 169Q: 3 clusters Score -3636230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3636227.250000 Penalty: 5190.633301
	Iteration 170Q: 3 clusters Score -3636227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3636228.250000 Penalty: 5190.633301
	Iteration 171Q: 3 clusters Score -3636228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3636229.000000 Penalty: 5190.633301
	Iteration 172Q: 3 clusters Score -3636229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3636229.750000 Penalty: 5190.633301
	Iteration 173Q: 3 clusters Score -3636230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3636229.750000 Penalty: 5190.633301
	Iteration 174Q: 3 clusters Score -3636230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3636228.500000 Penalty: 5190.633301
	Iteration 175Q: 3 clusters Score -3636228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3636226.250000 Penalty: 5190.633301
	Iteration 176Q: 3 clusters Score -3636226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3636226.000000 Penalty: 5190.633301
	Iteration 177Q: 3 clusters Score -3636226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3636226.500000 Penalty: 5190.633301
	Iteration 178Q: 3 clusters Score -3636226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3636226.250000 Penalty: 5190.633301
	Iteration 179Q: 3 clusters Score -3636226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3636227.750000 Penalty: 5190.633301
	Iteration 180F: 3 clusters Score -3636228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3636226.000000 Penalty: 5190.633301
	Iteration 181Q: 3 clusters Score -3636226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3636226.000000 Penalty: 5190.633301
	Iteration 182F: 3 clusters Score -3636226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -437134.625000 Penalty: 2089.092773
	Iteration 0F: 2 clusters Score -437134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -432898.062500 Penalty: 4178.185547
	Iteration 0F: 3 clusters Score -432898.1 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -433948.875000 Penalty: 4178.185547
	Iteration 1F: 3 clusters Score -433948.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -434153.156250 Penalty: 4178.185547
	Iteration 2F: 3 clusters Score -434153.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -434282.656250 Penalty: 4178.185547
	Iteration 3Q: 3 clusters Score -434282.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -434381.687500 Penalty: 4178.185547
	Iteration 4Q: 3 clusters Score -434381.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -434461.218750 Penalty: 4178.185547
	Iteration 5Q: 3 clusters Score -434461.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -434528.718750 Penalty: 4178.185547
	Iteration 6Q: 3 clusters Score -434528.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -434592.718750 Penalty: 4178.185547
	Iteration 7Q: 3 clusters Score -434592.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -434656.531250 Penalty: 4178.185547
	Iteration 8Q: 3 clusters Score -434656.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -434710.687500 Penalty: 4178.185547
	Iteration 9Q: 3 clusters Score -434710.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -434767.843750 Penalty: 4178.185547
	Iteration 10Q: 3 clusters Score -434767.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -434836.906250 Penalty: 4178.185547
	Iteration 11Q: 3 clusters Score -434836.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -434919.062500 Penalty: 4178.185547
	Iteration 12Q: 3 clusters Score -434919.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -435008.000000 Penalty: 4178.185547
	Iteration 13Q: 3 clusters Score -435008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -435119.437500 Penalty: 4178.185547
	Iteration 14Q: 3 clusters Score -435119.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -435241.093750 Penalty: 4178.185547
	Iteration 15Q: 3 clusters Score -435241.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -435387.812500 Penalty: 4178.185547
	Iteration 16Q: 3 clusters Score -435387.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -435543.343750 Penalty: 4178.185547
	Iteration 17Q: 3 clusters Score -435543.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -435692.843750 Penalty: 4178.185547
	Iteration 18Q: 3 clusters Score -435692.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435795.187500 Penalty: 4178.185547
	Iteration 19Q: 3 clusters Score -435795.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -435859.437500 Penalty: 4178.185547
	Iteration 20F: 3 clusters Score -435859.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -435921.531250 Penalty: 4178.185547
	Iteration 21Q: 3 clusters Score -435921.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -435953.531250 Penalty: 4178.185547
	Iteration 22Q: 3 clusters Score -435953.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435972.000000 Penalty: 4178.185547
	Iteration 23Q: 3 clusters Score -435972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -435982.093750 Penalty: 4178.185547
	Iteration 24Q: 3 clusters Score -435982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435986.812500 Penalty: 4178.185547
	Iteration 25Q: 3 clusters Score -435986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435991.406250 Penalty: 4178.185547
	Iteration 26Q: 3 clusters Score -435991.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -435994.500000 Penalty: 4178.185547
	Iteration 27Q: 3 clusters Score -435994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -435999.093750 Penalty: 4178.185547
	Iteration 28Q: 3 clusters Score -435999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -436004.093750 Penalty: 4178.185547
	Iteration 29Q: 3 clusters Score -436004.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -436010.250000 Penalty: 4178.185547
	Iteration 30Q: 3 clusters Score -436010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -436012.500000 Penalty: 4178.185547
	Iteration 31Q: 3 clusters Score -436012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -436016.937500 Penalty: 4178.185547
	Iteration 32Q: 3 clusters Score -436016.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -436023.093750 Penalty: 4178.185547
	Iteration 33Q: 3 clusters Score -436023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -436025.781250 Penalty: 4178.185547
	Iteration 34Q: 3 clusters Score -436025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -436027.437500 Penalty: 4178.185547
	Iteration 35Q: 3 clusters Score -436027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -436029.218750 Penalty: 4178.185547
	Iteration 36Q: 3 clusters Score -436029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -436031.031250 Penalty: 4178.185547
	Iteration 37Q: 3 clusters Score -436031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -436032.250000 Penalty: 4178.185547
	Iteration 38Q: 3 clusters Score -436032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -436032.250000 Penalty: 4178.185547
	Iteration 39F: 3 clusters Score -436032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -566918.875000 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -566918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -561548.562500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -561548.6 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -563164.312500 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -563164.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -563757.687500 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -563757.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -564317.187500 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -564317.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -564683.562500 Penalty: 4339.788574
	Iteration 4F: 3 clusters Score -564683.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -564928.812500 Penalty: 4339.788574
	Iteration 5F: 3 clusters Score -564928.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -565088.562500 Penalty: 4339.788574
	Iteration 6Q: 3 clusters Score -565088.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -565190.562500 Penalty: 4339.788574
	Iteration 7Q: 3 clusters Score -565190.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -565271.437500 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -565271.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -565321.875000 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -565321.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -565359.812500 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -565359.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -565389.187500 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -565389.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -565415.125000 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -565415.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -565441.437500 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -565441.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565482.687500 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -565482.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -565531.812500 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -565531.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -565600.437500 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -565600.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -565665.312500 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -565665.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -565742.437500 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -565742.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -565841.375000 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -565841.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -565959.437500 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -565959.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -566088.062500 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -566088.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -566199.312500 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -566199.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -566294.937500 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -566294.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -566356.937500 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -566356.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -566397.500000 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -566397.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -566429.687500 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -566429.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -566450.375000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -566450.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -566465.187500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -566465.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -566473.500000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -566473.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -566480.062500 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -566480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -566480.687500 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -566480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -566482.125000 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -566482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -566484.750000 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -566484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -566486.062500 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -566486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -566485.500000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -566485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -566486.187500 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -566486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -566485.937500 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -566485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -566487.000000 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -566487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -566487.125000 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -566487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -566487.312500 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -566487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -566489.062500 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -566489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -566489.750000 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -566489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -566493.687500 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -566493.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -566498.812500 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -566498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -566501.375000 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -566501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -566503.312500 Penalty: 4339.788574
	Iteration 46Q: 3 clusters Score -566503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -566504.875000 Penalty: 4339.788574
	Iteration 47Q: 3 clusters Score -566504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -566506.375000 Penalty: 4339.788574
	Iteration 48Q: 3 clusters Score -566506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -566507.625000 Penalty: 4339.788574
	Iteration 49Q: 3 clusters Score -566507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -566509.000000 Penalty: 4339.788574
	Iteration 50Q: 3 clusters Score -566509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -566509.062500 Penalty: 4339.788574
	Iteration 51Q: 3 clusters Score -566509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -566509.062500 Penalty: 4339.788574
	Iteration 52F: 3 clusters Score -566509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -929917.375000 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -929917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -922841.000000 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -922841 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -924827.312500 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -924827.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -925204.750000 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -925204.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -925535.500000 Penalty: 4519.037109
	Iteration 3F: 3 clusters Score -925535.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -925884.062500 Penalty: 4519.037109
	Iteration 4F: 3 clusters Score -925884.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -926272.875000 Penalty: 4519.037109
	Iteration 5F: 3 clusters Score -926272.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -926792.500000 Penalty: 4519.037109
	Iteration 6F: 3 clusters Score -926792.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -927345.062500 Penalty: 4519.037109
	Iteration 7F: 3 clusters Score -927345.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -927803.125000 Penalty: 4519.037109
	Iteration 8F: 3 clusters Score -927803.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -928102.187500 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -928102.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -928286.812500 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -928286.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -928401.375000 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -928401.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -928476.437500 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -928476.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -928521.625000 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -928521.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -928542.062500 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -928542.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -928553.437500 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -928553.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -928558.500000 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -928558.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -928564.687500 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -928564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -928568.375000 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -928568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -928572.562500 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -928572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -928574.562500 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -928574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -928576.000000 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -928576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -928580.812500 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -928580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -928581.437500 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -928581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -928581.875000 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -928581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -928583.312500 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -928583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -928585.500000 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -928585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -928583.875000 Penalty: 4519.037109
	Iteration 27Q: 3 clusters Score -928583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -928584.937500 Penalty: 4519.037109
	Iteration 28Q: 3 clusters Score -928584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -928584.000000 Penalty: 4519.037109
	Iteration 29Q: 3 clusters Score -928584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -928583.000000 Penalty: 4519.037109
	Iteration 30Q: 3 clusters Score -928583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -928583.500000 Penalty: 4519.037109
	Iteration 31Q: 3 clusters Score -928583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -928586.062500 Penalty: 4519.037109
	Iteration 32Q: 3 clusters Score -928586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -928584.000000 Penalty: 4519.037109
	Iteration 33Q: 3 clusters Score -928584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -928585.875000 Penalty: 4519.037109
	Iteration 34Q: 3 clusters Score -928585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -928585.875000 Penalty: 4519.037109
	Iteration 35F: 3 clusters Score -928585.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -172446.937500 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -172446.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -169994.546875 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -169994.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -170420.500000 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -170420.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170521.343750 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -170521.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170605.140625 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -170605.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170657.234375 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -170657.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170687.468750 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -170687.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170703.531250 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -170703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170713.078125 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -170713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -170717.203125 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -170717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170719.765625 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -170719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170725.750000 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -170725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170729.968750 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -170730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -170734.984375 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -170735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170739.187500 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -170739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170744.046875 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -170744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -170749.156250 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -170749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -170753.359375 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -170753.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -170759.796875 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -170759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170764.968750 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -170765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170767.734375 Penalty: 3697.828125
	Iteration 19Q: 3 clusters Score -170767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -170771.593750 Penalty: 3697.828125
	Iteration 20F: 3 clusters Score -170771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -170776.390625 Penalty: 3697.828125
	Iteration 21Q: 3 clusters Score -170776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170777.281250 Penalty: 3697.828125
	Iteration 22Q: 3 clusters Score -170777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170781.937500 Penalty: 3697.828125
	Iteration 23Q: 3 clusters Score -170781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -170786.656250 Penalty: 3697.828125
	Iteration 24Q: 3 clusters Score -170786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -170791.578125 Penalty: 3697.828125
	Iteration 25Q: 3 clusters Score -170791.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170796.875000 Penalty: 3697.828125
	Iteration 26Q: 3 clusters Score -170796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170800.906250 Penalty: 3697.828125
	Iteration 27Q: 3 clusters Score -170800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170802.515625 Penalty: 3697.828125
	Iteration 28Q: 3 clusters Score -170802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170802.515625 Penalty: 3697.828125
	Iteration 29F: 3 clusters Score -170802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -194960.546875 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -194960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -192374.328125 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -192374.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192798.875000 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -192798.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192936.218750 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -192936.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -193011.984375 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -193012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -193059.078125 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -193059.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -193095.125000 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -193095.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -193116.359375 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -193116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -193125.312500 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -193125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -193131.843750 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -193131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -193137.812500 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -193137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -193140.484375 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -193140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -193142.671875 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -193142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -193148.453125 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -193148.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -193152.468750 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -193152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193156.406250 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -193156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -193158.593750 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -193158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -193159.281250 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -193159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193159.984375 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -193160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193159.984375 Penalty: 3756.726318
	Iteration 18F: 3 clusters Score -193160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -190704.328125 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -190704.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187775.484375 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -187775.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -188548.656250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -188548.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -188868.531250 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -188868.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -189117.718750 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -189117.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -189316.828125 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -189316.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -189511.437500 Penalty: 3872.726562
	Iteration 5F: 3 clusters Score -189511.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -189660.968750 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -189661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -189797.796875 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -189797.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -189882.281250 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -189882.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -189944.125000 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -189944.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -189978.250000 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -189978.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -190004.796875 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -190004.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -190034.000000 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -190034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -190058.453125 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -190058.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -190085.234375 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -190085.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -190116.078125 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -190116.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -190154.375000 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -190154.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -190194.593750 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -190194.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -190217.531250 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -190217.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -190238.718750 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -190238.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -190256.640625 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -190256.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -190277.078125 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -190277.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -190289.937500 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -190289.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -190305.203125 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -190305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -190313.578125 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -190313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -190318.546875 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -190318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190320.093750 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -190320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190322.000000 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -190322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190322.000000 Penalty: 3872.726562
	Iteration 28F: 3 clusters Score -190322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -200085.500000 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -200085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -197403.234375 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -197403.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -197994.484375 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -197994.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -198177.812500 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -198177.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -198362.171875 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -198362.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -198569.859375 Penalty: 3804.532715
	Iteration 4F: 3 clusters Score -198569.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -198794.296875 Penalty: 3804.532715
	Iteration 5F: 3 clusters Score -198794.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -199011.140625 Penalty: 3804.532715
	Iteration 6F: 3 clusters Score -199011.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -199192.546875 Penalty: 3804.532715
	Iteration 7F: 3 clusters Score -199192.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -199331.968750 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -199332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -199406.000000 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -199406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -199435.781250 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -199435.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -199450.218750 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -199450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -199456.062500 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -199456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -199459.812500 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -199459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -199464.093750 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -199464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -199467.296875 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -199467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199469.343750 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -199469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199469.343750 Penalty: 3804.532715
	Iteration 17F: 3 clusters Score -199469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1507437.875000 Penalty: 2385.017090
	Iteration 0F: 2 clusters Score -1507438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1496532.000000 Penalty: 4770.034180
	Iteration 0F: 3 clusters Score -1496532 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1500247.000000 Penalty: 4770.034180
	Iteration 1F: 3 clusters Score -1500247 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1500819.500000 Penalty: 4770.034180
	Iteration 2F: 3 clusters Score -1500820 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1501378.375000 Penalty: 4770.034180
	Iteration 3F: 3 clusters Score -1501378 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1501936.750000 Penalty: 4770.034180
	Iteration 4F: 3 clusters Score -1501937 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1502545.875000 Penalty: 4770.034180
	Iteration 5F: 3 clusters Score -1502546 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1503241.125000 Penalty: 4770.034180
	Iteration 6F: 3 clusters Score -1503241 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1504049.500000 Penalty: 4770.034180
	Iteration 7F: 3 clusters Score -1504050 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1504844.750000 Penalty: 4770.034180
	Iteration 8F: 3 clusters Score -1504845 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1505502.375000 Penalty: 4770.034180
	Iteration 9Q: 3 clusters Score -1505502 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1506016.125000 Penalty: 4770.034180
	Iteration 10Q: 3 clusters Score -1506016 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1506345.625000 Penalty: 4770.034180
	Iteration 11Q: 3 clusters Score -1506346 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1506545.375000 Penalty: 4770.034180
	Iteration 12Q: 3 clusters Score -1506545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1506659.750000 Penalty: 4770.034180
	Iteration 13Q: 3 clusters Score -1506660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1506732.250000 Penalty: 4770.034180
	Iteration 14Q: 3 clusters Score -1506732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1506767.625000 Penalty: 4770.034180
	Iteration 15Q: 3 clusters Score -1506768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1506785.000000 Penalty: 4770.034180
	Iteration 16Q: 3 clusters Score -1506785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1506799.000000 Penalty: 4770.034180
	Iteration 17Q: 3 clusters Score -1506799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1506810.375000 Penalty: 4770.034180
	Iteration 18Q: 3 clusters Score -1506810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1506810.625000 Penalty: 4770.034180
	Iteration 19Q: 3 clusters Score -1506811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1506813.000000 Penalty: 4770.034180
	Iteration 20F: 3 clusters Score -1506813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1506818.250000 Penalty: 4770.034180
	Iteration 21Q: 3 clusters Score -1506818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1506822.375000 Penalty: 4770.034180
	Iteration 22Q: 3 clusters Score -1506822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1506823.500000 Penalty: 4770.034180
	Iteration 23Q: 3 clusters Score -1506824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1506830.250000 Penalty: 4770.034180
	Iteration 24Q: 3 clusters Score -1506830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1506830.500000 Penalty: 4770.034180
	Iteration 25Q: 3 clusters Score -1506830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1506831.750000 Penalty: 4770.034180
	Iteration 26Q: 3 clusters Score -1506832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1506832.750000 Penalty: 4770.034180
	Iteration 27Q: 3 clusters Score -1506833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1506832.750000 Penalty: 4770.034180
	Iteration 28Q: 3 clusters Score -1506833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1506834.000000 Penalty: 4770.034180
	Iteration 29Q: 3 clusters Score -1506834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1506837.125000 Penalty: 4770.034180
	Iteration 30Q: 3 clusters Score -1506837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1506837.125000 Penalty: 4770.034180
	Iteration 31F: 3 clusters Score -1506837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Entering Unmasked Estep 
Score: -839775.062500 Penalty: 2253.530273
	Iteration 0F: 2 clusters Score -839775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -832818.250000 Penalty: 4507.060547
	Iteration 0F: 3 clusters Score -832818.2 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -834948.062500 Penalty: 4507.060547
	Iteration 1F: 3 clusters Score -834948.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -835399.125000 Penalty: 4507.060547
	Iteration 2F: 3 clusters Score -835399.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -835774.375000 Penalty: 4507.060547
	Iteration 3F: 3 clusters Score -835774.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -836133.875000 Penalty: 4507.060547
	Iteration 4F: 3 clusters Score -836133.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -836462.812500 Penalty: 4507.060547
	Iteration 5F: 3 clusters Score -836462.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -836718.812500 Penalty: 4507.060547
	Iteration 6Q: 3 clusters Score -836718.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -836944.437500 Penalty: 4507.060547
	Iteration 7Q: 3 clusters Score -836944.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -837102.437500 Penalty: 4507.060547
	Iteration 8Q: 3 clusters Score -837102.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -837198.125000 Penalty: 4507.060547
	Iteration 9Q: 3 clusters Score -837198.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -837279.187500 Penalty: 4507.060547
	Iteration 10Q: 3 clusters Score -837279.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -837328.187500 Penalty: 4507.060547
	Iteration 11Q: 3 clusters Score -837328.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -837369.750000 Penalty: 4507.060547
	Iteration 12Q: 3 clusters Score -837369.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -837398.000000 Penalty: 4507.060547
	Iteration 13Q: 3 clusters Score -837398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -837425.687500 Penalty: 4507.060547
	Iteration 14Q: 3 clusters Score -837425.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -837441.250000 Penalty: 4507.060547
	Iteration 15Q: 3 clusters Score -837441.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -837456.562500 Penalty: 4507.060547
	Iteration 16Q: 3 clusters Score -837456.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -837471.437500 Penalty: 4507.060547
	Iteration 17Q: 3 clusters Score -837471.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -837485.687500 Penalty: 4507.060547
	Iteration 18Q: 3 clusters Score -837485.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -837500.625000 Penalty: 4507.060547
	Iteration 19Q: 3 clusters Score -837500.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -837517.062500 Penalty: 4507.060547
	Iteration 20F: 3 clusters Score -837517.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -837526.312500 Penalty: 4507.060547
	Iteration 21Q: 3 clusters Score -837526.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -837535.125000 Penalty: 4507.060547
	Iteration 22Q: 3 clusters Score -837535.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -837542.687500 Penalty: 4507.060547
	Iteration 23Q: 3 clusters Score -837542.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -837551.375000 Penalty: 4507.060547
	Iteration 24Q: 3 clusters Score -837551.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -837559.000000 Penalty: 4507.060547
	Iteration 25Q: 3 clusters Score -837559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -837564.937500 Penalty: 4507.060547
	Iteration 26Q: 3 clusters Score -837564.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -837574.625000 Penalty: 4507.060547
	Iteration 27Q: 3 clusters Score -837574.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -837578.687500 Penalty: 4507.060547
	Iteration 28Q: 3 clusters Score -837578.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -837586.687500 Penalty: 4507.060547
	Iteration 29Q: 3 clusters Score -837586.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -837594.750000 Penalty: 4507.060547
	Iteration 30Q: 3 clusters Score -837594.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -837603.687500 Penalty: 4507.060547
	Iteration 31Q: 3 clusters Score -837603.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -837611.562500 Penalty: 4507.060547
	Iteration 32Q: 3 clusters Score -837611.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -837614.375000 Penalty: 4507.060547
	Iteration 33Q: 3 clusters Score -837614.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -837620.562500 Penalty: 4507.060547
	Iteration 34Q: 3 clusters Score -837620.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -837630.000000 Penalty: 4507.060547
	Iteration 35Q: 3 clusters Score -837630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -837637.875000 Penalty: 4507.060547
	Iteration 36Q: 3 clusters Score -837637.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -837645.062500 Penalty: 4507.060547
	Iteration 37Q: 3 clusters Score -837645.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -837654.625000 Penalty: 4507.060547
	Iteration 38Q: 3 clusters Score -837654.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -837661.625000 Penalty: 4507.060547
	Iteration 39Q: 3 clusters Score -837661.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -837673.062500 Penalty: 4507.060547
	Iteration 40F: 3 clusters Score -837673.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -837680.062500 Penalty: 4507.060547
	Iteration 41Q: 3 clusters Score -837680.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -837683.187500 Penalty: 4507.060547
	Iteration 42Q: 3 clusters Score -837683.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -837690.625000 Penalty: 4507.060547
	Iteration 43Q: 3 clusters Score -837690.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -837697.875000 Penalty: 4507.060547
	Iteration 44Q: 3 clusters Score -837697.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -837709.125000 Penalty: 4507.060547
	Iteration 45Q: 3 clusters Score -837709.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -837715.250000 Penalty: 4507.060547
	Iteration 46Q: 3 clusters Score -837715.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -837716.687500 Penalty: 4507.060547
	Iteration 47Q: 3 clusters Score -837716.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -837722.625000 Penalty: 4507.060547
	Iteration 48Q: 3 clusters Score -837722.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -837725.250000 Penalty: 4507.060547
	Iteration 49Q: 3 clusters Score -837725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -837731.875000 Penalty: 4507.060547
	Iteration 50Q: 3 clusters Score -837731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -837736.687500 Penalty: 4507.060547
	Iteration 51Q: 3 clusters Score -837736.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -837737.125000 Penalty: 4507.060547
	Iteration 52Q: 3 clusters Score -837737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -837740.187500 Penalty: 4507.060547
	Iteration 53Q: 3 clusters Score -837740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -837742.312500 Penalty: 4507.060547
	Iteration 54Q: 3 clusters Score -837742.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -837747.312500 Penalty: 4507.060547
	Iteration 55Q: 3 clusters Score -837747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -837753.062500 Penalty: 4507.060547
	Iteration 56Q: 3 clusters Score -837753.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -837757.312500 Penalty: 4507.060547
	Iteration 57Q: 3 clusters Score -837757.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -837761.375000 Penalty: 4507.060547
	Iteration 58Q: 3 clusters Score -837761.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -837769.875000 Penalty: 4507.060547
	Iteration 59Q: 3 clusters Score -837769.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -837782.500000 Penalty: 4507.060547
	Iteration 60F: 3 clusters Score -837782.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -837789.375000 Penalty: 4507.060547
	Iteration 61Q: 3 clusters Score -837789.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -837799.937500 Penalty: 4507.060547
	Iteration 62Q: 3 clusters Score -837799.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -837807.000000 Penalty: 4507.060547
	Iteration 63Q: 3 clusters Score -837807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -837816.312500 Penalty: 4507.060547
	Iteration 64Q: 3 clusters Score -837816.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -837822.562500 Penalty: 4507.060547
	Iteration 65Q: 3 clusters Score -837822.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -837829.562500 Penalty: 4507.060547
	Iteration 66Q: 3 clusters Score -837829.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -837836.062500 Penalty: 4507.060547
	Iteration 67Q: 3 clusters Score -837836.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -837842.562500 Penalty: 4507.060547
	Iteration 68Q: 3 clusters Score -837842.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -837845.562500 Penalty: 4507.060547
	Iteration 69Q: 3 clusters Score -837845.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -837851.625000 Penalty: 4507.060547
	Iteration 70Q: 3 clusters Score -837851.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -837856.750000 Penalty: 4507.060547
	Iteration 71Q: 3 clusters Score -837856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -837864.000000 Penalty: 4507.060547
	Iteration 72Q: 3 clusters Score -837864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -837870.625000 Penalty: 4507.060547
	Iteration 73Q: 3 clusters Score -837870.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -837876.500000 Penalty: 4507.060547
	Iteration 74Q: 3 clusters Score -837876.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -837881.625000 Penalty: 4507.060547
	Iteration 75Q: 3 clusters Score -837881.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -837889.062500 Penalty: 4507.060547
	Iteration 76Q: 3 clusters Score -837889.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -837891.625000 Penalty: 4507.060547
	Iteration 77Q: 3 clusters Score -837891.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -837896.687500 Penalty: 4507.060547
	Iteration 78Q: 3 clusters Score -837896.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -837903.500000 Penalty: 4507.060547
	Iteration 79Q: 3 clusters Score -837903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -837903.250000 Penalty: 4507.060547
	Iteration 80F: 3 clusters Score -837903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -837905.187500 Penalty: 4507.060547
	Iteration 81Q: 3 clusters Score -837905.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -837910.062500 Penalty: 4507.060547
	Iteration 82Q: 3 clusters Score -837910.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -837914.250000 Penalty: 4507.060547
	Iteration 83Q: 3 clusters Score -837914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -837914.875000 Penalty: 4507.060547
	Iteration 84Q: 3 clusters Score -837914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -837917.562500 Penalty: 4507.060547
	Iteration 85Q: 3 clusters Score -837917.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -837919.937500 Penalty: 4507.060547
	Iteration 86Q: 3 clusters Score -837919.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -837920.562500 Penalty: 4507.060547
	Iteration 87Q: 3 clusters Score -837920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -837921.250000 Penalty: 4507.060547
	Iteration 88Q: 3 clusters Score -837921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -837922.875000 Penalty: 4507.060547
	Iteration 89Q: 3 clusters Score -837922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -837925.687500 Penalty: 4507.060547
	Iteration 90Q: 3 clusters Score -837925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -837926.062500 Penalty: 4507.060547
	Iteration 91Q: 3 clusters Score -837926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -837928.437500 Penalty: 4507.060547
	Iteration 92Q: 3 clusters Score -837928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -837930.937500 Penalty: 4507.060547
	Iteration 93Q: 3 clusters Score -837930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -837933.875000 Penalty: 4507.060547
	Iteration 94Q: 3 clusters Score -837933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -837937.187500 Penalty: 4507.060547
	Iteration 95Q: 3 clusters Score -837937.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -837942.125000 Penalty: 4507.060547
	Iteration 96Q: 3 clusters Score -837942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -837944.687500 Penalty: 4507.060547
	Iteration 97Q: 3 clusters Score -837944.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -837947.812500 Penalty: 4507.060547
	Iteration 98Q: 3 clusters Score -837947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -837948.625000 Penalty: 4507.060547
	Iteration 99Q: 3 clusters Score -837948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -837951.125000 Penalty: 4507.060547
	Iteration 100F: 3 clusters Score -837951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -837954.125000 Penalty: 4507.060547
	Iteration 101Q: 3 clusters Score -837954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -837956.687500 Penalty: 4507.060547
	Iteration 102Q: 3 clusters Score -837956.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -837961.312500 Penalty: 4507.060547
	Iteration 103Q: 3 clusters Score -837961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -837962.187500 Penalty: 4507.060547
	Iteration 104Q: 3 clusters Score -837962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -837965.250000 Penalty: 4507.060547
	Iteration 105Q: 3 clusters Score -837965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -837966.250000 Penalty: 4507.060547
	Iteration 106Q: 3 clusters Score -837966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -837969.625000 Penalty: 4507.060547
	Iteration 107Q: 3 clusters Score -837969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -837969.812500 Penalty: 4507.060547
	Iteration 108Q: 3 clusters Score -837969.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -837973.312500 Penalty: 4507.060547
	Iteration 109Q: 3 clusters Score -837973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -837975.000000 Penalty: 4507.060547
	Iteration 110Q: 3 clusters Score -837975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -837975.437500 Penalty: 4507.060547
	Iteration 111Q: 3 clusters Score -837975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -837975.687500 Penalty: 4507.060547
	Iteration 112Q: 3 clusters Score -837975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -837980.187500 Penalty: 4507.060547
	Iteration 113Q: 3 clusters Score -837980.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -837988.125000 Penalty: 4507.060547
	Iteration 114Q: 3 clusters Score -837988.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -837990.687500 Penalty: 4507.060547
	Iteration 115Q: 3 clusters Score -837990.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -837994.625000 Penalty: 4507.060547
	Iteration 116Q: 3 clusters Score -837994.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -837998.437500 Penalty: 4507.060547
	Iteration 117Q: 3 clusters Score -837998.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -837999.250000 Penalty: 4507.060547
	Iteration 118Q: 3 clusters Score -837999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -838001.437500 Penalty: 4507.060547
	Iteration 119Q: 3 clusters Score -838001.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -838006.812500 Penalty: 4507.060547
	Iteration 120F: 3 clusters Score -838006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -838011.250000 Penalty: 4507.060547
	Iteration 121Q: 3 clusters Score -838011.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -838014.062500 Penalty: 4507.060547
	Iteration 122Q: 3 clusters Score -838014.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -838020.312500 Penalty: 4507.060547
	Iteration 123Q: 3 clusters Score -838020.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -838023.562500 Penalty: 4507.060547
	Iteration 124Q: 3 clusters Score -838023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -838025.062500 Penalty: 4507.060547
	Iteration 125Q: 3 clusters Score -838025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -838028.625000 Penalty: 4507.060547
	Iteration 126Q: 3 clusters Score -838028.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -838030.500000 Penalty: 4507.060547
	Iteration 127Q: 3 clusters Score -838030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -838033.625000 Penalty: 4507.060547
	Iteration 128Q: 3 clusters Score -838033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -838035.562500 Penalty: 4507.060547
	Iteration 129Q: 3 clusters Score -838035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -838040.937500 Penalty: 4507.060547
	Iteration 130Q: 3 clusters Score -838040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -838044.312500 Penalty: 4507.060547
	Iteration 131Q: 3 clusters Score -838044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -838050.125000 Penalty: 4507.060547
	Iteration 132Q: 3 clusters Score -838050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -838052.437500 Penalty: 4507.060547
	Iteration 133Q: 3 clusters Score -838052.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -838057.625000 Penalty: 4507.060547
	Iteration 134Q: 3 clusters Score -838057.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -838062.625000 Penalty: 4507.060547
	Iteration 135Q: 3 clusters Score -838062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -838067.750000 Penalty: 4507.060547
	Iteration 136Q: 3 clusters Score -838067.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -838068.750000 Penalty: 4507.060547
	Iteration 137Q: 3 clusters Score -838068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -838069.937500 Penalty: 4507.060547
	Iteration 138Q: 3 clusters Score -838069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -838070.812500 Penalty: 4507.060547
	Iteration 139Q: 3 clusters Score -838070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -838072.687500 Penalty: 4507.060547
	Iteration 140F: 3 clusters Score -838072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -838073.250000 Penalty: 4507.060547
	Iteration 141Q: 3 clusters Score -838073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -838072.187500 Penalty: 4507.060547
	Iteration 142Q: 3 clusters Score -838072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -838071.937500 Penalty: 4507.060547
	Iteration 143Q: 3 clusters Score -838071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -838072.625000 Penalty: 4507.060547
	Iteration 144Q: 3 clusters Score -838072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -838074.687500 Penalty: 4507.060547
	Iteration 145Q: 3 clusters Score -838074.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -838074.875000 Penalty: 4507.060547
	Iteration 146Q: 3 clusters Score -838074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -838075.812500 Penalty: 4507.060547
	Iteration 147Q: 3 clusters Score -838075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -838075.437500 Penalty: 4507.060547
	Iteration 148Q: 3 clusters Score -838075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -838080.687500 Penalty: 4507.060547
	Iteration 149Q: 3 clusters Score -838080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -838081.687500 Penalty: 4507.060547
	Iteration 150Q: 3 clusters Score -838081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -838083.000000 Penalty: 4507.060547
	Iteration 151Q: 3 clusters Score -838083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -838083.125000 Penalty: 4507.060547
	Iteration 152Q: 3 clusters Score -838083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -838085.375000 Penalty: 4507.060547
	Iteration 153Q: 3 clusters Score -838085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -838084.437500 Penalty: 4507.060547
	Iteration 154Q: 3 clusters Score -838084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -838084.437500 Penalty: 4507.060547
	Iteration 155F: 3 clusters Score -838084.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -722959.437500 Penalty: 2219.088135
	Iteration 0F: 2 clusters Score -722959.4 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 3874 members 
Entering Unmasked Estep 
Score: -716743.937500 Penalty: 4438.176270
	Iteration 0F: 3 clusters Score -716743.9 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -718441.812500 Penalty: 4438.176270
	Iteration 1F: 3 clusters Score -718441.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -718741.625000 Penalty: 4438.176270
	Iteration 2F: 3 clusters Score -718741.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -718997.437500 Penalty: 4438.176270
	Iteration 3F: 3 clusters Score -718997.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -719260.125000 Penalty: 4438.176270
	Iteration 4F: 3 clusters Score -719260.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -719492.625000 Penalty: 4438.176270
	Iteration 5Q: 3 clusters Score -719492.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -719673.187500 Penalty: 4438.176270
	Iteration 6Q: 3 clusters Score -719673.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -719843.187500 Penalty: 4438.176270
	Iteration 7Q: 3 clusters Score -719843.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -719993.312500 Penalty: 4438.176270
	Iteration 8Q: 3 clusters Score -719993.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -720128.312500 Penalty: 4438.176270
	Iteration 9Q: 3 clusters Score -720128.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -720232.375000 Penalty: 4438.176270
	Iteration 10Q: 3 clusters Score -720232.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -720317.375000 Penalty: 4438.176270
	Iteration 11Q: 3 clusters Score -720317.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -720382.687500 Penalty: 4438.176270
	Iteration 12Q: 3 clusters Score -720382.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -720435.687500 Penalty: 4438.176270
	Iteration 13Q: 3 clusters Score -720435.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -720479.375000 Penalty: 4438.176270
	Iteration 14Q: 3 clusters Score -720479.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -720519.000000 Penalty: 4438.176270
	Iteration 15Q: 3 clusters Score -720519 nChanged 126
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: -720556.500000 Penalty: 4438.176270
	Iteration 16Q: 3 clusters Score -720556.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -720586.312500 Penalty: 4438.176270
	Iteration 17Q: 3 clusters Score -720586.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -720609.625000 Penalty: 4438.176270
	Iteration 18Q: 3 clusters Score -720609.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -720634.312500 Penalty: 4438.176270
	Iteration 19Q: 3 clusters Score -720634.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -720656.312500 Penalty: 4438.176270
	Iteration 20F: 3 clusters Score -720656.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -720674.937500 Penalty: 4438.176270
	Iteration 21Q: 3 clusters Score -720674.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -720684.250000 Penalty: 4438.176270
	Iteration 22Q: 3 clusters Score -720684.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -720694.375000 Penalty: 4438.176270
	Iteration 23Q: 3 clusters Score -720694.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -720704.375000 Penalty: 4438.176270
	Iteration 24Q: 3 clusters Score -720704.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -720715.375000 Penalty: 4438.176270
	Iteration 25Q: 3 clusters Score -720715.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -720721.125000 Penalty: 4438.176270
	Iteration 26Q: 3 clusters Score -720721.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -720727.875000 Penalty: 4438.176270
	Iteration 27Q: 3 clusters Score -720727.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -720734.687500 Penalty: 4438.176270
	Iteration 28Q: 3 clusters Score -720734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -720737.937500 Penalty: 4438.176270
	Iteration 29Q: 3 clusters Score -720737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -720744.687500 Penalty: 4438.176270
	Iteration 30Q: 3 clusters Score -720744.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -720748.375000 Penalty: 4438.176270
	Iteration 31Q: 3 clusters Score -720748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -720751.750000 Penalty: 4438.176270
	Iteration 32Q: 3 clusters Score -720751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -720752.000000 Penalty: 4438.176270
	Iteration 33Q: 3 clusters Score -720752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -720753.625000 Penalty: 4438.176270
	Iteration 34Q: 3 clusters Score -720753.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -720758.312500 Penalty: 4438.176270
	Iteration 35Q: 3 clusters Score -720758.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -720761.437500 Penalty: 4438.176270
	Iteration 36Q: 3 clusters Score -720761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -720763.312500 Penalty: 4438.176270
	Iteration 37Q: 3 clusters Score -720763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -720764.500000 Penalty: 4438.176270
	Iteration 38Q: 3 clusters Score -720764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -720766.312500 Penalty: 4438.176270
	Iteration 39Q: 3 clusters Score -720766.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -720768.312500 Penalty: 4438.176270
	Iteration 40F: 3 clusters Score -720768.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -720771.312500 Penalty: 4438.176270
	Iteration 41Q: 3 clusters Score -720771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -720772.875000 Penalty: 4438.176270
	Iteration 42Q: 3 clusters Score -720772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -720778.187500 Penalty: 4438.176270
	Iteration 43Q: 3 clusters Score -720778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -720779.500000 Penalty: 4438.176270
	Iteration 44Q: 3 clusters Score -720779.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -720781.062500 Penalty: 4438.176270
	Iteration 45Q: 3 clusters Score -720781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -720786.687500 Penalty: 4438.176270
	Iteration 46Q: 3 clusters Score -720786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -720787.625000 Penalty: 4438.176270
	Iteration 47Q: 3 clusters Score -720787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -720791.250000 Penalty: 4438.176270
	Iteration 48Q: 3 clusters Score -720791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -720796.937500 Penalty: 4438.176270
	Iteration 49Q: 3 clusters Score -720796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -720797.812500 Penalty: 4438.176270
	Iteration 50Q: 3 clusters Score -720797.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -720802.187500 Penalty: 4438.176270
	Iteration 51Q: 3 clusters Score -720802.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -720805.062500 Penalty: 4438.176270
	Iteration 52Q: 3 clusters Score -720805.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -720810.562500 Penalty: 4438.176270
	Iteration 53Q: 3 clusters Score -720810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -720812.187500 Penalty: 4438.176270
	Iteration 54Q: 3 clusters Score -720812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -720815.500000 Penalty: 4438.176270
	Iteration 55Q: 3 clusters Score -720815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -720818.375000 Penalty: 4438.176270
	Iteration 56Q: 3 clusters Score -720818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -720820.625000 Penalty: 4438.176270
	Iteration 57Q: 3 clusters Score -720820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -720820.375000 Penalty: 4438.176270
	Iteration 58Q: 3 clusters Score -720820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -720821.187500 Penalty: 4438.176270
	Iteration 59Q: 3 clusters Score -720821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -720821.875000 Penalty: 4438.176270
	Iteration 60F: 3 clusters Score -720821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1225811.750000 Penalty: 2334.068359
	Iteration 0F: 2 clusters Score -1225812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1216735.500000 Penalty: 4668.136719
	Iteration 0F: 3 clusters Score -1216736 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1219675.750000 Penalty: 4668.136719
	Iteration 1F: 3 clusters Score -1219676 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1220166.875000 Penalty: 4668.136719
	Iteration 2F: 3 clusters Score -1220167 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1220661.125000 Penalty: 4668.136719
	Iteration 3F: 3 clusters Score -1220661 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1221175.625000 Penalty: 4668.136719
	Iteration 4F: 3 clusters Score -1221176 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1221718.000000 Penalty: 4668.136719
	Iteration 5F: 3 clusters Score -1221718 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1222242.000000 Penalty: 4668.136719
	Iteration 6F: 3 clusters Score -1222242 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1222695.125000 Penalty: 4668.136719
	Iteration 7F: 3 clusters Score -1222695 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1223048.125000 Penalty: 4668.136719
	Iteration 8Q: 3 clusters Score -1223048 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1223260.750000 Penalty: 4668.136719
	Iteration 9Q: 3 clusters Score -1223261 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1223385.875000 Penalty: 4668.136719
	Iteration 10Q: 3 clusters Score -1223386 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1223469.875000 Penalty: 4668.136719
	Iteration 11Q: 3 clusters Score -1223470 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1223523.125000 Penalty: 4668.136719
	Iteration 12Q: 3 clusters Score -1223523 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1223566.750000 Penalty: 4668.136719
	Iteration 13Q: 3 clusters Score -1223567 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1223595.000000 Penalty: 4668.136719
	Iteration 14Q: 3 clusters Score -1223595 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1223622.125000 Penalty: 4668.136719
	Iteration 15Q: 3 clusters Score -1223622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1223643.375000 Penalty: 4668.136719
	Iteration 16Q: 3 clusters Score -1223643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1223658.250000 Penalty: 4668.136719
	Iteration 17Q: 3 clusters Score -1223658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1223673.500000 Penalty: 4668.136719
	Iteration 18Q: 3 clusters Score -1223674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1223680.000000 Penalty: 4668.136719
	Iteration 19Q: 3 clusters Score -1223680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1223685.625000 Penalty: 4668.136719
	Iteration 20F: 3 clusters Score -1223686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1223694.500000 Penalty: 4668.136719
	Iteration 21Q: 3 clusters Score -1223694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1223711.250000 Penalty: 4668.136719
	Iteration 22Q: 3 clusters Score -1223711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1223717.500000 Penalty: 4668.136719
	Iteration 23Q: 3 clusters Score -1223718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1223730.250000 Penalty: 4668.136719
	Iteration 24Q: 3 clusters Score -1223730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1223735.000000 Penalty: 4668.136719
	Iteration 25Q: 3 clusters Score -1223735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1223745.250000 Penalty: 4668.136719
	Iteration 26Q: 3 clusters Score -1223745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1223749.875000 Penalty: 4668.136719
	Iteration 27Q: 3 clusters Score -1223750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1223758.625000 Penalty: 4668.136719
	Iteration 28Q: 3 clusters Score -1223759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1223767.125000 Penalty: 4668.136719
	Iteration 29Q: 3 clusters Score -1223767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1223773.250000 Penalty: 4668.136719
	Iteration 30Q: 3 clusters Score -1223773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1223783.625000 Penalty: 4668.136719
	Iteration 31Q: 3 clusters Score -1223784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1223789.500000 Penalty: 4668.136719
	Iteration 32Q: 3 clusters Score -1223790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1223801.375000 Penalty: 4668.136719
	Iteration 33Q: 3 clusters Score -1223801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1223809.125000 Penalty: 4668.136719
	Iteration 34Q: 3 clusters Score -1223809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1223820.375000 Penalty: 4668.136719
	Iteration 35Q: 3 clusters Score -1223820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1223826.625000 Penalty: 4668.136719
	Iteration 36Q: 3 clusters Score -1223827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1223839.125000 Penalty: 4668.136719
	Iteration 37Q: 3 clusters Score -1223839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1223852.125000 Penalty: 4668.136719
	Iteration 38Q: 3 clusters Score -1223852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1223865.750000 Penalty: 4668.136719
	Iteration 39Q: 3 clusters Score -1223866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1223875.125000 Penalty: 4668.136719
	Iteration 40F: 3 clusters Score -1223875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1223886.500000 Penalty: 4668.136719
	Iteration 41Q: 3 clusters Score -1223886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1223893.125000 Penalty: 4668.136719
	Iteration 42Q: 3 clusters Score -1223893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1223905.250000 Penalty: 4668.136719
	Iteration 43Q: 3 clusters Score -1223905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1223912.250000 Penalty: 4668.136719
	Iteration 44Q: 3 clusters Score -1223912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1223923.375000 Penalty: 4668.136719
	Iteration 45Q: 3 clusters Score -1223923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1223932.500000 Penalty: 4668.136719
	Iteration 46Q: 3 clusters Score -1223932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1223944.125000 Penalty: 4668.136719
	Iteration 47Q: 3 clusters Score -1223944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1223952.625000 Penalty: 4668.136719
	Iteration 48Q: 3 clusters Score -1223953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1223959.250000 Penalty: 4668.136719
	Iteration 49Q: 3 clusters Score -1223959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1223969.375000 Penalty: 4668.136719
	Iteration 50Q: 3 clusters Score -1223969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1223974.500000 Penalty: 4668.136719
	Iteration 51Q: 3 clusters Score -1223974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1223984.000000 Penalty: 4668.136719
	Iteration 52Q: 3 clusters Score -1223984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1223995.500000 Penalty: 4668.136719
	Iteration 53Q: 3 clusters Score -1223996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1224005.750000 Penalty: 4668.136719
	Iteration 54Q: 3 clusters Score -1224006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1224018.875000 Penalty: 4668.136719
	Iteration 55Q: 3 clusters Score -1224019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1224025.125000 Penalty: 4668.136719
	Iteration 56Q: 3 clusters Score -1224025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1224033.625000 Penalty: 4668.136719
	Iteration 57Q: 3 clusters Score -1224034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1224047.750000 Penalty: 4668.136719
	Iteration 58Q: 3 clusters Score -1224048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1224058.000000 Penalty: 4668.136719
	Iteration 59Q: 3 clusters Score -1224058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1224065.625000 Penalty: 4668.136719
	Iteration 60F: 3 clusters Score -1224066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1224073.625000 Penalty: 4668.136719
	Iteration 61Q: 3 clusters Score -1224074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1224086.125000 Penalty: 4668.136719
	Iteration 62Q: 3 clusters Score -1224086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1224096.125000 Penalty: 4668.136719
	Iteration 63Q: 3 clusters Score -1224096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1224105.250000 Penalty: 4668.136719
	Iteration 64Q: 3 clusters Score -1224105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1224117.500000 Penalty: 4668.136719
	Iteration 65Q: 3 clusters Score -1224118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1224125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1224139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1224146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1224148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1224153.750000 Penalty: 4668.136719
	Iteration 70Q: 3 clusters Score -1224154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1224159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1224171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1224178.000000 Penalty: 4668.136719
	Iteration 73Q: 3 clusters Score -1224178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1224188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1224189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1224193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1224194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1224203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1224208.750000 Penalty: 4668.136719
	Iteration 79Q: 3 clusters Score -1224209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1224209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1224210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1224215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1224218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1224218 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1224219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1224222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1224222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1224223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1224225.000000 Penalty: 4668.136719
	Iteration 89Q: 3 clusters Score -1224225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1224229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1224231.500000 Penalty: 4668.136719
	Iteration 91Q: 3 clusters Score -1224232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1224240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1224240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1224246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1224252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1224259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1224266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1224271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1224274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1224280.000000 Penalty: 4668.136719
	Iteration 100F: 3 clusters Score -1224280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1224284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1224286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1224288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1224289.625000 Penalty: 4668.136719
	Iteration 104Q: 3 clusters Score -1224290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1224288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1224291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1224295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1224298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1224301.000000 Penalty: 4668.136719
	Iteration 109Q: 3 clusters Score -1224301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1224304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1224307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1224307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1224310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1224311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1224314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1224315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1224316.000000 Penalty: 4668.136719
	Iteration 117Q: 3 clusters Score -1224316 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1224316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1224320.875000 Penalty: 4668.136719
	Iteration 119Q: 3 clusters Score -1224321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1224322.875000 Penalty: 4668.136719
	Iteration 120F: 3 clusters Score -1224323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1224327.875000 Penalty: 4668.136719
	Iteration 121Q: 3 clusters Score -1224328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1224330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1224331.375000 Penalty: 4668.136719
	Iteration 123Q: 3 clusters Score -1224331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1224332.000000 Penalty: 4668.136719
	Iteration 124Q: 3 clusters Score -1224332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1224335.750000 Penalty: 4668.136719
	Iteration 125Q: 3 clusters Score -1224336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1224338.000000 Penalty: 4668.136719
	Iteration 126Q: 3 clusters Score -1224338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1224342.500000 Penalty: 4668.136719
	Iteration 127Q: 3 clusters Score -1224342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1224346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1224348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1224353.250000 Penalty: 4668.136719
	Iteration 130Q: 3 clusters Score -1224353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1224356.750000 Penalty: 4668.136719
	Iteration 131Q: 3 clusters Score -1224357 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1224362.000000 Penalty: 4668.136719
	Iteration 132Q: 3 clusters Score -1224362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1224366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1224374.625000 Penalty: 4668.136719
	Iteration 134Q: 3 clusters Score -1224375 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1224380.750000 Penalty: 4668.136719
	Iteration 135Q: 3 clusters Score -1224381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1224387.125000 Penalty: 4668.136719
	Iteration 136Q: 3 clusters Score -1224387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1224391.625000 Penalty: 4668.136719
	Iteration 137Q: 3 clusters Score -1224392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1224397.500000 Penalty: 4668.136719
	Iteration 138Q: 3 clusters Score -1224398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1224398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1224399.875000 Penalty: 4668.136719
	Iteration 140F: 3 clusters Score -1224400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1224400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1224402.750000 Penalty: 4668.136719
	Iteration 142Q: 3 clusters Score -1224403 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1224403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1224404.375000 Penalty: 4668.136719
	Iteration 144Q: 3 clusters Score -1224404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1224405.125000 Penalty: 4668.136719
	Iteration 145Q: 3 clusters Score -1224405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1224408.250000 Penalty: 4668.136719
	Iteration 146Q: 3 clusters Score -1224408 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1224410 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1224412.625000 Penalty: 4668.136719
	Iteration 148Q: 3 clusters Score -1224413 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1224414.250000 Penalty: 4668.136719
	Iteration 149Q: 3 clusters Score -1224414 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1224414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1224415.875000 Penalty: 4668.136719
	Iteration 151Q: 3 clusters Score -1224416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1224416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1224418.750000 Penalty: 4668.136719
	Iteration 153Q: 3 clusters Score -1224419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1224419.250000 Penalty: 4668.136719
	Iteration 154Q: 3 clusters Score -1224419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1224422.875000 Penalty: 4668.136719
	Iteration 155Q: 3 clusters Score -1224423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1224429.375000 Penalty: 4668.136719
	Iteration 156Q: 3 clusters Score -1224429 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1224430.750000 Penalty: 4668.136719
	Iteration 157Q: 3 clusters Score -1224431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1224433.125000 Penalty: 4668.136719
	Iteration 158Q: 3 clusters Score -1224433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1224438.875000 Penalty: 4668.136719
	Iteration 159Q: 3 clusters Score -1224439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1224441.375000 Penalty: 4668.136719
	Iteration 160F: 3 clusters Score -1224441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1224442.500000 Penalty: 4668.136719
	Iteration 161Q: 3 clusters Score -1224442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1224445.625000 Penalty: 4668.136719
	Iteration 162Q: 3 clusters Score -1224446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1224449.250000 Penalty: 4668.136719
	Iteration 163Q: 3 clusters Score -1224449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1224454.250000 Penalty: 4668.136719
	Iteration 164Q: 3 clusters Score -1224454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1224461.750000 Penalty: 4668.136719
	Iteration 165Q: 3 clusters Score -1224462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1224473.750000 Penalty: 4668.136719
	Iteration 166Q: 3 clusters Score -1224474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1224489.750000 Penalty: 4668.136719
	Iteration 167Q: 3 clusters Score -1224490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1224501.250000 Penalty: 4668.136719
	Iteration 168Q: 3 clusters Score -1224501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1224513.500000 Penalty: 4668.136719
	Iteration 169Q: 3 clusters Score -1224514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1224527.375000 Penalty: 4668.136719
	Iteration 170Q: 3 clusters Score -1224527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1224547.625000 Penalty: 4668.136719
	Iteration 171Q: 3 clusters Score -1224548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1224573.125000 Penalty: 4668.136719
	Iteration 172Q: 3 clusters Score -1224573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1224596.500000 Penalty: 4668.136719
	Iteration 173Q: 3 clusters Score -1224596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1224615.875000 Penalty: 4668.136719
	Iteration 174Q: 3 clusters Score -1224616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1224626.875000 Penalty: 4668.136719
	Iteration 175Q: 3 clusters Score -1224627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1224637.875000 Penalty: 4668.136719
	Iteration 176Q: 3 clusters Score -1224638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1224645.875000 Penalty: 4668.136719
	Iteration 177Q: 3 clusters Score -1224646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1224647.250000 Penalty: 4668.136719
	Iteration 178Q: 3 clusters Score -1224647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1224648.125000 Penalty: 4668.136719
	Iteration 179Q: 3 clusters Score -1224648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1224648.500000 Penalty: 4668.136719
	Iteration 180F: 3 clusters Score -1224648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1224648.625000 Penalty: 4668.136719
	Iteration 181Q: 3 clusters Score -1224649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1224648.375000 Penalty: 4668.136719
	Iteration 182Q: 3 clusters Score -1224648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1224648.125000 Penalty: 4668.136719
	Iteration 183Q: 3 clusters Score -1224648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1224648.125000 Penalty: 4668.136719
	Iteration 184Q: 3 clusters Score -1224648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1224649.375000 Penalty: 4668.136719
	Iteration 185Q: 3 clusters Score -1224649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1224649.375000 Penalty: 4668.136719
	Iteration 186F: 3 clusters Score -1224649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Entering Unmasked Estep 
Score: -1388458.750000 Penalty: 2357.670166
	Iteration 0F: 2 clusters Score -1388459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1378519.375000 Penalty: 4715.340332
	Iteration 0F: 3 clusters Score -1378519 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1381513.375000 Penalty: 4715.340332
	Iteration 1F: 3 clusters Score -1381513 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1381868.750000 Penalty: 4715.340332
	Iteration 2F: 3 clusters Score -1381869 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1382171.000000 Penalty: 4715.340332
	Iteration 3F: 3 clusters Score -1382171 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1382404.125000 Penalty: 4715.340332
	Iteration 4Q: 3 clusters Score -1382404 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1382647.875000 Penalty: 4715.340332
	Iteration 5Q: 3 clusters Score -1382648 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1382914.500000 Penalty: 4715.340332
	Iteration 6Q: 3 clusters Score -1382914 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1383240.500000 Penalty: 4715.340332
	Iteration 7Q: 3 clusters Score -1383240 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1383652.125000 Penalty: 4715.340332
	Iteration 8Q: 3 clusters Score -1383652 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1384065.750000 Penalty: 4715.340332
	Iteration 9Q: 3 clusters Score -1384066 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1384498.625000 Penalty: 4715.340332
	Iteration 10Q: 3 clusters Score -1384499 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1384909.750000 Penalty: 4715.340332
	Iteration 11Q: 3 clusters Score -1384910 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1385237.500000 Penalty: 4715.340332
	Iteration 12Q: 3 clusters Score -1385238 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1385481.625000 Penalty: 4715.340332
	Iteration 13Q: 3 clusters Score -1385482 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1385693.250000 Penalty: 4715.340332
	Iteration 14Q: 3 clusters Score -1385693 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1385865.750000 Penalty: 4715.340332
	Iteration 15Q: 3 clusters Score -1385866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1386024.625000 Penalty: 4715.340332
	Iteration 16Q: 3 clusters Score -1386025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1386140.000000 Penalty: 4715.340332
	Iteration 17Q: 3 clusters Score -1386140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1386208.250000 Penalty: 4715.340332
	Iteration 18Q: 3 clusters Score -1386208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1386245.375000 Penalty: 4715.340332
	Iteration 19Q: 3 clusters Score -1386245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1386272.875000 Penalty: 4715.340332
	Iteration 20F: 3 clusters Score -1386273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1386301.125000 Penalty: 4715.340332
	Iteration 21Q: 3 clusters Score -1386301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1386331.375000 Penalty: 4715.340332
	Iteration 22Q: 3 clusters Score -1386331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1386352.875000 Penalty: 4715.340332
	Iteration 23Q: 3 clusters Score -1386353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1386365.750000 Penalty: 4715.340332
	Iteration 24Q: 3 clusters Score -1386366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1386382.500000 Penalty: 4715.340332
	Iteration 25Q: 3 clusters Score -1386382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1386393.375000 Penalty: 4715.340332
	Iteration 26Q: 3 clusters Score -1386393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1386403.625000 Penalty: 4715.340332
	Iteration 27Q: 3 clusters Score -1386404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1386410.750000 Penalty: 4715.340332
	Iteration 28Q: 3 clusters Score -1386411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1386417.375000 Penalty: 4715.340332
	Iteration 29Q: 3 clusters Score -1386417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1386421.000000 Penalty: 4715.340332
	Iteration 30Q: 3 clusters Score -1386421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1386425.125000 Penalty: 4715.340332
	Iteration 31Q: 3 clusters Score -1386425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1386430.000000 Penalty: 4715.340332
	Iteration 32Q: 3 clusters Score -1386430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1386433.875000 Penalty: 4715.340332
	Iteration 33Q: 3 clusters Score -1386434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1386435.875000 Penalty: 4715.340332
	Iteration 34Q: 3 clusters Score -1386436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1386436.875000 Penalty: 4715.340332
	Iteration 35Q: 3 clusters Score -1386437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1386440.250000 Penalty: 4715.340332
	Iteration 36Q: 3 clusters Score -1386440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1386441.500000 Penalty: 4715.340332
	Iteration 37Q: 3 clusters Score -1386442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1386441.500000 Penalty: 4715.340332
	Iteration 38F: 3 clusters Score -1386442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -983678.937500 Penalty: 2277.961914
	Iteration 0F: 2 clusters Score -983678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -976191.437500 Penalty: 4555.923828
	Iteration 0F: 3 clusters Score -976191.4 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -978575.375000 Penalty: 4555.923828
	Iteration 1F: 3 clusters Score -978575.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -979099.937500 Penalty: 4555.923828
	Iteration 2F: 3 clusters Score -979099.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -979641.812500 Penalty: 4555.923828
	Iteration 3F: 3 clusters Score -979641.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -980270.625000 Penalty: 4555.923828
	Iteration 4F: 3 clusters Score -980270.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -980842.250000 Penalty: 4555.923828
	Iteration 5F: 3 clusters Score -980842.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -981208.312500 Penalty: 4555.923828
	Iteration 6F: 3 clusters Score -981208.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -981413.250000 Penalty: 4555.923828
	Iteration 7Q: 3 clusters Score -981413.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -981533.437500 Penalty: 4555.923828
	Iteration 8Q: 3 clusters Score -981533.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -981596.437500 Penalty: 4555.923828
	Iteration 9Q: 3 clusters Score -981596.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -981635.375000 Penalty: 4555.923828
	Iteration 10Q: 3 clusters Score -981635.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -981663.562500 Penalty: 4555.923828
	Iteration 11Q: 3 clusters Score -981663.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -981681.562500 Penalty: 4555.923828
	Iteration 12Q: 3 clusters Score -981681.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -981695.375000 Penalty: 4555.923828
	Iteration 13Q: 3 clusters Score -981695.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -981701.250000 Penalty: 4555.923828
	Iteration 14Q: 3 clusters Score -981701.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -981705.187500 Penalty: 4555.923828
	Iteration 15Q: 3 clusters Score -981705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -981707.437500 Penalty: 4555.923828
	Iteration 16Q: 3 clusters Score -981707.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -981710.812500 Penalty: 4555.923828
	Iteration 17Q: 3 clusters Score -981710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -981712.437500 Penalty: 4555.923828
	Iteration 18Q: 3 clusters Score -981712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -981711.875000 Penalty: 4555.923828
	Iteration 19Q: 3 clusters Score -981711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -981717.250000 Penalty: 4555.923828
	Iteration 20F: 3 clusters Score -981717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -981719.687500 Penalty: 4555.923828
	Iteration 21Q: 3 clusters Score -981719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -981719.187500 Penalty: 4555.923828
	Iteration 22Q: 3 clusters Score -981719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -981718.625000 Penalty: 4555.923828
	Iteration 23Q: 3 clusters Score -981718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -981719.875000 Penalty: 4555.923828
	Iteration 24Q: 3 clusters Score -981719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -981721.250000 Penalty: 4555.923828
	Iteration 25Q: 3 clusters Score -981721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -981721.187500 Penalty: 4555.923828
	Iteration 26Q: 3 clusters Score -981721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -981720.187500 Penalty: 4555.923828
	Iteration 27Q: 3 clusters Score -981720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -981720.687500 Penalty: 4555.923828
	Iteration 28Q: 3 clusters Score -981720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -981722.062500 Penalty: 4555.923828
	Iteration 29Q: 3 clusters Score -981722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -981722.937500 Penalty: 4555.923828
	Iteration 30Q: 3 clusters Score -981722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -981723.500000 Penalty: 4555.923828
	Iteration 31Q: 3 clusters Score -981723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -981723.500000 Penalty: 4555.923828
	Iteration 32F: 3 clusters Score -981723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Entering Unmasked Estep 
Score: -7438541.000000 Penalty: 2774.767822
	Iteration 0F: 2 clusters Score -7438541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -7390219.500000 Penalty: 5549.535645
	Iteration 0F: 3 clusters Score -7390220 nChanged 33759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -7409206.000000 Penalty: 5549.535645
	Iteration 1F: 3 clusters Score -7409206 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7410169.500000 Penalty: 5549.535645
	Iteration 2Q: 3 clusters Score -7410170 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -7411320.000000 Penalty: 5549.535645
	Iteration 3Q: 3 clusters Score -7411320 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -7412785.000000 Penalty: 5549.535645
	Iteration 4F: 3 clusters Score -7412785 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -7414611.000000 Penalty: 5549.535645
	Iteration 5F: 3 clusters Score -7414611 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -7416723.500000 Penalty: 5549.535645
	Iteration 6F: 3 clusters Score -7416724 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7418963.000000 Penalty: 5549.535645
	Iteration 7F: 3 clusters Score -7418963 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -7421231.500000 Penalty: 5549.535645
	Iteration 8F: 3 clusters Score -7421232 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -7423547.000000 Penalty: 5549.535645
	Iteration 9F: 3 clusters Score -7423547 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -7426098.000000 Penalty: 5549.535645
	Iteration 10F: 3 clusters Score -7426098 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -7428953.500000 Penalty: 5549.535645
	Iteration 11Q: 3 clusters Score -7428954 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7431897.000000 Penalty: 5549.535645
	Iteration 12Q: 3 clusters Score -7431897 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7434043.500000 Penalty: 5549.535645
	Iteration 13Q: 3 clusters Score -7434044 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7435206.500000 Penalty: 5549.535645
	Iteration 14Q: 3 clusters Score -7435206 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7435639.000000 Penalty: 5549.535645
	Iteration 15Q: 3 clusters Score -7435639 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7435857.000000 Penalty: 5549.535645
	Iteration 16Q: 3 clusters Score -7435857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7435939.500000 Penalty: 5549.535645
	Iteration 17Q: 3 clusters Score -7435940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7435998.000000 Penalty: 5549.535645
	Iteration 18Q: 3 clusters Score -7435998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7436024.000000 Penalty: 5549.535645
	Iteration 19Q: 3 clusters Score -7436024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7436041.500000 Penalty: 5549.535645
	Iteration 20F: 3 clusters Score -7436042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7436055.500000 Penalty: 5549.535645
	Iteration 21Q: 3 clusters Score -7436056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7436074.500000 Penalty: 5549.535645
	Iteration 22Q: 3 clusters Score -7436074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7436084.500000 Penalty: 5549.535645
	Iteration 23Q: 3 clusters Score -7436084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7436099.000000 Penalty: 5549.535645
	Iteration 24Q: 3 clusters Score -7436099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7436109.000000 Penalty: 5549.535645
	Iteration 25Q: 3 clusters Score -7436109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7436109.000000 Penalty: 5549.535645
	Iteration 26Q: 3 clusters Score -7436109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7436109.000000 Penalty: 5549.535645
	Iteration 27Q: 3 clusters Score -7436109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7436112.000000 Penalty: 5549.535645
	Iteration 28Q: 3 clusters Score -7436112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7436112.500000 Penalty: 5549.535645
	Iteration 29Q: 3 clusters Score -7436112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7436113.500000 Penalty: 5549.535645
	Iteration 30Q: 3 clusters Score -7436114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7436114.500000 Penalty: 5549.535645
	Iteration 31Q: 3 clusters Score -7436114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7436114.500000 Penalty: 5549.535645
	Iteration 32Q: 3 clusters Score -7436114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7436114.500000 Penalty: 5549.535645
	Iteration 33F: 3 clusters Score -7436114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -83201.921875 Penalty: 1691.093140
	Iteration 0F: 2 clusters Score -83201.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81377.117188 Penalty: 3382.186279
	Iteration 0F: 3 clusters Score -81377.12 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81638.851562 Penalty: 3382.186279
	Iteration 1F: 3 clusters Score -81638.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81744.328125 Penalty: 3382.186279
	Iteration 2F: 3 clusters Score -81744.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81790.257812 Penalty: 3382.186279
	Iteration 3Q: 3 clusters Score -81790.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81821.968750 Penalty: 3382.186279
	Iteration 4Q: 3 clusters Score -81821.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81862.773438 Penalty: 3382.186279
	Iteration 5Q: 3 clusters Score -81862.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81890.476562 Penalty: 3382.186279
	Iteration 6Q: 3 clusters Score -81890.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81925.539062 Penalty: 3382.186279
	Iteration 7Q: 3 clusters Score -81925.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81964.953125 Penalty: 3382.186279
	Iteration 8Q: 3 clusters Score -81964.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81988.203125 Penalty: 3382.186279
	Iteration 9Q: 3 clusters Score -81988.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82015.773438 Penalty: 3382.186279
	Iteration 10Q: 3 clusters Score -82015.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82046.765625 Penalty: 3382.186279
	Iteration 11Q: 3 clusters Score -82046.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82103.039062 Penalty: 3382.186279
	Iteration 12Q: 3 clusters Score -82103.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82146.414062 Penalty: 3382.186279
	Iteration 13Q: 3 clusters Score -82146.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82203.132812 Penalty: 3382.186279
	Iteration 14Q: 3 clusters Score -82203.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82274.125000 Penalty: 3382.186279
	Iteration 15Q: 3 clusters Score -82274.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82372.945312 Penalty: 3382.186279
	Iteration 16Q: 3 clusters Score -82372.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -82473.765625 Penalty: 3382.186279
	Iteration 17Q: 3 clusters Score -82473.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82539.335938 Penalty: 3382.186279
	Iteration 18Q: 3 clusters Score -82539.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82606.281250 Penalty: 3382.186279
	Iteration 19Q: 3 clusters Score -82606.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82637.390625 Penalty: 3382.186279
	Iteration 20F: 3 clusters Score -82637.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82673.421875 Penalty: 3382.186279
	Iteration 21Q: 3 clusters Score -82673.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82698.125000 Penalty: 3382.186279
	Iteration 22Q: 3 clusters Score -82698.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82716.296875 Penalty: 3382.186279
	Iteration 23Q: 3 clusters Score -82716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -82724.093750 Penalty: 3382.186279
	Iteration 24Q: 3 clusters Score -82724.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82736.320312 Penalty: 3382.186279
	Iteration 25Q: 3 clusters Score -82736.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82749.718750 Penalty: 3382.186279
	Iteration 26Q: 3 clusters Score -82749.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82766.250000 Penalty: 3382.186279
	Iteration 27Q: 3 clusters Score -82766.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -82774.414062 Penalty: 3382.186279
	Iteration 28Q: 3 clusters Score -82774.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -82783.492188 Penalty: 3382.186279
	Iteration 29Q: 3 clusters Score -82783.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82790.968750 Penalty: 3382.186279
	Iteration 30Q: 3 clusters Score -82790.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82808.335938 Penalty: 3382.186279
	Iteration 31Q: 3 clusters Score -82808.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -82818.687500 Penalty: 3382.186279
	Iteration 32Q: 3 clusters Score -82818.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -82832.195312 Penalty: 3382.186279
	Iteration 33Q: 3 clusters Score -82832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82850.906250 Penalty: 3382.186279
	Iteration 34Q: 3 clusters Score -82850.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -82867.429688 Penalty: 3382.186279
	Iteration 35Q: 3 clusters Score -82867.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82884.093750 Penalty: 3382.186279
	Iteration 36Q: 3 clusters Score -82884.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82889.734375 Penalty: 3382.186279
	Iteration 37Q: 3 clusters Score -82889.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82898.367188 Penalty: 3382.186279
	Iteration 38Q: 3 clusters Score -82898.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -82902.031250 Penalty: 3382.186279
	Iteration 39Q: 3 clusters Score -82902.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -82909.750000 Penalty: 3382.186279
	Iteration 40F: 3 clusters Score -82909.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82920.648438 Penalty: 3382.186279
	Iteration 41Q: 3 clusters Score -82920.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -82923.765625 Penalty: 3382.186279
	Iteration 42Q: 3 clusters Score -82923.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -82933.679688 Penalty: 3382.186279
	Iteration 43Q: 3 clusters Score -82933.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -82948.710938 Penalty: 3382.186279
	Iteration 44Q: 3 clusters Score -82948.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -82957.054688 Penalty: 3382.186279
	Iteration 45Q: 3 clusters Score -82957.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82966.390625 Penalty: 3382.186279
	Iteration 46Q: 3 clusters Score -82966.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82973.492188 Penalty: 3382.186279
	Iteration 47Q: 3 clusters Score -82973.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82981.851562 Penalty: 3382.186279
	Iteration 48Q: 3 clusters Score -82981.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -83013.812500 Penalty: 3382.186279
	Iteration 49Q: 3 clusters Score -83013.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -83026.921875 Penalty: 3382.186279
	Iteration 50Q: 3 clusters Score -83026.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83044.265625 Penalty: 3382.186279
	Iteration 51Q: 3 clusters Score -83044.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -83061.507812 Penalty: 3382.186279
	Iteration 52Q: 3 clusters Score -83061.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -83069.671875 Penalty: 3382.186279
	Iteration 53Q: 3 clusters Score -83069.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -83078.078125 Penalty: 3382.186279
	Iteration 54Q: 3 clusters Score -83078.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -83092.796875 Penalty: 3382.186279
	Iteration 55Q: 3 clusters Score -83092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -83100.867188 Penalty: 3382.186279
	Iteration 56Q: 3 clusters Score -83100.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -83106.375000 Penalty: 3382.186279
	Iteration 57Q: 3 clusters Score -83106.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -83108.835938 Penalty: 3382.186279
	Iteration 58Q: 3 clusters Score -83108.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -83112.640625 Penalty: 3382.186279
	Iteration 59Q: 3 clusters Score -83112.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83122.453125 Penalty: 3382.186279
	Iteration 60F: 3 clusters Score -83122.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -83138.289062 Penalty: 3382.186279
	Iteration 61Q: 3 clusters Score -83138.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -83162.898438 Penalty: 3382.186279
	Iteration 62Q: 3 clusters Score -83162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -83186.656250 Penalty: 3382.186279
	Iteration 63Q: 3 clusters Score -83186.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83219.281250 Penalty: 3382.186279
	Iteration 64Q: 3 clusters Score -83219.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83236.515625 Penalty: 3382.186279
	Iteration 65Q: 3 clusters Score -83236.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -83238.632812 Penalty: 3382.186279
	Iteration 66Q: 3 clusters Score -83238.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -83238.632812 Penalty: 3382.186279
	Iteration 67F: 3 clusters Score -83238.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9476 members 
Mstep: Class 37 contains 5222 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17347 members 
Mstep: Class 43 contains 27610 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9905 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55340 members 
Mstep: Class 52 contains 210284 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71618 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27182 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Mstep: Class 64 contains 670 members 
Entering Unmasked Estep 
Score: -96225880.000000 Penalty: 219213.828125
Splitting cluster 17 changes total score from -96227456.000000 to -96225880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -782332.937500 Penalty: 2218.183838
	Iteration 0F: 2 clusters Score -782332.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -776157.937500 Penalty: 4436.367676
	Iteration 0F: 3 clusters Score -776157.9 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -777907.687500 Penalty: 4436.367676
	Iteration 1F: 3 clusters Score -777907.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -778332.375000 Penalty: 4436.367676
	Iteration 2F: 3 clusters Score -778332.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -778787.687500 Penalty: 4436.367676
	Iteration 3F: 3 clusters Score -778787.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -779301.375000 Penalty: 4436.367676
	Iteration 4F: 3 clusters Score -779301.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -779800.875000 Penalty: 4436.367676
	Iteration 5F: 3 clusters Score -779800.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -780122.062500 Penalty: 4436.367676
	Iteration 6F: 3 clusters Score -780122.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -780311.562500 Penalty: 4436.367676
	Iteration 7Q: 3 clusters Score -780311.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -780430.812500 Penalty: 4436.367676
	Iteration 8Q: 3 clusters Score -780430.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -780498.125000 Penalty: 4436.367676
	Iteration 9Q: 3 clusters Score -780498.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -780536.687500 Penalty: 4436.367676
	Iteration 10Q: 3 clusters Score -780536.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -780562.187500 Penalty: 4436.367676
	Iteration 11Q: 3 clusters Score -780562.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -780585.125000 Penalty: 4436.367676
	Iteration 12Q: 3 clusters Score -780585.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -780594.687500 Penalty: 4436.367676
	Iteration 13Q: 3 clusters Score -780594.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -780604.562500 Penalty: 4436.367676
	Iteration 14Q: 3 clusters Score -780604.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -780612.625000 Penalty: 4436.367676
	Iteration 15Q: 3 clusters Score -780612.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -780617.062500 Penalty: 4436.367676
	Iteration 16Q: 3 clusters Score -780617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -780618.812500 Penalty: 4436.367676
	Iteration 17Q: 3 clusters Score -780618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -780618.062500 Penalty: 4436.367676
	Iteration 18Q: 3 clusters Score -780618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -780617.250000 Penalty: 4436.367676
	Iteration 19Q: 3 clusters Score -780617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -780619.500000 Penalty: 4436.367676
	Iteration 20F: 3 clusters Score -780619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -780620.250000 Penalty: 4436.367676
	Iteration 21Q: 3 clusters Score -780620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -780619.000000 Penalty: 4436.367676
	Iteration 22Q: 3 clusters Score -780619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -780620.875000 Penalty: 4436.367676
	Iteration 23Q: 3 clusters Score -780620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -780620.687500 Penalty: 4436.367676
	Iteration 24Q: 3 clusters Score -780620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -780620.937500 Penalty: 4436.367676
	Iteration 25Q: 3 clusters Score -780620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -780622.625000 Penalty: 4436.367676
	Iteration 26Q: 3 clusters Score -780622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -780624.812500 Penalty: 4436.367676
	Iteration 27Q: 3 clusters Score -780624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -780625.875000 Penalty: 4436.367676
	Iteration 28Q: 3 clusters Score -780625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -780627.125000 Penalty: 4436.367676
	Iteration 29Q: 3 clusters Score -780627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -780629.562500 Penalty: 4436.367676
	Iteration 30Q: 3 clusters Score -780629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -780633.687500 Penalty: 4436.367676
	Iteration 31Q: 3 clusters Score -780633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -780632.437500 Penalty: 4436.367676
	Iteration 32Q: 3 clusters Score -780632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -780632.000000 Penalty: 4436.367676
	Iteration 33Q: 3 clusters Score -780632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -780635.062500 Penalty: 4436.367676
	Iteration 34Q: 3 clusters Score -780635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -780635.562500 Penalty: 4436.367676
	Iteration 35Q: 3 clusters Score -780635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -780636.437500 Penalty: 4436.367676
	Iteration 36Q: 3 clusters Score -780636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -780634.687500 Penalty: 4436.367676
	Iteration 37Q: 3 clusters Score -780634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -780634.437500 Penalty: 4436.367676
	Iteration 38Q: 3 clusters Score -780634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -780634.437500 Penalty: 4436.367676
	Iteration 39F: 3 clusters Score -780634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -770759.000000 Penalty: 2208.617676
	Iteration 0F: 2 clusters Score -770759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -764670.250000 Penalty: 4417.235352
	Iteration 0F: 3 clusters Score -764670.2 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -766384.750000 Penalty: 4417.235352
	Iteration 1F: 3 clusters Score -766384.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -766688.687500 Penalty: 4417.235352
	Iteration 2F: 3 clusters Score -766688.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -766972.500000 Penalty: 4417.235352
	Iteration 3F: 3 clusters Score -766972.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -767283.062500 Penalty: 4417.235352
	Iteration 4F: 3 clusters Score -767283.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -767666.187500 Penalty: 4417.235352
	Iteration 5F: 3 clusters Score -767666.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -768070.437500 Penalty: 4417.235352
	Iteration 6F: 3 clusters Score -768070.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -768421.125000 Penalty: 4417.235352
	Iteration 7F: 3 clusters Score -768421.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -768678.375000 Penalty: 4417.235352
	Iteration 8Q: 3 clusters Score -768678.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -768854.687500 Penalty: 4417.235352
	Iteration 9Q: 3 clusters Score -768854.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -768944.125000 Penalty: 4417.235352
	Iteration 10Q: 3 clusters Score -768944.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -768994.312500 Penalty: 4417.235352
	Iteration 11Q: 3 clusters Score -768994.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -769016.187500 Penalty: 4417.235352
	Iteration 12Q: 3 clusters Score -769016.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -769030.062500 Penalty: 4417.235352
	Iteration 13Q: 3 clusters Score -769030.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -769040.312500 Penalty: 4417.235352
	Iteration 14Q: 3 clusters Score -769040.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -769046.812500 Penalty: 4417.235352
	Iteration 15Q: 3 clusters Score -769046.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -769053.250000 Penalty: 4417.235352
	Iteration 16Q: 3 clusters Score -769053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -769054.875000 Penalty: 4417.235352
	Iteration 17Q: 3 clusters Score -769054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -769059.562500 Penalty: 4417.235352
	Iteration 18Q: 3 clusters Score -769059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -769061.625000 Penalty: 4417.235352
	Iteration 19Q: 3 clusters Score -769061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -769061.062500 Penalty: 4417.235352
	Iteration 20F: 3 clusters Score -769061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -769061.250000 Penalty: 4417.235352
	Iteration 21Q: 3 clusters Score -769061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -769061.750000 Penalty: 4417.235352
	Iteration 22Q: 3 clusters Score -769061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -769062.625000 Penalty: 4417.235352
	Iteration 23Q: 3 clusters Score -769062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -769062.625000 Penalty: 4417.235352
	Iteration 24F: 3 clusters Score -769062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -441035.218750 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -441035.2 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 2271 members 
Entering Unmasked Estep 
Score: -436837.375000 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -436837.4 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -437785.406250 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -437785.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -437994.625000 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -437994.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -438116.062500 Penalty: 4172.819824
	Iteration 3Q: 3 clusters Score -438116.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -438198.437500 Penalty: 4172.819824
	Iteration 4Q: 3 clusters Score -438198.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -438276.187500 Penalty: 4172.819824
	Iteration 5Q: 3 clusters Score -438276.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -438325.656250 Penalty: 4172.819824
	Iteration 6Q: 3 clusters Score -438325.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -438367.156250 Penalty: 4172.819824
	Iteration 7Q: 3 clusters Score -438367.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -438418.531250 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -438418.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -438458.562500 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -438458.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -438514.218750 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -438514.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -438573.656250 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -438573.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -438630.937500 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -438630.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -438687.750000 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -438687.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -438744.000000 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -438744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -438798.750000 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -438798.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -438854.250000 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -438854.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -438911.406250 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -438911.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -438969.500000 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -438969.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -439034.875000 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -439034.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -439088.062500 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -439088.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -439160.562500 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -439160.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -439247.781250 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -439247.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -439313.750000 Penalty: 4172.819824
	Iteration 23Q: 3 clusters Score -439313.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -439374.187500 Penalty: 4172.819824
	Iteration 24Q: 3 clusters Score -439374.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -439436.250000 Penalty: 4172.819824
	Iteration 25Q: 3 clusters Score -439436.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -439486.593750 Penalty: 4172.819824
	Iteration 26Q: 3 clusters Score -439486.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -439528.531250 Penalty: 4172.819824
	Iteration 27Q: 3 clusters Score -439528.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -439578.593750 Penalty: 4172.819824
	Iteration 28Q: 3 clusters Score -439578.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -439611.218750 Penalty: 4172.819824
	Iteration 29Q: 3 clusters Score -439611.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -439652.843750 Penalty: 4172.819824
	Iteration 30Q: 3 clusters Score -439652.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -439680.906250 Penalty: 4172.819824
	Iteration 31Q: 3 clusters Score -439680.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -439716.875000 Penalty: 4172.819824
	Iteration 32Q: 3 clusters Score -439716.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -439752.062500 Penalty: 4172.819824
	Iteration 33Q: 3 clusters Score -439752.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -439780.906250 Penalty: 4172.819824
	Iteration 34Q: 3 clusters Score -439780.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -439805.406250 Penalty: 4172.819824
	Iteration 35Q: 3 clusters Score -439805.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -439825.750000 Penalty: 4172.819824
	Iteration 36Q: 3 clusters Score -439825.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -439838.968750 Penalty: 4172.819824
	Iteration 37Q: 3 clusters Score -439839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -439845.593750 Penalty: 4172.819824
	Iteration 38Q: 3 clusters Score -439845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -439852.031250 Penalty: 4172.819824
	Iteration 39Q: 3 clusters Score -439852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -439861.000000 Penalty: 4172.819824
	Iteration 40F: 3 clusters Score -439861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -439870.906250 Penalty: 4172.819824
	Iteration 41Q: 3 clusters Score -439870.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -439880.437500 Penalty: 4172.819824
	Iteration 42Q: 3 clusters Score -439880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -439890.343750 Penalty: 4172.819824
	Iteration 43Q: 3 clusters Score -439890.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -439893.656250 Penalty: 4172.819824
	Iteration 44Q: 3 clusters Score -439893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -439894.468750 Penalty: 4172.819824
	Iteration 45Q: 3 clusters Score -439894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -439894.468750 Penalty: 4172.819824
	Iteration 46F: 3 clusters Score -439894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Entering Unmasked Estep 
Score: -1180765.000000 Penalty: 2318.112793
	Iteration 0F: 2 clusters Score -1180765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1172127.500000 Penalty: 4636.225586
	Iteration 0F: 3 clusters Score -1172128 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1174708.500000 Penalty: 4636.225586
	Iteration 1F: 3 clusters Score -1174708 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1175214.125000 Penalty: 4636.225586
	Iteration 2F: 3 clusters Score -1175214 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1175841.125000 Penalty: 4636.225586
	Iteration 3F: 3 clusters Score -1175841 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1176664.625000 Penalty: 4636.225586
	Iteration 4F: 3 clusters Score -1176665 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1177506.125000 Penalty: 4636.225586
	Iteration 5F: 3 clusters Score -1177506 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1178192.375000 Penalty: 4636.225586
	Iteration 6F: 3 clusters Score -1178192 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1178619.750000 Penalty: 4636.225586
	Iteration 7F: 3 clusters Score -1178620 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1178887.125000 Penalty: 4636.225586
	Iteration 8Q: 3 clusters Score -1178887 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1179047.875000 Penalty: 4636.225586
	Iteration 9Q: 3 clusters Score -1179048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1179168.000000 Penalty: 4636.225586
	Iteration 10Q: 3 clusters Score -1179168 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1179290.250000 Penalty: 4636.225586
	Iteration 11Q: 3 clusters Score -1179290 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1179404.625000 Penalty: 4636.225586
	Iteration 12Q: 3 clusters Score -1179405 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1179507.500000 Penalty: 4636.225586
	Iteration 13Q: 3 clusters Score -1179508 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1179605.375000 Penalty: 4636.225586
	Iteration 14Q: 3 clusters Score -1179605 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1179683.125000 Penalty: 4636.225586
	Iteration 15Q: 3 clusters Score -1179683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1179731.250000 Penalty: 4636.225586
	Iteration 16Q: 3 clusters Score -1179731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1179767.250000 Penalty: 4636.225586
	Iteration 17Q: 3 clusters Score -1179767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1179792.500000 Penalty: 4636.225586
	Iteration 18Q: 3 clusters Score -1179792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1179807.125000 Penalty: 4636.225586
	Iteration 19Q: 3 clusters Score -1179807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1179825.375000 Penalty: 4636.225586
	Iteration 20F: 3 clusters Score -1179825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1179836.625000 Penalty: 4636.225586
	Iteration 21Q: 3 clusters Score -1179837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1179847.000000 Penalty: 4636.225586
	Iteration 22Q: 3 clusters Score -1179847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1179858.500000 Penalty: 4636.225586
	Iteration 23Q: 3 clusters Score -1179858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1179865.125000 Penalty: 4636.225586
	Iteration 24Q: 3 clusters Score -1179865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1179878.000000 Penalty: 4636.225586
	Iteration 25Q: 3 clusters Score -1179878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1179885.625000 Penalty: 4636.225586
	Iteration 26Q: 3 clusters Score -1179886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1179894.125000 Penalty: 4636.225586
	Iteration 27Q: 3 clusters Score -1179894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1179900.125000 Penalty: 4636.225586
	Iteration 28Q: 3 clusters Score -1179900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1179905.250000 Penalty: 4636.225586
	Iteration 29Q: 3 clusters Score -1179905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1179908.750000 Penalty: 4636.225586
	Iteration 30Q: 3 clusters Score -1179909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1179909.500000 Penalty: 4636.225586
	Iteration 31Q: 3 clusters Score -1179910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1179913.750000 Penalty: 4636.225586
	Iteration 32Q: 3 clusters Score -1179914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1179919.750000 Penalty: 4636.225586
	Iteration 33Q: 3 clusters Score -1179920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1179924.000000 Penalty: 4636.225586
	Iteration 34Q: 3 clusters Score -1179924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1179926.875000 Penalty: 4636.225586
	Iteration 35Q: 3 clusters Score -1179927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1179927.875000 Penalty: 4636.225586
	Iteration 36Q: 3 clusters Score -1179928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1179933.750000 Penalty: 4636.225586
	Iteration 37Q: 3 clusters Score -1179934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1179933.875000 Penalty: 4636.225586
	Iteration 38Q: 3 clusters Score -1179934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1179937.125000 Penalty: 4636.225586
	Iteration 39Q: 3 clusters Score -1179937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1179944.625000 Penalty: 4636.225586
	Iteration 40F: 3 clusters Score -1179945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1179947.250000 Penalty: 4636.225586
	Iteration 41Q: 3 clusters Score -1179947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1179950.750000 Penalty: 4636.225586
	Iteration 42Q: 3 clusters Score -1179951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1179953.000000 Penalty: 4636.225586
	Iteration 43Q: 3 clusters Score -1179953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1179955.750000 Penalty: 4636.225586
	Iteration 44Q: 3 clusters Score -1179956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1179956.750000 Penalty: 4636.225586
	Iteration 45Q: 3 clusters Score -1179957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1179956.000000 Penalty: 4636.225586
	Iteration 46Q: 3 clusters Score -1179956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1179956.500000 Penalty: 4636.225586
	Iteration 47Q: 3 clusters Score -1179956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1179959.875000 Penalty: 4636.225586
	Iteration 48Q: 3 clusters Score -1179960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1179959.250000 Penalty: 4636.225586
	Iteration 49Q: 3 clusters Score -1179959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1179964.375000 Penalty: 4636.225586
	Iteration 50Q: 3 clusters Score -1179964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1179964.500000 Penalty: 4636.225586
	Iteration 51Q: 3 clusters Score -1179964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1179962.375000 Penalty: 4636.225586
	Iteration 52Q: 3 clusters Score -1179962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1179963.625000 Penalty: 4636.225586
	Iteration 53Q: 3 clusters Score -1179964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1179965.250000 Penalty: 4636.225586
	Iteration 54Q: 3 clusters Score -1179965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1179964.375000 Penalty: 4636.225586
	Iteration 55Q: 3 clusters Score -1179964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1179966.875000 Penalty: 4636.225586
	Iteration 56Q: 3 clusters Score -1179967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1179967.625000 Penalty: 4636.225586
	Iteration 57Q: 3 clusters Score -1179968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1179972.625000 Penalty: 4636.225586
	Iteration 58Q: 3 clusters Score -1179973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1179972.375000 Penalty: 4636.225586
	Iteration 59Q: 3 clusters Score -1179972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1179972.375000 Penalty: 4636.225586
	Iteration 60F: 3 clusters Score -1179972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1179970.000000 Penalty: 4636.225586
	Iteration 61Q: 3 clusters Score -1179970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1179972.125000 Penalty: 4636.225586
	Iteration 62Q: 3 clusters Score -1179972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1179970.875000 Penalty: 4636.225586
	Iteration 63Q: 3 clusters Score -1179971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1179971.375000 Penalty: 4636.225586
	Iteration 64Q: 3 clusters Score -1179971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1179971.875000 Penalty: 4636.225586
	Iteration 65Q: 3 clusters Score -1179972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1179975.750000 Penalty: 4636.225586
	Iteration 66Q: 3 clusters Score -1179976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1179972.875000 Penalty: 4636.225586
	Iteration 67Q: 3 clusters Score -1179973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1179974.125000 Penalty: 4636.225586
	Iteration 68Q: 3 clusters Score -1179974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1179973.500000 Penalty: 4636.225586
	Iteration 69Q: 3 clusters Score -1179974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1179973.500000 Penalty: 4636.225586
	Iteration 70F: 3 clusters Score -1179974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -515915.531250 Penalty: 2126.714600
	Iteration 0F: 2 clusters Score -515915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -511258.156250 Penalty: 4253.429199
	Iteration 0F: 3 clusters Score -511258.2 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -512368.250000 Penalty: 4253.429199
	Iteration 1F: 3 clusters Score -512368.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -512594.281250 Penalty: 4253.429199
	Iteration 2F: 3 clusters Score -512594.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -512765.781250 Penalty: 4253.429199
	Iteration 3F: 3 clusters Score -512765.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -512899.812500 Penalty: 4253.429199
	Iteration 4Q: 3 clusters Score -512899.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -512987.187500 Penalty: 4253.429199
	Iteration 5Q: 3 clusters Score -512987.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -513042.937500 Penalty: 4253.429199
	Iteration 6Q: 3 clusters Score -513042.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -513091.093750 Penalty: 4253.429199
	Iteration 7Q: 3 clusters Score -513091.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -513144.812500 Penalty: 4253.429199
	Iteration 8Q: 3 clusters Score -513144.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -513189.781250 Penalty: 4253.429199
	Iteration 9Q: 3 clusters Score -513189.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -513229.750000 Penalty: 4253.429199
	Iteration 10Q: 3 clusters Score -513229.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -513269.906250 Penalty: 4253.429199
	Iteration 11Q: 3 clusters Score -513269.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -513312.781250 Penalty: 4253.429199
	Iteration 12Q: 3 clusters Score -513312.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -513358.000000 Penalty: 4253.429199
	Iteration 13Q: 3 clusters Score -513358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -513398.562500 Penalty: 4253.429199
	Iteration 14Q: 3 clusters Score -513398.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -513437.250000 Penalty: 4253.429199
	Iteration 15Q: 3 clusters Score -513437.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -513472.750000 Penalty: 4253.429199
	Iteration 16Q: 3 clusters Score -513472.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -513510.437500 Penalty: 4253.429199
	Iteration 17Q: 3 clusters Score -513510.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -513548.062500 Penalty: 4253.429199
	Iteration 18Q: 3 clusters Score -513548.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -513588.906250 Penalty: 4253.429199
	Iteration 19Q: 3 clusters Score -513588.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -513637.156250 Penalty: 4253.429199
	Iteration 20F: 3 clusters Score -513637.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -513683.250000 Penalty: 4253.429199
	Iteration 21Q: 3 clusters Score -513683.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -513715.750000 Penalty: 4253.429199
	Iteration 22Q: 3 clusters Score -513715.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -513753.937500 Penalty: 4253.429199
	Iteration 23Q: 3 clusters Score -513753.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -513793.656250 Penalty: 4253.429199
	Iteration 24Q: 3 clusters Score -513793.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -513847.156250 Penalty: 4253.429199
	Iteration 25Q: 3 clusters Score -513847.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -513907.625000 Penalty: 4253.429199
	Iteration 26Q: 3 clusters Score -513907.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -513953.281250 Penalty: 4253.429199
	Iteration 27Q: 3 clusters Score -513953.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -513997.968750 Penalty: 4253.429199
	Iteration 28Q: 3 clusters Score -513998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -514035.031250 Penalty: 4253.429199
	Iteration 29Q: 3 clusters Score -514035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -514063.687500 Penalty: 4253.429199
	Iteration 30Q: 3 clusters Score -514063.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -514090.625000 Penalty: 4253.429199
	Iteration 31Q: 3 clusters Score -514090.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -514115.187500 Penalty: 4253.429199
	Iteration 32Q: 3 clusters Score -514115.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -514132.875000 Penalty: 4253.429199
	Iteration 33Q: 3 clusters Score -514132.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -514147.031250 Penalty: 4253.429199
	Iteration 34Q: 3 clusters Score -514147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -514159.031250 Penalty: 4253.429199
	Iteration 35Q: 3 clusters Score -514159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -514167.312500 Penalty: 4253.429199
	Iteration 36Q: 3 clusters Score -514167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -514173.625000 Penalty: 4253.429199
	Iteration 37Q: 3 clusters Score -514173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -514183.187500 Penalty: 4253.429199
	Iteration 38Q: 3 clusters Score -514183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -514192.687500 Penalty: 4253.429199
	Iteration 39Q: 3 clusters Score -514192.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -514202.906250 Penalty: 4253.429199
	Iteration 40F: 3 clusters Score -514202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -514210.718750 Penalty: 4253.429199
	Iteration 41Q: 3 clusters Score -514210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -514215.812500 Penalty: 4253.429199
	Iteration 42Q: 3 clusters Score -514215.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -514224.750000 Penalty: 4253.429199
	Iteration 43Q: 3 clusters Score -514224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -514228.718750 Penalty: 4253.429199
	Iteration 44Q: 3 clusters Score -514228.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -514231.968750 Penalty: 4253.429199
	Iteration 45Q: 3 clusters Score -514232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -514233.937500 Penalty: 4253.429199
	Iteration 46Q: 3 clusters Score -514233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -514236.968750 Penalty: 4253.429199
	Iteration 47Q: 3 clusters Score -514237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -514240.937500 Penalty: 4253.429199
	Iteration 48Q: 3 clusters Score -514240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -514248.687500 Penalty: 4253.429199
	Iteration 49Q: 3 clusters Score -514248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -514251.968750 Penalty: 4253.429199
	Iteration 50Q: 3 clusters Score -514252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -514254.937500 Penalty: 4253.429199
	Iteration 51Q: 3 clusters Score -514254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -514255.437500 Penalty: 4253.429199
	Iteration 52Q: 3 clusters Score -514255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -514256.031250 Penalty: 4253.429199
	Iteration 53Q: 3 clusters Score -514256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -514256.625000 Penalty: 4253.429199
	Iteration 54Q: 3 clusters Score -514256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -514256.625000 Penalty: 4253.429199
	Iteration 55F: 3 clusters Score -514256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -564974.375000 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -564974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -559560.562500 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -559560.6 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -561184.562500 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -561184.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -561620.125000 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -561620.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -561965.375000 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -561965.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -562258.250000 Penalty: 4357.627441
	Iteration 4F: 3 clusters Score -562258.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -562511.437500 Penalty: 4357.627441
	Iteration 5Q: 3 clusters Score -562511.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -562682.250000 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -562682.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -562805.812500 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -562805.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -562903.437500 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -562903.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -562983.062500 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -562983.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -563059.812500 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -563059.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -563138.625000 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -563138.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -563237.062500 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -563237.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -563339.687500 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -563339.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -563464.250000 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -563464.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -563582.250000 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -563582.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -563688.062500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -563688.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -563758.125000 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -563758.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -563815.375000 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -563815.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -563859.375000 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -563859.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -563899.437500 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -563899.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -563931.250000 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -563931.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -563956.937500 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -563956.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -563974.125000 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -563974.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -563988.375000 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -563988.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -564000.562500 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -564000.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -564015.312500 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -564015.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -564025.562500 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -564025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -564029.937500 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -564029.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -564038.812500 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -564038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -564045.250000 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -564045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -564057.125000 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -564057.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -564069.375000 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -564069.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -564083.687500 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -564083.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -564104.625000 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -564104.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -564124.375000 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -564124.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -564135.687500 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -564135.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -564142.500000 Penalty: 4357.627441
	Iteration 37Q: 3 clusters Score -564142.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -564148.562500 Penalty: 4357.627441
	Iteration 38Q: 3 clusters Score -564148.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -564151.937500 Penalty: 4357.627441
	Iteration 39Q: 3 clusters Score -564151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -564155.937500 Penalty: 4357.627441
	Iteration 40F: 3 clusters Score -564155.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -564161.187500 Penalty: 4357.627441
	Iteration 41Q: 3 clusters Score -564161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -564165.937500 Penalty: 4357.627441
	Iteration 42Q: 3 clusters Score -564165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -564171.250000 Penalty: 4357.627441
	Iteration 43Q: 3 clusters Score -564171.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -564174.000000 Penalty: 4357.627441
	Iteration 44Q: 3 clusters Score -564174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -564174.750000 Penalty: 4357.627441
	Iteration 45Q: 3 clusters Score -564174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -564175.000000 Penalty: 4357.627441
	Iteration 46Q: 3 clusters Score -564175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -564176.562500 Penalty: 4357.627441
	Iteration 47Q: 3 clusters Score -564176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -564176.125000 Penalty: 4357.627441
	Iteration 48Q: 3 clusters Score -564176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -564176.125000 Penalty: 4357.627441
	Iteration 49F: 3 clusters Score -564176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -903817.375000 Penalty: 2250.225342
	Iteration 0F: 2 clusters Score -903817.4 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 4354 members 
Entering Unmasked Estep 
Score: -896971.500000 Penalty: 4500.450684
	Iteration 0F: 3 clusters Score -896971.5 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -898882.125000 Penalty: 4500.450684
	Iteration 1F: 3 clusters Score -898882.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -899128.437500 Penalty: 4500.450684
	Iteration 2F: 3 clusters Score -899128.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -899338.437500 Penalty: 4500.450684
	Iteration 3Q: 3 clusters Score -899338.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -899541.250000 Penalty: 4500.450684
	Iteration 4Q: 3 clusters Score -899541.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -899759.812500 Penalty: 4500.450684
	Iteration 5Q: 3 clusters Score -899759.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -899986.812500 Penalty: 4500.450684
	Iteration 6Q: 3 clusters Score -899986.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -900241.500000 Penalty: 4500.450684
	Iteration 7Q: 3 clusters Score -900241.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -900474.750000 Penalty: 4500.450684
	Iteration 8Q: 3 clusters Score -900474.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -900695.187500 Penalty: 4500.450684
	Iteration 9Q: 3 clusters Score -900695.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -900932.187500 Penalty: 4500.450684
	Iteration 10Q: 3 clusters Score -900932.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -901124.562500 Penalty: 4500.450684
	Iteration 11Q: 3 clusters Score -901124.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -901287.625000 Penalty: 4500.450684
	Iteration 12Q: 3 clusters Score -901287.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -901415.625000 Penalty: 4500.450684
	Iteration 13Q: 3 clusters Score -901415.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -901514.562500 Penalty: 4500.450684
	Iteration 14Q: 3 clusters Score -901514.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -901604.750000 Penalty: 4500.450684
	Iteration 15Q: 3 clusters Score -901604.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -901684.000000 Penalty: 4500.450684
	Iteration 16Q: 3 clusters Score -901684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -901755.812500 Penalty: 4500.450684
	Iteration 17Q: 3 clusters Score -901755.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -901817.625000 Penalty: 4500.450684
	Iteration 18Q: 3 clusters Score -901817.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -901858.000000 Penalty: 4500.450684
	Iteration 19Q: 3 clusters Score -901858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -901890.437500 Penalty: 4500.450684
	Iteration 20F: 3 clusters Score -901890.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -901916.562500 Penalty: 4500.450684
	Iteration 21Q: 3 clusters Score -901916.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -901940.437500 Penalty: 4500.450684
	Iteration 22Q: 3 clusters Score -901940.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -901961.375000 Penalty: 4500.450684
	Iteration 23Q: 3 clusters Score -901961.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -901980.625000 Penalty: 4500.450684
	Iteration 24Q: 3 clusters Score -901980.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -901990.562500 Penalty: 4500.450684
	Iteration 25Q: 3 clusters Score -901990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -902003.062500 Penalty: 4500.450684
	Iteration 26Q: 3 clusters Score -902003.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -902007.500000 Penalty: 4500.450684
	Iteration 27Q: 3 clusters Score -902007.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -902012.187500 Penalty: 4500.450684
	Iteration 28Q: 3 clusters Score -902012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -902014.750000 Penalty: 4500.450684
	Iteration 29Q: 3 clusters Score -902014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -902015.375000 Penalty: 4500.450684
	Iteration 30Q: 3 clusters Score -902015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -902017.625000 Penalty: 4500.450684
	Iteration 31Q: 3 clusters Score -902017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -902021.500000 Penalty: 4500.450684
	Iteration 32Q: 3 clusters Score -902021.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -902025.187500 Penalty: 4500.450684
	Iteration 33Q: 3 clusters Score -902025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -902027.625000 Penalty: 4500.450684
	Iteration 34Q: 3 clusters Score -902027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -902029.375000 Penalty: 4500.450684
	Iteration 35Q: 3 clusters Score -902029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -902031.000000 Penalty: 4500.450684
	Iteration 36Q: 3 clusters Score -902031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -902031.625000 Penalty: 4500.450684
	Iteration 37Q: 3 clusters Score -902031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -902033.375000 Penalty: 4500.450684
	Iteration 38Q: 3 clusters Score -902033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -902033.437500 Penalty: 4500.450684
	Iteration 39Q: 3 clusters Score -902033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -902033.750000 Penalty: 4500.450684
	Iteration 40F: 3 clusters Score -902033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -902034.937500 Penalty: 4500.450684
	Iteration 41Q: 3 clusters Score -902034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -902036.687500 Penalty: 4500.450684
	Iteration 42Q: 3 clusters Score -902036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -902038.437500 Penalty: 4500.450684
	Iteration 43Q: 3 clusters Score -902038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -902038.687500 Penalty: 4500.450684
	Iteration 44Q: 3 clusters Score -902038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902038.500000 Penalty: 4500.450684
	Iteration 45Q: 3 clusters Score -902038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902038.500000 Penalty: 4500.450684
	Iteration 46F: 3 clusters Score -902038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -700248.312500 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -700248.3 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 3494 members 
Entering Unmasked Estep 
Score: -694436.250000 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -694436.2 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -696003.687500 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -696003.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -696326.187500 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -696326.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -696579.687500 Penalty: 4396.423340
	Iteration 3F: 3 clusters Score -696579.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -696819.750000 Penalty: 4396.423340
	Iteration 4Q: 3 clusters Score -696819.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -697049.125000 Penalty: 4396.423340
	Iteration 5Q: 3 clusters Score -697049.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -697251.125000 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -697251.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -697451.062500 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -697451.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -697683.500000 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -697683.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -697902.312500 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -697902.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -698139.812500 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -698139.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -698427.625000 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -698427.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -698776.062500 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -698776.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -699089.187500 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -699089.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -699284.125000 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -699284.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -699410.062500 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -699410.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -699522.375000 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -699522.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -699632.250000 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -699632.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -699728.187500 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -699728.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -699820.625000 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -699820.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -699921.312500 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -699921.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -699996.625000 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -699996.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -700051.312500 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -700051.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -700096.000000 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -700096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -700131.937500 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -700131.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -700150.000000 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -700150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -700164.562500 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -700164.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -700171.500000 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -700171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -700174.750000 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -700174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -700177.875000 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -700177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -700180.250000 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -700180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -700184.687500 Penalty: 4396.423340
	Iteration 31Q: 3 clusters Score -700184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -700185.437500 Penalty: 4396.423340
	Iteration 32Q: 3 clusters Score -700185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -700188.312500 Penalty: 4396.423340
	Iteration 33Q: 3 clusters Score -700188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -700187.062500 Penalty: 4396.423340
	Iteration 34Q: 3 clusters Score -700187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -700187.437500 Penalty: 4396.423340
	Iteration 35Q: 3 clusters Score -700187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -700188.750000 Penalty: 4396.423340
	Iteration 36Q: 3 clusters Score -700188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -700189.125000 Penalty: 4396.423340
	Iteration 37F: 3 clusters Score -700189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -700192.312500 Penalty: 4396.423340
	Iteration 38Q: 3 clusters Score -700192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -700194.750000 Penalty: 4396.423340
	Iteration 39Q: 3 clusters Score -700194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -700199.250000 Penalty: 4396.423340
	Iteration 40F: 3 clusters Score -700199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -700200.500000 Penalty: 4396.423340
	Iteration 41Q: 3 clusters Score -700200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -700200.812500 Penalty: 4396.423340
	Iteration 42Q: 3 clusters Score -700200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -700200.812500 Penalty: 4396.423340
	Iteration 43F: 3 clusters Score -700200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -1095153.250000 Penalty: 2310.559082
	Iteration 0F: 2 clusters Score -1095153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1086829.750000 Penalty: 4621.118164
	Iteration 0F: 3 clusters Score -1086830 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1089326.125000 Penalty: 4621.118164
	Iteration 1F: 3 clusters Score -1089326 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1089816.125000 Penalty: 4621.118164
	Iteration 2F: 3 clusters Score -1089816 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1090231.500000 Penalty: 4621.118164
	Iteration 3F: 3 clusters Score -1090232 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1090680.625000 Penalty: 4621.118164
	Iteration 4F: 3 clusters Score -1090681 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1091140.125000 Penalty: 4621.118164
	Iteration 5F: 3 clusters Score -1091140 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1091566.500000 Penalty: 4621.118164
	Iteration 6F: 3 clusters Score -1091566 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1091940.875000 Penalty: 4621.118164
	Iteration 7Q: 3 clusters Score -1091941 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1092273.250000 Penalty: 4621.118164
	Iteration 8Q: 3 clusters Score -1092273 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1092670.625000 Penalty: 4621.118164
	Iteration 9Q: 3 clusters Score -1092671 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1093121.250000 Penalty: 4621.118164
	Iteration 10Q: 3 clusters Score -1093121 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1093538.875000 Penalty: 4621.118164
	Iteration 11Q: 3 clusters Score -1093539 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1093837.625000 Penalty: 4621.118164
	Iteration 12Q: 3 clusters Score -1093838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1094041.500000 Penalty: 4621.118164
	Iteration 13Q: 3 clusters Score -1094042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1094169.500000 Penalty: 4621.118164
	Iteration 14Q: 3 clusters Score -1094170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1094254.000000 Penalty: 4621.118164
	Iteration 15Q: 3 clusters Score -1094254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1094316.875000 Penalty: 4621.118164
	Iteration 16Q: 3 clusters Score -1094317 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1094379.125000 Penalty: 4621.118164
	Iteration 17Q: 3 clusters Score -1094379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1094422.875000 Penalty: 4621.118164
	Iteration 18Q: 3 clusters Score -1094423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1094472.625000 Penalty: 4621.118164
	Iteration 19Q: 3 clusters Score -1094473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1094506.000000 Penalty: 4621.118164
	Iteration 20F: 3 clusters Score -1094506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1094524.250000 Penalty: 4621.118164
	Iteration 21Q: 3 clusters Score -1094524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1094539.875000 Penalty: 4621.118164
	Iteration 22Q: 3 clusters Score -1094540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1094546.750000 Penalty: 4621.118164
	Iteration 23Q: 3 clusters Score -1094547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1094557.500000 Penalty: 4621.118164
	Iteration 24Q: 3 clusters Score -1094558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1094563.875000 Penalty: 4621.118164
	Iteration 25Q: 3 clusters Score -1094564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1094568.000000 Penalty: 4621.118164
	Iteration 26Q: 3 clusters Score -1094568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1094574.500000 Penalty: 4621.118164
	Iteration 27Q: 3 clusters Score -1094574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1094580.000000 Penalty: 4621.118164
	Iteration 28Q: 3 clusters Score -1094580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1094583.750000 Penalty: 4621.118164
	Iteration 29Q: 3 clusters Score -1094584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1094589.000000 Penalty: 4621.118164
	Iteration 30Q: 3 clusters Score -1094589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1094591.250000 Penalty: 4621.118164
	Iteration 31Q: 3 clusters Score -1094591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1094598.625000 Penalty: 4621.118164
	Iteration 32Q: 3 clusters Score -1094599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1094598.250000 Penalty: 4621.118164
	Iteration 33Q: 3 clusters Score -1094598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1094602.000000 Penalty: 4621.118164
	Iteration 34Q: 3 clusters Score -1094602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1094607.375000 Penalty: 4621.118164
	Iteration 35Q: 3 clusters Score -1094607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1094613.250000 Penalty: 4621.118164
	Iteration 36Q: 3 clusters Score -1094613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1094616.375000 Penalty: 4621.118164
	Iteration 37Q: 3 clusters Score -1094616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1094619.250000 Penalty: 4621.118164
	Iteration 38Q: 3 clusters Score -1094619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1094626.500000 Penalty: 4621.118164
	Iteration 39Q: 3 clusters Score -1094626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1094629.625000 Penalty: 4621.118164
	Iteration 40F: 3 clusters Score -1094630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1094636.875000 Penalty: 4621.118164
	Iteration 41Q: 3 clusters Score -1094637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1094640.875000 Penalty: 4621.118164
	Iteration 42Q: 3 clusters Score -1094641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1094651.250000 Penalty: 4621.118164
	Iteration 43Q: 3 clusters Score -1094651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1094653.625000 Penalty: 4621.118164
	Iteration 44Q: 3 clusters Score -1094654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1094659.875000 Penalty: 4621.118164
	Iteration 45Q: 3 clusters Score -1094660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1094661.750000 Penalty: 4621.118164
	Iteration 46Q: 3 clusters Score -1094662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1094667.000000 Penalty: 4621.118164
	Iteration 47Q: 3 clusters Score -1094667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1094668.000000 Penalty: 4621.118164
	Iteration 48Q: 3 clusters Score -1094668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1094677.375000 Penalty: 4621.118164
	Iteration 49Q: 3 clusters Score -1094677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1094679.875000 Penalty: 4621.118164
	Iteration 50Q: 3 clusters Score -1094680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1094681.500000 Penalty: 4621.118164
	Iteration 51Q: 3 clusters Score -1094682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1094690.250000 Penalty: 4621.118164
	Iteration 52Q: 3 clusters Score -1094690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1094694.000000 Penalty: 4621.118164
	Iteration 53Q: 3 clusters Score -1094694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1094695.000000 Penalty: 4621.118164
	Iteration 54Q: 3 clusters Score -1094695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1094698.125000 Penalty: 4621.118164
	Iteration 55Q: 3 clusters Score -1094698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1094699.875000 Penalty: 4621.118164
	Iteration 56Q: 3 clusters Score -1094700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1094696.625000 Penalty: 4621.118164
	Iteration 57Q: 3 clusters Score -1094697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1094701.375000 Penalty: 4621.118164
	Iteration 58Q: 3 clusters Score -1094701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1094699.875000 Penalty: 4621.118164
	Iteration 59Q: 3 clusters Score -1094700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1094700.375000 Penalty: 4621.118164
	Iteration 60F: 3 clusters Score -1094700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1094703.000000 Penalty: 4621.118164
	Iteration 61Q: 3 clusters Score -1094703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1094702.000000 Penalty: 4621.118164
	Iteration 62Q: 3 clusters Score -1094702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1094702.625000 Penalty: 4621.118164
	Iteration 63Q: 3 clusters Score -1094703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1094704.625000 Penalty: 4621.118164
	Iteration 64Q: 3 clusters Score -1094705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1094704.125000 Penalty: 4621.118164
	Iteration 65Q: 3 clusters Score -1094704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1094702.625000 Penalty: 4621.118164
	Iteration 66Q: 3 clusters Score -1094703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1094703.875000 Penalty: 4621.118164
	Iteration 67Q: 3 clusters Score -1094704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1094706.375000 Penalty: 4621.118164
	Iteration 68Q: 3 clusters Score -1094706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1094709.500000 Penalty: 4621.118164
	Iteration 69Q: 3 clusters Score -1094710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1094708.625000 Penalty: 4621.118164
	Iteration 70Q: 3 clusters Score -1094709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1094708.625000 Penalty: 4621.118164
	Iteration 71Q: 3 clusters Score -1094709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1094710.625000 Penalty: 4621.118164
	Iteration 72Q: 3 clusters Score -1094711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1094712.250000 Penalty: 4621.118164
	Iteration 73Q: 3 clusters Score -1094712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1094711.625000 Penalty: 4621.118164
	Iteration 74Q: 3 clusters Score -1094712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1094710.750000 Penalty: 4621.118164
	Iteration 75Q: 3 clusters Score -1094711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1094710.750000 Penalty: 4621.118164
	Iteration 76F: 3 clusters Score -1094711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -689609.375000 Penalty: 2233.523193
	Iteration 0F: 2 clusters Score -689609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -683117.250000 Penalty: 4467.046387
	Iteration 0F: 3 clusters Score -683117.2 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -685185.312500 Penalty: 4467.046387
	Iteration 1F: 3 clusters Score -685185.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -685733.125000 Penalty: 4467.046387
	Iteration 2F: 3 clusters Score -685733.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -686165.562500 Penalty: 4467.046387
	Iteration 3F: 3 clusters Score -686165.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -686513.000000 Penalty: 4467.046387
	Iteration 4F: 3 clusters Score -686513 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -686834.250000 Penalty: 4467.046387
	Iteration 5F: 3 clusters Score -686834.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -687109.062500 Penalty: 4467.046387
	Iteration 6Q: 3 clusters Score -687109.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -687297.375000 Penalty: 4467.046387
	Iteration 7Q: 3 clusters Score -687297.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -687456.000000 Penalty: 4467.046387
	Iteration 8Q: 3 clusters Score -687456 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -687563.375000 Penalty: 4467.046387
	Iteration 9Q: 3 clusters Score -687563.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -687670.187500 Penalty: 4467.046387
	Iteration 10Q: 3 clusters Score -687670.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -687778.937500 Penalty: 4467.046387
	Iteration 11Q: 3 clusters Score -687778.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -687874.250000 Penalty: 4467.046387
	Iteration 12Q: 3 clusters Score -687874.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -687963.875000 Penalty: 4467.046387
	Iteration 13Q: 3 clusters Score -687963.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -688017.875000 Penalty: 4467.046387
	Iteration 14Q: 3 clusters Score -688017.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -688074.125000 Penalty: 4467.046387
	Iteration 15Q: 3 clusters Score -688074.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -688129.437500 Penalty: 4467.046387
	Iteration 16Q: 3 clusters Score -688129.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -688177.187500 Penalty: 4467.046387
	Iteration 17Q: 3 clusters Score -688177.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -688227.437500 Penalty: 4467.046387
	Iteration 18Q: 3 clusters Score -688227.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -688272.937500 Penalty: 4467.046387
	Iteration 19Q: 3 clusters Score -688272.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -688313.562500 Penalty: 4467.046387
	Iteration 20F: 3 clusters Score -688313.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -688339.625000 Penalty: 4467.046387
	Iteration 21Q: 3 clusters Score -688339.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -688361.375000 Penalty: 4467.046387
	Iteration 22Q: 3 clusters Score -688361.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -688379.375000 Penalty: 4467.046387
	Iteration 23Q: 3 clusters Score -688379.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -688392.250000 Penalty: 4467.046387
	Iteration 24Q: 3 clusters Score -688392.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -688400.687500 Penalty: 4467.046387
	Iteration 25Q: 3 clusters Score -688400.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -688413.875000 Penalty: 4467.046387
	Iteration 26Q: 3 clusters Score -688413.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -688422.812500 Penalty: 4467.046387
	Iteration 27Q: 3 clusters Score -688422.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -688428.750000 Penalty: 4467.046387
	Iteration 28Q: 3 clusters Score -688428.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -688433.000000 Penalty: 4467.046387
	Iteration 29Q: 3 clusters Score -688433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -688437.125000 Penalty: 4467.046387
	Iteration 30Q: 3 clusters Score -688437.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -688443.437500 Penalty: 4467.046387
	Iteration 31Q: 3 clusters Score -688443.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -688445.500000 Penalty: 4467.046387
	Iteration 32Q: 3 clusters Score -688445.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -688451.062500 Penalty: 4467.046387
	Iteration 33Q: 3 clusters Score -688451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -688457.500000 Penalty: 4467.046387
	Iteration 34Q: 3 clusters Score -688457.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -688462.062500 Penalty: 4467.046387
	Iteration 35Q: 3 clusters Score -688462.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -688464.187500 Penalty: 4467.046387
	Iteration 36Q: 3 clusters Score -688464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -688469.687500 Penalty: 4467.046387
	Iteration 37Q: 3 clusters Score -688469.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -688470.000000 Penalty: 4467.046387
	Iteration 38Q: 3 clusters Score -688470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -688471.375000 Penalty: 4467.046387
	Iteration 39Q: 3 clusters Score -688471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -688471.500000 Penalty: 4467.046387
	Iteration 40F: 3 clusters Score -688471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -688473.062500 Penalty: 4467.046387
	Iteration 41Q: 3 clusters Score -688473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -688473.312500 Penalty: 4467.046387
	Iteration 42Q: 3 clusters Score -688473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -688475.500000 Penalty: 4467.046387
	Iteration 43Q: 3 clusters Score -688475.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -688475.187500 Penalty: 4467.046387
	Iteration 44Q: 3 clusters Score -688475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -688476.250000 Penalty: 4467.046387
	Iteration 45Q: 3 clusters Score -688476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -688478.187500 Penalty: 4467.046387
	Iteration 46Q: 3 clusters Score -688478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -688479.500000 Penalty: 4467.046387
	Iteration 47Q: 3 clusters Score -688479.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -688481.250000 Penalty: 4467.046387
	Iteration 48Q: 3 clusters Score -688481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -688479.312500 Penalty: 4467.046387
	Iteration 49Q: 3 clusters Score -688479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -688481.125000 Penalty: 4467.046387
	Iteration 50Q: 3 clusters Score -688481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -688483.125000 Penalty: 4467.046387
	Iteration 51Q: 3 clusters Score -688483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -688485.000000 Penalty: 4467.046387
	Iteration 52Q: 3 clusters Score -688485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -688484.437500 Penalty: 4467.046387
	Iteration 53Q: 3 clusters Score -688484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -688484.937500 Penalty: 4467.046387
	Iteration 54Q: 3 clusters Score -688484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -688485.250000 Penalty: 4467.046387
	Iteration 55Q: 3 clusters Score -688485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -688485.250000 Penalty: 4467.046387
	Iteration 56F: 3 clusters Score -688485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -238964.781250 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -238964.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -236098.953125 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -236099 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -236620.312500 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -236620.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -236744.187500 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -236744.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -236798.359375 Penalty: 3864.595459
	Iteration 3Q: 3 clusters Score -236798.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -236836.578125 Penalty: 3864.595459
	Iteration 4Q: 3 clusters Score -236836.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -236862.343750 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -236862.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -236887.703125 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -236887.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -236918.765625 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -236918.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -236936.546875 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -236936.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -236951.109375 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -236951.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -236964.453125 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -236964.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -236979.609375 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -236979.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236994.109375 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -236994.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -237011.828125 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -237011.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -237041.453125 Penalty: 3864.595459
	Iteration 14Q: 3 clusters Score -237041.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -237072.500000 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -237072.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -237110.843750 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -237110.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -237149.000000 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -237149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -237173.515625 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -237173.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -237191.265625 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -237191.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -237212.656250 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -237212.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -237237.000000 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -237237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -237260.250000 Penalty: 3864.595459
	Iteration 22Q: 3 clusters Score -237260.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -237282.937500 Penalty: 3864.595459
	Iteration 23Q: 3 clusters Score -237282.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -237310.500000 Penalty: 3864.595459
	Iteration 24Q: 3 clusters Score -237310.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -237341.640625 Penalty: 3864.595459
	Iteration 25Q: 3 clusters Score -237341.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -237370.078125 Penalty: 3864.595459
	Iteration 26Q: 3 clusters Score -237370.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -237395.078125 Penalty: 3864.595459
	Iteration 27Q: 3 clusters Score -237395.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -237421.828125 Penalty: 3864.595459
	Iteration 28Q: 3 clusters Score -237421.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -237454.140625 Penalty: 3864.595459
	Iteration 29Q: 3 clusters Score -237454.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -237502.671875 Penalty: 3864.595459
	Iteration 30Q: 3 clusters Score -237502.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -237570.437500 Penalty: 3864.595459
	Iteration 31Q: 3 clusters Score -237570.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -237655.406250 Penalty: 3864.595459
	Iteration 32Q: 3 clusters Score -237655.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -237738.203125 Penalty: 3864.595459
	Iteration 33Q: 3 clusters Score -237738.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -237878.000000 Penalty: 3864.595459
	Iteration 34Q: 3 clusters Score -237878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -238025.437500 Penalty: 3864.595459
	Iteration 35Q: 3 clusters Score -238025.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -238134.671875 Penalty: 3864.595459
	Iteration 36Q: 3 clusters Score -238134.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -238213.921875 Penalty: 3864.595459
	Iteration 37Q: 3 clusters Score -238213.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -238253.671875 Penalty: 3864.595459
	Iteration 38Q: 3 clusters Score -238253.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -238272.234375 Penalty: 3864.595459
	Iteration 39Q: 3 clusters Score -238272.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -238294.921875 Penalty: 3864.595459
	Iteration 40F: 3 clusters Score -238294.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -238321.125000 Penalty: 3864.595459
	Iteration 41Q: 3 clusters Score -238321.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -238353.203125 Penalty: 3864.595459
	Iteration 42Q: 3 clusters Score -238353.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -238388.968750 Penalty: 3864.595459
	Iteration 43Q: 3 clusters Score -238389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -238455.421875 Penalty: 3864.595459
	Iteration 44Q: 3 clusters Score -238455.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -238544.281250 Penalty: 3864.595459
	Iteration 45Q: 3 clusters Score -238544.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -238672.625000 Penalty: 3864.595459
	Iteration 46Q: 3 clusters Score -238672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -238756.828125 Penalty: 3864.595459
	Iteration 47Q: 3 clusters Score -238756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -238772.531250 Penalty: 3864.595459
	Iteration 48Q: 3 clusters Score -238772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -238772.531250 Penalty: 3864.595459
	Iteration 49F: 3 clusters Score -238772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -288954.656250 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -288954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -285653.000000 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -285653 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -286334.500000 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -286334.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -286524.937500 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -286524.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -286672.250000 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -286672.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286755.531250 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -286755.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -286815.968750 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -286816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -286862.687500 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -286862.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286916.968750 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -286917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -286976.562500 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -286976.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -287046.593750 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -287046.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -287103.468750 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -287103.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -287151.656250 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -287151.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -287203.250000 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -287203.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -287251.468750 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -287251.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -287288.218750 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -287288.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -287323.281250 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -287323.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -287354.968750 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -287355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -287381.687500 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -287381.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -287405.781250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -287405.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -287425.625000 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -287425.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -287441.031250 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -287441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -287452.875000 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -287452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -287462.031250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -287462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -287470.562500 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -287470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -287478.593750 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -287478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -287483.593750 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -287483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287488.812500 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -287488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287493.093750 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -287493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -287495.250000 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -287495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287496.500000 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -287496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -287497.125000 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -287497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -287500.062500 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -287500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -287501.875000 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -287501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -287504.312500 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -287504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -287506.875000 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -287506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -287507.031250 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -287507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -287507.031250 Penalty: 3980.331787
	Iteration 36F: 3 clusters Score -287507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -266983.781250 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -266983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -263845.093750 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -263845.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -264537.062500 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -264537.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -264741.875000 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -264741.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264855.093750 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -264855.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264934.875000 Penalty: 3939.940186
	Iteration 4Q: 3 clusters Score -264934.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -265023.281250 Penalty: 3939.940186
	Iteration 5Q: 3 clusters Score -265023.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -265084.843750 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -265084.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265151.656250 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -265151.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -265235.062500 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -265235.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -265308.281250 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -265308.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -265365.343750 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -265365.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -265417.968750 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -265418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -265445.656250 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -265445.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -265464.031250 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -265464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -265477.406250 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -265477.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -265487.500000 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -265487.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -265493.000000 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -265493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -265499.375000 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -265499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -265505.656250 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -265505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -265508.593750 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -265508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -265510.968750 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -265511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -265515.156250 Penalty: 3939.940186
	Iteration 21Q: 3 clusters Score -265515.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -265519.187500 Penalty: 3939.940186
	Iteration 22Q: 3 clusters Score -265519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -265520.906250 Penalty: 3939.940186
	Iteration 23Q: 3 clusters Score -265520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -265523.375000 Penalty: 3939.940186
	Iteration 24Q: 3 clusters Score -265523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -265525.406250 Penalty: 3939.940186
	Iteration 25Q: 3 clusters Score -265525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -265525.750000 Penalty: 3939.940186
	Iteration 26Q: 3 clusters Score -265525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -265525.750000 Penalty: 3939.940186
	Iteration 27F: 3 clusters Score -265525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -280837.375000 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -280837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277719.968750 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -277720 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -278317.687500 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -278317.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -278465.875000 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -278465.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -278543.187500 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -278543.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -278613.312500 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -278613.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -278672.031250 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -278672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -278716.531250 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -278716.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -278752.875000 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -278752.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -278784.468750 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -278784.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -278805.187500 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -278805.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -278818.781250 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -278818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -278829.625000 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -278829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -278837.812500 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -278837.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -278847.812500 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -278847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -278855.468750 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -278855.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -278861.687500 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -278861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -278864.000000 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -278864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278867.687500 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -278867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -278871.156250 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -278871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -278874.625000 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -278874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -278878.187500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -278878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -278881.062500 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -278881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -278882.031250 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -278882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -278882.625000 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -278882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -278882.937500 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -278882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -278883.593750 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -278883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -278884.250000 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -278884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -278884.750000 Penalty: 3937.468994
	Iteration 27Q: 3 clusters Score -278884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -278884.750000 Penalty: 3937.468994
	Iteration 28F: 3 clusters Score -278884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27547.722656 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -27547.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26296.035156 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -26296.04 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26641.451172 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -26641.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26924.275391 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -26924.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27083.767578 Penalty: 2899.833740
	Iteration 3F: 3 clusters Score -27083.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27265.634766 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -27265.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27361.404297 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -27361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27459.662109 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -27459.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27538.447266 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -27538.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27545.250000 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -27545.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27545.250000 Penalty: 2899.833740
	Iteration 9F: 3 clusters Score -27545.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -376232.000000 Penalty: 2042.040527
	Iteration 0F: 2 clusters Score -376232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -372489.312500 Penalty: 4084.081055
	Iteration 0F: 3 clusters Score -372489.3 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -373280.593750 Penalty: 4084.081055
	Iteration 1F: 3 clusters Score -373280.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -373521.843750 Penalty: 4084.081055
	Iteration 2F: 3 clusters Score -373521.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -373723.781250 Penalty: 4084.081055
	Iteration 3F: 3 clusters Score -373723.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -373893.656250 Penalty: 4084.081055
	Iteration 4F: 3 clusters Score -373893.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -374055.250000 Penalty: 4084.081055
	Iteration 5F: 3 clusters Score -374055.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -374199.031250 Penalty: 4084.081055
	Iteration 6Q: 3 clusters Score -374199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -374352.968750 Penalty: 4084.081055
	Iteration 7Q: 3 clusters Score -374353 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -374471.031250 Penalty: 4084.081055
	Iteration 8Q: 3 clusters Score -374471 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -374558.718750 Penalty: 4084.081055
	Iteration 9Q: 3 clusters Score -374558.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -374624.875000 Penalty: 4084.081055
	Iteration 10Q: 3 clusters Score -374624.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -374670.875000 Penalty: 4084.081055
	Iteration 11Q: 3 clusters Score -374670.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -374690.218750 Penalty: 4084.081055
	Iteration 12Q: 3 clusters Score -374690.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -374701.625000 Penalty: 4084.081055
	Iteration 13Q: 3 clusters Score -374701.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -374712.406250 Penalty: 4084.081055
	Iteration 14Q: 3 clusters Score -374712.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -374721.625000 Penalty: 4084.081055
	Iteration 15Q: 3 clusters Score -374721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -374727.718750 Penalty: 4084.081055
	Iteration 16Q: 3 clusters Score -374727.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -374729.531250 Penalty: 4084.081055
	Iteration 17Q: 3 clusters Score -374729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -374732.875000 Penalty: 4084.081055
	Iteration 18Q: 3 clusters Score -374732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -374734.437500 Penalty: 4084.081055
	Iteration 19Q: 3 clusters Score -374734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -374737.156250 Penalty: 4084.081055
	Iteration 20F: 3 clusters Score -374737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -374739.343750 Penalty: 4084.081055
	Iteration 21Q: 3 clusters Score -374739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -374741.000000 Penalty: 4084.081055
	Iteration 22Q: 3 clusters Score -374741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -374741.156250 Penalty: 4084.081055
	Iteration 23Q: 3 clusters Score -374741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -374742.000000 Penalty: 4084.081055
	Iteration 24Q: 3 clusters Score -374742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -374744.406250 Penalty: 4084.081055
	Iteration 25Q: 3 clusters Score -374744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -374744.812500 Penalty: 4084.081055
	Iteration 26Q: 3 clusters Score -374744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -374745.562500 Penalty: 4084.081055
	Iteration 27Q: 3 clusters Score -374745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -374746.593750 Penalty: 4084.081055
	Iteration 28Q: 3 clusters Score -374746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -374748.000000 Penalty: 4084.081055
	Iteration 29Q: 3 clusters Score -374748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -374748.000000 Penalty: 4084.081055
	Iteration 30F: 3 clusters Score -374748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -299919.968750 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -299920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -296572.625000 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -296572.6 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -297303.937500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -297303.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -297497.437500 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -297497.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -297588.812500 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -297588.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -297642.968750 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -297643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -297688.531250 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -297688.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -297730.156250 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -297730.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297767.406250 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -297767.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -297805.406250 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -297805.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -297848.218750 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -297848.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -297892.125000 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -297892.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -297935.625000 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -297935.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -297978.125000 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -297978.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -298028.125000 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -298028.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -298065.531250 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -298065.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -298104.750000 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -298104.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298147.250000 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -298147.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -298176.656250 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -298176.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -298193.906250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -298193.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -298215.062500 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -298215.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -298236.125000 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -298236.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -298254.968750 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -298255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298266.843750 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -298266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298277.500000 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -298277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298287.625000 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -298287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -298293.281250 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -298293.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -298296.187500 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -298296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298296.875000 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -298296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298300.093750 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -298300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -298304.437500 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -298304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -298307.000000 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -298307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -298309.156250 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -298309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -298309.406250 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -298309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -298310.718750 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -298310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -298312.062500 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -298312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -298312.812500 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -298312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -298313.187500 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -298313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -298314.906250 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -298314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -298315.687500 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -298315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -298315.687500 Penalty: 3999.435059
	Iteration 39F: 3 clusters Score -298315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -591719.312500 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -591719.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -586661.687500 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -586661.7 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -588002.625000 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -588002.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -588330.375000 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -588330.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -588573.500000 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -588573.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -588798.687500 Penalty: 4311.308594
	Iteration 4F: 3 clusters Score -588798.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -589026.125000 Penalty: 4311.308594
	Iteration 5Q: 3 clusters Score -589026.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -589255.562500 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -589255.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -589497.937500 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -589497.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -589756.625000 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -589756.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -589983.250000 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -589983.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -590184.312500 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -590184.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -590308.312500 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -590308.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -590382.875000 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -590382.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -590430.500000 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -590430.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -590454.750000 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -590454.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -590478.312500 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -590478.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -590490.062500 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -590490.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -590501.625000 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -590501.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -590510.312500 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -590510.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -590518.437500 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -590518.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -590528.562500 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -590528.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -590535.937500 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -590535.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -590544.062500 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -590544.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -590552.625000 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -590552.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -590566.062500 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -590566.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -590585.687500 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -590585.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -590607.750000 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -590607.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -590625.187500 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -590625.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -590634.312500 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -590634.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -590643.875000 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -590643.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -590656.625000 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -590656.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -590667.875000 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -590667.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -590674.250000 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -590674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -590678.937500 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -590678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -590683.312500 Penalty: 4311.308594
	Iteration 34Q: 3 clusters Score -590683.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -590686.312500 Penalty: 4311.308594
	Iteration 35Q: 3 clusters Score -590686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -590690.875000 Penalty: 4311.308594
	Iteration 36Q: 3 clusters Score -590690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -590694.812500 Penalty: 4311.308594
	Iteration 37Q: 3 clusters Score -590694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -590696.875000 Penalty: 4311.308594
	Iteration 38Q: 3 clusters Score -590696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -590701.687500 Penalty: 4311.308594
	Iteration 39Q: 3 clusters Score -590701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -590701.812500 Penalty: 4311.308594
	Iteration 40F: 3 clusters Score -590701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -590705.687500 Penalty: 4311.308594
	Iteration 41Q: 3 clusters Score -590705.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -590711.750000 Penalty: 4311.308594
	Iteration 42Q: 3 clusters Score -590711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -590714.312500 Penalty: 4311.308594
	Iteration 43Q: 3 clusters Score -590714.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -590720.687500 Penalty: 4311.308594
	Iteration 44Q: 3 clusters Score -590720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -590723.687500 Penalty: 4311.308594
	Iteration 45Q: 3 clusters Score -590723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -590728.000000 Penalty: 4311.308594
	Iteration 46Q: 3 clusters Score -590728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -590732.437500 Penalty: 4311.308594
	Iteration 47Q: 3 clusters Score -590732.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -590738.312500 Penalty: 4311.308594
	Iteration 48Q: 3 clusters Score -590738.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -590748.750000 Penalty: 4311.308594
	Iteration 49Q: 3 clusters Score -590748.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -590753.875000 Penalty: 4311.308594
	Iteration 50Q: 3 clusters Score -590753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -590759.125000 Penalty: 4311.308594
	Iteration 51Q: 3 clusters Score -590759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -590762.687500 Penalty: 4311.308594
	Iteration 52Q: 3 clusters Score -590762.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -590766.750000 Penalty: 4311.308594
	Iteration 53Q: 3 clusters Score -590766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -590766.187500 Penalty: 4311.308594
	Iteration 54Q: 3 clusters Score -590766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -590766.812500 Penalty: 4311.308594
	Iteration 55Q: 3 clusters Score -590766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -590768.375000 Penalty: 4311.308594
	Iteration 56Q: 3 clusters Score -590768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -590770.500000 Penalty: 4311.308594
	Iteration 57Q: 3 clusters Score -590770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -590771.625000 Penalty: 4311.308594
	Iteration 58Q: 3 clusters Score -590771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -590772.375000 Penalty: 4311.308594
	Iteration 59Q: 3 clusters Score -590772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -590772.812500 Penalty: 4311.308594
	Iteration 60F: 3 clusters Score -590772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -590774.937500 Penalty: 4311.308594
	Iteration 61Q: 3 clusters Score -590774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -590777.250000 Penalty: 4311.308594
	Iteration 62Q: 3 clusters Score -590777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -590779.437500 Penalty: 4311.308594
	Iteration 63Q: 3 clusters Score -590779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -590779.500000 Penalty: 4311.308594
	Iteration 64Q: 3 clusters Score -590779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -590781.875000 Penalty: 4311.308594
	Iteration 65Q: 3 clusters Score -590781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -590783.562500 Penalty: 4311.308594
	Iteration 66Q: 3 clusters Score -590783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -590785.312500 Penalty: 4311.308594
	Iteration 67Q: 3 clusters Score -590785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -590785.375000 Penalty: 4311.308594
	Iteration 68Q: 3 clusters Score -590785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -590786.437500 Penalty: 4311.308594
	Iteration 69Q: 3 clusters Score -590786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -590788.437500 Penalty: 4311.308594
	Iteration 70Q: 3 clusters Score -590788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -590787.500000 Penalty: 4311.308594
	Iteration 71Q: 3 clusters Score -590787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -590790.000000 Penalty: 4311.308594
	Iteration 72Q: 3 clusters Score -590790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -590789.875000 Penalty: 4311.308594
	Iteration 73Q: 3 clusters Score -590789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -590789.875000 Penalty: 4311.308594
	Iteration 74Q: 3 clusters Score -590789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -590793.625000 Penalty: 4311.308594
	Iteration 75Q: 3 clusters Score -590793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -590795.125000 Penalty: 4311.308594
	Iteration 76Q: 3 clusters Score -590795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -590796.062500 Penalty: 4311.308594
	Iteration 77Q: 3 clusters Score -590796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -590796.625000 Penalty: 4311.308594
	Iteration 78Q: 3 clusters Score -590796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -590796.625000 Penalty: 4311.308594
	Iteration 79F: 3 clusters Score -590796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -759173.875000 Penalty: 2270.816406
	Iteration 0F: 2 clusters Score -759173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -751882.250000 Penalty: 4541.632812
	Iteration 0F: 3 clusters Score -751882.2 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -754129.562500 Penalty: 4541.632812
	Iteration 1F: 3 clusters Score -754129.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -754882.500000 Penalty: 4541.632812
	Iteration 2F: 3 clusters Score -754882.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -755664.312500 Penalty: 4541.632812
	Iteration 3F: 3 clusters Score -755664.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -756353.437500 Penalty: 4541.632812
	Iteration 4F: 3 clusters Score -756353.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -756996.625000 Penalty: 4541.632812
	Iteration 5F: 3 clusters Score -756996.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -757452.562500 Penalty: 4541.632812
	Iteration 6F: 3 clusters Score -757452.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -757726.687500 Penalty: 4541.632812
	Iteration 7Q: 3 clusters Score -757726.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -757890.062500 Penalty: 4541.632812
	Iteration 8Q: 3 clusters Score -757890.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -757997.312500 Penalty: 4541.632812
	Iteration 9Q: 3 clusters Score -757997.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -758070.000000 Penalty: 4541.632812
	Iteration 10Q: 3 clusters Score -758070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -758118.625000 Penalty: 4541.632812
	Iteration 11Q: 3 clusters Score -758118.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -758156.000000 Penalty: 4541.632812
	Iteration 12Q: 3 clusters Score -758156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -758193.625000 Penalty: 4541.632812
	Iteration 13Q: 3 clusters Score -758193.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -758228.000000 Penalty: 4541.632812
	Iteration 14Q: 3 clusters Score -758228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -758252.625000 Penalty: 4541.632812
	Iteration 15Q: 3 clusters Score -758252.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -758274.375000 Penalty: 4541.632812
	Iteration 16Q: 3 clusters Score -758274.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -758289.937500 Penalty: 4541.632812
	Iteration 17Q: 3 clusters Score -758289.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -758308.687500 Penalty: 4541.632812
	Iteration 18Q: 3 clusters Score -758308.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -758327.062500 Penalty: 4541.632812
	Iteration 19Q: 3 clusters Score -758327.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -758344.187500 Penalty: 4541.632812
	Iteration 20F: 3 clusters Score -758344.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -758361.375000 Penalty: 4541.632812
	Iteration 21Q: 3 clusters Score -758361.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -758373.812500 Penalty: 4541.632812
	Iteration 22Q: 3 clusters Score -758373.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -758382.937500 Penalty: 4541.632812
	Iteration 23Q: 3 clusters Score -758382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -758395.562500 Penalty: 4541.632812
	Iteration 24Q: 3 clusters Score -758395.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -758405.062500 Penalty: 4541.632812
	Iteration 25Q: 3 clusters Score -758405.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -758414.812500 Penalty: 4541.632812
	Iteration 26Q: 3 clusters Score -758414.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -758421.937500 Penalty: 4541.632812
	Iteration 27Q: 3 clusters Score -758421.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -758426.312500 Penalty: 4541.632812
	Iteration 28Q: 3 clusters Score -758426.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -758431.875000 Penalty: 4541.632812
	Iteration 29Q: 3 clusters Score -758431.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -758439.687500 Penalty: 4541.632812
	Iteration 30Q: 3 clusters Score -758439.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -758444.875000 Penalty: 4541.632812
	Iteration 31Q: 3 clusters Score -758444.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -758450.000000 Penalty: 4541.632812
	Iteration 32Q: 3 clusters Score -758450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -758451.375000 Penalty: 4541.632812
	Iteration 33Q: 3 clusters Score -758451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -758457.500000 Penalty: 4541.632812
	Iteration 34Q: 3 clusters Score -758457.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -758461.125000 Penalty: 4541.632812
	Iteration 35Q: 3 clusters Score -758461.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -758462.750000 Penalty: 4541.632812
	Iteration 36Q: 3 clusters Score -758462.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -758465.937500 Penalty: 4541.632812
	Iteration 37Q: 3 clusters Score -758465.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -758469.000000 Penalty: 4541.632812
	Iteration 38Q: 3 clusters Score -758469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -758473.812500 Penalty: 4541.632812
	Iteration 39Q: 3 clusters Score -758473.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -758477.187500 Penalty: 4541.632812
	Iteration 40F: 3 clusters Score -758477.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -758488.000000 Penalty: 4541.632812
	Iteration 41Q: 3 clusters Score -758488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -758495.062500 Penalty: 4541.632812
	Iteration 42Q: 3 clusters Score -758495.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -758506.062500 Penalty: 4541.632812
	Iteration 43Q: 3 clusters Score -758506.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -758518.875000 Penalty: 4541.632812
	Iteration 44Q: 3 clusters Score -758518.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -758530.687500 Penalty: 4541.632812
	Iteration 45Q: 3 clusters Score -758530.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -758534.625000 Penalty: 4541.632812
	Iteration 46Q: 3 clusters Score -758534.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -758543.687500 Penalty: 4541.632812
	Iteration 47Q: 3 clusters Score -758543.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -758555.062500 Penalty: 4541.632812
	Iteration 48Q: 3 clusters Score -758555.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -758569.687500 Penalty: 4541.632812
	Iteration 49Q: 3 clusters Score -758569.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -758588.875000 Penalty: 4541.632812
	Iteration 50Q: 3 clusters Score -758588.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -758606.500000 Penalty: 4541.632812
	Iteration 51Q: 3 clusters Score -758606.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -758631.500000 Penalty: 4541.632812
	Iteration 52Q: 3 clusters Score -758631.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -758647.062500 Penalty: 4541.632812
	Iteration 53Q: 3 clusters Score -758647.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -758655.875000 Penalty: 4541.632812
	Iteration 54Q: 3 clusters Score -758655.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -758661.250000 Penalty: 4541.632812
	Iteration 55Q: 3 clusters Score -758661.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -758665.562500 Penalty: 4541.632812
	Iteration 56Q: 3 clusters Score -758665.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -758669.875000 Penalty: 4541.632812
	Iteration 57Q: 3 clusters Score -758669.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -758672.187500 Penalty: 4541.632812
	Iteration 58Q: 3 clusters Score -758672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -758673.187500 Penalty: 4541.632812
	Iteration 59Q: 3 clusters Score -758673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -758675.500000 Penalty: 4541.632812
	Iteration 60F: 3 clusters Score -758675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -758676.000000 Penalty: 4541.632812
	Iteration 61Q: 3 clusters Score -758676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -758677.000000 Penalty: 4541.632812
	Iteration 62Q: 3 clusters Score -758677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -758677.437500 Penalty: 4541.632812
	Iteration 63Q: 3 clusters Score -758677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -758679.312500 Penalty: 4541.632812
	Iteration 64Q: 3 clusters Score -758679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -758680.812500 Penalty: 4541.632812
	Iteration 65Q: 3 clusters Score -758680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -758681.937500 Penalty: 4541.632812
	Iteration 66Q: 3 clusters Score -758681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -758682.312500 Penalty: 4541.632812
	Iteration 67Q: 3 clusters Score -758682.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -758684.687500 Penalty: 4541.632812
	Iteration 68Q: 3 clusters Score -758684.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -758688.125000 Penalty: 4541.632812
	Iteration 69Q: 3 clusters Score -758688.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -758689.937500 Penalty: 4541.632812
	Iteration 70Q: 3 clusters Score -758689.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -758690.062500 Penalty: 4541.632812
	Iteration 71Q: 3 clusters Score -758690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -758693.375000 Penalty: 4541.632812
	Iteration 72Q: 3 clusters Score -758693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -758695.750000 Penalty: 4541.632812
	Iteration 73Q: 3 clusters Score -758695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -758695.062500 Penalty: 4541.632812
	Iteration 74Q: 3 clusters Score -758695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -758694.562500 Penalty: 4541.632812
	Iteration 75Q: 3 clusters Score -758694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -758694.562500 Penalty: 4541.632812
	Iteration 76F: 3 clusters Score -758694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Entering Unmasked Estep 
Score: -502075.187500 Penalty: 2123.037598
	Iteration 0F: 2 clusters Score -502075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -497428.312500 Penalty: 4246.075195
	Iteration 0F: 3 clusters Score -497428.3 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -498900.437500 Penalty: 4246.075195
	Iteration 1F: 3 clusters Score -498900.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -499579.750000 Penalty: 4246.075195
	Iteration 2F: 3 clusters Score -499579.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -500201.750000 Penalty: 4246.075195
	Iteration 3F: 3 clusters Score -500201.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -500592.906250 Penalty: 4246.075195
	Iteration 4F: 3 clusters Score -500592.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -500787.062500 Penalty: 4246.075195
	Iteration 5F: 3 clusters Score -500787.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -500873.593750 Penalty: 4246.075195
	Iteration 6Q: 3 clusters Score -500873.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -500909.156250 Penalty: 4246.075195
	Iteration 7Q: 3 clusters Score -500909.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -500932.656250 Penalty: 4246.075195
	Iteration 8Q: 3 clusters Score -500932.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -500947.000000 Penalty: 4246.075195
	Iteration 9Q: 3 clusters Score -500947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -500953.062500 Penalty: 4246.075195
	Iteration 10Q: 3 clusters Score -500953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -500957.468750 Penalty: 4246.075195
	Iteration 11Q: 3 clusters Score -500957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -500962.781250 Penalty: 4246.075195
	Iteration 12Q: 3 clusters Score -500962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -500964.812500 Penalty: 4246.075195
	Iteration 13Q: 3 clusters Score -500964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -500966.343750 Penalty: 4246.075195
	Iteration 14Q: 3 clusters Score -500966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -500967.937500 Penalty: 4246.075195
	Iteration 15Q: 3 clusters Score -500967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -500968.312500 Penalty: 4246.075195
	Iteration 16Q: 3 clusters Score -500968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -500970.343750 Penalty: 4246.075195
	Iteration 17Q: 3 clusters Score -500970.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -500973.218750 Penalty: 4246.075195
	Iteration 18Q: 3 clusters Score -500973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -500976.656250 Penalty: 4246.075195
	Iteration 19Q: 3 clusters Score -500976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -500978.875000 Penalty: 4246.075195
	Iteration 20F: 3 clusters Score -500978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -500980.562500 Penalty: 4246.075195
	Iteration 21Q: 3 clusters Score -500980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -500983.062500 Penalty: 4246.075195
	Iteration 22Q: 3 clusters Score -500983.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -500986.906250 Penalty: 4246.075195
	Iteration 23Q: 3 clusters Score -500986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -500990.156250 Penalty: 4246.075195
	Iteration 24Q: 3 clusters Score -500990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -500994.281250 Penalty: 4246.075195
	Iteration 25Q: 3 clusters Score -500994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -500999.968750 Penalty: 4246.075195
	Iteration 26Q: 3 clusters Score -501000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -501004.093750 Penalty: 4246.075195
	Iteration 27Q: 3 clusters Score -501004.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -501009.218750 Penalty: 4246.075195
	Iteration 28Q: 3 clusters Score -501009.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -501018.062500 Penalty: 4246.075195
	Iteration 29Q: 3 clusters Score -501018.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -501024.156250 Penalty: 4246.075195
	Iteration 30Q: 3 clusters Score -501024.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -501030.375000 Penalty: 4246.075195
	Iteration 31Q: 3 clusters Score -501030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -501032.437500 Penalty: 4246.075195
	Iteration 32Q: 3 clusters Score -501032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -501035.187500 Penalty: 4246.075195
	Iteration 33Q: 3 clusters Score -501035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -501036.750000 Penalty: 4246.075195
	Iteration 34Q: 3 clusters Score -501036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -501037.625000 Penalty: 4246.075195
	Iteration 35Q: 3 clusters Score -501037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -501037.875000 Penalty: 4246.075195
	Iteration 36Q: 3 clusters Score -501037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -501037.812500 Penalty: 4246.075195
	Iteration 37Q: 3 clusters Score -501037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -501038.750000 Penalty: 4246.075195
	Iteration 38Q: 3 clusters Score -501038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -501039.000000 Penalty: 4246.075195
	Iteration 39Q: 3 clusters Score -501039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -501039.562500 Penalty: 4246.075195
	Iteration 40F: 3 clusters Score -501039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -501039.906250 Penalty: 4246.075195
	Iteration 41Q: 3 clusters Score -501039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -501039.750000 Penalty: 4246.075195
	Iteration 42Q: 3 clusters Score -501039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -501041.875000 Penalty: 4246.075195
	Iteration 43Q: 3 clusters Score -501041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -501041.875000 Penalty: 4246.075195
	Iteration 44F: 3 clusters Score -501041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -632566.687500 Penalty: 2184.104492
	Iteration 0F: 2 clusters Score -632566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -626971.750000 Penalty: 4368.208984
	Iteration 0F: 3 clusters Score -626971.8 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -628445.062500 Penalty: 4368.208984
	Iteration 1F: 3 clusters Score -628445.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -628771.312500 Penalty: 4368.208984
	Iteration 2F: 3 clusters Score -628771.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -629051.937500 Penalty: 4368.208984
	Iteration 3F: 3 clusters Score -629051.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -629417.312500 Penalty: 4368.208984
	Iteration 4F: 3 clusters Score -629417.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -629843.625000 Penalty: 4368.208984
	Iteration 5F: 3 clusters Score -629843.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -630315.812500 Penalty: 4368.208984
	Iteration 6F: 3 clusters Score -630315.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -630694.875000 Penalty: 4368.208984
	Iteration 7F: 3 clusters Score -630694.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -630936.500000 Penalty: 4368.208984
	Iteration 8F: 3 clusters Score -630936.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -631079.250000 Penalty: 4368.208984
	Iteration 9Q: 3 clusters Score -631079.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -631180.312500 Penalty: 4368.208984
	Iteration 10Q: 3 clusters Score -631180.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -631274.062500 Penalty: 4368.208984
	Iteration 11Q: 3 clusters Score -631274.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -631342.812500 Penalty: 4368.208984
	Iteration 12Q: 3 clusters Score -631342.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -631402.312500 Penalty: 4368.208984
	Iteration 13Q: 3 clusters Score -631402.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -631446.187500 Penalty: 4368.208984
	Iteration 14Q: 3 clusters Score -631446.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -631487.750000 Penalty: 4368.208984
	Iteration 15Q: 3 clusters Score -631487.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -631532.875000 Penalty: 4368.208984
	Iteration 16Q: 3 clusters Score -631532.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -631580.125000 Penalty: 4368.208984
	Iteration 17Q: 3 clusters Score -631580.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -631648.437500 Penalty: 4368.208984
	Iteration 18Q: 3 clusters Score -631648.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -631717.125000 Penalty: 4368.208984
	Iteration 19Q: 3 clusters Score -631717.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -631787.562500 Penalty: 4368.208984
	Iteration 20F: 3 clusters Score -631787.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -631845.875000 Penalty: 4368.208984
	Iteration 21Q: 3 clusters Score -631845.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -631892.812500 Penalty: 4368.208984
	Iteration 22Q: 3 clusters Score -631892.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -631940.125000 Penalty: 4368.208984
	Iteration 23Q: 3 clusters Score -631940.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -631989.375000 Penalty: 4368.208984
	Iteration 24Q: 3 clusters Score -631989.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -632037.812500 Penalty: 4368.208984
	Iteration 25Q: 3 clusters Score -632037.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -632059.375000 Penalty: 4368.208984
	Iteration 26Q: 3 clusters Score -632059.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -632076.062500 Penalty: 4368.208984
	Iteration 27Q: 3 clusters Score -632076.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -632087.125000 Penalty: 4368.208984
	Iteration 28Q: 3 clusters Score -632087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -632099.687500 Penalty: 4368.208984
	Iteration 29Q: 3 clusters Score -632099.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -632109.125000 Penalty: 4368.208984
	Iteration 30Q: 3 clusters Score -632109.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -632120.625000 Penalty: 4368.208984
	Iteration 31Q: 3 clusters Score -632120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -632127.312500 Penalty: 4368.208984
	Iteration 32Q: 3 clusters Score -632127.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -632135.000000 Penalty: 4368.208984
	Iteration 33Q: 3 clusters Score -632135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -632137.250000 Penalty: 4368.208984
	Iteration 34Q: 3 clusters Score -632137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -632141.937500 Penalty: 4368.208984
	Iteration 35Q: 3 clusters Score -632141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -632146.937500 Penalty: 4368.208984
	Iteration 36Q: 3 clusters Score -632146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -632148.625000 Penalty: 4368.208984
	Iteration 37Q: 3 clusters Score -632148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -632149.750000 Penalty: 4368.208984
	Iteration 38Q: 3 clusters Score -632149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -632150.812500 Penalty: 4368.208984
	Iteration 39Q: 3 clusters Score -632150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -632150.562500 Penalty: 4368.208984
	Iteration 40F: 3 clusters Score -632150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -632152.687500 Penalty: 4368.208984
	Iteration 41Q: 3 clusters Score -632152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -632153.750000 Penalty: 4368.208984
	Iteration 42Q: 3 clusters Score -632153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -632156.125000 Penalty: 4368.208984
	Iteration 43Q: 3 clusters Score -632156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -632159.687500 Penalty: 4368.208984
	Iteration 44Q: 3 clusters Score -632159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -632161.812500 Penalty: 4368.208984
	Iteration 45Q: 3 clusters Score -632161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -632163.750000 Penalty: 4368.208984
	Iteration 46Q: 3 clusters Score -632163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -632164.000000 Penalty: 4368.208984
	Iteration 47Q: 3 clusters Score -632164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -632165.437500 Penalty: 4368.208984
	Iteration 48Q: 3 clusters Score -632165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -632166.250000 Penalty: 4368.208984
	Iteration 49Q: 3 clusters Score -632166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -632166.250000 Penalty: 4368.208984
	Iteration 50Q: 3 clusters Score -632166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -632166.250000 Penalty: 4368.208984
	Iteration 51F: 3 clusters Score -632166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Entering Unmasked Estep 
Score: -945421.250000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -945421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -938415.875000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -938415.9 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -940268.437500 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -940268.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -940586.250000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -940586.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -940824.250000 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -940824.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -941044.812500 Penalty: 4516.345703
	Iteration 4Q: 3 clusters Score -941044.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -941229.062500 Penalty: 4516.345703
	Iteration 5Q: 3 clusters Score -941229.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -941450.875000 Penalty: 4516.345703
	Iteration 6Q: 3 clusters Score -941450.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -941707.187500 Penalty: 4516.345703
	Iteration 7Q: 3 clusters Score -941707.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -941987.250000 Penalty: 4516.345703
	Iteration 8Q: 3 clusters Score -941987.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -942278.687500 Penalty: 4516.345703
	Iteration 9Q: 3 clusters Score -942278.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -942538.312500 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -942538.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -942769.750000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -942769.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -942965.937500 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -942965.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -943119.625000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -943119.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -943215.312500 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -943215.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -943282.937500 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -943282.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -943338.250000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -943338.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -943380.000000 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -943380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -943411.062500 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -943411.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -943431.062500 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -943431.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -943448.375000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -943448.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -943468.687500 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -943468.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -943483.625000 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -943483.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -943495.875000 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -943495.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -943503.687500 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -943503.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -943510.562500 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -943510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -943517.125000 Penalty: 4516.345703
	Iteration 26Q: 3 clusters Score -943517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -943525.125000 Penalty: 4516.345703
	Iteration 27Q: 3 clusters Score -943525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -943529.875000 Penalty: 4516.345703
	Iteration 28Q: 3 clusters Score -943529.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -943535.625000 Penalty: 4516.345703
	Iteration 29Q: 3 clusters Score -943535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -943540.812500 Penalty: 4516.345703
	Iteration 30Q: 3 clusters Score -943540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -943544.250000 Penalty: 4516.345703
	Iteration 31Q: 3 clusters Score -943544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -943545.750000 Penalty: 4516.345703
	Iteration 32Q: 3 clusters Score -943545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -943546.312500 Penalty: 4516.345703
	Iteration 33Q: 3 clusters Score -943546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -943546.312500 Penalty: 4516.345703
	Iteration 34F: 3 clusters Score -943546.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -38914.394531 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -38914.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37498.523438 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -37498.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37724.914062 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -37724.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37864.167969 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -37864.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37959.925781 Penalty: 3043.240234
	Iteration 3F: 3 clusters Score -37959.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38042.042969 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -38042.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38102.085938 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -38102.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38178.445312 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -38178.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38250.660156 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -38250.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38307.148438 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -38307.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38346.078125 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -38346.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38410.343750 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -38410.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38455.210938 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -38455.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38457.968750 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -38457.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38468.500000 Penalty: 3043.240234
	Iteration 13F: 3 clusters Score -38468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38556.039062 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -38556.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38598.851562 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -38598.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38602.238281 Penalty: 3043.240234
	Iteration 16Q: 3 clusters Score -38602.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38602.238281 Penalty: 3043.240234
	Iteration 17F: 3 clusters Score -38602.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Entering Unmasked Estep 
Score: -1954559.625000 Penalty: 2447.793945
	Iteration 0F: 2 clusters Score -1954560 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 9745 members 
Entering Unmasked Estep 
Score: -1940967.625000 Penalty: 4895.587891
	Iteration 0F: 3 clusters Score -1940968 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1945538.125000 Penalty: 4895.587891
	Iteration 1F: 3 clusters Score -1945538 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1946008.750000 Penalty: 4895.587891
	Iteration 2F: 3 clusters Score -1946009 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1946497.000000 Penalty: 4895.587891
	Iteration 3F: 3 clusters Score -1946497 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1946938.500000 Penalty: 4895.587891
	Iteration 4Q: 3 clusters Score -1946938 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1947360.250000 Penalty: 4895.587891
	Iteration 5Q: 3 clusters Score -1947360 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1947772.000000 Penalty: 4895.587891
	Iteration 6Q: 3 clusters Score -1947772 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1948127.125000 Penalty: 4895.587891
	Iteration 7Q: 3 clusters Score -1948127 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1948502.000000 Penalty: 4895.587891
	Iteration 8Q: 3 clusters Score -1948502 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1948881.625000 Penalty: 4895.587891
	Iteration 9Q: 3 clusters Score -1948882 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1949250.125000 Penalty: 4895.587891
	Iteration 10Q: 3 clusters Score -1949250 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1949585.750000 Penalty: 4895.587891
	Iteration 11Q: 3 clusters Score -1949586 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1949883.875000 Penalty: 4895.587891
	Iteration 12Q: 3 clusters Score -1949884 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1950146.875000 Penalty: 4895.587891
	Iteration 13Q: 3 clusters Score -1950147 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1950400.250000 Penalty: 4895.587891
	Iteration 14Q: 3 clusters Score -1950400 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1950605.125000 Penalty: 4895.587891
	Iteration 15Q: 3 clusters Score -1950605 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1950831.250000 Penalty: 4895.587891
	Iteration 16Q: 3 clusters Score -1950831 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1951064.875000 Penalty: 4895.587891
	Iteration 17Q: 3 clusters Score -1951065 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1951271.750000 Penalty: 4895.587891
	Iteration 18Q: 3 clusters Score -1951272 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1951457.250000 Penalty: 4895.587891
	Iteration 19Q: 3 clusters Score -1951457 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1951626.750000 Penalty: 4895.587891
	Iteration 20F: 3 clusters Score -1951627 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1951796.125000 Penalty: 4895.587891
	Iteration 21Q: 3 clusters Score -1951796 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1951961.375000 Penalty: 4895.587891
	Iteration 22Q: 3 clusters Score -1951961 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1952111.000000 Penalty: 4895.587891
	Iteration 23Q: 3 clusters Score -1952111 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1952263.250000 Penalty: 4895.587891
	Iteration 24Q: 3 clusters Score -1952263 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1952413.250000 Penalty: 4895.587891
	Iteration 25Q: 3 clusters Score -1952413 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1952594.125000 Penalty: 4895.587891
	Iteration 26Q: 3 clusters Score -1952594 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1952768.000000 Penalty: 4895.587891
	Iteration 27Q: 3 clusters Score -1952768 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1952948.000000 Penalty: 4895.587891
	Iteration 28Q: 3 clusters Score -1952948 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1953094.000000 Penalty: 4895.587891
	Iteration 29Q: 3 clusters Score -1953094 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1953219.250000 Penalty: 4895.587891
	Iteration 30Q: 3 clusters Score -1953219 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1953324.500000 Penalty: 4895.587891
	Iteration 31Q: 3 clusters Score -1953324 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1953419.875000 Penalty: 4895.587891
	Iteration 32Q: 3 clusters Score -1953420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1953490.625000 Penalty: 4895.587891
	Iteration 33Q: 3 clusters Score -1953491 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1953543.500000 Penalty: 4895.587891
	Iteration 34Q: 3 clusters Score -1953544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1953572.500000 Penalty: 4895.587891
	Iteration 35Q: 3 clusters Score -1953572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1953589.875000 Penalty: 4895.587891
	Iteration 36Q: 3 clusters Score -1953590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1953616.625000 Penalty: 4895.587891
	Iteration 37Q: 3 clusters Score -1953617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1953631.375000 Penalty: 4895.587891
	Iteration 38Q: 3 clusters Score -1953631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1953644.750000 Penalty: 4895.587891
	Iteration 39Q: 3 clusters Score -1953645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1953660.750000 Penalty: 4895.587891
	Iteration 40F: 3 clusters Score -1953661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1953664.625000 Penalty: 4895.587891
	Iteration 41Q: 3 clusters Score -1953665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1953676.250000 Penalty: 4895.587891
	Iteration 42Q: 3 clusters Score -1953676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1953680.000000 Penalty: 4895.587891
	Iteration 43Q: 3 clusters Score -1953680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1953688.125000 Penalty: 4895.587891
	Iteration 44Q: 3 clusters Score -1953688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1953690.000000 Penalty: 4895.587891
	Iteration 45Q: 3 clusters Score -1953690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1953688.125000 Penalty: 4895.587891
	Iteration 46Q: 3 clusters Score -1953688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1953693.625000 Penalty: 4895.587891
	Iteration 47Q: 3 clusters Score -1953694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1953696.375000 Penalty: 4895.587891
	Iteration 48Q: 3 clusters Score -1953696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1953700.500000 Penalty: 4895.587891
	Iteration 49Q: 3 clusters Score -1953700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1953705.500000 Penalty: 4895.587891
	Iteration 50Q: 3 clusters Score -1953706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1953714.250000 Penalty: 4895.587891
	Iteration 51Q: 3 clusters Score -1953714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1953715.375000 Penalty: 4895.587891
	Iteration 52Q: 3 clusters Score -1953715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1953722.875000 Penalty: 4895.587891
	Iteration 53Q: 3 clusters Score -1953723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1953723.375000 Penalty: 4895.587891
	Iteration 54Q: 3 clusters Score -1953723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1953731.375000 Penalty: 4895.587891
	Iteration 55Q: 3 clusters Score -1953731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1953738.375000 Penalty: 4895.587891
	Iteration 56Q: 3 clusters Score -1953738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1953740.375000 Penalty: 4895.587891
	Iteration 57Q: 3 clusters Score -1953740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1953744.250000 Penalty: 4895.587891
	Iteration 58Q: 3 clusters Score -1953744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1953747.375000 Penalty: 4895.587891
	Iteration 59Q: 3 clusters Score -1953747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1953753.375000 Penalty: 4895.587891
	Iteration 60F: 3 clusters Score -1953753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1953755.375000 Penalty: 4895.587891
	Iteration 61Q: 3 clusters Score -1953755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1953755.500000 Penalty: 4895.587891
	Iteration 62Q: 3 clusters Score -1953756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1953754.250000 Penalty: 4895.587891
	Iteration 63Q: 3 clusters Score -1953754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1953758.125000 Penalty: 4895.587891
	Iteration 64Q: 3 clusters Score -1953758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1953757.875000 Penalty: 4895.587891
	Iteration 65Q: 3 clusters Score -1953758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1953760.750000 Penalty: 4895.587891
	Iteration 66Q: 3 clusters Score -1953761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1953763.125000 Penalty: 4895.587891
	Iteration 67Q: 3 clusters Score -1953763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1953761.125000 Penalty: 4895.587891
	Iteration 68Q: 3 clusters Score -1953761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1953762.625000 Penalty: 4895.587891
	Iteration 69Q: 3 clusters Score -1953763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1953765.750000 Penalty: 4895.587891
	Iteration 70Q: 3 clusters Score -1953766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1953765.500000 Penalty: 4895.587891
	Iteration 71Q: 3 clusters Score -1953766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1953766.375000 Penalty: 4895.587891
	Iteration 72Q: 3 clusters Score -1953766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1953765.625000 Penalty: 4895.587891
	Iteration 73Q: 3 clusters Score -1953766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1953765.625000 Penalty: 4895.587891
	Iteration 74Q: 3 clusters Score -1953766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1953764.000000 Penalty: 4895.587891
	Iteration 75Q: 3 clusters Score -1953764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1953768.125000 Penalty: 4895.587891
	Iteration 76Q: 3 clusters Score -1953768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1953766.625000 Penalty: 4895.587891
	Iteration 77Q: 3 clusters Score -1953767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1953766.625000 Penalty: 4895.587891
	Iteration 78F: 3 clusters Score -1953767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -1801148.000000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -1801148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1788864.375000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -1788864 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1793115.125000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -1793115 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1793808.375000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -1793808 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1794593.000000 Penalty: 4841.542969
	Iteration 3F: 3 clusters Score -1794593 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1795404.375000 Penalty: 4841.542969
	Iteration 4F: 3 clusters Score -1795404 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1796116.875000 Penalty: 4841.542969
	Iteration 5F: 3 clusters Score -1796117 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1796691.875000 Penalty: 4841.542969
	Iteration 6F: 3 clusters Score -1796692 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1797227.875000 Penalty: 4841.542969
	Iteration 7Q: 3 clusters Score -1797228 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1797759.500000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -1797760 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1798330.750000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -1798331 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1798999.375000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -1798999 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1799576.625000 Penalty: 4841.542969
	Iteration 11Q: 3 clusters Score -1799577 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1799960.875000 Penalty: 4841.542969
	Iteration 12Q: 3 clusters Score -1799961 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1800217.625000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -1800218 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1800423.125000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -1800423 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1800616.375000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -1800616 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1800765.875000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -1800766 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1800860.750000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -1800861 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1800915.125000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -1800915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1800948.000000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -1800948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1800967.000000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -1800967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1800969.875000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -1800970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1800976.625000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -1800977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1800982.375000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -1800982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1800986.500000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -1800986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1800989.125000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -1800989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1800990.750000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -1800991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1800995.000000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -1800995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1800994.375000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -1800994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1800993.750000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -1800994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1800994.000000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -1800994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1800993.750000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -1800994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1800993.000000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -1800993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1800993.000000 Penalty: 4841.542969
	Iteration 33F: 3 clusters Score -1800993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Entering Unmasked Estep 
Score: -2545985.500000 Penalty: 2536.031494
	Iteration 0F: 2 clusters Score -2545986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2527112.000000 Penalty: 5072.062988
	Iteration 0F: 3 clusters Score -2527112 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2534091.500000 Penalty: 5072.062988
	Iteration 1F: 3 clusters Score -2534092 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2534735.750000 Penalty: 5072.062988
	Iteration 2F: 3 clusters Score -2534736 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2535328.750000 Penalty: 5072.062988
	Iteration 3F: 3 clusters Score -2535329 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2535903.750000 Penalty: 5072.062988
	Iteration 4Q: 3 clusters Score -2535904 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2536463.500000 Penalty: 5072.062988
	Iteration 5Q: 3 clusters Score -2536464 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2537036.500000 Penalty: 5072.062988
	Iteration 6Q: 3 clusters Score -2537036 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2537616.500000 Penalty: 5072.062988
	Iteration 7Q: 3 clusters Score -2537616 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2538221.750000 Penalty: 5072.062988
	Iteration 8Q: 3 clusters Score -2538222 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2538797.000000 Penalty: 5072.062988
	Iteration 9Q: 3 clusters Score -2538797 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2539296.750000 Penalty: 5072.062988
	Iteration 10Q: 3 clusters Score -2539297 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2539748.500000 Penalty: 5072.062988
	Iteration 11Q: 3 clusters Score -2539748 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2540169.000000 Penalty: 5072.062988
	Iteration 12Q: 3 clusters Score -2540169 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2540492.500000 Penalty: 5072.062988
	Iteration 13Q: 3 clusters Score -2540492 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2540815.250000 Penalty: 5072.062988
	Iteration 14Q: 3 clusters Score -2540815 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2541082.250000 Penalty: 5072.062988
	Iteration 15Q: 3 clusters Score -2541082 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2541302.750000 Penalty: 5072.062988
	Iteration 16Q: 3 clusters Score -2541303 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2541512.250000 Penalty: 5072.062988
	Iteration 17Q: 3 clusters Score -2541512 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2541694.250000 Penalty: 5072.062988
	Iteration 18Q: 3 clusters Score -2541694 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2541877.250000 Penalty: 5072.062988
	Iteration 19Q: 3 clusters Score -2541877 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2542021.250000 Penalty: 5072.062988
	Iteration 20F: 3 clusters Score -2542021 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2542174.250000 Penalty: 5072.062988
	Iteration 21Q: 3 clusters Score -2542174 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2542342.750000 Penalty: 5072.062988
	Iteration 22Q: 3 clusters Score -2542343 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2542472.250000 Penalty: 5072.062988
	Iteration 23Q: 3 clusters Score -2542472 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2542619.000000 Penalty: 5072.062988
	Iteration 24Q: 3 clusters Score -2542619 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2542756.000000 Penalty: 5072.062988
	Iteration 25Q: 3 clusters Score -2542756 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2542894.500000 Penalty: 5072.062988
	Iteration 26Q: 3 clusters Score -2542894 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2543017.750000 Penalty: 5072.062988
	Iteration 27Q: 3 clusters Score -2543018 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2543123.250000 Penalty: 5072.062988
	Iteration 28Q: 3 clusters Score -2543123 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2543241.000000 Penalty: 5072.062988
	Iteration 29Q: 3 clusters Score -2543241 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2543374.000000 Penalty: 5072.062988
	Iteration 30Q: 3 clusters Score -2543374 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2543484.250000 Penalty: 5072.062988
	Iteration 31Q: 3 clusters Score -2543484 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2543581.500000 Penalty: 5072.062988
	Iteration 32Q: 3 clusters Score -2543582 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2543665.750000 Penalty: 5072.062988
	Iteration 33Q: 3 clusters Score -2543666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2543737.000000 Penalty: 5072.062988
	Iteration 34Q: 3 clusters Score -2543737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2543793.250000 Penalty: 5072.062988
	Iteration 35Q: 3 clusters Score -2543793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2543836.250000 Penalty: 5072.062988
	Iteration 36Q: 3 clusters Score -2543836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2543858.250000 Penalty: 5072.062988
	Iteration 37Q: 3 clusters Score -2543858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2543880.000000 Penalty: 5072.062988
	Iteration 38Q: 3 clusters Score -2543880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2543896.500000 Penalty: 5072.062988
	Iteration 39Q: 3 clusters Score -2543896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2543908.000000 Penalty: 5072.062988
	Iteration 40F: 3 clusters Score -2543908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2543922.250000 Penalty: 5072.062988
	Iteration 41Q: 3 clusters Score -2543922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2543933.000000 Penalty: 5072.062988
	Iteration 42Q: 3 clusters Score -2543933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2543946.000000 Penalty: 5072.062988
	Iteration 43Q: 3 clusters Score -2543946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2543952.250000 Penalty: 5072.062988
	Iteration 44Q: 3 clusters Score -2543952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2543956.750000 Penalty: 5072.062988
	Iteration 45Q: 3 clusters Score -2543957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2543967.000000 Penalty: 5072.062988
	Iteration 46Q: 3 clusters Score -2543967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2543987.000000 Penalty: 5072.062988
	Iteration 47Q: 3 clusters Score -2543987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2543989.250000 Penalty: 5072.062988
	Iteration 48Q: 3 clusters Score -2543989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2544003.250000 Penalty: 5072.062988
	Iteration 49Q: 3 clusters Score -2544003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2544011.000000 Penalty: 5072.062988
	Iteration 50Q: 3 clusters Score -2544011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2544018.500000 Penalty: 5072.062988
	Iteration 51Q: 3 clusters Score -2544018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2544024.750000 Penalty: 5072.062988
	Iteration 52Q: 3 clusters Score -2544025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2544030.500000 Penalty: 5072.062988
	Iteration 53Q: 3 clusters Score -2544030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2544044.500000 Penalty: 5072.062988
	Iteration 54Q: 3 clusters Score -2544044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2544044.250000 Penalty: 5072.062988
	Iteration 55Q: 3 clusters Score -2544044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2544046.250000 Penalty: 5072.062988
	Iteration 56Q: 3 clusters Score -2544046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2544050.250000 Penalty: 5072.062988
	Iteration 57Q: 3 clusters Score -2544050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2544053.000000 Penalty: 5072.062988
	Iteration 58Q: 3 clusters Score -2544053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2544057.000000 Penalty: 5072.062988
	Iteration 59Q: 3 clusters Score -2544057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2544062.500000 Penalty: 5072.062988
	Iteration 60F: 3 clusters Score -2544062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2544068.750000 Penalty: 5072.062988
	Iteration 61Q: 3 clusters Score -2544069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2544069.000000 Penalty: 5072.062988
	Iteration 62Q: 3 clusters Score -2544069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2544074.750000 Penalty: 5072.062988
	Iteration 63Q: 3 clusters Score -2544075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2544080.000000 Penalty: 5072.062988
	Iteration 64Q: 3 clusters Score -2544080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2544079.500000 Penalty: 5072.062988
	Iteration 65Q: 3 clusters Score -2544080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2544078.250000 Penalty: 5072.062988
	Iteration 66Q: 3 clusters Score -2544078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2544079.750000 Penalty: 5072.062988
	Iteration 67Q: 3 clusters Score -2544080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2544078.500000 Penalty: 5072.062988
	Iteration 68Q: 3 clusters Score -2544078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2544077.750000 Penalty: 5072.062988
	Iteration 69Q: 3 clusters Score -2544078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2544079.250000 Penalty: 5072.062988
	Iteration 70Q: 3 clusters Score -2544079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2544079.250000 Penalty: 5072.062988
	Iteration 71F: 3 clusters Score -2544079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -223946.281250 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -223946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -221151.609375 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -221151.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -221661.906250 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -221661.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -221815.437500 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -221815.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -221898.281250 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -221898.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -221963.781250 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -221963.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -222005.718750 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -222005.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -222034.984375 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -222035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -222058.359375 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -222058.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -222079.171875 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -222079.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -222098.140625 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -222098.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -222112.203125 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -222112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -222122.546875 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -222122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -222128.875000 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -222128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -222131.781250 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -222131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -222134.828125 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -222134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -222135.375000 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -222135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -222136.265625 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -222136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -222138.218750 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -222138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -222139.484375 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -222139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -222140.984375 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -222141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -222142.031250 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -222142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -222143.156250 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -222143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -222143.515625 Penalty: 3831.325684
	Iteration 22Q: 3 clusters Score -222143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -222144.109375 Penalty: 3831.325684
	Iteration 23Q: 3 clusters Score -222144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -222146.671875 Penalty: 3831.325684
	Iteration 24Q: 3 clusters Score -222146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -222147.984375 Penalty: 3831.325684
	Iteration 25Q: 3 clusters Score -222148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -222149.609375 Penalty: 3831.325684
	Iteration 26Q: 3 clusters Score -222149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -222150.546875 Penalty: 3831.325684
	Iteration 27Q: 3 clusters Score -222150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -222153.015625 Penalty: 3831.325684
	Iteration 28Q: 3 clusters Score -222153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -222158.046875 Penalty: 3831.325684
	Iteration 29Q: 3 clusters Score -222158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -222159.937500 Penalty: 3831.325684
	Iteration 30Q: 3 clusters Score -222159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -222161.968750 Penalty: 3831.325684
	Iteration 31Q: 3 clusters Score -222162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -222163.421875 Penalty: 3831.325684
	Iteration 32Q: 3 clusters Score -222163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -222164.687500 Penalty: 3831.325684
	Iteration 33Q: 3 clusters Score -222164.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -222166.718750 Penalty: 3831.325684
	Iteration 34Q: 3 clusters Score -222166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -222167.656250 Penalty: 3831.325684
	Iteration 35Q: 3 clusters Score -222167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -222168.125000 Penalty: 3831.325684
	Iteration 36Q: 3 clusters Score -222168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -222168.125000 Penalty: 3831.325684
	Iteration 37F: 3 clusters Score -222168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -153812.796875 Penalty: 1866.892822
	Iteration 0F: 2 clusters Score -153812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -151355.937500 Penalty: 3733.785645
	Iteration 0F: 3 clusters Score -151355.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152006.484375 Penalty: 3733.785645
	Iteration 1F: 3 clusters Score -152006.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -152247.390625 Penalty: 3733.785645
	Iteration 2F: 3 clusters Score -152247.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -152455.328125 Penalty: 3733.785645
	Iteration 3F: 3 clusters Score -152455.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -152655.093750 Penalty: 3733.785645
	Iteration 4F: 3 clusters Score -152655.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -152815.671875 Penalty: 3733.785645
	Iteration 5Q: 3 clusters Score -152815.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152938.890625 Penalty: 3733.785645
	Iteration 6Q: 3 clusters Score -152938.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -153070.343750 Penalty: 3733.785645
	Iteration 7Q: 3 clusters Score -153070.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -153189.500000 Penalty: 3733.785645
	Iteration 8Q: 3 clusters Score -153189.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153265.546875 Penalty: 3733.785645
	Iteration 9Q: 3 clusters Score -153265.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -153318.656250 Penalty: 3733.785645
	Iteration 10Q: 3 clusters Score -153318.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -153353.093750 Penalty: 3733.785645
	Iteration 11Q: 3 clusters Score -153353.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153371.203125 Penalty: 3733.785645
	Iteration 12Q: 3 clusters Score -153371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -153387.062500 Penalty: 3733.785645
	Iteration 13Q: 3 clusters Score -153387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -153395.984375 Penalty: 3733.785645
	Iteration 14Q: 3 clusters Score -153396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153400.046875 Penalty: 3733.785645
	Iteration 15Q: 3 clusters Score -153400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153401.031250 Penalty: 3733.785645
	Iteration 16Q: 3 clusters Score -153401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -153401.343750 Penalty: 3733.785645
	Iteration 17Q: 3 clusters Score -153401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -153402.484375 Penalty: 3733.785645
	Iteration 18Q: 3 clusters Score -153402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -153404.390625 Penalty: 3733.785645
	Iteration 19Q: 3 clusters Score -153404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153406.609375 Penalty: 3733.785645
	Iteration 20F: 3 clusters Score -153406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153408.734375 Penalty: 3733.785645
	Iteration 21Q: 3 clusters Score -153408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -153411.781250 Penalty: 3733.785645
	Iteration 22Q: 3 clusters Score -153411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -153414.718750 Penalty: 3733.785645
	Iteration 23Q: 3 clusters Score -153414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153416.312500 Penalty: 3733.785645
	Iteration 24Q: 3 clusters Score -153416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153417.546875 Penalty: 3733.785645
	Iteration 25Q: 3 clusters Score -153417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -153418.109375 Penalty: 3733.785645
	Iteration 26Q: 3 clusters Score -153418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153419.187500 Penalty: 3733.785645
	Iteration 27Q: 3 clusters Score -153419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153419.187500 Penalty: 3733.785645
	Iteration 28F: 3 clusters Score -153419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -362650.000000 Penalty: 2044.985596
	Iteration 0F: 2 clusters Score -362650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -358857.593750 Penalty: 4089.971191
	Iteration 0F: 3 clusters Score -358857.6 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -359672.781250 Penalty: 4089.971191
	Iteration 1F: 3 clusters Score -359672.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -359949.031250 Penalty: 4089.971191
	Iteration 2F: 3 clusters Score -359949 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -360239.281250 Penalty: 4089.971191
	Iteration 3F: 3 clusters Score -360239.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -360542.937500 Penalty: 4089.971191
	Iteration 4F: 3 clusters Score -360542.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -360895.375000 Penalty: 4089.971191
	Iteration 5F: 3 clusters Score -360895.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -361219.468750 Penalty: 4089.971191
	Iteration 6F: 3 clusters Score -361219.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -361497.125000 Penalty: 4089.971191
	Iteration 7F: 3 clusters Score -361497.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -361670.500000 Penalty: 4089.971191
	Iteration 8Q: 3 clusters Score -361670.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -361785.531250 Penalty: 4089.971191
	Iteration 9Q: 3 clusters Score -361785.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -361866.781250 Penalty: 4089.971191
	Iteration 10Q: 3 clusters Score -361866.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -361905.750000 Penalty: 4089.971191
	Iteration 11Q: 3 clusters Score -361905.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -361925.750000 Penalty: 4089.971191
	Iteration 12Q: 3 clusters Score -361925.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361937.156250 Penalty: 4089.971191
	Iteration 13Q: 3 clusters Score -361937.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -361943.125000 Penalty: 4089.971191
	Iteration 14Q: 3 clusters Score -361943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361950.156250 Penalty: 4089.971191
	Iteration 15Q: 3 clusters Score -361950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -361957.656250 Penalty: 4089.971191
	Iteration 16Q: 3 clusters Score -361957.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -361963.281250 Penalty: 4089.971191
	Iteration 17Q: 3 clusters Score -361963.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -361968.687500 Penalty: 4089.971191
	Iteration 18Q: 3 clusters Score -361968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -361973.656250 Penalty: 4089.971191
	Iteration 19Q: 3 clusters Score -361973.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -361976.750000 Penalty: 4089.971191
	Iteration 20F: 3 clusters Score -361976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -361976.968750 Penalty: 4089.971191
	Iteration 21Q: 3 clusters Score -361977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -361978.781250 Penalty: 4089.971191
	Iteration 22Q: 3 clusters Score -361978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -361980.093750 Penalty: 4089.971191
	Iteration 23Q: 3 clusters Score -361980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -361980.656250 Penalty: 4089.971191
	Iteration 24Q: 3 clusters Score -361980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -361981.062500 Penalty: 4089.971191
	Iteration 25Q: 3 clusters Score -361981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -361981.593750 Penalty: 4089.971191
	Iteration 26Q: 3 clusters Score -361981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -361981.593750 Penalty: 4089.971191
	Iteration 27F: 3 clusters Score -361981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -945793.625000 Penalty: 2281.797119
	Iteration 0F: 2 clusters Score -945793.6 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 4989 members 
Entering Unmasked Estep 
Score: -938166.875000 Penalty: 4563.594238
	Iteration 0F: 3 clusters Score -938166.9 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -940360.062500 Penalty: 4563.594238
	Iteration 1F: 3 clusters Score -940360.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -940688.437500 Penalty: 4563.594238
	Iteration 2F: 3 clusters Score -940688.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -940977.875000 Penalty: 4563.594238
	Iteration 3F: 3 clusters Score -940977.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -941177.875000 Penalty: 4563.594238
	Iteration 4Q: 3 clusters Score -941177.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -941372.437500 Penalty: 4563.594238
	Iteration 5Q: 3 clusters Score -941372.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -941547.312500 Penalty: 4563.594238
	Iteration 6Q: 3 clusters Score -941547.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -941693.500000 Penalty: 4563.594238
	Iteration 7Q: 3 clusters Score -941693.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -941829.812500 Penalty: 4563.594238
	Iteration 8Q: 3 clusters Score -941829.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -941959.250000 Penalty: 4563.594238
	Iteration 9Q: 3 clusters Score -941959.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -942082.937500 Penalty: 4563.594238
	Iteration 10Q: 3 clusters Score -942082.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -942216.062500 Penalty: 4563.594238
	Iteration 11Q: 3 clusters Score -942216.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -942379.812500 Penalty: 4563.594238
	Iteration 12Q: 3 clusters Score -942379.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -942565.187500 Penalty: 4563.594238
	Iteration 13Q: 3 clusters Score -942565.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -942727.312500 Penalty: 4563.594238
	Iteration 14Q: 3 clusters Score -942727.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -942875.687500 Penalty: 4563.594238
	Iteration 15Q: 3 clusters Score -942875.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -942998.000000 Penalty: 4563.594238
	Iteration 16Q: 3 clusters Score -942998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -943116.562500 Penalty: 4563.594238
	Iteration 17Q: 3 clusters Score -943116.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -943229.312500 Penalty: 4563.594238
	Iteration 18Q: 3 clusters Score -943229.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -943324.312500 Penalty: 4563.594238
	Iteration 19Q: 3 clusters Score -943324.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -943407.500000 Penalty: 4563.594238
	Iteration 20F: 3 clusters Score -943407.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -943482.812500 Penalty: 4563.594238
	Iteration 21Q: 3 clusters Score -943482.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -943564.312500 Penalty: 4563.594238
	Iteration 22Q: 3 clusters Score -943564.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -943643.000000 Penalty: 4563.594238
	Iteration 23Q: 3 clusters Score -943643 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -943722.125000 Penalty: 4563.594238
	Iteration 24Q: 3 clusters Score -943722.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -943800.312500 Penalty: 4563.594238
	Iteration 25Q: 3 clusters Score -943800.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -943866.687500 Penalty: 4563.594238
	Iteration 26Q: 3 clusters Score -943866.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -943931.562500 Penalty: 4563.594238
	Iteration 27Q: 3 clusters Score -943931.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -944012.125000 Penalty: 4563.594238
	Iteration 28Q: 3 clusters Score -944012.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -944122.312500 Penalty: 4563.594238
	Iteration 29Q: 3 clusters Score -944122.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -944225.687500 Penalty: 4563.594238
	Iteration 30Q: 3 clusters Score -944225.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -944293.750000 Penalty: 4563.594238
	Iteration 31Q: 3 clusters Score -944293.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -944331.812500 Penalty: 4563.594238
	Iteration 32Q: 3 clusters Score -944331.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -944359.437500 Penalty: 4563.594238
	Iteration 33Q: 3 clusters Score -944359.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -944384.687500 Penalty: 4563.594238
	Iteration 34Q: 3 clusters Score -944384.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -944401.125000 Penalty: 4563.594238
	Iteration 35Q: 3 clusters Score -944401.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -944419.000000 Penalty: 4563.594238
	Iteration 36Q: 3 clusters Score -944419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -944442.750000 Penalty: 4563.594238
	Iteration 37Q: 3 clusters Score -944442.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -944461.250000 Penalty: 4563.594238
	Iteration 38Q: 3 clusters Score -944461.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -944476.437500 Penalty: 4563.594238
	Iteration 39Q: 3 clusters Score -944476.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -944490.687500 Penalty: 4563.594238
	Iteration 40F: 3 clusters Score -944490.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -944507.125000 Penalty: 4563.594238
	Iteration 41Q: 3 clusters Score -944507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -944512.125000 Penalty: 4563.594238
	Iteration 42Q: 3 clusters Score -944512.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -944517.687500 Penalty: 4563.594238
	Iteration 43Q: 3 clusters Score -944517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -944522.625000 Penalty: 4563.594238
	Iteration 44Q: 3 clusters Score -944522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -944526.875000 Penalty: 4563.594238
	Iteration 45Q: 3 clusters Score -944526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -944528.750000 Penalty: 4563.594238
	Iteration 46Q: 3 clusters Score -944528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -944529.125000 Penalty: 4563.594238
	Iteration 47Q: 3 clusters Score -944529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -944535.062500 Penalty: 4563.594238
	Iteration 48Q: 3 clusters Score -944535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -944535.437500 Penalty: 4563.594238
	Iteration 49Q: 3 clusters Score -944535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -944539.375000 Penalty: 4563.594238
	Iteration 50Q: 3 clusters Score -944539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -944542.000000 Penalty: 4563.594238
	Iteration 51Q: 3 clusters Score -944542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -944542.062500 Penalty: 4563.594238
	Iteration 52Q: 3 clusters Score -944542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -944544.187500 Penalty: 4563.594238
	Iteration 53Q: 3 clusters Score -944544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -944545.062500 Penalty: 4563.594238
	Iteration 54Q: 3 clusters Score -944545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -944546.250000 Penalty: 4563.594238
	Iteration 55Q: 3 clusters Score -944546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -944546.062500 Penalty: 4563.594238
	Iteration 56Q: 3 clusters Score -944546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -944546.062500 Penalty: 4563.594238
	Iteration 57F: 3 clusters Score -944546.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -737218.375000 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -737218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -730947.312500 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -730947.3 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -732674.312500 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -732674.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -733006.562500 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -733006.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -733290.500000 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -733290.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -733622.375000 Penalty: 4447.755371
	Iteration 4F: 3 clusters Score -733622.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -734066.062500 Penalty: 4447.755371
	Iteration 5F: 3 clusters Score -734066.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -734561.937500 Penalty: 4447.755371
	Iteration 6F: 3 clusters Score -734561.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -734989.562500 Penalty: 4447.755371
	Iteration 7F: 3 clusters Score -734989.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -735275.812500 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -735275.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -735443.500000 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -735443.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -735551.375000 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -735551.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -735635.250000 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -735635.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -735696.625000 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -735696.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -735739.500000 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -735739.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -735777.687500 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -735777.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -735814.625000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -735814.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -735842.437500 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -735842.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -735864.187500 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -735864.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -735881.812500 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -735881.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -735900.375000 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -735900.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -735924.812500 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -735924.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -735942.062500 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -735942.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -735953.312500 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -735953.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -735963.375000 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -735963.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -735979.125000 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -735979.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -735992.875000 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -735992.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -736009.375000 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -736009.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -736025.687500 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -736025.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -736038.125000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -736038.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -736049.250000 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -736049.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -736062.000000 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -736062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -736080.812500 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -736080.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -736101.437500 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -736101.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -736117.250000 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -736117.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -736132.562500 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -736132.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -736148.812500 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -736148.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -736160.500000 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -736160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -736166.312500 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -736166.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -736175.812500 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -736175.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -736188.250000 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -736188.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -736195.312500 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -736195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -736202.312500 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -736202.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -736210.625000 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -736210.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -736220.125000 Penalty: 4447.755371
	Iteration 43Q: 3 clusters Score -736220.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -736231.437500 Penalty: 4447.755371
	Iteration 44Q: 3 clusters Score -736231.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -736240.437500 Penalty: 4447.755371
	Iteration 45Q: 3 clusters Score -736240.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -736254.437500 Penalty: 4447.755371
	Iteration 46Q: 3 clusters Score -736254.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -736269.875000 Penalty: 4447.755371
	Iteration 47Q: 3 clusters Score -736269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -736282.062500 Penalty: 4447.755371
	Iteration 48Q: 3 clusters Score -736282.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -736291.187500 Penalty: 4447.755371
	Iteration 49Q: 3 clusters Score -736291.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -736300.375000 Penalty: 4447.755371
	Iteration 50Q: 3 clusters Score -736300.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -736306.437500 Penalty: 4447.755371
	Iteration 51Q: 3 clusters Score -736306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -736309.375000 Penalty: 4447.755371
	Iteration 52Q: 3 clusters Score -736309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -736310.312500 Penalty: 4447.755371
	Iteration 53Q: 3 clusters Score -736310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -736314.687500 Penalty: 4447.755371
	Iteration 54Q: 3 clusters Score -736314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -736323.375000 Penalty: 4447.755371
	Iteration 55Q: 3 clusters Score -736323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -736331.875000 Penalty: 4447.755371
	Iteration 56Q: 3 clusters Score -736331.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -736343.125000 Penalty: 4447.755371
	Iteration 57Q: 3 clusters Score -736343.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -736352.312500 Penalty: 4447.755371
	Iteration 58Q: 3 clusters Score -736352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -736358.750000 Penalty: 4447.755371
	Iteration 59Q: 3 clusters Score -736358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -736363.312500 Penalty: 4447.755371
	Iteration 60F: 3 clusters Score -736363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -736367.375000 Penalty: 4447.755371
	Iteration 61Q: 3 clusters Score -736367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -736374.312500 Penalty: 4447.755371
	Iteration 62Q: 3 clusters Score -736374.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -736378.375000 Penalty: 4447.755371
	Iteration 63Q: 3 clusters Score -736378.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -736387.562500 Penalty: 4447.755371
	Iteration 64Q: 3 clusters Score -736387.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -736392.250000 Penalty: 4447.755371
	Iteration 65Q: 3 clusters Score -736392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -736397.125000 Penalty: 4447.755371
	Iteration 66Q: 3 clusters Score -736397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -736401.500000 Penalty: 4447.755371
	Iteration 67Q: 3 clusters Score -736401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -736404.437500 Penalty: 4447.755371
	Iteration 68Q: 3 clusters Score -736404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -736406.437500 Penalty: 4447.755371
	Iteration 69Q: 3 clusters Score -736406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -736407.875000 Penalty: 4447.755371
	Iteration 70Q: 3 clusters Score -736407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -736410.625000 Penalty: 4447.755371
	Iteration 71Q: 3 clusters Score -736410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -736411.187500 Penalty: 4447.755371
	Iteration 72Q: 3 clusters Score -736411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -736411.187500 Penalty: 4447.755371
	Iteration 73F: 3 clusters Score -736411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -211631.796875 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -211631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -208945.265625 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -208945.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -209357.390625 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -209357.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -209476.484375 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -209476.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -209556.000000 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -209556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -209598.859375 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -209598.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -209626.765625 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -209626.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -209642.546875 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -209642.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -209654.828125 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -209654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -209660.750000 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -209660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209664.234375 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -209664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -209666.203125 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -209666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -209667.281250 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -209667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -209667.687500 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -209667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -209669.359375 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -209669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -209669.578125 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -209669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -209669.578125 Penalty: 3801.050293
	Iteration 15F: 3 clusters Score -209669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -41669.921875 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -41669.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40239.679688 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -40239.68 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40388.062500 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -40388.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40424.175781 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -40424.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40432.890625 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -40432.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40432.890625 Penalty: 3024.645020
	Iteration 4F: 3 clusters Score -40432.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (55340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Entering Unmasked Estep 
Score: -5170717.500000 Penalty: 2708.470215
	Iteration 0F: 2 clusters Score -5170718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5133797.000000 Penalty: 5416.940430
	Iteration 0F: 3 clusters Score -5133797 nChanged 25604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5148449.500000 Penalty: 5416.940430
	Iteration 1F: 3 clusters Score -5148450 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5150049.500000 Penalty: 5416.940430
	Iteration 2F: 3 clusters Score -5150050 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5151875.500000 Penalty: 5416.940430
	Iteration 3F: 3 clusters Score -5151876 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -5154022.000000 Penalty: 5416.940430
	Iteration 4F: 3 clusters Score -5154022 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -5156287.500000 Penalty: 5416.940430
	Iteration 5F: 3 clusters Score -5156288 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -5158423.500000 Penalty: 5416.940430
	Iteration 6F: 3 clusters Score -5158424 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -5160435.500000 Penalty: 5416.940430
	Iteration 7F: 3 clusters Score -5160436 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5162065.000000 Penalty: 5416.940430
	Iteration 8Q: 3 clusters Score -5162065 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5163228.000000 Penalty: 5416.940430
	Iteration 9Q: 3 clusters Score -5163228 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -5163872.000000 Penalty: 5416.940430
	Iteration 10Q: 3 clusters Score -5163872 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -5164290.000000 Penalty: 5416.940430
	Iteration 11Q: 3 clusters Score -5164290 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5164672.500000 Penalty: 5416.940430
	Iteration 12Q: 3 clusters Score -5164672 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5165048.500000 Penalty: 5416.940430
	Iteration 13Q: 3 clusters Score -5165048 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5165427.500000 Penalty: 5416.940430
	Iteration 14Q: 3 clusters Score -5165428 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5165862.500000 Penalty: 5416.940430
	Iteration 15Q: 3 clusters Score -5165862 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5166297.000000 Penalty: 5416.940430
	Iteration 16Q: 3 clusters Score -5166297 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5166764.500000 Penalty: 5416.940430
	Iteration 17Q: 3 clusters Score -5166764 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5167183.000000 Penalty: 5416.940430
	Iteration 18Q: 3 clusters Score -5167183 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -5167466.000000 Penalty: 5416.940430
	Iteration 19Q: 3 clusters Score -5167466 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5167710.000000 Penalty: 5416.940430
	Iteration 20F: 3 clusters Score -5167710 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5167883.500000 Penalty: 5416.940430
	Iteration 21Q: 3 clusters Score -5167884 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -5168008.000000 Penalty: 5416.940430
	Iteration 22Q: 3 clusters Score -5168008 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5168121.500000 Penalty: 5416.940430
	Iteration 23Q: 3 clusters Score -5168122 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -5168233.000000 Penalty: 5416.940430
	Iteration 24Q: 3 clusters Score -5168233 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5168317.000000 Penalty: 5416.940430
	Iteration 25Q: 3 clusters Score -5168317 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -5168398.500000 Penalty: 5416.940430
	Iteration 26Q: 3 clusters Score -5168398 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -5168472.000000 Penalty: 5416.940430
	Iteration 27Q: 3 clusters Score -5168472 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5168589.500000 Penalty: 5416.940430
	Iteration 28Q: 3 clusters Score -5168590 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5168678.500000 Penalty: 5416.940430
	Iteration 29Q: 3 clusters Score -5168678 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -5168783.000000 Penalty: 5416.940430
	Iteration 30Q: 3 clusters Score -5168783 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5168845.000000 Penalty: 5416.940430
	Iteration 31Q: 3 clusters Score -5168845 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -5168946.500000 Penalty: 5416.940430
	Iteration 32Q: 3 clusters Score -5168946 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5169041.500000 Penalty: 5416.940430
	Iteration 33Q: 3 clusters Score -5169042 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5169124.500000 Penalty: 5416.940430
	Iteration 34Q: 3 clusters Score -5169124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -5169204.000000 Penalty: 5416.940430
	Iteration 35Q: 3 clusters Score -5169204 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -5169297.000000 Penalty: 5416.940430
	Iteration 36Q: 3 clusters Score -5169297 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5169407.000000 Penalty: 5416.940430
	Iteration 37Q: 3 clusters Score -5169407 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5169495.500000 Penalty: 5416.940430
	Iteration 38Q: 3 clusters Score -5169496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -5169579.000000 Penalty: 5416.940430
	Iteration 39Q: 3 clusters Score -5169579 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5169654.500000 Penalty: 5416.940430
	Iteration 40F: 3 clusters Score -5169654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5169753.000000 Penalty: 5416.940430
	Iteration 41Q: 3 clusters Score -5169753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -5169818.500000 Penalty: 5416.940430
	Iteration 42Q: 3 clusters Score -5169818 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -5169878.500000 Penalty: 5416.940430
	Iteration 43Q: 3 clusters Score -5169878 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -5169964.500000 Penalty: 5416.940430
	Iteration 44Q: 3 clusters Score -5169964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -5170008.000000 Penalty: 5416.940430
	Iteration 45Q: 3 clusters Score -5170008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -5170043.000000 Penalty: 5416.940430
	Iteration 46Q: 3 clusters Score -5170043 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -5170072.500000 Penalty: 5416.940430
	Iteration 47Q: 3 clusters Score -5170072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -5170117.000000 Penalty: 5416.940430
	Iteration 48Q: 3 clusters Score -5170117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -5170145.000000 Penalty: 5416.940430
	Iteration 49Q: 3 clusters Score -5170145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -5170173.000000 Penalty: 5416.940430
	Iteration 50Q: 3 clusters Score -5170173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -5170179.500000 Penalty: 5416.940430
	Iteration 51Q: 3 clusters Score -5170180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -5170190.000000 Penalty: 5416.940430
	Iteration 52Q: 3 clusters Score -5170190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -5170208.500000 Penalty: 5416.940430
	Iteration 53Q: 3 clusters Score -5170208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -5170208.500000 Penalty: 5416.940430
	Iteration 54Q: 3 clusters Score -5170208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -5170228.000000 Penalty: 5416.940430
	Iteration 55Q: 3 clusters Score -5170228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -5170245.500000 Penalty: 5416.940430
	Iteration 56Q: 3 clusters Score -5170246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -5170239.000000 Penalty: 5416.940430
	Iteration 57Q: 3 clusters Score -5170239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -5170249.500000 Penalty: 5416.940430
	Iteration 58Q: 3 clusters Score -5170250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -5170274.500000 Penalty: 5416.940430
	Iteration 59Q: 3 clusters Score -5170274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -5170286.500000 Penalty: 5416.940430
	Iteration 60F: 3 clusters Score -5170286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -5170280.000000 Penalty: 5416.940430
	Iteration 61Q: 3 clusters Score -5170280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -5170294.000000 Penalty: 5416.940430
	Iteration 62Q: 3 clusters Score -5170294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -5170296.000000 Penalty: 5416.940430
	Iteration 63Q: 3 clusters Score -5170296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -5170309.000000 Penalty: 5416.940430
	Iteration 64Q: 3 clusters Score -5170309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -5170315.000000 Penalty: 5416.940430
	Iteration 65Q: 3 clusters Score -5170315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -5170326.000000 Penalty: 5416.940430
	Iteration 66Q: 3 clusters Score -5170326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -5170322.500000 Penalty: 5416.940430
	Iteration 67Q: 3 clusters Score -5170322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -5170326.500000 Penalty: 5416.940430
	Iteration 68Q: 3 clusters Score -5170326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -5170335.000000 Penalty: 5416.940430
	Iteration 69Q: 3 clusters Score -5170335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -5170343.500000 Penalty: 5416.940430
	Iteration 70Q: 3 clusters Score -5170344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -5170347.500000 Penalty: 5416.940430
	Iteration 71Q: 3 clusters Score -5170348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -5170355.500000 Penalty: 5416.940430
	Iteration 72Q: 3 clusters Score -5170356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -5170357.500000 Penalty: 5416.940430
	Iteration 73Q: 3 clusters Score -5170358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -5170349.500000 Penalty: 5416.940430
	Iteration 74Q: 3 clusters Score -5170350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -5170352.500000 Penalty: 5416.940430
	Iteration 75Q: 3 clusters Score -5170352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -5170353.000000 Penalty: 5416.940430
	Iteration 76Q: 3 clusters Score -5170353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -5170349.500000 Penalty: 5416.940430
	Iteration 77Q: 3 clusters Score -5170350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -5170347.500000 Penalty: 5416.940430
	Iteration 78Q: 3 clusters Score -5170348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -5170353.000000 Penalty: 5416.940430
	Iteration 79Q: 3 clusters Score -5170353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -5170356.500000 Penalty: 5416.940430
	Iteration 80F: 3 clusters Score -5170356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -5170354.000000 Penalty: 5416.940430
	Iteration 81Q: 3 clusters Score -5170354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -5170354.500000 Penalty: 5416.940430
	Iteration 82Q: 3 clusters Score -5170354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -5170352.000000 Penalty: 5416.940430
	Iteration 83Q: 3 clusters Score -5170352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -5170352.000000 Penalty: 5416.940430
	Iteration 84F: 3 clusters Score -5170352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (210284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210284 members 
Entering Unmasked Estep 
Score: -21654978.000000 Penalty: 3039.541016
	Iteration 0F: 2 clusters Score -2.165498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -21513732.000000 Penalty: 6079.082031
	Iteration 0F: 3 clusters Score -2.151373e+07 nChanged 101348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -21573070.000000 Penalty: 6079.082031
	Iteration 1F: 3 clusters Score -2.157307e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -21574782.000000 Penalty: 6079.082031
	Iteration 2Q: 3 clusters Score -2.157478e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -21577530.000000 Penalty: 6079.082031
	Iteration 3Q: 3 clusters Score -2.157753e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
Score: -21582156.000000 Penalty: 6079.082031
	Iteration 4Q: 3 clusters Score -2.158216e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -21588136.000000 Penalty: 6079.082031
	Iteration 5F: 3 clusters Score -2.158814e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -21595124.000000 Penalty: 6079.082031
	Iteration 6F: 3 clusters Score -2.159512e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 105378 members 
Entering Unmasked Estep 
Score: -21601426.000000 Penalty: 6079.082031
	Iteration 7F: 3 clusters Score -2.160143e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -21606112.000000 Penalty: 6079.082031
	Iteration 8F: 3 clusters Score -2.160611e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -21609732.000000 Penalty: 6079.082031
	Iteration 9Q: 3 clusters Score -2.160973e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -21612000.000000 Penalty: 6079.082031
	Iteration 10Q: 3 clusters Score -2.1612e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 113330 members 
Entering Unmasked Estep 
Score: -21614028.000000 Penalty: 6079.082031
	Iteration 11Q: 3 clusters Score -2.161403e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -21615558.000000 Penalty: 6079.082031
	Iteration 12Q: 3 clusters Score -2.161556e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -21617218.000000 Penalty: 6079.082031
	Iteration 13Q: 3 clusters Score -2.161722e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
Score: -21619044.000000 Penalty: 6079.082031
	Iteration 14Q: 3 clusters Score -2.161904e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 135199 members 
Entering Unmasked Estep 
Score: -21621344.000000 Penalty: 6079.082031
	Iteration 15Q: 3 clusters Score -2.162134e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -21624086.000000 Penalty: 6079.082031
	Iteration 16Q: 3 clusters Score -2.162409e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 150468 members 
Entering Unmasked Estep 
Score: -21627232.000000 Penalty: 6079.082031
	Iteration 17Q: 3 clusters Score -2.162723e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 158770 members 
Entering Unmasked Estep 
Score: -21630672.000000 Penalty: 6079.082031
	Iteration 18Q: 3 clusters Score -2.163067e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 166918 members 
Entering Unmasked Estep 
Score: -21634296.000000 Penalty: 6079.082031
	Iteration 19Q: 3 clusters Score -2.16343e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -21637976.000000 Penalty: 6079.082031
	Iteration 20F: 3 clusters Score -2.163798e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 181936 members 
Entering Unmasked Estep 
Score: -21641344.000000 Penalty: 6079.082031
	Iteration 21Q: 3 clusters Score -2.164134e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 188262 members 
Entering Unmasked Estep 
Score: -21644178.000000 Penalty: 6079.082031
	Iteration 22Q: 3 clusters Score -2.164418e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -21646604.000000 Penalty: 6079.082031
	Iteration 23Q: 3 clusters Score -2.16466e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 197626 members 
Entering Unmasked Estep 
Score: -21648386.000000 Penalty: 6079.082031
	Iteration 24Q: 3 clusters Score -2.164839e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 200666 members 
Entering Unmasked Estep 
Score: -21649672.000000 Penalty: 6079.082031
	Iteration 25Q: 3 clusters Score -2.164967e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 202857 members 
Entering Unmasked Estep 
Score: -21650508.000000 Penalty: 6079.082031
	Iteration 26Q: 3 clusters Score -2.165051e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 204350 members 
Entering Unmasked Estep 
Score: -21651140.000000 Penalty: 6079.082031
	Iteration 27Q: 3 clusters Score -2.165114e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 205440 members 
Entering Unmasked Estep 
Score: -21651652.000000 Penalty: 6079.082031
	Iteration 28Q: 3 clusters Score -2.165165e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 206208 members 
Entering Unmasked Estep 
Score: -21651980.000000 Penalty: 6079.082031
	Iteration 29Q: 3 clusters Score -2.165198e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 206747 members 
Entering Unmasked Estep 
Score: -21652212.000000 Penalty: 6079.082031
	Iteration 30Q: 3 clusters Score -2.165221e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 207112 members 
Entering Unmasked Estep 
Score: -21652444.000000 Penalty: 6079.082031
	Iteration 31Q: 3 clusters Score -2.165244e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 207347 members 
Entering Unmasked Estep 
Score: -21652586.000000 Penalty: 6079.082031
	Iteration 32Q: 3 clusters Score -2.165259e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 207492 members 
Entering Unmasked Estep 
Score: -21652708.000000 Penalty: 6079.082031
	Iteration 33Q: 3 clusters Score -2.165271e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 207586 members 
Entering Unmasked Estep 
Score: -21652754.000000 Penalty: 6079.082031
	Iteration 34Q: 3 clusters Score -2.165275e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 207651 members 
Entering Unmasked Estep 
Score: -21652776.000000 Penalty: 6079.082031
	Iteration 35Q: 3 clusters Score -2.165278e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 207697 members 
Entering Unmasked Estep 
Score: -21652836.000000 Penalty: 6079.082031
	Iteration 36Q: 3 clusters Score -2.165284e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 207733 members 
Entering Unmasked Estep 
Score: -21652814.000000 Penalty: 6079.082031
	Iteration 37Q: 3 clusters Score -2.165281e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 207766 members 
Entering Unmasked Estep 
Score: -21652836.000000 Penalty: 6079.082031
	Iteration 38Q: 3 clusters Score -2.165284e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -21652852.000000 Penalty: 6079.082031
	Iteration 39Q: 3 clusters Score -2.165285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 207816 members 
Entering Unmasked Estep 
Score: -21652892.000000 Penalty: 6079.082031
	Iteration 40F: 3 clusters Score -2.165289e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 207841 members 
Entering Unmasked Estep 
Score: -21652920.000000 Penalty: 6079.082031
	Iteration 41Q: 3 clusters Score -2.165292e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 207865 members 
Entering Unmasked Estep 
Score: -21652952.000000 Penalty: 6079.082031
	Iteration 42Q: 3 clusters Score -2.165295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 207890 members 
Entering Unmasked Estep 
Score: -21652972.000000 Penalty: 6079.082031
	Iteration 43Q: 3 clusters Score -2.165297e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 207910 members 
Entering Unmasked Estep 
Score: -21652968.000000 Penalty: 6079.082031
	Iteration 44Q: 3 clusters Score -2.165297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 207927 members 
Entering Unmasked Estep 
Score: -21652974.000000 Penalty: 6079.082031
	Iteration 45Q: 3 clusters Score -2.165297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 207947 members 
Entering Unmasked Estep 
Score: -21652954.000000 Penalty: 6079.082031
	Iteration 46Q: 3 clusters Score -2.165295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 207962 members 
Entering Unmasked Estep 
Score: -21652984.000000 Penalty: 6079.082031
	Iteration 47Q: 3 clusters Score -2.165298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 207969 members 
Entering Unmasked Estep 
Score: -21652984.000000 Penalty: 6079.082031
	Iteration 48Q: 3 clusters Score -2.165298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 207973 members 
Entering Unmasked Estep 
Score: -21652988.000000 Penalty: 6079.082031
	Iteration 49Q: 3 clusters Score -2.165299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 207977 members 
Entering Unmasked Estep 
Score: -21652990.000000 Penalty: 6079.082031
	Iteration 50Q: 3 clusters Score -2.165299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 207984 members 
Entering Unmasked Estep 
Score: -21652986.000000 Penalty: 6079.082031
	Iteration 51Q: 3 clusters Score -2.165299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 207987 members 
Entering Unmasked Estep 
Score: -21653002.000000 Penalty: 6079.082031
	Iteration 52Q: 3 clusters Score -2.1653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 207991 members 
Entering Unmasked Estep 
Score: -21653006.000000 Penalty: 6079.082031
	Iteration 53Q: 3 clusters Score -2.165301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 207994 members 
Entering Unmasked Estep 
Score: -21653008.000000 Penalty: 6079.082031
	Iteration 54Q: 3 clusters Score -2.165301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -21653022.000000 Penalty: 6079.082031
	Iteration 55Q: 3 clusters Score -2.165302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 207998 members 
Entering Unmasked Estep 
Score: -21653040.000000 Penalty: 6079.082031
	Iteration 56Q: 3 clusters Score -2.165304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 207994 members 
Entering Unmasked Estep 
Score: -21653030.000000 Penalty: 6079.082031
	Iteration 57Q: 3 clusters Score -2.165303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 207993 members 
Entering Unmasked Estep 
Score: -21653020.000000 Penalty: 6079.082031
	Iteration 58Q: 3 clusters Score -2.165302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 207996 members 
Entering Unmasked Estep 
Score: -21653022.000000 Penalty: 6079.082031
	Iteration 59Q: 3 clusters Score -2.165302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 208000 members 
Entering Unmasked Estep 
Score: -21653020.000000 Penalty: 6079.082031
	Iteration 60F: 3 clusters Score -2.165302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 208002 members 
Entering Unmasked Estep 
Score: -21653014.000000 Penalty: 6079.082031
	Iteration 61Q: 3 clusters Score -2.165301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 208004 members 
Entering Unmasked Estep 
Score: -21653022.000000 Penalty: 6079.082031
	Iteration 62Q: 3 clusters Score -2.165302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 208004 members 
Entering Unmasked Estep 
Score: -21653006.000000 Penalty: 6079.082031
	Iteration 63Q: 3 clusters Score -2.165301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 208004 members 
Entering Unmasked Estep 
Score: -21653010.000000 Penalty: 6079.082031
	Iteration 64Q: 3 clusters Score -2.165301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -21653026.000000 Penalty: 6079.082031
	Iteration 65Q: 3 clusters Score -2.165303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 208003 members 
Entering Unmasked Estep 
Score: -21653016.000000 Penalty: 6079.082031
	Iteration 66Q: 3 clusters Score -2.165302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -21653018.000000 Penalty: 6079.082031
	Iteration 67Q: 3 clusters Score -2.165302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 208011 members 
Entering Unmasked Estep 
Score: -21653014.000000 Penalty: 6079.082031
	Iteration 68Q: 3 clusters Score -2.165301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 208017 members 
Entering Unmasked Estep 
Score: -21653036.000000 Penalty: 6079.082031
	Iteration 69Q: 3 clusters Score -2.165304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 208022 members 
Entering Unmasked Estep 
Score: -21653034.000000 Penalty: 6079.082031
	Iteration 70Q: 3 clusters Score -2.165303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 208022 members 
Entering Unmasked Estep 
Score: -21653026.000000 Penalty: 6079.082031
	Iteration 71Q: 3 clusters Score -2.165303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 208024 members 
Entering Unmasked Estep 
Score: -21653022.000000 Penalty: 6079.082031
	Iteration 72Q: 3 clusters Score -2.165302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 208026 members 
Entering Unmasked Estep 
Score: -21653014.000000 Penalty: 6079.082031
	Iteration 73Q: 3 clusters Score -2.165301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 208024 members 
Entering Unmasked Estep 
Score: -21653030.000000 Penalty: 6079.082031
	Iteration 74Q: 3 clusters Score -2.165303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 208023 members 
Entering Unmasked Estep 
Score: -21653028.000000 Penalty: 6079.082031
	Iteration 75Q: 3 clusters Score -2.165303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -21653032.000000 Penalty: 6079.082031
	Iteration 76Q: 3 clusters Score -2.165303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -21653028.000000 Penalty: 6079.082031
	Iteration 77Q: 3 clusters Score -2.165303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 208022 members 
Entering Unmasked Estep 
Score: -21653042.000000 Penalty: 6079.082031
	Iteration 78Q: 3 clusters Score -2.165304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 208022 members 
Entering Unmasked Estep 
Score: -21653042.000000 Penalty: 6079.082031
	Iteration 79F: 3 clusters Score -2.165304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -290473.562500 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -290473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -287316.062500 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -287316.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -287928.781250 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -287928.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288098.781250 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -288098.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288212.437500 Penalty: 3949.185303
	Iteration 3F: 3 clusters Score -288212.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -288272.656250 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -288272.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -288318.593750 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -288318.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288344.593750 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -288344.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288363.062500 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -288363.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -288375.031250 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -288375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288383.062500 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -288383.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -288391.593750 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -288391.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -288398.531250 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -288398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -288402.156250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -288402.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -288407.312500 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -288407.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -288412.312500 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -288412.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -288415.281250 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -288415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -288416.562500 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -288416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -288417.406250 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -288417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -288418.875000 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -288418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -288419.937500 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -288419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -288422.468750 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -288422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -288423.468750 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -288423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288424.562500 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -288424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -288425.750000 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -288425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -288425.906250 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -288425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288426.531250 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -288426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288426.531250 Penalty: 3949.185303
	Iteration 26F: 3 clusters Score -288426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -616547.875000 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -616547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -611298.687500 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -611298.7 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -612680.375000 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -612680.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -612967.187500 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -612967.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -613176.250000 Penalty: 4322.995117
	Iteration 3F: 3 clusters Score -613176.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -613332.312500 Penalty: 4322.995117
	Iteration 4Q: 3 clusters Score -613332.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -613450.687500 Penalty: 4322.995117
	Iteration 5Q: 3 clusters Score -613450.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -613569.750000 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -613569.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -613697.312500 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -613697.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -613829.437500 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -613829.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -613983.250000 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -613983.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -614153.062500 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -614153.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -614317.500000 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -614317.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -614480.062500 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -614480.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -614645.562500 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -614645.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -614769.625000 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -614769.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -614864.875000 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -614864.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -614920.937500 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -614920.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -614961.750000 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -614961.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -614989.937500 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -614989.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -615009.937500 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -615009.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -615032.812500 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -615032.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -615046.187500 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -615046.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -615054.562500 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -615054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -615055.937500 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -615055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -615057.750000 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -615057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -615060.062500 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -615060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -615060.187500 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -615060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -615059.937500 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -615059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -615059.437500 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -615059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -615059.875000 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -615059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -615061.250000 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -615061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -615062.562500 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -615062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -615063.062500 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -615063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -615063.062500 Penalty: 4322.995117
	Iteration 33F: 3 clusters Score -615063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (71618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Entering Unmasked Estep 
Score: -7311902.000000 Penalty: 2772.417236
	Iteration 0F: 2 clusters Score -7311902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7264072.000000 Penalty: 5544.834473
	Iteration 0F: 3 clusters Score -7264072 nChanged 33486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7282800.500000 Penalty: 5544.834473
	Iteration 1F: 3 clusters Score -7282800 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7283443.500000 Penalty: 5544.834473
	Iteration 2Q: 3 clusters Score -7283444 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -7284237.500000 Penalty: 5544.834473
	Iteration 3Q: 3 clusters Score -7284238 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -7285304.000000 Penalty: 5544.834473
	Iteration 4Q: 3 clusters Score -7285304 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -7287100.500000 Penalty: 5544.834473
	Iteration 5Q: 3 clusters Score -7287100 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -7290157.500000 Penalty: 5544.834473
	Iteration 6F: 3 clusters Score -7290158 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -7294991.000000 Penalty: 5544.834473
	Iteration 7F: 3 clusters Score -7294991 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -7300921.500000 Penalty: 5544.834473
	Iteration 8F: 3 clusters Score -7300922 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -7305555.000000 Penalty: 5544.834473
	Iteration 9F: 3 clusters Score -7305555 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -7307840.000000 Penalty: 5544.834473
	Iteration 10Q: 3 clusters Score -7307840 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -7308785.500000 Penalty: 5544.834473
	Iteration 11Q: 3 clusters Score -7308786 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -7309134.500000 Penalty: 5544.834473
	Iteration 12Q: 3 clusters Score -7309134 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -7309276.000000 Penalty: 5544.834473
	Iteration 13Q: 3 clusters Score -7309276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -7309367.500000 Penalty: 5544.834473
	Iteration 14Q: 3 clusters Score -7309368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -7309405.000000 Penalty: 5544.834473
	Iteration 15Q: 3 clusters Score -7309405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -7309432.500000 Penalty: 5544.834473
	Iteration 16Q: 3 clusters Score -7309432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -7309441.500000 Penalty: 5544.834473
	Iteration 17Q: 3 clusters Score -7309442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -7309439.500000 Penalty: 5544.834473
	Iteration 18Q: 3 clusters Score -7309440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -7309445.500000 Penalty: 5544.834473
	Iteration 19Q: 3 clusters Score -7309446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -7309453.500000 Penalty: 5544.834473
	Iteration 20F: 3 clusters Score -7309454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -7309469.000000 Penalty: 5544.834473
	Iteration 21Q: 3 clusters Score -7309469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -7309463.500000 Penalty: 5544.834473
	Iteration 22Q: 3 clusters Score -7309464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -7309467.500000 Penalty: 5544.834473
	Iteration 23Q: 3 clusters Score -7309468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -7309474.500000 Penalty: 5544.834473
	Iteration 24Q: 3 clusters Score -7309474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -7309476.500000 Penalty: 5544.834473
	Iteration 25Q: 3 clusters Score -7309476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -7309484.000000 Penalty: 5544.834473
	Iteration 26Q: 3 clusters Score -7309484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -7309493.000000 Penalty: 5544.834473
	Iteration 27Q: 3 clusters Score -7309493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -7309500.000000 Penalty: 5544.834473
	Iteration 28Q: 3 clusters Score -7309500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -7309498.000000 Penalty: 5544.834473
	Iteration 29Q: 3 clusters Score -7309498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -7309509.500000 Penalty: 5544.834473
	Iteration 30Q: 3 clusters Score -7309510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -7309513.500000 Penalty: 5544.834473
	Iteration 31Q: 3 clusters Score -7309514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -7309514.500000 Penalty: 5544.834473
	Iteration 32Q: 3 clusters Score -7309514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -7309514.500000 Penalty: 5544.834473
	Iteration 33F: 3 clusters Score -7309514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (87994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Entering Unmasked Estep 
Score: -8977938.000000 Penalty: 2823.486084
	Iteration 0F: 2 clusters Score -8977938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8918960.000000 Penalty: 5646.972168
	Iteration 0F: 3 clusters Score -8918960 nChanged 41546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8942657.000000 Penalty: 5646.972168
	Iteration 1F: 3 clusters Score -8942657 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8943402.000000 Penalty: 5646.972168
	Iteration 2Q: 3 clusters Score -8943402 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8944107.000000 Penalty: 5646.972168
	Iteration 3Q: 3 clusters Score -8944107 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8945006.000000 Penalty: 5646.972168
	Iteration 4Q: 3 clusters Score -8945006 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8946039.000000 Penalty: 5646.972168
	Iteration 5Q: 3 clusters Score -8946039 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8947338.000000 Penalty: 5646.972168
	Iteration 6Q: 3 clusters Score -8947338 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8948804.000000 Penalty: 5646.972168
	Iteration 7Q: 3 clusters Score -8948804 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -8950320.000000 Penalty: 5646.972168
	Iteration 8Q: 3 clusters Score -8950320 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8951803.000000 Penalty: 5646.972168
	Iteration 9Q: 3 clusters Score -8951803 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8953083.000000 Penalty: 5646.972168
	Iteration 10Q: 3 clusters Score -8953083 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -8954291.000000 Penalty: 5646.972168
	Iteration 11Q: 3 clusters Score -8954291 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -8955437.000000 Penalty: 5646.972168
	Iteration 12Q: 3 clusters Score -8955437 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -8956614.000000 Penalty: 5646.972168
	Iteration 13Q: 3 clusters Score -8956614 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8957853.000000 Penalty: 5646.972168
	Iteration 14Q: 3 clusters Score -8957853 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -8959352.000000 Penalty: 5646.972168
	Iteration 15Q: 3 clusters Score -8959352 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -8960901.000000 Penalty: 5646.972168
	Iteration 16Q: 3 clusters Score -8960901 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -8962527.000000 Penalty: 5646.972168
	Iteration 17Q: 3 clusters Score -8962527 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -8964264.000000 Penalty: 5646.972168
	Iteration 18Q: 3 clusters Score -8964264 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8966011.000000 Penalty: 5646.972168
	Iteration 19Q: 3 clusters Score -8966011 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -8967709.000000 Penalty: 5646.972168
	Iteration 20F: 3 clusters Score -8967709 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -8969245.000000 Penalty: 5646.972168
	Iteration 21Q: 3 clusters Score -8969245 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -8970708.000000 Penalty: 5646.972168
	Iteration 22Q: 3 clusters Score -8970708 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8971923.000000 Penalty: 5646.972168
	Iteration 23Q: 3 clusters Score -8971923 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8972827.000000 Penalty: 5646.972168
	Iteration 24Q: 3 clusters Score -8972827 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -8973561.000000 Penalty: 5646.972168
	Iteration 25Q: 3 clusters Score -8973561 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8974079.000000 Penalty: 5646.972168
	Iteration 26Q: 3 clusters Score -8974079 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8974459.000000 Penalty: 5646.972168
	Iteration 27Q: 3 clusters Score -8974459 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8974750.000000 Penalty: 5646.972168
	Iteration 28Q: 3 clusters Score -8974750 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8975016.000000 Penalty: 5646.972168
	Iteration 29Q: 3 clusters Score -8975016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8975134.000000 Penalty: 5646.972168
	Iteration 30Q: 3 clusters Score -8975134 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8975240.000000 Penalty: 5646.972168
	Iteration 31Q: 3 clusters Score -8975240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8975334.000000 Penalty: 5646.972168
	Iteration 32Q: 3 clusters Score -8975334 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8975408.000000 Penalty: 5646.972168
	Iteration 33Q: 3 clusters Score -8975408 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8975470.000000 Penalty: 5646.972168
	Iteration 34Q: 3 clusters Score -8975470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8975509.000000 Penalty: 5646.972168
	Iteration 35Q: 3 clusters Score -8975509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8975524.000000 Penalty: 5646.972168
	Iteration 36Q: 3 clusters Score -8975524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8975560.000000 Penalty: 5646.972168
	Iteration 37Q: 3 clusters Score -8975560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8975582.000000 Penalty: 5646.972168
	Iteration 38Q: 3 clusters Score -8975582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8975598.000000 Penalty: 5646.972168
	Iteration 39Q: 3 clusters Score -8975598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8975607.000000 Penalty: 5646.972168
	Iteration 40F: 3 clusters Score -8975607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8975612.000000 Penalty: 5646.972168
	Iteration 41Q: 3 clusters Score -8975612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8975616.000000 Penalty: 5646.972168
	Iteration 42Q: 3 clusters Score -8975616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8975624.000000 Penalty: 5646.972168
	Iteration 43Q: 3 clusters Score -8975624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8975632.000000 Penalty: 5646.972168
	Iteration 44Q: 3 clusters Score -8975632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8975636.000000 Penalty: 5646.972168
	Iteration 45Q: 3 clusters Score -8975636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8975648.000000 Penalty: 5646.972168
	Iteration 46Q: 3 clusters Score -8975648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8975641.000000 Penalty: 5646.972168
	Iteration 47Q: 3 clusters Score -8975641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8975646.000000 Penalty: 5646.972168
	Iteration 48Q: 3 clusters Score -8975646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8975650.000000 Penalty: 5646.972168
	Iteration 49Q: 3 clusters Score -8975650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8975657.000000 Penalty: 5646.972168
	Iteration 50Q: 3 clusters Score -8975657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8975657.000000 Penalty: 5646.972168
	Iteration 51Q: 3 clusters Score -8975657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8975654.000000 Penalty: 5646.972168
	Iteration 52Q: 3 clusters Score -8975654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8975657.000000 Penalty: 5646.972168
	Iteration 53Q: 3 clusters Score -8975657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8975668.000000 Penalty: 5646.972168
	Iteration 54Q: 3 clusters Score -8975668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8975673.000000 Penalty: 5646.972168
	Iteration 55Q: 3 clusters Score -8975673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8975686.000000 Penalty: 5646.972168
	Iteration 56Q: 3 clusters Score -8975686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8975688.000000 Penalty: 5646.972168
	Iteration 57Q: 3 clusters Score -8975688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8975685.000000 Penalty: 5646.972168
	Iteration 58Q: 3 clusters Score -8975685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8975690.000000 Penalty: 5646.972168
	Iteration 59Q: 3 clusters Score -8975690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8975695.000000 Penalty: 5646.972168
	Iteration 60F: 3 clusters Score -8975695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8975702.000000 Penalty: 5646.972168
	Iteration 61Q: 3 clusters Score -8975702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8975700.000000 Penalty: 5646.972168
	Iteration 62Q: 3 clusters Score -8975700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8975699.000000 Penalty: 5646.972168
	Iteration 63Q: 3 clusters Score -8975699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8975698.000000 Penalty: 5646.972168
	Iteration 64Q: 3 clusters Score -8975698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8975710.000000 Penalty: 5646.972168
	Iteration 65Q: 3 clusters Score -8975710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8975708.000000 Penalty: 5646.972168
	Iteration 66Q: 3 clusters Score -8975708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8975708.000000 Penalty: 5646.972168
	Iteration 67Q: 3 clusters Score -8975708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8975714.000000 Penalty: 5646.972168
	Iteration 68Q: 3 clusters Score -8975714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8975717.000000 Penalty: 5646.972168
	Iteration 69Q: 3 clusters Score -8975717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8975725.000000 Penalty: 5646.972168
	Iteration 70Q: 3 clusters Score -8975725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8975723.000000 Penalty: 5646.972168
	Iteration 71Q: 3 clusters Score -8975723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8975727.000000 Penalty: 5646.972168
	Iteration 72Q: 3 clusters Score -8975727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8975727.000000 Penalty: 5646.972168
	Iteration 73F: 3 clusters Score -8975727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (18746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Entering Unmasked Estep 
Score: -1757579.500000 Penalty: 2440.006348
	Iteration 0F: 2 clusters Score -1757580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1744148.500000 Penalty: 4880.012695
	Iteration 0F: 3 clusters Score -1744148 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1748723.500000 Penalty: 4880.012695
	Iteration 1F: 3 clusters Score -1748724 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1749369.125000 Penalty: 4880.012695
	Iteration 2F: 3 clusters Score -1749369 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1750060.500000 Penalty: 4880.012695
	Iteration 3F: 3 clusters Score -1750060 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1750717.000000 Penalty: 4880.012695
	Iteration 4F: 3 clusters Score -1750717 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1751375.625000 Penalty: 4880.012695
	Iteration 5F: 3 clusters Score -1751376 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1752020.000000 Penalty: 4880.012695
	Iteration 6F: 3 clusters Score -1752020 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1752574.875000 Penalty: 4880.012695
	Iteration 7F: 3 clusters Score -1752575 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1753021.625000 Penalty: 4880.012695
	Iteration 8Q: 3 clusters Score -1753022 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1753396.125000 Penalty: 4880.012695
	Iteration 9Q: 3 clusters Score -1753396 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1753649.750000 Penalty: 4880.012695
	Iteration 10Q: 3 clusters Score -1753650 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1753855.750000 Penalty: 4880.012695
	Iteration 11Q: 3 clusters Score -1753856 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1754061.125000 Penalty: 4880.012695
	Iteration 12Q: 3 clusters Score -1754061 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1754246.875000 Penalty: 4880.012695
	Iteration 13Q: 3 clusters Score -1754247 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1754425.375000 Penalty: 4880.012695
	Iteration 14Q: 3 clusters Score -1754425 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1754615.375000 Penalty: 4880.012695
	Iteration 15Q: 3 clusters Score -1754615 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1754821.125000 Penalty: 4880.012695
	Iteration 16Q: 3 clusters Score -1754821 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1755030.000000 Penalty: 4880.012695
	Iteration 17Q: 3 clusters Score -1755030 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1755219.125000 Penalty: 4880.012695
	Iteration 18Q: 3 clusters Score -1755219 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1755398.875000 Penalty: 4880.012695
	Iteration 19Q: 3 clusters Score -1755399 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1755535.250000 Penalty: 4880.012695
	Iteration 20F: 3 clusters Score -1755535 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1755651.125000 Penalty: 4880.012695
	Iteration 21Q: 3 clusters Score -1755651 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1755762.500000 Penalty: 4880.012695
	Iteration 22Q: 3 clusters Score -1755762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1755841.500000 Penalty: 4880.012695
	Iteration 23Q: 3 clusters Score -1755842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1755908.875000 Penalty: 4880.012695
	Iteration 24Q: 3 clusters Score -1755909 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1755959.375000 Penalty: 4880.012695
	Iteration 25Q: 3 clusters Score -1755959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1756004.000000 Penalty: 4880.012695
	Iteration 26Q: 3 clusters Score -1756004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1756040.750000 Penalty: 4880.012695
	Iteration 27Q: 3 clusters Score -1756041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1756080.625000 Penalty: 4880.012695
	Iteration 28Q: 3 clusters Score -1756081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1756101.625000 Penalty: 4880.012695
	Iteration 29Q: 3 clusters Score -1756102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1756119.125000 Penalty: 4880.012695
	Iteration 30Q: 3 clusters Score -1756119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1756133.875000 Penalty: 4880.012695
	Iteration 31Q: 3 clusters Score -1756134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1756153.500000 Penalty: 4880.012695
	Iteration 32Q: 3 clusters Score -1756154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1756166.000000 Penalty: 4880.012695
	Iteration 33Q: 3 clusters Score -1756166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1756176.375000 Penalty: 4880.012695
	Iteration 34Q: 3 clusters Score -1756176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1756188.375000 Penalty: 4880.012695
	Iteration 35Q: 3 clusters Score -1756188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1756198.875000 Penalty: 4880.012695
	Iteration 36Q: 3 clusters Score -1756199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1756201.875000 Penalty: 4880.012695
	Iteration 37Q: 3 clusters Score -1756202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1756210.125000 Penalty: 4880.012695
	Iteration 38Q: 3 clusters Score -1756210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1756213.500000 Penalty: 4880.012695
	Iteration 39Q: 3 clusters Score -1756214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1756220.000000 Penalty: 4880.012695
	Iteration 40F: 3 clusters Score -1756220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1756217.875000 Penalty: 4880.012695
	Iteration 41Q: 3 clusters Score -1756218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1756221.625000 Penalty: 4880.012695
	Iteration 42Q: 3 clusters Score -1756222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1756222.750000 Penalty: 4880.012695
	Iteration 43Q: 3 clusters Score -1756223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1756223.000000 Penalty: 4880.012695
	Iteration 44Q: 3 clusters Score -1756223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1756225.250000 Penalty: 4880.012695
	Iteration 45Q: 3 clusters Score -1756225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1756235.375000 Penalty: 4880.012695
	Iteration 46Q: 3 clusters Score -1756235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1756234.625000 Penalty: 4880.012695
	Iteration 47Q: 3 clusters Score -1756235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1756238.875000 Penalty: 4880.012695
	Iteration 48Q: 3 clusters Score -1756239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1756237.375000 Penalty: 4880.012695
	Iteration 49Q: 3 clusters Score -1756237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1756238.250000 Penalty: 4880.012695
	Iteration 50Q: 3 clusters Score -1756238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1756239.375000 Penalty: 4880.012695
	Iteration 51Q: 3 clusters Score -1756239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1756245.000000 Penalty: 4880.012695
	Iteration 52Q: 3 clusters Score -1756245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1756251.000000 Penalty: 4880.012695
	Iteration 53Q: 3 clusters Score -1756251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1756252.750000 Penalty: 4880.012695
	Iteration 54Q: 3 clusters Score -1756253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1756256.500000 Penalty: 4880.012695
	Iteration 55Q: 3 clusters Score -1756256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1756257.000000 Penalty: 4880.012695
	Iteration 56Q: 3 clusters Score -1756257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1756258.875000 Penalty: 4880.012695
	Iteration 57Q: 3 clusters Score -1756259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1756255.875000 Penalty: 4880.012695
	Iteration 58Q: 3 clusters Score -1756256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1756257.750000 Penalty: 4880.012695
	Iteration 59Q: 3 clusters Score -1756258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1756258.375000 Penalty: 4880.012695
	Iteration 60F: 3 clusters Score -1756258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1756256.875000 Penalty: 4880.012695
	Iteration 61Q: 3 clusters Score -1756257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1756256.875000 Penalty: 4880.012695
	Iteration 62F: 3 clusters Score -1756257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -258251.125000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -258251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -255264.390625 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -255264.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -255835.218750 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -255835.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -255977.437500 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -255977.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -256053.187500 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -256053.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -256106.015625 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -256106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -256149.125000 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -256149.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -256178.812500 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -256178.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -256194.812500 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -256194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -256205.375000 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -256205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -256211.890625 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -256211.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -256219.875000 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -256219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -256224.906250 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -256224.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -256231.906250 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -256231.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -256241.125000 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -256241.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -256249.281250 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -256249.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -256259.890625 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -256259.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -256275.984375 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -256276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -256289.265625 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -256289.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -256302.703125 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -256302.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -256317.421875 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -256317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -256328.500000 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -256328.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -256332.515625 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -256332.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -256339.296875 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -256339.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -256352.625000 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -256352.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -256371.234375 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -256371.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -256390.781250 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -256390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -256408.312500 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -256408.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -256422.625000 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -256422.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -256441.437500 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -256441.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -256453.703125 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -256453.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -256470.953125 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -256471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -256481.968750 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -256482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -256490.984375 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -256491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -256505.328125 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -256505.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -256516.843750 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -256516.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -256530.343750 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -256530.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -256541.125000 Penalty: 3893.264648
	Iteration 36Q: 3 clusters Score -256541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -256545.953125 Penalty: 3893.264648
	Iteration 37Q: 3 clusters Score -256546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -256551.562500 Penalty: 3893.264648
	Iteration 38Q: 3 clusters Score -256551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -256556.875000 Penalty: 3893.264648
	Iteration 39Q: 3 clusters Score -256556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -256564.343750 Penalty: 3893.264648
	Iteration 40F: 3 clusters Score -256564.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256569.687500 Penalty: 3893.264648
	Iteration 41Q: 3 clusters Score -256569.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -256582.953125 Penalty: 3893.264648
	Iteration 42Q: 3 clusters Score -256583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -256606.250000 Penalty: 3893.264648
	Iteration 43Q: 3 clusters Score -256606.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -256618.078125 Penalty: 3893.264648
	Iteration 44Q: 3 clusters Score -256618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -256629.625000 Penalty: 3893.264648
	Iteration 45Q: 3 clusters Score -256629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -256637.375000 Penalty: 3893.264648
	Iteration 46Q: 3 clusters Score -256637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -256648.687500 Penalty: 3893.264648
	Iteration 47Q: 3 clusters Score -256648.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -256660.218750 Penalty: 3893.264648
	Iteration 48Q: 3 clusters Score -256660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -256670.406250 Penalty: 3893.264648
	Iteration 49Q: 3 clusters Score -256670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -256677.781250 Penalty: 3893.264648
	Iteration 50Q: 3 clusters Score -256677.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -256686.218750 Penalty: 3893.264648
	Iteration 51Q: 3 clusters Score -256686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -256689.625000 Penalty: 3893.264648
	Iteration 52Q: 3 clusters Score -256689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -256691.390625 Penalty: 3893.264648
	Iteration 53Q: 3 clusters Score -256691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -256692.890625 Penalty: 3893.264648
	Iteration 54Q: 3 clusters Score -256692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -256694.062500 Penalty: 3893.264648
	Iteration 55Q: 3 clusters Score -256694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -256693.984375 Penalty: 3893.264648
	Iteration 56Q: 3 clusters Score -256694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -256694.796875 Penalty: 3893.264648
	Iteration 57Q: 3 clusters Score -256694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -256694.796875 Penalty: 3893.264648
	Iteration 58F: 3 clusters Score -256694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -404989.406250 Penalty: 2072.541992
	Iteration 0F: 2 clusters Score -404989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -400945.937500 Penalty: 4145.083984
	Iteration 0F: 3 clusters Score -400945.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -401983.656250 Penalty: 4145.083984
	Iteration 1F: 3 clusters Score -401983.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -402241.281250 Penalty: 4145.083984
	Iteration 2F: 3 clusters Score -402241.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -402424.187500 Penalty: 4145.083984
	Iteration 3F: 3 clusters Score -402424.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -402596.187500 Penalty: 4145.083984
	Iteration 4Q: 3 clusters Score -402596.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402742.375000 Penalty: 4145.083984
	Iteration 5Q: 3 clusters Score -402742.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -402868.562500 Penalty: 4145.083984
	Iteration 6Q: 3 clusters Score -402868.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -402986.406250 Penalty: 4145.083984
	Iteration 7Q: 3 clusters Score -402986.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -403082.625000 Penalty: 4145.083984
	Iteration 8Q: 3 clusters Score -403082.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -403158.750000 Penalty: 4145.083984
	Iteration 9Q: 3 clusters Score -403158.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -403235.750000 Penalty: 4145.083984
	Iteration 10Q: 3 clusters Score -403235.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403296.187500 Penalty: 4145.083984
	Iteration 11Q: 3 clusters Score -403296.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -403332.531250 Penalty: 4145.083984
	Iteration 12Q: 3 clusters Score -403332.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -403365.156250 Penalty: 4145.083984
	Iteration 13Q: 3 clusters Score -403365.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -403388.812500 Penalty: 4145.083984
	Iteration 14Q: 3 clusters Score -403388.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -403413.937500 Penalty: 4145.083984
	Iteration 15Q: 3 clusters Score -403413.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -403444.468750 Penalty: 4145.083984
	Iteration 16Q: 3 clusters Score -403444.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -403472.312500 Penalty: 4145.083984
	Iteration 17Q: 3 clusters Score -403472.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403491.718750 Penalty: 4145.083984
	Iteration 18Q: 3 clusters Score -403491.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -403507.250000 Penalty: 4145.083984
	Iteration 19Q: 3 clusters Score -403507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -403516.343750 Penalty: 4145.083984
	Iteration 20F: 3 clusters Score -403516.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -403527.406250 Penalty: 4145.083984
	Iteration 21Q: 3 clusters Score -403527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -403538.062500 Penalty: 4145.083984
	Iteration 22Q: 3 clusters Score -403538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -403547.968750 Penalty: 4145.083984
	Iteration 23Q: 3 clusters Score -403548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -403563.375000 Penalty: 4145.083984
	Iteration 24Q: 3 clusters Score -403563.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -403575.343750 Penalty: 4145.083984
	Iteration 25Q: 3 clusters Score -403575.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -403582.562500 Penalty: 4145.083984
	Iteration 26Q: 3 clusters Score -403582.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -403592.843750 Penalty: 4145.083984
	Iteration 27Q: 3 clusters Score -403592.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -403601.625000 Penalty: 4145.083984
	Iteration 28Q: 3 clusters Score -403601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -403607.593750 Penalty: 4145.083984
	Iteration 29Q: 3 clusters Score -403607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -403611.718750 Penalty: 4145.083984
	Iteration 30Q: 3 clusters Score -403611.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -403617.343750 Penalty: 4145.083984
	Iteration 31Q: 3 clusters Score -403617.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -403622.218750 Penalty: 4145.083984
	Iteration 32Q: 3 clusters Score -403622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -403626.468750 Penalty: 4145.083984
	Iteration 33Q: 3 clusters Score -403626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -403633.218750 Penalty: 4145.083984
	Iteration 34Q: 3 clusters Score -403633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -403639.375000 Penalty: 4145.083984
	Iteration 35Q: 3 clusters Score -403639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403642.125000 Penalty: 4145.083984
	Iteration 36Q: 3 clusters Score -403642.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -403645.718750 Penalty: 4145.083984
	Iteration 37Q: 3 clusters Score -403645.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -403652.031250 Penalty: 4145.083984
	Iteration 38Q: 3 clusters Score -403652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -403659.875000 Penalty: 4145.083984
	Iteration 39Q: 3 clusters Score -403659.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -403667.718750 Penalty: 4145.083984
	Iteration 40F: 3 clusters Score -403667.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -403673.281250 Penalty: 4145.083984
	Iteration 41Q: 3 clusters Score -403673.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -403676.000000 Penalty: 4145.083984
	Iteration 42Q: 3 clusters Score -403676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -403679.187500 Penalty: 4145.083984
	Iteration 43Q: 3 clusters Score -403679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -403682.843750 Penalty: 4145.083984
	Iteration 44Q: 3 clusters Score -403682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -403688.156250 Penalty: 4145.083984
	Iteration 45Q: 3 clusters Score -403688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -403689.562500 Penalty: 4145.083984
	Iteration 46Q: 3 clusters Score -403689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -403690.250000 Penalty: 4145.083984
	Iteration 47Q: 3 clusters Score -403690.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -403694.625000 Penalty: 4145.083984
	Iteration 48Q: 3 clusters Score -403694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -403697.687500 Penalty: 4145.083984
	Iteration 49Q: 3 clusters Score -403697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403700.781250 Penalty: 4145.083984
	Iteration 50Q: 3 clusters Score -403700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -403703.500000 Penalty: 4145.083984
	Iteration 51Q: 3 clusters Score -403703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -403705.437500 Penalty: 4145.083984
	Iteration 52Q: 3 clusters Score -403705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -403706.343750 Penalty: 4145.083984
	Iteration 53Q: 3 clusters Score -403706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -403706.500000 Penalty: 4145.083984
	Iteration 54Q: 3 clusters Score -403706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403710.718750 Penalty: 4145.083984
	Iteration 55Q: 3 clusters Score -403710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -403710.781250 Penalty: 4145.083984
	Iteration 56Q: 3 clusters Score -403710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -403712.156250 Penalty: 4145.083984
	Iteration 57Q: 3 clusters Score -403712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -403712.562500 Penalty: 4145.083984
	Iteration 58Q: 3 clusters Score -403712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -403712.562500 Penalty: 4145.083984
	Iteration 59F: 3 clusters Score -403712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -156469.593750 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -156469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154078.796875 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -154078.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -154478.015625 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -154478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -154597.406250 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -154597.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -154654.609375 Penalty: 3655.946533
	Iteration 3Q: 3 clusters Score -154654.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -154690.640625 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -154690.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154720.234375 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -154720.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -154738.078125 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -154738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -154744.265625 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -154744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154750.156250 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -154750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154757.437500 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -154757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154761.968750 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -154762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154763.140625 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -154763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154763.140625 Penalty: 3655.946533
	Iteration 12F: 3 clusters Score -154763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (27182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Entering Unmasked Estep 
Score: -2737919.000000 Penalty: 2532.156982
	Iteration 0F: 2 clusters Score -2737919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2719161.250000 Penalty: 5064.313965
	Iteration 0F: 3 clusters Score -2719161 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2725811.000000 Penalty: 5064.313965
	Iteration 1F: 3 clusters Score -2725811 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2726297.000000 Penalty: 5064.313965
	Iteration 2Q: 3 clusters Score -2726297 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2726738.750000 Penalty: 5064.313965
	Iteration 3Q: 3 clusters Score -2726739 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2727184.000000 Penalty: 5064.313965
	Iteration 4Q: 3 clusters Score -2727184 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2727682.250000 Penalty: 5064.313965
	Iteration 5Q: 3 clusters Score -2727682 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2728218.250000 Penalty: 5064.313965
	Iteration 6Q: 3 clusters Score -2728218 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2728802.000000 Penalty: 5064.313965
	Iteration 7Q: 3 clusters Score -2728802 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2729534.000000 Penalty: 5064.313965
	Iteration 8Q: 3 clusters Score -2729534 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2730511.250000 Penalty: 5064.313965
	Iteration 9Q: 3 clusters Score -2730511 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2731749.750000 Penalty: 5064.313965
	Iteration 10F: 3 clusters Score -2731750 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2733075.500000 Penalty: 5064.313965
	Iteration 11Q: 3 clusters Score -2733076 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2734249.250000 Penalty: 5064.313965
	Iteration 12Q: 3 clusters Score -2734249 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2735185.000000 Penalty: 5064.313965
	Iteration 13Q: 3 clusters Score -2735185 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2735855.250000 Penalty: 5064.313965
	Iteration 14Q: 3 clusters Score -2735855 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2736219.500000 Penalty: 5064.313965
	Iteration 15Q: 3 clusters Score -2736220 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2736388.250000 Penalty: 5064.313965
	Iteration 16Q: 3 clusters Score -2736388 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2736474.750000 Penalty: 5064.313965
	Iteration 17Q: 3 clusters Score -2736475 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2736541.750000 Penalty: 5064.313965
	Iteration 18Q: 3 clusters Score -2736542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2736609.750000 Penalty: 5064.313965
	Iteration 19Q: 3 clusters Score -2736610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2736642.250000 Penalty: 5064.313965
	Iteration 20F: 3 clusters Score -2736642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2736658.500000 Penalty: 5064.313965
	Iteration 21Q: 3 clusters Score -2736658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2736665.750000 Penalty: 5064.313965
	Iteration 22Q: 3 clusters Score -2736666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2736687.750000 Penalty: 5064.313965
	Iteration 23Q: 3 clusters Score -2736688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2736709.500000 Penalty: 5064.313965
	Iteration 24Q: 3 clusters Score -2736710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2736712.250000 Penalty: 5064.313965
	Iteration 25Q: 3 clusters Score -2736712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2736710.750000 Penalty: 5064.313965
	Iteration 26Q: 3 clusters Score -2736711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2736723.500000 Penalty: 5064.313965
	Iteration 27Q: 3 clusters Score -2736724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2736727.750000 Penalty: 5064.313965
	Iteration 28Q: 3 clusters Score -2736728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2736741.250000 Penalty: 5064.313965
	Iteration 29Q: 3 clusters Score -2736741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2736746.000000 Penalty: 5064.313965
	Iteration 30Q: 3 clusters Score -2736746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2736745.750000 Penalty: 5064.313965
	Iteration 31Q: 3 clusters Score -2736746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2736754.500000 Penalty: 5064.313965
	Iteration 32Q: 3 clusters Score -2736754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2736766.000000 Penalty: 5064.313965
	Iteration 33Q: 3 clusters Score -2736766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2736779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2736781.000000 Penalty: 5064.313965
	Iteration 35Q: 3 clusters Score -2736781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2736780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2736789.000000 Penalty: 5064.313965
	Iteration 37Q: 3 clusters Score -2736789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2736796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2736808.000000 Penalty: 5064.313965
	Iteration 39Q: 3 clusters Score -2736808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2736807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2736816.500000 Penalty: 5064.313965
	Iteration 41Q: 3 clusters Score -2736816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2736826.250000 Penalty: 5064.313965
	Iteration 42Q: 3 clusters Score -2736826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2736838.500000 Penalty: 5064.313965
	Iteration 43Q: 3 clusters Score -2736838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2736846 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2736861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2736865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2736874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2736881 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2736895.500000 Penalty: 5064.313965
	Iteration 49Q: 3 clusters Score -2736896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2736911.000000 Penalty: 5064.313965
	Iteration 50Q: 3 clusters Score -2736911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2736928.250000 Penalty: 5064.313965
	Iteration 51Q: 3 clusters Score -2736928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2736944.000000 Penalty: 5064.313965
	Iteration 52Q: 3 clusters Score -2736944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2736966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2736959.000000 Penalty: 5064.313965
	Iteration 54Q: 3 clusters Score -2736959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2736970.000000 Penalty: 5064.313965
	Iteration 55Q: 3 clusters Score -2736970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2736966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2736972.000000 Penalty: 5064.313965
	Iteration 57Q: 3 clusters Score -2736972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2736971.250000 Penalty: 5064.313965
	Iteration 58Q: 3 clusters Score -2736971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2736978.000000 Penalty: 5064.313965
	Iteration 59Q: 3 clusters Score -2736978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2736981.500000 Penalty: 5064.313965
	Iteration 60F: 3 clusters Score -2736982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2736983.000000 Penalty: 5064.313965
	Iteration 61Q: 3 clusters Score -2736983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2736986.750000 Penalty: 5064.313965
	Iteration 62Q: 3 clusters Score -2736987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2736991.750000 Penalty: 5064.313965
	Iteration 63Q: 3 clusters Score -2736992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2736994.750000 Penalty: 5064.313965
	Iteration 64Q: 3 clusters Score -2736995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2736998.750000 Penalty: 5064.313965
	Iteration 65Q: 3 clusters Score -2736999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2736995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2737005.000000 Penalty: 5064.313965
	Iteration 67Q: 3 clusters Score -2737005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2737009.250000 Penalty: 5064.313965
	Iteration 68Q: 3 clusters Score -2737009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2737012.750000 Penalty: 5064.313965
	Iteration 69Q: 3 clusters Score -2737013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2737015.000000 Penalty: 5064.313965
	Iteration 70Q: 3 clusters Score -2737015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2737022.250000 Penalty: 5064.313965
	Iteration 71Q: 3 clusters Score -2737022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2737018.500000 Penalty: 5064.313965
	Iteration 72Q: 3 clusters Score -2737018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2737028.000000 Penalty: 5064.313965
	Iteration 73Q: 3 clusters Score -2737028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2737027.250000 Penalty: 5064.313965
	Iteration 74Q: 3 clusters Score -2737027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2737030.000000 Penalty: 5064.313965
	Iteration 75Q: 3 clusters Score -2737030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2737032.250000 Penalty: 5064.313965
	Iteration 76Q: 3 clusters Score -2737032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2737031.250000 Penalty: 5064.313965
	Iteration 77Q: 3 clusters Score -2737031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2737032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2737028.000000 Penalty: 5064.313965
	Iteration 79Q: 3 clusters Score -2737028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2737037.500000 Penalty: 5064.313965
	Iteration 80F: 3 clusters Score -2737038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2737038.000000 Penalty: 5064.313965
	Iteration 81Q: 3 clusters Score -2737038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2737042.750000 Penalty: 5064.313965
	Iteration 82Q: 3 clusters Score -2737043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2737039.500000 Penalty: 5064.313965
	Iteration 83Q: 3 clusters Score -2737040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2737042.500000 Penalty: 5064.313965
	Iteration 84Q: 3 clusters Score -2737042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2737043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2737036.750000 Penalty: 5064.313965
	Iteration 86Q: 3 clusters Score -2737037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2737040.750000 Penalty: 5064.313965
	Iteration 87Q: 3 clusters Score -2737041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2737041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2737046.250000 Penalty: 5064.313965
	Iteration 89Q: 3 clusters Score -2737046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2737041.000000 Penalty: 5064.313965
	Iteration 90Q: 3 clusters Score -2737041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2737038.000000 Penalty: 5064.313965
	Iteration 91Q: 3 clusters Score -2737038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2737039.750000 Penalty: 5064.313965
	Iteration 92Q: 3 clusters Score -2737040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2737036.000000 Penalty: 5064.313965
	Iteration 93Q: 3 clusters Score -2737036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2737044.000000 Penalty: 5064.313965
	Iteration 94Q: 3 clusters Score -2737044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2737048.250000 Penalty: 5064.313965
	Iteration 95Q: 3 clusters Score -2737048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2737045.000000 Penalty: 5064.313965
	Iteration 96Q: 3 clusters Score -2737045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2737042.250000 Penalty: 5064.313965
	Iteration 97Q: 3 clusters Score -2737042 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2737040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2737046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2737049.000000 Penalty: 5064.313965
	Iteration 100F: 3 clusters Score -2737049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2737047.500000 Penalty: 5064.313965
	Iteration 101Q: 3 clusters Score -2737048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2737047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2737050 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2737047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2737049 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2737051.750000 Penalty: 5064.313965
	Iteration 106Q: 3 clusters Score -2737052 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2737052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2737053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2737055.500000 Penalty: 5064.313965
	Iteration 109Q: 3 clusters Score -2737056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2737054.500000 Penalty: 5064.313965
	Iteration 110Q: 3 clusters Score -2737054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2737052.500000 Penalty: 5064.313965
	Iteration 111Q: 3 clusters Score -2737052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2737057.500000 Penalty: 5064.313965
	Iteration 112Q: 3 clusters Score -2737058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2737060.000000 Penalty: 5064.313965
	Iteration 113Q: 3 clusters Score -2737060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2737058.000000 Penalty: 5064.313965
	Iteration 114Q: 3 clusters Score -2737058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2737056.750000 Penalty: 5064.313965
	Iteration 115Q: 3 clusters Score -2737057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2737057.000000 Penalty: 5064.313965
	Iteration 116Q: 3 clusters Score -2737057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2737053.500000 Penalty: 5064.313965
	Iteration 117Q: 3 clusters Score -2737054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2737052.750000 Penalty: 5064.313965
	Iteration 118Q: 3 clusters Score -2737053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2737050.750000 Penalty: 5064.313965
	Iteration 119Q: 3 clusters Score -2737051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2737050.750000 Penalty: 5064.313965
	Iteration 120F: 3 clusters Score -2737051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (22764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Entering Unmasked Estep 
Score: -2112244.000000 Penalty: 2488.168213
	Iteration 0F: 2 clusters Score -2112244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2096468.625000 Penalty: 4976.336426
	Iteration 0F: 3 clusters Score -2096469 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2101968.250000 Penalty: 4976.336426
	Iteration 1F: 3 clusters Score -2101968 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2102720.750000 Penalty: 4976.336426
	Iteration 2F: 3 clusters Score -2102721 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2103584.750000 Penalty: 4976.336426
	Iteration 3F: 3 clusters Score -2103585 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2104490.250000 Penalty: 4976.336426
	Iteration 4F: 3 clusters Score -2104490 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2105398.500000 Penalty: 4976.336426
	Iteration 5F: 3 clusters Score -2105398 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2106213.750000 Penalty: 4976.336426
	Iteration 6F: 3 clusters Score -2106214 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2106885.250000 Penalty: 4976.336426
	Iteration 7F: 3 clusters Score -2106885 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2107420.250000 Penalty: 4976.336426
	Iteration 8Q: 3 clusters Score -2107420 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2107850.500000 Penalty: 4976.336426
	Iteration 9Q: 3 clusters Score -2107850 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2108199.750000 Penalty: 4976.336426
	Iteration 10Q: 3 clusters Score -2108200 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2108482.000000 Penalty: 4976.336426
	Iteration 11Q: 3 clusters Score -2108482 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2108698.000000 Penalty: 4976.336426
	Iteration 12Q: 3 clusters Score -2108698 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2108892.750000 Penalty: 4976.336426
	Iteration 13Q: 3 clusters Score -2108893 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2109068.750000 Penalty: 4976.336426
	Iteration 14Q: 3 clusters Score -2109069 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2109260.750000 Penalty: 4976.336426
	Iteration 15Q: 3 clusters Score -2109261 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2109440.500000 Penalty: 4976.336426
	Iteration 16Q: 3 clusters Score -2109440 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2109607.500000 Penalty: 4976.336426
	Iteration 17Q: 3 clusters Score -2109608 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2109808.500000 Penalty: 4976.336426
	Iteration 18Q: 3 clusters Score -2109808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2110020.500000 Penalty: 4976.336426
	Iteration 19Q: 3 clusters Score -2110020 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2110204.750000 Penalty: 4976.336426
	Iteration 20F: 3 clusters Score -2110205 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2110382.750000 Penalty: 4976.336426
	Iteration 21Q: 3 clusters Score -2110383 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2110603.750000 Penalty: 4976.336426
	Iteration 22Q: 3 clusters Score -2110604 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2110817.000000 Penalty: 4976.336426
	Iteration 23Q: 3 clusters Score -2110817 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2110993.000000 Penalty: 4976.336426
	Iteration 24Q: 3 clusters Score -2110993 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2111142.750000 Penalty: 4976.336426
	Iteration 25Q: 3 clusters Score -2111143 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2111253.250000 Penalty: 4976.336426
	Iteration 26Q: 3 clusters Score -2111253 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2111342.500000 Penalty: 4976.336426
	Iteration 27Q: 3 clusters Score -2111342 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2111412.000000 Penalty: 4976.336426
	Iteration 28Q: 3 clusters Score -2111412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2111482.750000 Penalty: 4976.336426
	Iteration 29Q: 3 clusters Score -2111483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2111553.500000 Penalty: 4976.336426
	Iteration 30Q: 3 clusters Score -2111554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2111601.250000 Penalty: 4976.336426
	Iteration 31Q: 3 clusters Score -2111601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2111628.500000 Penalty: 4976.336426
	Iteration 32Q: 3 clusters Score -2111628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2111658.500000 Penalty: 4976.336426
	Iteration 33Q: 3 clusters Score -2111658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2111670.000000 Penalty: 4976.336426
	Iteration 34Q: 3 clusters Score -2111670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2111678.000000 Penalty: 4976.336426
	Iteration 35Q: 3 clusters Score -2111678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2111685.250000 Penalty: 4976.336426
	Iteration 36Q: 3 clusters Score -2111685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2111685.750000 Penalty: 4976.336426
	Iteration 37Q: 3 clusters Score -2111686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2111688.000000 Penalty: 4976.336426
	Iteration 38Q: 3 clusters Score -2111688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2111693.000000 Penalty: 4976.336426
	Iteration 39Q: 3 clusters Score -2111693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2111691.000000 Penalty: 4976.336426
	Iteration 40F: 3 clusters Score -2111691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48943.558594 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48943.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47440.765625 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -47440.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47617.363281 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -47617.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47654.832031 Penalty: 3108.531494
	Iteration 2Q: 3 clusters Score -47654.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47680.601562 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47680.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47694.324219 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47694.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47699.636719 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47699.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47699.636719 Penalty: 3108.531494
	Iteration 6F: 3 clusters Score -47699.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 35066 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9476 members 
Mstep: Class 37 contains 5222 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17347 members 
Mstep: Class 43 contains 27610 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9905 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55340 members 
Mstep: Class 52 contains 210284 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71618 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27182 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227424.000000 Penalty: 215788.609375
Iteration 239Q: 64 clusters Score -9.622742e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 35063 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17347 members 
Mstep: Class 43 contains 27607 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9913 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55342 members 
Mstep: Class 52 contains 210281 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71620 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27181 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227432.000000 Penalty: 215788.609375
Iteration 240F: 64 clusters Score -9.622743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 35063 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17348 members 
Mstep: Class 43 contains 27599 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9928 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55339 members 
Mstep: Class 52 contains 210278 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71624 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27182 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227376.000000 Penalty: 215788.609375
Iteration 241Q: 64 clusters Score -9.622738e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 35063 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 27595 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9939 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55346 members 
Mstep: Class 52 contains 210271 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27185 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227416.000000 Penalty: 215788.609375
Iteration 242Q: 64 clusters Score -9.622742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 35065 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6535 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9476 members 
Mstep: Class 37 contains 5228 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 27594 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9945 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55353 members 
Mstep: Class 52 contains 210267 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27189 members 
Mstep: Class 62 contains 22764 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227416.000000 Penalty: 215788.609375
Iteration 243Q: 64 clusters Score -9.622742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 35067 members 
Mstep: Class 3 contains 4509 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5302 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5230 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17349 members 
Mstep: Class 43 contains 27591 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9952 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55357 members 
Mstep: Class 52 contains 210262 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71629 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27191 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227480.000000 Penalty: 215788.609375
Iteration 244Q: 64 clusters Score -9.622748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 35072 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 5302 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5233 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17350 members 
Mstep: Class 43 contains 27586 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9951 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55361 members 
Mstep: Class 52 contains 210258 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71630 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27196 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227432.000000 Penalty: 215788.609375
Iteration 245Q: 64 clusters Score -9.622743e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 35073 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13450 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 5302 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8152 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17352 members 
Mstep: Class 43 contains 27586 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9951 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55362 members 
Mstep: Class 52 contains 210255 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71630 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27199 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227384.000000 Penalty: 215788.609375
Iteration 246Q: 64 clusters Score -9.622738e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 35074 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8152 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5238 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19346 members 
Mstep: Class 42 contains 17353 members 
Mstep: Class 43 contains 27582 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9956 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55354 members 
Mstep: Class 52 contains 210253 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71632 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4260 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27204 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227440.000000 Penalty: 215788.609375
Iteration 247Q: 64 clusters Score -9.622744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 35075 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8152 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5240 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17356 members 
Mstep: Class 43 contains 27580 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9963 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55357 members 
Mstep: Class 52 contains 210243 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71632 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4261 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27207 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227384.000000 Penalty: 215788.609375
Iteration 248Q: 64 clusters Score -9.622738e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8152 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17356 members 
Mstep: Class 43 contains 27577 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55354 members 
Mstep: Class 52 contains 210236 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71631 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4262 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27209 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227360.000000 Penalty: 215788.609375
Iteration 249Q: 64 clusters Score -9.622736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 35081 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 7694 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17358 members 
Mstep: Class 43 contains 27576 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9976 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55347 members 
Mstep: Class 52 contains 210229 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4266 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27210 members 
Mstep: Class 62 contains 22765 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227408.000000 Penalty: 215788.609375
Iteration 250Q: 64 clusters Score -9.622741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 35081 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17359 members 
Mstep: Class 43 contains 27575 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9979 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55342 members 
Mstep: Class 52 contains 210226 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87994 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4268 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27212 members 
Mstep: Class 62 contains 22766 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227432.000000 Penalty: 215788.609375
Iteration 251Q: 64 clusters Score -9.622743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19345 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27575 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9985 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55339 members 
Mstep: Class 52 contains 210226 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87993 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4270 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27214 members 
Mstep: Class 62 contains 22767 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227472.000000 Penalty: 215788.609375
Iteration 252Q: 64 clusters Score -9.622747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 35079 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17362 members 
Mstep: Class 43 contains 27575 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9990 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55338 members 
Mstep: Class 52 contains 210228 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87992 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27216 members 
Mstep: Class 62 contains 22768 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227448.000000 Penalty: 215788.609375
Iteration 253Q: 64 clusters Score -9.622745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 35079 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 8850 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5242 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55337 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87991 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27217 members 
Mstep: Class 62 contains 22769 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227448.000000 Penalty: 215788.609375
Iteration 254Q: 64 clusters Score -9.622745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 35078 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9480 members 
Mstep: Class 37 contains 5243 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9005 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27572 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9990 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55339 members 
Mstep: Class 52 contains 210232 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27218 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227360.000000 Penalty: 215788.609375
Iteration 255Q: 64 clusters Score -9.622736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35079 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8850 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9480 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27572 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9989 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55339 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27218 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227440.000000 Penalty: 215788.609375
Iteration 256Q: 64 clusters Score -9.622744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35079 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8150 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9480 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19344 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27573 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9988 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55341 members 
Mstep: Class 52 contains 210231 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27218 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227416.000000 Penalty: 215788.609375
Iteration 257Q: 64 clusters Score -9.622742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35079 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8150 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9480 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9987 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55345 members 
Mstep: Class 52 contains 210231 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27218 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227432.000000 Penalty: 215788.609375
Iteration 258Q: 64 clusters Score -9.622743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8150 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19343 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9989 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55346 members 
Mstep: Class 52 contains 210232 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27218 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 259Q: 64 clusters Score -9.62275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8149 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19341 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9989 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55349 members 
Mstep: Class 52 contains 210231 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27218 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227488.000000 Penalty: 215788.609375
Iteration 260F: 64 clusters Score -9.622749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 6306 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8148 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19339 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27573 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55347 members 
Mstep: Class 52 contains 210231 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27219 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 261Q: 64 clusters Score -9.62275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9004 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19339 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27573 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55348 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71627 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27220 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227472.000000 Penalty: 215788.609375
Iteration 262Q: 64 clusters Score -9.622747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9003 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19338 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27573 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55349 members 
Mstep: Class 52 contains 210229 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71627 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27221 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227504.000000 Penalty: 215788.609375
Iteration 263Q: 64 clusters Score -9.62275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 9000 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19337 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27573 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55350 members 
Mstep: Class 52 contains 210229 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71627 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18746 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27224 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227488.000000 Penalty: 215788.609375
Iteration 264Q: 64 clusters Score -9.622749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8997 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27573 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55353 members 
Mstep: Class 52 contains 210229 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71627 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27228 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227480.000000 Penalty: 215788.609375
Iteration 265Q: 64 clusters Score -9.622748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12231 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4508 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8995 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27571 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55356 members 
Mstep: Class 52 contains 210229 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71628 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27230 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 266Q: 64 clusters Score -9.62275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12233 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8993 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27570 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210229 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71629 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27231 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 267Q: 64 clusters Score -9.62275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8992 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27568 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210228 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6098 members 
Mstep: Class 55 contains 71629 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27232 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227480.000000 Penalty: 215788.609375
Iteration 268Q: 64 clusters Score -9.622748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12237 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8989 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27567 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55357 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6099 members 
Mstep: Class 55 contains 71629 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27233 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227440.000000 Penalty: 215788.609375
Iteration 269Q: 64 clusters Score -9.622744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8988 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27564 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55357 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6099 members 
Mstep: Class 55 contains 71629 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27235 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227408.000000 Penalty: 215788.609375
Iteration 270Q: 64 clusters Score -9.622741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72300 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27561 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71631 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27235 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227464.000000 Penalty: 215788.609375
Iteration 271Q: 64 clusters Score -9.622746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27560 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71632 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27236 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227464.000000 Penalty: 215788.609375
Iteration 272Q: 64 clusters Score -9.622746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4508 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27558 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71632 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27237 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227488.000000 Penalty: 215788.609375
Iteration 273Q: 64 clusters Score -9.622749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27555 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71632 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27239 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227504.000000 Penalty: 215788.609375
Iteration 274Q: 64 clusters Score -9.62275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13454 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27551 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71634 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27242 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 275Q: 64 clusters Score -9.62275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13454 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27550 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71635 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27242 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 276Q: 64 clusters Score -9.62275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 35080 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 13454 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 6531 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 7069 members 
Mstep: Class 26 contains 11124 members 
Mstep: Class 27 contains 8146 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 3176 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 9481 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 8986 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 19336 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 27550 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 1859 members 
Mstep: Class 46 contains 3812 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 2129 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 55358 members 
Mstep: Class 52 contains 210230 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 6100 members 
Mstep: Class 55 contains 71635 members 
Mstep: Class 56 contains 87987 members 
Mstep: Class 57 contains 18747 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 4271 members 
Mstep: Class 60 contains 1589 members 
Mstep: Class 61 contains 27242 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96227496.000000 Penalty: 215788.609375
Iteration 277F: 64 clusters Score -9.62275e+07 nChanged 0
Entering ConstructFrom: 
Score: -96227496.000000 Penalty: 215788.609375
Entering ConstructFrom: 
Trying to split cluster 1 (54887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Entering Unmasked Estep 
Score: -5637545.500000 Penalty: 2706.431885
	Iteration 0F: 2 clusters Score -5637546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5600754.500000 Penalty: 5412.863770
	Iteration 0F: 3 clusters Score -5600754 nChanged 25370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5614708.000000 Penalty: 5412.863770
	Iteration 1F: 3 clusters Score -5614708 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5615278.500000 Penalty: 5412.863770
	Iteration 2Q: 3 clusters Score -5615278 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5615733.500000 Penalty: 5412.863770
	Iteration 3Q: 3 clusters Score -5615734 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5616149.500000 Penalty: 5412.863770
	Iteration 4Q: 3 clusters Score -5616150 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5616489.000000 Penalty: 5412.863770
	Iteration 5Q: 3 clusters Score -5616489 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -5616794.500000 Penalty: 5412.863770
	Iteration 6Q: 3 clusters Score -5616794 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5617122.000000 Penalty: 5412.863770
	Iteration 7Q: 3 clusters Score -5617122 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -5617675.000000 Penalty: 5412.863770
	Iteration 8Q: 3 clusters Score -5617675 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5618438.000000 Penalty: 5412.863770
	Iteration 9Q: 3 clusters Score -5618438 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5619509.000000 Penalty: 5412.863770
	Iteration 10Q: 3 clusters Score -5619509 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5621394.000000 Penalty: 5412.863770
	Iteration 11F: 3 clusters Score -5621394 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5624031.500000 Penalty: 5412.863770
	Iteration 12F: 3 clusters Score -5624032 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5627073.000000 Penalty: 5412.863770
	Iteration 13F: 3 clusters Score -5627073 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5630095.500000 Penalty: 5412.863770
	Iteration 14F: 3 clusters Score -5630096 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5632278.000000 Penalty: 5412.863770
	Iteration 15Q: 3 clusters Score -5632278 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5633672.500000 Penalty: 5412.863770
	Iteration 16Q: 3 clusters Score -5633672 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5634390.500000 Penalty: 5412.863770
	Iteration 17Q: 3 clusters Score -5634390 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5634775.000000 Penalty: 5412.863770
	Iteration 18Q: 3 clusters Score -5634775 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5634943.000000 Penalty: 5412.863770
	Iteration 19Q: 3 clusters Score -5634943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5635021.000000 Penalty: 5412.863770
	Iteration 20F: 3 clusters Score -5635021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5635057.500000 Penalty: 5412.863770
	Iteration 21Q: 3 clusters Score -5635058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5635086.500000 Penalty: 5412.863770
	Iteration 22Q: 3 clusters Score -5635086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5635110.500000 Penalty: 5412.863770
	Iteration 23Q: 3 clusters Score -5635110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5635126.500000 Penalty: 5412.863770
	Iteration 24Q: 3 clusters Score -5635126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5635133.000000 Penalty: 5412.863770
	Iteration 25Q: 3 clusters Score -5635133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5635136.000000 Penalty: 5412.863770
	Iteration 26Q: 3 clusters Score -5635136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5635133.000000 Penalty: 5412.863770
	Iteration 27Q: 3 clusters Score -5635133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5635148.000000 Penalty: 5412.863770
	Iteration 28Q: 3 clusters Score -5635148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5635157.500000 Penalty: 5412.863770
	Iteration 29Q: 3 clusters Score -5635158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5635171.500000 Penalty: 5412.863770
	Iteration 30Q: 3 clusters Score -5635172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5635170.000000 Penalty: 5412.863770
	Iteration 31Q: 3 clusters Score -5635170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5635168.500000 Penalty: 5412.863770
	Iteration 32Q: 3 clusters Score -5635168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5635168.500000 Penalty: 5412.863770
	Iteration 33F: 3 clusters Score -5635168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Entering Unmasked Estep 
Score: -3639290.500000 Penalty: 2595.415771
	Iteration 0F: 2 clusters Score -3639290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3615463.250000 Penalty: 5190.831543
	Iteration 0F: 3 clusters Score -3615463 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3624300.750000 Penalty: 5190.831543
	Iteration 1F: 3 clusters Score -3624301 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3624870.250000 Penalty: 5190.831543
	Iteration 2Q: 3 clusters Score -3624870 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3625494.000000 Penalty: 5190.831543
	Iteration 3Q: 3 clusters Score -3625494 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3626288.000000 Penalty: 5190.831543
	Iteration 4Q: 3 clusters Score -3626288 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3627440.250000 Penalty: 5190.831543
	Iteration 5F: 3 clusters Score -3627440 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3628883.750000 Penalty: 5190.831543
	Iteration 6F: 3 clusters Score -3628884 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3630220.250000 Penalty: 5190.831543
	Iteration 7F: 3 clusters Score -3630220 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3631196.250000 Penalty: 5190.831543
	Iteration 8F: 3 clusters Score -3631196 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3631810.250000 Penalty: 5190.831543
	Iteration 9Q: 3 clusters Score -3631810 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3632214.750000 Penalty: 5190.831543
	Iteration 10Q: 3 clusters Score -3632215 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3632493.750000 Penalty: 5190.831543
	Iteration 11Q: 3 clusters Score -3632494 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3632659.500000 Penalty: 5190.831543
	Iteration 12Q: 3 clusters Score -3632660 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3632823.750000 Penalty: 5190.831543
	Iteration 13Q: 3 clusters Score -3632824 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3632981.250000 Penalty: 5190.831543
	Iteration 14Q: 3 clusters Score -3632981 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3633205.250000 Penalty: 5190.831543
	Iteration 15Q: 3 clusters Score -3633205 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3633498.500000 Penalty: 5190.831543
	Iteration 16Q: 3 clusters Score -3633498 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3633848.750000 Penalty: 5190.831543
	Iteration 17Q: 3 clusters Score -3633849 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3634306.250000 Penalty: 5190.831543
	Iteration 18Q: 3 clusters Score -3634306 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3634839.750000 Penalty: 5190.831543
	Iteration 19Q: 3 clusters Score -3634840 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3635340.250000 Penalty: 5190.831543
	Iteration 20F: 3 clusters Score -3635340 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3635816.250000 Penalty: 5190.831543
	Iteration 21Q: 3 clusters Score -3635816 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3636250.750000 Penalty: 5190.831543
	Iteration 22Q: 3 clusters Score -3636251 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3636614.750000 Penalty: 5190.831543
	Iteration 23Q: 3 clusters Score -3636615 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3636986.000000 Penalty: 5190.831543
	Iteration 24Q: 3 clusters Score -3636986 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3637331.000000 Penalty: 5190.831543
	Iteration 25Q: 3 clusters Score -3637331 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3637672.250000 Penalty: 5190.831543
	Iteration 26Q: 3 clusters Score -3637672 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3637942.250000 Penalty: 5190.831543
	Iteration 27Q: 3 clusters Score -3637942 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3638146.000000 Penalty: 5190.831543
	Iteration 28Q: 3 clusters Score -3638146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3638269.750000 Penalty: 5190.831543
	Iteration 29Q: 3 clusters Score -3638270 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3638369.250000 Penalty: 5190.831543
	Iteration 30Q: 3 clusters Score -3638369 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3638441.500000 Penalty: 5190.831543
	Iteration 31Q: 3 clusters Score -3638442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3638475.750000 Penalty: 5190.831543
	Iteration 32Q: 3 clusters Score -3638476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3638511.500000 Penalty: 5190.831543
	Iteration 33Q: 3 clusters Score -3638512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3638529.000000 Penalty: 5190.831543
	Iteration 34Q: 3 clusters Score -3638529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3638542.250000 Penalty: 5190.831543
	Iteration 35Q: 3 clusters Score -3638542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3638547.500000 Penalty: 5190.831543
	Iteration 36Q: 3 clusters Score -3638548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3638557.500000 Penalty: 5190.831543
	Iteration 37Q: 3 clusters Score -3638558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3638561.500000 Penalty: 5190.831543
	Iteration 38Q: 3 clusters Score -3638562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3638563.250000 Penalty: 5190.831543
	Iteration 39Q: 3 clusters Score -3638563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3638570.000000 Penalty: 5190.831543
	Iteration 40F: 3 clusters Score -3638570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3638569.750000 Penalty: 5190.831543
	Iteration 41Q: 3 clusters Score -3638570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3638574.500000 Penalty: 5190.831543
	Iteration 42Q: 3 clusters Score -3638574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3638569.500000 Penalty: 5190.831543
	Iteration 43Q: 3 clusters Score -3638570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3638576.250000 Penalty: 5190.831543
	Iteration 44Q: 3 clusters Score -3638576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -3638567.000000 Penalty: 5190.831543
	Iteration 45Q: 3 clusters Score -3638567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3638565.000000 Penalty: 5190.831543
	Iteration 46Q: 3 clusters Score -3638565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -3638570.000000 Penalty: 5190.831543
	Iteration 47Q: 3 clusters Score -3638570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -3638572.250000 Penalty: 5190.831543
	Iteration 48Q: 3 clusters Score -3638572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3638575.000000 Penalty: 5190.831543
	Iteration 49Q: 3 clusters Score -3638575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3638574.000000 Penalty: 5190.831543
	Iteration 50Q: 3 clusters Score -3638574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3638572.750000 Penalty: 5190.831543
	Iteration 51Q: 3 clusters Score -3638573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3638571.750000 Penalty: 5190.831543
	Iteration 52Q: 3 clusters Score -3638572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -3638574.000000 Penalty: 5190.831543
	Iteration 53Q: 3 clusters Score -3638574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3638578.500000 Penalty: 5190.831543
	Iteration 54Q: 3 clusters Score -3638578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -3638576.250000 Penalty: 5190.831543
	Iteration 55Q: 3 clusters Score -3638576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -3638576.250000 Penalty: 5190.831543
	Iteration 56F: 3 clusters Score -3638576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -425459.500000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -425459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -421273.375000 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -421273.4 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -422202.625000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -422202.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -422464.593750 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -422464.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -422663.531250 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -422663.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -422820.031250 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -422820 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -422941.125000 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -422941.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -423034.968750 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -423035 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -423096.406250 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -423096.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -423145.812500 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -423145.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -423198.218750 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -423198.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -423246.937500 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -423246.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -423290.968750 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -423291 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -423333.031250 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -423333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -423366.531250 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -423366.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -423384.031250 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -423384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -423409.156250 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -423409.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -423431.968750 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -423432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -423449.656250 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -423449.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -423465.718750 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -423465.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -423481.875000 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -423481.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -423495.625000 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -423495.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -423504.687500 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -423504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -423511.000000 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -423511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -423517.968750 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -423518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -423522.593750 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -423522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -423528.187500 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -423528.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -423536.000000 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -423536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -423540.343750 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -423540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -423541.000000 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -423541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -423541.843750 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -423541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -423542.687500 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -423542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -423543.312500 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -423543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423543.906250 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -423543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -423545.125000 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -423545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -423546.250000 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -423546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -423546.093750 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -423546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -423546.500000 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -423546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -423546.687500 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -423546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -423548.250000 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -423548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -423548.156250 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -423548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -423549.250000 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -423549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -423549.968750 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -423550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -423549.937500 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -423549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -423549.937500 Penalty: 4164.940430
	Iteration 43F: 3 clusters Score -423549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -566921.500000 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -566921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -561567.437500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -561567.4 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -563130.437500 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -563130.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -563526.750000 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -563526.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -563867.250000 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -563867.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -564248.937500 Penalty: 4339.788574
	Iteration 4F: 3 clusters Score -564248.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -564640.187500 Penalty: 4339.788574
	Iteration 5F: 3 clusters Score -564640.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -565084.375000 Penalty: 4339.788574
	Iteration 6F: 3 clusters Score -565084.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -565569.562500 Penalty: 4339.788574
	Iteration 7F: 3 clusters Score -565569.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -565954.625000 Penalty: 4339.788574
	Iteration 8F: 3 clusters Score -565954.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -566186.500000 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -566186.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -566311.875000 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -566311.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -566380.500000 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -566380.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -566414.562500 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -566414.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -566431.000000 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -566431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -566440.687500 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -566440.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -566451.312500 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -566451.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -566459.937500 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -566459.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -566465.312500 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -566465.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -566470.312500 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -566470.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -566476.750000 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -566476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -566481.250000 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -566481.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -566489.500000 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -566489.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -566502.250000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -566502.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -566512.375000 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -566512.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -566519.687500 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -566519.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -566522.687500 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -566522.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -566531.250000 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -566531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -566539.375000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -566539.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -566555.437500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -566555.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -566566.250000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -566566.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -566578.250000 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -566578.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -566589.312500 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -566589.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -566599.625000 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -566599.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -566608.312500 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -566608.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -566613.375000 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -566613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -566615.312500 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -566615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -566615.625000 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -566615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -566617.437500 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -566617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -566619.312500 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -566619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -566619.687500 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -566619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -566620.500000 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -566620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -566620.312500 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -566620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -566625.000000 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -566625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -566633.875000 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -566633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -566641.375000 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -566641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -566647.750000 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -566647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -566650.250000 Penalty: 4339.788574
	Iteration 46Q: 3 clusters Score -566650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -566652.750000 Penalty: 4339.788574
	Iteration 47Q: 3 clusters Score -566652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -566653.875000 Penalty: 4339.788574
	Iteration 48Q: 3 clusters Score -566653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -566655.937500 Penalty: 4339.788574
	Iteration 49Q: 3 clusters Score -566655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -566657.375000 Penalty: 4339.788574
	Iteration 50Q: 3 clusters Score -566657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -566658.875000 Penalty: 4339.788574
	Iteration 51Q: 3 clusters Score -566658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -566660.312500 Penalty: 4339.788574
	Iteration 52Q: 3 clusters Score -566660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -566660.625000 Penalty: 4339.788574
	Iteration 53Q: 3 clusters Score -566660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -566661.437500 Penalty: 4339.788574
	Iteration 54Q: 3 clusters Score -566661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -566662.375000 Penalty: 4339.788574
	Iteration 55Q: 3 clusters Score -566662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -566662.375000 Penalty: 4339.788574
	Iteration 56F: 3 clusters Score -566662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -929917.375000 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -929917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -922925.562500 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -922925.6 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -925060.312500 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -925060.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -925557.062500 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -925557.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -926113.562500 Penalty: 4519.037109
	Iteration 3F: 3 clusters Score -926113.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -926755.812500 Penalty: 4519.037109
	Iteration 4F: 3 clusters Score -926755.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -927399.187500 Penalty: 4519.037109
	Iteration 5F: 3 clusters Score -927399.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -927822.812500 Penalty: 4519.037109
	Iteration 6F: 3 clusters Score -927822.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -928051.437500 Penalty: 4519.037109
	Iteration 7Q: 3 clusters Score -928051.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -928205.312500 Penalty: 4519.037109
	Iteration 8Q: 3 clusters Score -928205.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -928302.812500 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -928302.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -928380.750000 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -928380.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -928442.812500 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -928442.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -928487.750000 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -928487.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -928526.687500 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -928526.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -928550.937500 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -928550.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -928562.062500 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -928562.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -928572.312500 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -928572.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -928585.750000 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -928585.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -928591.625000 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -928591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -928597.062500 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -928597.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -928601.812500 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -928601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -928601.562500 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -928601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -928602.375000 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -928602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -928607.625000 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -928607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -928605.937500 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -928605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -928607.937500 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -928607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -928606.562500 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -928606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -928608.750000 Penalty: 4519.037109
	Iteration 27Q: 3 clusters Score -928608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -928607.750000 Penalty: 4519.037109
	Iteration 28Q: 3 clusters Score -928607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -928608.812500 Penalty: 4519.037109
	Iteration 29Q: 3 clusters Score -928608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -928608.187500 Penalty: 4519.037109
	Iteration 30Q: 3 clusters Score -928608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -928608.187500 Penalty: 4519.037109
	Iteration 31F: 3 clusters Score -928608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -172446.937500 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -172446.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -169967.609375 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -169967.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -170407.609375 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -170407.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -170543.406250 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -170543.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -170607.859375 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -170607.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -170647.640625 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -170647.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -170676.671875 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -170676.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170697.734375 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -170697.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -170715.812500 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -170715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170724.640625 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -170724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170728.312500 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -170728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170735.718750 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -170735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170741.812500 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -170741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170743.046875 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -170743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170743.234375 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -170743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170743.234375 Penalty: 3697.828125
	Iteration 14F: 3 clusters Score -170743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -194960.546875 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -194960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -192405.687500 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -192405.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -192855.312500 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -192855.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192990.453125 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -192990.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -193052.546875 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -193052.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -193107.484375 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -193107.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -193141.187500 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -193141.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -193171.359375 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -193171.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -193194.750000 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -193194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -193208.375000 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -193208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -193223.843750 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -193223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193241.671875 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -193241.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193259.968750 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -193260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -193276.265625 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -193276.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -193291.390625 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -193291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193298.906250 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -193298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193305.375000 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -193305.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -193311.421875 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -193311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193316.796875 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -193316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -193320.671875 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -193320.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -193329.484375 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -193329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -193334.828125 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -193334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -193337.984375 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -193338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193339.890625 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -193339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193342.281250 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -193342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -193343.468750 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -193343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -193344.203125 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -193344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193344.109375 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -193344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193345.328125 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -193345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193347.109375 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -193347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193351.203125 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -193351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193355.421875 Penalty: 3756.726318
	Iteration 30Q: 3 clusters Score -193355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193359.859375 Penalty: 3756.726318
	Iteration 31Q: 3 clusters Score -193359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193361.843750 Penalty: 3756.726318
	Iteration 32Q: 3 clusters Score -193361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193364.937500 Penalty: 3756.726318
	Iteration 33Q: 3 clusters Score -193364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193368.421875 Penalty: 3756.726318
	Iteration 34Q: 3 clusters Score -193368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -193370.625000 Penalty: 3756.726318
	Iteration 35Q: 3 clusters Score -193370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193374.859375 Penalty: 3756.726318
	Iteration 36Q: 3 clusters Score -193374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193378.468750 Penalty: 3756.726318
	Iteration 37Q: 3 clusters Score -193378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193379.953125 Penalty: 3756.726318
	Iteration 38Q: 3 clusters Score -193380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193379.953125 Penalty: 3756.726318
	Iteration 39F: 3 clusters Score -193380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -190541.250000 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -190541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -187744.109375 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -187744.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -188538.484375 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -188538.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -188955.171875 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -188955.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -189256.812500 Penalty: 3872.323242
	Iteration 3F: 3 clusters Score -189256.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -189449.937500 Penalty: 3872.323242
	Iteration 4F: 3 clusters Score -189449.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -189568.156250 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -189568.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -189643.765625 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -189643.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -189684.703125 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -189684.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -189722.750000 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -189722.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -189763.328125 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -189763.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -189796.625000 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -189796.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -189831.234375 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -189831.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -189864.765625 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -189864.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -189884.375000 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -189884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -189893.843750 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -189893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -189899.843750 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -189899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -189905.171875 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -189905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -189911.359375 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -189911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -189915.296875 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -189915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -189917.265625 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -189917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -189921.625000 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -189921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -189925.531250 Penalty: 3872.323242
	Iteration 21Q: 3 clusters Score -189925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -189931.140625 Penalty: 3872.323242
	Iteration 22Q: 3 clusters Score -189931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -189933.281250 Penalty: 3872.323242
	Iteration 23Q: 3 clusters Score -189933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -189934.250000 Penalty: 3872.323242
	Iteration 24Q: 3 clusters Score -189934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -189934.375000 Penalty: 3872.323242
	Iteration 25Q: 3 clusters Score -189934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -189934.375000 Penalty: 3872.323242
	Iteration 26F: 3 clusters Score -189934.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -200085.500000 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -200085.5 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 1109 members 
Entering Unmasked Estep 
Score: -197420.328125 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -197420.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -198042.859375 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -198042.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -198296.890625 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -198296.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198470.375000 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -198470.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198631.718750 Penalty: 3804.532715
	Iteration 4F: 3 clusters Score -198631.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -198798.859375 Penalty: 3804.532715
	Iteration 5F: 3 clusters Score -198798.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -198963.406250 Penalty: 3804.532715
	Iteration 6F: 3 clusters Score -198963.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199093.062500 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -199093.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -199191.265625 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -199191.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199278.593750 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -199278.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199335.296875 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -199335.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199366.671875 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -199366.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -199399.140625 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -199399.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -199411.453125 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -199411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -199418.468750 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -199418.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199425.968750 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -199426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199430.468750 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -199430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -199438.390625 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -199438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -199443.890625 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -199443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -199446.515625 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -199446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -199447.375000 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -199447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -199448.015625 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -199448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -199449.187500 Penalty: 3804.532715
	Iteration 22Q: 3 clusters Score -199449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199450.453125 Penalty: 3804.532715
	Iteration 23Q: 3 clusters Score -199450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199451.312500 Penalty: 3804.532715
	Iteration 24Q: 3 clusters Score -199451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199451.312500 Penalty: 3804.532715
	Iteration 25F: 3 clusters Score -199451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Entering Unmasked Estep 
Score: -1507531.375000 Penalty: 2385.033691
	Iteration 0F: 2 clusters Score -1507531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1496807.500000 Penalty: 4770.067383
	Iteration 0F: 3 clusters Score -1496808 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1500322.125000 Penalty: 4770.067383
	Iteration 1F: 3 clusters Score -1500322 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1500710.000000 Penalty: 4770.067383
	Iteration 2F: 3 clusters Score -1500710 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1501092.625000 Penalty: 4770.067383
	Iteration 3F: 3 clusters Score -1501093 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1501483.000000 Penalty: 4770.067383
	Iteration 4Q: 3 clusters Score -1501483 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1501923.625000 Penalty: 4770.067383
	Iteration 5F: 3 clusters Score -1501924 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1502404.625000 Penalty: 4770.067383
	Iteration 6F: 3 clusters Score -1502405 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1502955.125000 Penalty: 4770.067383
	Iteration 7F: 3 clusters Score -1502955 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1503463.625000 Penalty: 4770.067383
	Iteration 8F: 3 clusters Score -1503464 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1503928.000000 Penalty: 4770.067383
	Iteration 9Q: 3 clusters Score -1503928 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1504413.500000 Penalty: 4770.067383
	Iteration 10Q: 3 clusters Score -1504414 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1504868.875000 Penalty: 4770.067383
	Iteration 11Q: 3 clusters Score -1504869 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1505300.500000 Penalty: 4770.067383
	Iteration 12Q: 3 clusters Score -1505300 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1505758.125000 Penalty: 4770.067383
	Iteration 13Q: 3 clusters Score -1505758 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1506168.375000 Penalty: 4770.067383
	Iteration 14Q: 3 clusters Score -1506168 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1506486.250000 Penalty: 4770.067383
	Iteration 15Q: 3 clusters Score -1506486 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1506666.500000 Penalty: 4770.067383
	Iteration 16Q: 3 clusters Score -1506666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1506761.375000 Penalty: 4770.067383
	Iteration 17Q: 3 clusters Score -1506761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1506812.375000 Penalty: 4770.067383
	Iteration 18Q: 3 clusters Score -1506812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1506842.375000 Penalty: 4770.067383
	Iteration 19Q: 3 clusters Score -1506842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1506874.375000 Penalty: 4770.067383
	Iteration 20F: 3 clusters Score -1506874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1506891.875000 Penalty: 4770.067383
	Iteration 21Q: 3 clusters Score -1506892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1506902.375000 Penalty: 4770.067383
	Iteration 22Q: 3 clusters Score -1506902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1506906.625000 Penalty: 4770.067383
	Iteration 23Q: 3 clusters Score -1506907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1506909.250000 Penalty: 4770.067383
	Iteration 24Q: 3 clusters Score -1506909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1506914.500000 Penalty: 4770.067383
	Iteration 25Q: 3 clusters Score -1506914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1506918.750000 Penalty: 4770.067383
	Iteration 26Q: 3 clusters Score -1506919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1506923.250000 Penalty: 4770.067383
	Iteration 27Q: 3 clusters Score -1506923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1506928.750000 Penalty: 4770.067383
	Iteration 28Q: 3 clusters Score -1506929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1506930.125000 Penalty: 4770.067383
	Iteration 29Q: 3 clusters Score -1506930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1506931.500000 Penalty: 4770.067383
	Iteration 30Q: 3 clusters Score -1506932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1506928.750000 Penalty: 4770.067383
	Iteration 31Q: 3 clusters Score -1506929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1506930.000000 Penalty: 4770.067383
	Iteration 32Q: 3 clusters Score -1506930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1506930.000000 Penalty: 4770.067383
	Iteration 33F: 3 clusters Score -1506930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Entering Unmasked Estep 
Score: -841075.750000 Penalty: 2253.922852
	Iteration 0F: 2 clusters Score -841075.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -834146.812500 Penalty: 4507.845703
	Iteration 0F: 3 clusters Score -834146.8 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -836148.687500 Penalty: 4507.845703
	Iteration 1F: 3 clusters Score -836148.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -836511.812500 Penalty: 4507.845703
	Iteration 2F: 3 clusters Score -836511.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -836818.562500 Penalty: 4507.845703
	Iteration 3F: 3 clusters Score -836818.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -837131.500000 Penalty: 4507.845703
	Iteration 4F: 3 clusters Score -837131.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -837400.000000 Penalty: 4507.845703
	Iteration 5F: 3 clusters Score -837400 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -837621.125000 Penalty: 4507.845703
	Iteration 6Q: 3 clusters Score -837621.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -837830.937500 Penalty: 4507.845703
	Iteration 7Q: 3 clusters Score -837830.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -838029.812500 Penalty: 4507.845703
	Iteration 8Q: 3 clusters Score -838029.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -838193.375000 Penalty: 4507.845703
	Iteration 9Q: 3 clusters Score -838193.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -838345.250000 Penalty: 4507.845703
	Iteration 10Q: 3 clusters Score -838345.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -838476.562500 Penalty: 4507.845703
	Iteration 11Q: 3 clusters Score -838476.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -838575.187500 Penalty: 4507.845703
	Iteration 12Q: 3 clusters Score -838575.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -838651.125000 Penalty: 4507.845703
	Iteration 13Q: 3 clusters Score -838651.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -838733.562500 Penalty: 4507.845703
	Iteration 14Q: 3 clusters Score -838733.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -838793.812500 Penalty: 4507.845703
	Iteration 15Q: 3 clusters Score -838793.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -838852.687500 Penalty: 4507.845703
	Iteration 16Q: 3 clusters Score -838852.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -838892.937500 Penalty: 4507.845703
	Iteration 17Q: 3 clusters Score -838892.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -838923.562500 Penalty: 4507.845703
	Iteration 18Q: 3 clusters Score -838923.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -838946.000000 Penalty: 4507.845703
	Iteration 19Q: 3 clusters Score -838946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -838970.000000 Penalty: 4507.845703
	Iteration 20F: 3 clusters Score -838970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -838990.937500 Penalty: 4507.845703
	Iteration 21Q: 3 clusters Score -838990.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -839005.562500 Penalty: 4507.845703
	Iteration 22Q: 3 clusters Score -839005.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -839019.250000 Penalty: 4507.845703
	Iteration 23Q: 3 clusters Score -839019.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -839033.062500 Penalty: 4507.845703
	Iteration 24Q: 3 clusters Score -839033.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -839041.000000 Penalty: 4507.845703
	Iteration 25Q: 3 clusters Score -839041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -839056.062500 Penalty: 4507.845703
	Iteration 26Q: 3 clusters Score -839056.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -839065.562500 Penalty: 4507.845703
	Iteration 27Q: 3 clusters Score -839065.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -839077.812500 Penalty: 4507.845703
	Iteration 28Q: 3 clusters Score -839077.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -839091.187500 Penalty: 4507.845703
	Iteration 29Q: 3 clusters Score -839091.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -839105.187500 Penalty: 4507.845703
	Iteration 30Q: 3 clusters Score -839105.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -839115.687500 Penalty: 4507.845703
	Iteration 31Q: 3 clusters Score -839115.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -839126.500000 Penalty: 4507.845703
	Iteration 32Q: 3 clusters Score -839126.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -839137.437500 Penalty: 4507.845703
	Iteration 33Q: 3 clusters Score -839137.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -839148.250000 Penalty: 4507.845703
	Iteration 34Q: 3 clusters Score -839148.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -839155.687500 Penalty: 4507.845703
	Iteration 35Q: 3 clusters Score -839155.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -839162.250000 Penalty: 4507.845703
	Iteration 36Q: 3 clusters Score -839162.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -839169.437500 Penalty: 4507.845703
	Iteration 37Q: 3 clusters Score -839169.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -839178.687500 Penalty: 4507.845703
	Iteration 38Q: 3 clusters Score -839178.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -839186.187500 Penalty: 4507.845703
	Iteration 39Q: 3 clusters Score -839186.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -839199.937500 Penalty: 4507.845703
	Iteration 40F: 3 clusters Score -839199.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -839211.000000 Penalty: 4507.845703
	Iteration 41Q: 3 clusters Score -839211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -839222.062500 Penalty: 4507.845703
	Iteration 42Q: 3 clusters Score -839222.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -839234.437500 Penalty: 4507.845703
	Iteration 43Q: 3 clusters Score -839234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -839245.375000 Penalty: 4507.845703
	Iteration 44Q: 3 clusters Score -839245.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -839251.750000 Penalty: 4507.845703
	Iteration 45Q: 3 clusters Score -839251.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -839265.312500 Penalty: 4507.845703
	Iteration 46Q: 3 clusters Score -839265.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -839274.875000 Penalty: 4507.845703
	Iteration 47Q: 3 clusters Score -839274.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -839285.312500 Penalty: 4507.845703
	Iteration 48Q: 3 clusters Score -839285.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -839295.812500 Penalty: 4507.845703
	Iteration 49Q: 3 clusters Score -839295.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -839306.125000 Penalty: 4507.845703
	Iteration 50Q: 3 clusters Score -839306.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -839313.000000 Penalty: 4507.845703
	Iteration 51Q: 3 clusters Score -839313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -839321.187500 Penalty: 4507.845703
	Iteration 52Q: 3 clusters Score -839321.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -839326.437500 Penalty: 4507.845703
	Iteration 53Q: 3 clusters Score -839326.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -839330.187500 Penalty: 4507.845703
	Iteration 54Q: 3 clusters Score -839330.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -839333.937500 Penalty: 4507.845703
	Iteration 55Q: 3 clusters Score -839333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -839335.437500 Penalty: 4507.845703
	Iteration 56Q: 3 clusters Score -839335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -839337.875000 Penalty: 4507.845703
	Iteration 57Q: 3 clusters Score -839337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -839336.812500 Penalty: 4507.845703
	Iteration 58Q: 3 clusters Score -839336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -839337.750000 Penalty: 4507.845703
	Iteration 59Q: 3 clusters Score -839337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -839337.250000 Penalty: 4507.845703
	Iteration 60F: 3 clusters Score -839337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -839337.562500 Penalty: 4507.845703
	Iteration 61Q: 3 clusters Score -839337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -839338.062500 Penalty: 4507.845703
	Iteration 62Q: 3 clusters Score -839338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -839338.062500 Penalty: 4507.845703
	Iteration 63F: 3 clusters Score -839338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -722964.375000 Penalty: 2219.088135
	Iteration 0F: 2 clusters Score -722964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -716736.250000 Penalty: 4438.176270
	Iteration 0F: 3 clusters Score -716736.2 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -718489.062500 Penalty: 4438.176270
	Iteration 1F: 3 clusters Score -718489.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -718890.937500 Penalty: 4438.176270
	Iteration 2F: 3 clusters Score -718890.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -719265.125000 Penalty: 4438.176270
	Iteration 3F: 3 clusters Score -719265.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -719524.812500 Penalty: 4438.176270
	Iteration 4F: 3 clusters Score -719524.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -719733.687500 Penalty: 4438.176270
	Iteration 5Q: 3 clusters Score -719733.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -719924.187500 Penalty: 4438.176270
	Iteration 6Q: 3 clusters Score -719924.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -720111.875000 Penalty: 4438.176270
	Iteration 7Q: 3 clusters Score -720111.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -720305.937500 Penalty: 4438.176270
	Iteration 8Q: 3 clusters Score -720305.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -720509.375000 Penalty: 4438.176270
	Iteration 9Q: 3 clusters Score -720509.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -720700.875000 Penalty: 4438.176270
	Iteration 10Q: 3 clusters Score -720700.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -720874.687500 Penalty: 4438.176270
	Iteration 11Q: 3 clusters Score -720874.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -721037.000000 Penalty: 4438.176270
	Iteration 12Q: 3 clusters Score -721037 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -721160.625000 Penalty: 4438.176270
	Iteration 13Q: 3 clusters Score -721160.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -721249.187500 Penalty: 4438.176270
	Iteration 14Q: 3 clusters Score -721249.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -721326.000000 Penalty: 4438.176270
	Iteration 15Q: 3 clusters Score -721326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -721396.687500 Penalty: 4438.176270
	Iteration 16Q: 3 clusters Score -721396.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -721446.250000 Penalty: 4438.176270
	Iteration 17Q: 3 clusters Score -721446.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -721486.187500 Penalty: 4438.176270
	Iteration 18Q: 3 clusters Score -721486.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -721514.687500 Penalty: 4438.176270
	Iteration 19Q: 3 clusters Score -721514.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -721538.562500 Penalty: 4438.176270
	Iteration 20F: 3 clusters Score -721538.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -721561.062500 Penalty: 4438.176270
	Iteration 21Q: 3 clusters Score -721561.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -721579.875000 Penalty: 4438.176270
	Iteration 22Q: 3 clusters Score -721579.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -721596.250000 Penalty: 4438.176270
	Iteration 23Q: 3 clusters Score -721596.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -721610.750000 Penalty: 4438.176270
	Iteration 24Q: 3 clusters Score -721610.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -721621.437500 Penalty: 4438.176270
	Iteration 25Q: 3 clusters Score -721621.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -721635.250000 Penalty: 4438.176270
	Iteration 26Q: 3 clusters Score -721635.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -721649.500000 Penalty: 4438.176270
	Iteration 27Q: 3 clusters Score -721649.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -721662.000000 Penalty: 4438.176270
	Iteration 28Q: 3 clusters Score -721662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -721668.187500 Penalty: 4438.176270
	Iteration 29Q: 3 clusters Score -721668.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -721670.312500 Penalty: 4438.176270
	Iteration 30Q: 3 clusters Score -721670.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -721673.750000 Penalty: 4438.176270
	Iteration 31Q: 3 clusters Score -721673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -721678.125000 Penalty: 4438.176270
	Iteration 32Q: 3 clusters Score -721678.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -721686.437500 Penalty: 4438.176270
	Iteration 33Q: 3 clusters Score -721686.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -721694.562500 Penalty: 4438.176270
	Iteration 34Q: 3 clusters Score -721694.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -721698.875000 Penalty: 4438.176270
	Iteration 35Q: 3 clusters Score -721698.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -721706.500000 Penalty: 4438.176270
	Iteration 36Q: 3 clusters Score -721706.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -721722.625000 Penalty: 4438.176270
	Iteration 37Q: 3 clusters Score -721722.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -721739.500000 Penalty: 4438.176270
	Iteration 38Q: 3 clusters Score -721739.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -721752.500000 Penalty: 4438.176270
	Iteration 39Q: 3 clusters Score -721752.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -721767.562500 Penalty: 4438.176270
	Iteration 40F: 3 clusters Score -721767.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -721779.000000 Penalty: 4438.176270
	Iteration 41Q: 3 clusters Score -721779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -721785.375000 Penalty: 4438.176270
	Iteration 42Q: 3 clusters Score -721785.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -721795.250000 Penalty: 4438.176270
	Iteration 43Q: 3 clusters Score -721795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -721806.937500 Penalty: 4438.176270
	Iteration 44Q: 3 clusters Score -721806.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -721817.812500 Penalty: 4438.176270
	Iteration 45Q: 3 clusters Score -721817.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -721831.500000 Penalty: 4438.176270
	Iteration 46Q: 3 clusters Score -721831.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -721847.937500 Penalty: 4438.176270
	Iteration 47Q: 3 clusters Score -721847.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -721863.812500 Penalty: 4438.176270
	Iteration 48Q: 3 clusters Score -721863.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -721879.937500 Penalty: 4438.176270
	Iteration 49Q: 3 clusters Score -721879.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -721887.500000 Penalty: 4438.176270
	Iteration 50Q: 3 clusters Score -721887.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -721896.500000 Penalty: 4438.176270
	Iteration 51Q: 3 clusters Score -721896.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -721898.187500 Penalty: 4438.176270
	Iteration 52Q: 3 clusters Score -721898.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -721903.562500 Penalty: 4438.176270
	Iteration 53Q: 3 clusters Score -721903.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -721910.750000 Penalty: 4438.176270
	Iteration 54Q: 3 clusters Score -721910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -721914.437500 Penalty: 4438.176270
	Iteration 55Q: 3 clusters Score -721914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -721921.250000 Penalty: 4438.176270
	Iteration 56Q: 3 clusters Score -721921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -721924.125000 Penalty: 4438.176270
	Iteration 57Q: 3 clusters Score -721924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -721928.437500 Penalty: 4438.176270
	Iteration 58Q: 3 clusters Score -721928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -721932.500000 Penalty: 4438.176270
	Iteration 59Q: 3 clusters Score -721932.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -721938.875000 Penalty: 4438.176270
	Iteration 60F: 3 clusters Score -721938.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -721946.250000 Penalty: 4438.176270
	Iteration 61Q: 3 clusters Score -721946.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -721954.437500 Penalty: 4438.176270
	Iteration 62Q: 3 clusters Score -721954.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -721963.312500 Penalty: 4438.176270
	Iteration 63Q: 3 clusters Score -721963.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -721973.812500 Penalty: 4438.176270
	Iteration 64Q: 3 clusters Score -721973.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -721980.937500 Penalty: 4438.176270
	Iteration 65Q: 3 clusters Score -721980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -721984.625000 Penalty: 4438.176270
	Iteration 66Q: 3 clusters Score -721984.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -721991.937500 Penalty: 4438.176270
	Iteration 67Q: 3 clusters Score -721991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -721997.750000 Penalty: 4438.176270
	Iteration 68Q: 3 clusters Score -721997.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -722002.562500 Penalty: 4438.176270
	Iteration 69Q: 3 clusters Score -722002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -722009.750000 Penalty: 4438.176270
	Iteration 70Q: 3 clusters Score -722009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -722013.500000 Penalty: 4438.176270
	Iteration 71Q: 3 clusters Score -722013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -722018.062500 Penalty: 4438.176270
	Iteration 72Q: 3 clusters Score -722018.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -722023.875000 Penalty: 4438.176270
	Iteration 73Q: 3 clusters Score -722023.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -722033.187500 Penalty: 4438.176270
	Iteration 74Q: 3 clusters Score -722033.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -722047.625000 Penalty: 4438.176270
	Iteration 75Q: 3 clusters Score -722047.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -722059.437500 Penalty: 4438.176270
	Iteration 76Q: 3 clusters Score -722059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -722065.312500 Penalty: 4438.176270
	Iteration 77Q: 3 clusters Score -722065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -722070.437500 Penalty: 4438.176270
	Iteration 78Q: 3 clusters Score -722070.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -722083.250000 Penalty: 4438.176270
	Iteration 79Q: 3 clusters Score -722083.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -722092.812500 Penalty: 4438.176270
	Iteration 80F: 3 clusters Score -722092.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -722099.500000 Penalty: 4438.176270
	Iteration 81Q: 3 clusters Score -722099.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -722107.500000 Penalty: 4438.176270
	Iteration 82Q: 3 clusters Score -722107.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -722110.375000 Penalty: 4438.176270
	Iteration 83Q: 3 clusters Score -722110.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -722115.812500 Penalty: 4438.176270
	Iteration 84Q: 3 clusters Score -722115.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -722121.937500 Penalty: 4438.176270
	Iteration 85Q: 3 clusters Score -722121.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -722129.687500 Penalty: 4438.176270
	Iteration 86Q: 3 clusters Score -722129.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -722142.687500 Penalty: 4438.176270
	Iteration 87Q: 3 clusters Score -722142.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -722150.562500 Penalty: 4438.176270
	Iteration 88Q: 3 clusters Score -722150.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -722158.687500 Penalty: 4438.176270
	Iteration 89Q: 3 clusters Score -722158.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -722162.687500 Penalty: 4438.176270
	Iteration 90Q: 3 clusters Score -722162.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -722166.812500 Penalty: 4438.176270
	Iteration 91Q: 3 clusters Score -722166.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -722173.062500 Penalty: 4438.176270
	Iteration 92Q: 3 clusters Score -722173.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -722176.125000 Penalty: 4438.176270
	Iteration 93Q: 3 clusters Score -722176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -722177.125000 Penalty: 4438.176270
	Iteration 94Q: 3 clusters Score -722177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -722181.250000 Penalty: 4438.176270
	Iteration 95Q: 3 clusters Score -722181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -722183.500000 Penalty: 4438.176270
	Iteration 96Q: 3 clusters Score -722183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -722183.812500 Penalty: 4438.176270
	Iteration 97Q: 3 clusters Score -722183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -722186.750000 Penalty: 4438.176270
	Iteration 98Q: 3 clusters Score -722186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -722187.000000 Penalty: 4438.176270
	Iteration 99Q: 3 clusters Score -722187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -722189.250000 Penalty: 4438.176270
	Iteration 100F: 3 clusters Score -722189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -722192.937500 Penalty: 4438.176270
	Iteration 101Q: 3 clusters Score -722192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -722197.500000 Penalty: 4438.176270
	Iteration 102Q: 3 clusters Score -722197.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -722204.312500 Penalty: 4438.176270
	Iteration 103Q: 3 clusters Score -722204.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -722210.687500 Penalty: 4438.176270
	Iteration 104Q: 3 clusters Score -722210.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -722215.562500 Penalty: 4438.176270
	Iteration 105Q: 3 clusters Score -722215.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -722220.562500 Penalty: 4438.176270
	Iteration 106Q: 3 clusters Score -722220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -722223.062500 Penalty: 4438.176270
	Iteration 107Q: 3 clusters Score -722223.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -722223.500000 Penalty: 4438.176270
	Iteration 108Q: 3 clusters Score -722223.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -722230.687500 Penalty: 4438.176270
	Iteration 109Q: 3 clusters Score -722230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -722231.812500 Penalty: 4438.176270
	Iteration 110Q: 3 clusters Score -722231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -722236.687500 Penalty: 4438.176270
	Iteration 111Q: 3 clusters Score -722236.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -722240.250000 Penalty: 4438.176270
	Iteration 112Q: 3 clusters Score -722240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -722239.750000 Penalty: 4438.176270
	Iteration 113Q: 3 clusters Score -722239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -722243.312500 Penalty: 4438.176270
	Iteration 114Q: 3 clusters Score -722243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -722245.625000 Penalty: 4438.176270
	Iteration 115Q: 3 clusters Score -722245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -722247.812500 Penalty: 4438.176270
	Iteration 116Q: 3 clusters Score -722247.8 nChanged 11
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: -722251.687500 Penalty: 4438.176270
	Iteration 117Q: 3 clusters Score -722251.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -722256.000000 Penalty: 4438.176270
	Iteration 118Q: 3 clusters Score -722256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -722256.687500 Penalty: 4438.176270
	Iteration 119Q: 3 clusters Score -722256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -722260.000000 Penalty: 4438.176270
	Iteration 120F: 3 clusters Score -722260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -722263.000000 Penalty: 4438.176270
	Iteration 121Q: 3 clusters Score -722263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -722264.062500 Penalty: 4438.176270
	Iteration 122Q: 3 clusters Score -722264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -722263.875000 Penalty: 4438.176270
	Iteration 123Q: 3 clusters Score -722263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -722263.875000 Penalty: 4438.176270
	Iteration 124Q: 3 clusters Score -722263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -722266.062500 Penalty: 4438.176270
	Iteration 125Q: 3 clusters Score -722266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -722266.062500 Penalty: 4438.176270
	Iteration 126F: 3 clusters Score -722266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Entering Unmasked Estep 
Score: -1226705.000000 Penalty: 2334.250732
	Iteration 0F: 2 clusters Score -1226705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1217649.500000 Penalty: 4668.501465
	Iteration 0F: 3 clusters Score -1217650 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1220487.250000 Penalty: 4668.501465
	Iteration 1F: 3 clusters Score -1220487 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1220912.125000 Penalty: 4668.501465
	Iteration 2F: 3 clusters Score -1220912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1221273.625000 Penalty: 4668.501465
	Iteration 3F: 3 clusters Score -1221274 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1221670.875000 Penalty: 4668.501465
	Iteration 4F: 3 clusters Score -1221671 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1222157.750000 Penalty: 4668.501465
	Iteration 5F: 3 clusters Score -1222158 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1222720.750000 Penalty: 4668.501465
	Iteration 6F: 3 clusters Score -1222721 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1223193.875000 Penalty: 4668.501465
	Iteration 7F: 3 clusters Score -1223194 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1223581.125000 Penalty: 4668.501465
	Iteration 8Q: 3 clusters Score -1223581 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1223873.125000 Penalty: 4668.501465
	Iteration 9Q: 3 clusters Score -1223873 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1224041.625000 Penalty: 4668.501465
	Iteration 10Q: 3 clusters Score -1224042 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1224157.000000 Penalty: 4668.501465
	Iteration 11Q: 3 clusters Score -1224157 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1224228.250000 Penalty: 4668.501465
	Iteration 12Q: 3 clusters Score -1224228 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1224296.125000 Penalty: 4668.501465
	Iteration 13Q: 3 clusters Score -1224296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1224341.875000 Penalty: 4668.501465
	Iteration 14Q: 3 clusters Score -1224342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1224388.875000 Penalty: 4668.501465
	Iteration 15Q: 3 clusters Score -1224389 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1224420.875000 Penalty: 4668.501465
	Iteration 16Q: 3 clusters Score -1224421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1224460.500000 Penalty: 4668.501465
	Iteration 17Q: 3 clusters Score -1224460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1224477.625000 Penalty: 4668.501465
	Iteration 18Q: 3 clusters Score -1224478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1224498.000000 Penalty: 4668.501465
	Iteration 19Q: 3 clusters Score -1224498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1224511.625000 Penalty: 4668.501465
	Iteration 20F: 3 clusters Score -1224512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1224518.125000 Penalty: 4668.501465
	Iteration 21Q: 3 clusters Score -1224518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1224530.625000 Penalty: 4668.501465
	Iteration 22Q: 3 clusters Score -1224531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1224545.625000 Penalty: 4668.501465
	Iteration 23Q: 3 clusters Score -1224546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1224554.375000 Penalty: 4668.501465
	Iteration 24Q: 3 clusters Score -1224554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1224564.750000 Penalty: 4668.501465
	Iteration 25Q: 3 clusters Score -1224565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1224570.375000 Penalty: 4668.501465
	Iteration 26Q: 3 clusters Score -1224570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1224581.875000 Penalty: 4668.501465
	Iteration 27Q: 3 clusters Score -1224582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1224584.375000 Penalty: 4668.501465
	Iteration 28Q: 3 clusters Score -1224584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1224596.375000 Penalty: 4668.501465
	Iteration 29Q: 3 clusters Score -1224596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1224610.250000 Penalty: 4668.501465
	Iteration 30Q: 3 clusters Score -1224610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1224615.375000 Penalty: 4668.501465
	Iteration 31Q: 3 clusters Score -1224615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1224631.625000 Penalty: 4668.501465
	Iteration 32Q: 3 clusters Score -1224632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1224642.875000 Penalty: 4668.501465
	Iteration 33Q: 3 clusters Score -1224643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1224647.250000 Penalty: 4668.501465
	Iteration 34Q: 3 clusters Score -1224647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1224652.375000 Penalty: 4668.501465
	Iteration 35Q: 3 clusters Score -1224652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1224657.875000 Penalty: 4668.501465
	Iteration 36Q: 3 clusters Score -1224658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1224667.000000 Penalty: 4668.501465
	Iteration 37Q: 3 clusters Score -1224667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1224675.500000 Penalty: 4668.501465
	Iteration 38Q: 3 clusters Score -1224676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1224677.625000 Penalty: 4668.501465
	Iteration 39Q: 3 clusters Score -1224678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1224681.250000 Penalty: 4668.501465
	Iteration 40F: 3 clusters Score -1224681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1224684.125000 Penalty: 4668.501465
	Iteration 41Q: 3 clusters Score -1224684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1224689.500000 Penalty: 4668.501465
	Iteration 42Q: 3 clusters Score -1224690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1224688.625000 Penalty: 4668.501465
	Iteration 43Q: 3 clusters Score -1224689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1224694.375000 Penalty: 4668.501465
	Iteration 44Q: 3 clusters Score -1224694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1224699.375000 Penalty: 4668.501465
	Iteration 45Q: 3 clusters Score -1224699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1224703.375000 Penalty: 4668.501465
	Iteration 46Q: 3 clusters Score -1224703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1224702.000000 Penalty: 4668.501465
	Iteration 47Q: 3 clusters Score -1224702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1224703.875000 Penalty: 4668.501465
	Iteration 48Q: 3 clusters Score -1224704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1224706.125000 Penalty: 4668.501465
	Iteration 49Q: 3 clusters Score -1224706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1224712.000000 Penalty: 4668.501465
	Iteration 50Q: 3 clusters Score -1224712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1224710.750000 Penalty: 4668.501465
	Iteration 51Q: 3 clusters Score -1224711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1224715.375000 Penalty: 4668.501465
	Iteration 52Q: 3 clusters Score -1224715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1224715.875000 Penalty: 4668.501465
	Iteration 53Q: 3 clusters Score -1224716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1224715.750000 Penalty: 4668.501465
	Iteration 54Q: 3 clusters Score -1224716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1224721.625000 Penalty: 4668.501465
	Iteration 55Q: 3 clusters Score -1224722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1224718.500000 Penalty: 4668.501465
	Iteration 56Q: 3 clusters Score -1224718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1224721.750000 Penalty: 4668.501465
	Iteration 57Q: 3 clusters Score -1224722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1224721.250000 Penalty: 4668.501465
	Iteration 58Q: 3 clusters Score -1224721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1224723.875000 Penalty: 4668.501465
	Iteration 59Q: 3 clusters Score -1224724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1224724.875000 Penalty: 4668.501465
	Iteration 60F: 3 clusters Score -1224725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1224725.750000 Penalty: 4668.501465
	Iteration 61Q: 3 clusters Score -1224726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1224730.250000 Penalty: 4668.501465
	Iteration 62Q: 3 clusters Score -1224730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1224730.500000 Penalty: 4668.501465
	Iteration 63Q: 3 clusters Score -1224730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1224726.375000 Penalty: 4668.501465
	Iteration 64Q: 3 clusters Score -1224726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1224729.625000 Penalty: 4668.501465
	Iteration 65Q: 3 clusters Score -1224730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1224732.125000 Penalty: 4668.501465
	Iteration 66Q: 3 clusters Score -1224732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1224736.875000 Penalty: 4668.501465
	Iteration 67Q: 3 clusters Score -1224737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1224736.750000 Penalty: 4668.501465
	Iteration 68Q: 3 clusters Score -1224737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1224736.875000 Penalty: 4668.501465
	Iteration 69Q: 3 clusters Score -1224737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1224736.500000 Penalty: 4668.501465
	Iteration 70Q: 3 clusters Score -1224736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1224738.125000 Penalty: 4668.501465
	Iteration 71Q: 3 clusters Score -1224738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1224738.125000 Penalty: 4668.501465
	Iteration 72Q: 3 clusters Score -1224738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1224738.125000 Penalty: 4668.501465
	Iteration 73F: 3 clusters Score -1224738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1388862.000000 Penalty: 2357.743896
	Iteration 0F: 2 clusters Score -1388862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1379035.000000 Penalty: 4715.487793
	Iteration 0F: 3 clusters Score -1379035 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1382012.500000 Penalty: 4715.487793
	Iteration 1F: 3 clusters Score -1382012 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1382344.625000 Penalty: 4715.487793
	Iteration 2F: 3 clusters Score -1382345 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1382578.125000 Penalty: 4715.487793
	Iteration 3Q: 3 clusters Score -1382578 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1382777.750000 Penalty: 4715.487793
	Iteration 4Q: 3 clusters Score -1382778 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1382988.125000 Penalty: 4715.487793
	Iteration 5Q: 3 clusters Score -1382988 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1383248.375000 Penalty: 4715.487793
	Iteration 6Q: 3 clusters Score -1383248 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1383602.750000 Penalty: 4715.487793
	Iteration 7Q: 3 clusters Score -1383603 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1384100.875000 Penalty: 4715.487793
	Iteration 8F: 3 clusters Score -1384101 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1384678.125000 Penalty: 4715.487793
	Iteration 9F: 3 clusters Score -1384678 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1385235.000000 Penalty: 4715.487793
	Iteration 10F: 3 clusters Score -1385235 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1385673.500000 Penalty: 4715.487793
	Iteration 11Q: 3 clusters Score -1385674 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1385987.750000 Penalty: 4715.487793
	Iteration 12Q: 3 clusters Score -1385988 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1386250.500000 Penalty: 4715.487793
	Iteration 13Q: 3 clusters Score -1386250 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1386417.500000 Penalty: 4715.487793
	Iteration 14Q: 3 clusters Score -1386418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1386511.500000 Penalty: 4715.487793
	Iteration 15Q: 3 clusters Score -1386512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1386601.125000 Penalty: 4715.487793
	Iteration 16Q: 3 clusters Score -1386601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1386664.625000 Penalty: 4715.487793
	Iteration 17Q: 3 clusters Score -1386665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1386707.500000 Penalty: 4715.487793
	Iteration 18Q: 3 clusters Score -1386708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1386731.125000 Penalty: 4715.487793
	Iteration 19Q: 3 clusters Score -1386731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1386745.375000 Penalty: 4715.487793
	Iteration 20F: 3 clusters Score -1386745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1386759.375000 Penalty: 4715.487793
	Iteration 21Q: 3 clusters Score -1386759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1386762.125000 Penalty: 4715.487793
	Iteration 22Q: 3 clusters Score -1386762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1386765.500000 Penalty: 4715.487793
	Iteration 23Q: 3 clusters Score -1386766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1386779.000000 Penalty: 4715.487793
	Iteration 24Q: 3 clusters Score -1386779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1386789.125000 Penalty: 4715.487793
	Iteration 25Q: 3 clusters Score -1386789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1386792.875000 Penalty: 4715.487793
	Iteration 26Q: 3 clusters Score -1386793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1386796.500000 Penalty: 4715.487793
	Iteration 27Q: 3 clusters Score -1386796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1386800.750000 Penalty: 4715.487793
	Iteration 28Q: 3 clusters Score -1386801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1386806.500000 Penalty: 4715.487793
	Iteration 29Q: 3 clusters Score -1386806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1386811.750000 Penalty: 4715.487793
	Iteration 30Q: 3 clusters Score -1386812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1386818.625000 Penalty: 4715.487793
	Iteration 31Q: 3 clusters Score -1386819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1386820.125000 Penalty: 4715.487793
	Iteration 32Q: 3 clusters Score -1386820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1386820.125000 Penalty: 4715.487793
	Iteration 33F: 3 clusters Score -1386820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -983678.937500 Penalty: 2277.961914
	Iteration 0F: 2 clusters Score -983678.9 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 4871 members 
Entering Unmasked Estep 
Score: -976129.812500 Penalty: 4555.923828
	Iteration 0F: 3 clusters Score -976129.8 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -978203.687500 Penalty: 4555.923828
	Iteration 1F: 3 clusters Score -978203.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -978475.062500 Penalty: 4555.923828
	Iteration 2F: 3 clusters Score -978475.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -978671.750000 Penalty: 4555.923828
	Iteration 3Q: 3 clusters Score -978671.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -978825.500000 Penalty: 4555.923828
	Iteration 4Q: 3 clusters Score -978825.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -978957.750000 Penalty: 4555.923828
	Iteration 5Q: 3 clusters Score -978957.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -979090.375000 Penalty: 4555.923828
	Iteration 6Q: 3 clusters Score -979090.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -979207.812500 Penalty: 4555.923828
	Iteration 7Q: 3 clusters Score -979207.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -979350.500000 Penalty: 4555.923828
	Iteration 8Q: 3 clusters Score -979350.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -979530.062500 Penalty: 4555.923828
	Iteration 9Q: 3 clusters Score -979530.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -979781.937500 Penalty: 4555.923828
	Iteration 10Q: 3 clusters Score -979781.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -980043.125000 Penalty: 4555.923828
	Iteration 11Q: 3 clusters Score -980043.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -980346.500000 Penalty: 4555.923828
	Iteration 12Q: 3 clusters Score -980346.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -980679.187500 Penalty: 4555.923828
	Iteration 13Q: 3 clusters Score -980679.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -980994.312500 Penalty: 4555.923828
	Iteration 14Q: 3 clusters Score -980994.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -981250.937500 Penalty: 4555.923828
	Iteration 15Q: 3 clusters Score -981250.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -981418.875000 Penalty: 4555.923828
	Iteration 16Q: 3 clusters Score -981418.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -981524.562500 Penalty: 4555.923828
	Iteration 17Q: 3 clusters Score -981524.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -981587.062500 Penalty: 4555.923828
	Iteration 18Q: 3 clusters Score -981587.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -981632.500000 Penalty: 4555.923828
	Iteration 19Q: 3 clusters Score -981632.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -981658.500000 Penalty: 4555.923828
	Iteration 20F: 3 clusters Score -981658.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -981681.812500 Penalty: 4555.923828
	Iteration 21Q: 3 clusters Score -981681.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -981695.562500 Penalty: 4555.923828
	Iteration 22Q: 3 clusters Score -981695.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -981705.437500 Penalty: 4555.923828
	Iteration 23Q: 3 clusters Score -981705.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -981712.250000 Penalty: 4555.923828
	Iteration 24Q: 3 clusters Score -981712.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -981719.312500 Penalty: 4555.923828
	Iteration 25Q: 3 clusters Score -981719.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -981722.750000 Penalty: 4555.923828
	Iteration 26Q: 3 clusters Score -981722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -981724.812500 Penalty: 4555.923828
	Iteration 27Q: 3 clusters Score -981724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -981726.125000 Penalty: 4555.923828
	Iteration 28Q: 3 clusters Score -981726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -981726.500000 Penalty: 4555.923828
	Iteration 29Q: 3 clusters Score -981726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -981729.062500 Penalty: 4555.923828
	Iteration 30Q: 3 clusters Score -981729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -981730.250000 Penalty: 4555.923828
	Iteration 31Q: 3 clusters Score -981730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -981731.000000 Penalty: 4555.923828
	Iteration 32Q: 3 clusters Score -981731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -981734.125000 Penalty: 4555.923828
	Iteration 33Q: 3 clusters Score -981734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -981734.062500 Penalty: 4555.923828
	Iteration 34Q: 3 clusters Score -981734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -981735.812500 Penalty: 4555.923828
	Iteration 35Q: 3 clusters Score -981735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -981735.937500 Penalty: 4555.923828
	Iteration 36Q: 3 clusters Score -981735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -981735.312500 Penalty: 4555.923828
	Iteration 37Q: 3 clusters Score -981735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -981734.562500 Penalty: 4555.923828
	Iteration 38Q: 3 clusters Score -981734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -981737.125000 Penalty: 4555.923828
	Iteration 39Q: 3 clusters Score -981737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -981739.062500 Penalty: 4555.923828
	Iteration 40F: 3 clusters Score -981739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -981738.500000 Penalty: 4555.923828
	Iteration 41Q: 3 clusters Score -981738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -981736.937500 Penalty: 4555.923828
	Iteration 42Q: 3 clusters Score -981736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -981736.937500 Penalty: 4555.923828
	Iteration 43F: 3 clusters Score -981736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Entering Unmasked Estep 
Score: -7438440.000000 Penalty: 2774.764160
	Iteration 0F: 2 clusters Score -7438440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -7389744.500000 Penalty: 5549.528320
	Iteration 0F: 3 clusters Score -7389744 nChanged 34025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -7409105.500000 Penalty: 5549.528320
	Iteration 1F: 3 clusters Score -7409106 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -7409696.000000 Penalty: 5549.528320
	Iteration 2Q: 3 clusters Score -7409696 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -7410272.500000 Penalty: 5549.528320
	Iteration 3Q: 3 clusters Score -7410272 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -7410844.500000 Penalty: 5549.528320
	Iteration 4Q: 3 clusters Score -7410844 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -7411567.000000 Penalty: 5549.528320
	Iteration 5Q: 3 clusters Score -7411567 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -7412443.000000 Penalty: 5549.528320
	Iteration 6Q: 3 clusters Score -7412443 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7413854.000000 Penalty: 5549.528320
	Iteration 7Q: 3 clusters Score -7413854 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -7415653.500000 Penalty: 5549.528320
	Iteration 8F: 3 clusters Score -7415654 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7418177.500000 Penalty: 5549.528320
	Iteration 9F: 3 clusters Score -7418178 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -7421301.500000 Penalty: 5549.528320
	Iteration 10F: 3 clusters Score -7421302 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -7424673.000000 Penalty: 5549.528320
	Iteration 11F: 3 clusters Score -7424673 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -7427673.500000 Penalty: 5549.528320
	Iteration 12F: 3 clusters Score -7427674 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -7430097.000000 Penalty: 5549.528320
	Iteration 13Q: 3 clusters Score -7430097 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -7431927.000000 Penalty: 5549.528320
	Iteration 14Q: 3 clusters Score -7431927 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7433316.000000 Penalty: 5549.528320
	Iteration 15Q: 3 clusters Score -7433316 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7434279.000000 Penalty: 5549.528320
	Iteration 16Q: 3 clusters Score -7434279 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7434872.000000 Penalty: 5549.528320
	Iteration 17Q: 3 clusters Score -7434872 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7435266.500000 Penalty: 5549.528320
	Iteration 18Q: 3 clusters Score -7435266 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7435550.500000 Penalty: 5549.528320
	Iteration 19Q: 3 clusters Score -7435550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7435732.000000 Penalty: 5549.528320
	Iteration 20F: 3 clusters Score -7435732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7435817.500000 Penalty: 5549.528320
	Iteration 21Q: 3 clusters Score -7435818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7435878.000000 Penalty: 5549.528320
	Iteration 22Q: 3 clusters Score -7435878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7435930.500000 Penalty: 5549.528320
	Iteration 23Q: 3 clusters Score -7435930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7435964.500000 Penalty: 5549.528320
	Iteration 24Q: 3 clusters Score -7435964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7435987.500000 Penalty: 5549.528320
	Iteration 25Q: 3 clusters Score -7435988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7436007.500000 Penalty: 5549.528320
	Iteration 26Q: 3 clusters Score -7436008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7436015.500000 Penalty: 5549.528320
	Iteration 27Q: 3 clusters Score -7436016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7436033.000000 Penalty: 5549.528320
	Iteration 28Q: 3 clusters Score -7436033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7436047.000000 Penalty: 5549.528320
	Iteration 29Q: 3 clusters Score -7436047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7436052.500000 Penalty: 5549.528320
	Iteration 30Q: 3 clusters Score -7436052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7436047.500000 Penalty: 5549.528320
	Iteration 31Q: 3 clusters Score -7436048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7436066.500000 Penalty: 5549.528320
	Iteration 32Q: 3 clusters Score -7436066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7436068.500000 Penalty: 5549.528320
	Iteration 33Q: 3 clusters Score -7436068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7436068.500000 Penalty: 5549.528320
	Iteration 34Q: 3 clusters Score -7436068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7436077.500000 Penalty: 5549.528320
	Iteration 35Q: 3 clusters Score -7436078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7436082.000000 Penalty: 5549.528320
	Iteration 36Q: 3 clusters Score -7436082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7436082.500000 Penalty: 5549.528320
	Iteration 37Q: 3 clusters Score -7436082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7436085.000000 Penalty: 5549.528320
	Iteration 38Q: 3 clusters Score -7436085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7436086.000000 Penalty: 5549.528320
	Iteration 39Q: 3 clusters Score -7436086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7436085.000000 Penalty: 5549.528320
	Iteration 40F: 3 clusters Score -7436085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -83201.921875 Penalty: 1691.093140
	Iteration 0F: 2 clusters Score -83201.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81424.804688 Penalty: 3382.186279
	Iteration 0F: 3 clusters Score -81424.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81904.054688 Penalty: 3382.186279
	Iteration 1F: 3 clusters Score -81904.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82013.351562 Penalty: 3382.186279
	Iteration 2F: 3 clusters Score -82013.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82100.078125 Penalty: 3382.186279
	Iteration 3F: 3 clusters Score -82100.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82160.234375 Penalty: 3382.186279
	Iteration 4Q: 3 clusters Score -82160.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82206.140625 Penalty: 3382.186279
	Iteration 5Q: 3 clusters Score -82206.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82248.226562 Penalty: 3382.186279
	Iteration 6Q: 3 clusters Score -82248.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82281.929688 Penalty: 3382.186279
	Iteration 7Q: 3 clusters Score -82281.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82310.562500 Penalty: 3382.186279
	Iteration 8Q: 3 clusters Score -82310.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82321.726562 Penalty: 3382.186279
	Iteration 9Q: 3 clusters Score -82321.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82341.320312 Penalty: 3382.186279
	Iteration 10Q: 3 clusters Score -82341.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82356.851562 Penalty: 3382.186279
	Iteration 11Q: 3 clusters Score -82356.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82371.382812 Penalty: 3382.186279
	Iteration 12Q: 3 clusters Score -82371.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82393.414062 Penalty: 3382.186279
	Iteration 13Q: 3 clusters Score -82393.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82426.484375 Penalty: 3382.186279
	Iteration 14Q: 3 clusters Score -82426.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82467.789062 Penalty: 3382.186279
	Iteration 15Q: 3 clusters Score -82467.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82518.953125 Penalty: 3382.186279
	Iteration 16Q: 3 clusters Score -82518.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82565.765625 Penalty: 3382.186279
	Iteration 17Q: 3 clusters Score -82565.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82596.828125 Penalty: 3382.186279
	Iteration 18Q: 3 clusters Score -82596.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82605.867188 Penalty: 3382.186279
	Iteration 19Q: 3 clusters Score -82605.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82617.398438 Penalty: 3382.186279
	Iteration 20F: 3 clusters Score -82617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82632.171875 Penalty: 3382.186279
	Iteration 21Q: 3 clusters Score -82632.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82643.875000 Penalty: 3382.186279
	Iteration 22Q: 3 clusters Score -82643.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82647.203125 Penalty: 3382.186279
	Iteration 23Q: 3 clusters Score -82647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82647.203125 Penalty: 3382.186279
	Iteration 24F: 3 clusters Score -82647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -782332.937500 Penalty: 2218.183838
	Iteration 0F: 2 clusters Score -782332.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -776222.437500 Penalty: 4436.367676
	Iteration 0F: 3 clusters Score -776222.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -777939.500000 Penalty: 4436.367676
	Iteration 1F: 3 clusters Score -777939.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -778214.750000 Penalty: 4436.367676
	Iteration 2F: 3 clusters Score -778214.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -778412.562500 Penalty: 4436.367676
	Iteration 3Q: 3 clusters Score -778412.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -778590.062500 Penalty: 4436.367676
	Iteration 4Q: 3 clusters Score -778590.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -778759.500000 Penalty: 4436.367676
	Iteration 5Q: 3 clusters Score -778759.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -778915.187500 Penalty: 4436.367676
	Iteration 6Q: 3 clusters Score -778915.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -779028.625000 Penalty: 4436.367676
	Iteration 7Q: 3 clusters Score -779028.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -779122.875000 Penalty: 4436.367676
	Iteration 8Q: 3 clusters Score -779122.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -779210.875000 Penalty: 4436.367676
	Iteration 9Q: 3 clusters Score -779210.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -779296.187500 Penalty: 4436.367676
	Iteration 10Q: 3 clusters Score -779296.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -779383.312500 Penalty: 4436.367676
	Iteration 11Q: 3 clusters Score -779383.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -779479.375000 Penalty: 4436.367676
	Iteration 12Q: 3 clusters Score -779479.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -779588.562500 Penalty: 4436.367676
	Iteration 13Q: 3 clusters Score -779588.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -779728.187500 Penalty: 4436.367676
	Iteration 14Q: 3 clusters Score -779728.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -779888.562500 Penalty: 4436.367676
	Iteration 15Q: 3 clusters Score -779888.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -780021.625000 Penalty: 4436.367676
	Iteration 16Q: 3 clusters Score -780021.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -780140.937500 Penalty: 4436.367676
	Iteration 17Q: 3 clusters Score -780140.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -780249.562500 Penalty: 4436.367676
	Iteration 18Q: 3 clusters Score -780249.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -780318.625000 Penalty: 4436.367676
	Iteration 19Q: 3 clusters Score -780318.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -780371.437500 Penalty: 4436.367676
	Iteration 20F: 3 clusters Score -780371.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -780423.187500 Penalty: 4436.367676
	Iteration 21Q: 3 clusters Score -780423.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -780460.062500 Penalty: 4436.367676
	Iteration 22Q: 3 clusters Score -780460.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -780485.812500 Penalty: 4436.367676
	Iteration 23Q: 3 clusters Score -780485.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -780508.062500 Penalty: 4436.367676
	Iteration 24Q: 3 clusters Score -780508.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -780527.875000 Penalty: 4436.367676
	Iteration 25Q: 3 clusters Score -780527.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -780539.687500 Penalty: 4436.367676
	Iteration 26Q: 3 clusters Score -780539.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -780549.937500 Penalty: 4436.367676
	Iteration 27Q: 3 clusters Score -780549.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -780563.500000 Penalty: 4436.367676
	Iteration 28Q: 3 clusters Score -780563.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -780573.062500 Penalty: 4436.367676
	Iteration 29Q: 3 clusters Score -780573.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -780581.125000 Penalty: 4436.367676
	Iteration 30Q: 3 clusters Score -780581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -780590.250000 Penalty: 4436.367676
	Iteration 31Q: 3 clusters Score -780590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -780592.937500 Penalty: 4436.367676
	Iteration 32Q: 3 clusters Score -780592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -780593.625000 Penalty: 4436.367676
	Iteration 33Q: 3 clusters Score -780593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -780595.000000 Penalty: 4436.367676
	Iteration 34Q: 3 clusters Score -780595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -780596.062500 Penalty: 4436.367676
	Iteration 35Q: 3 clusters Score -780596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -780599.125000 Penalty: 4436.367676
	Iteration 36Q: 3 clusters Score -780599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -780602.062500 Penalty: 4436.367676
	Iteration 37Q: 3 clusters Score -780602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -780602.437500 Penalty: 4436.367676
	Iteration 38Q: 3 clusters Score -780602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -780603.687500 Penalty: 4436.367676
	Iteration 39Q: 3 clusters Score -780603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -780605.062500 Penalty: 4436.367676
	Iteration 40F: 3 clusters Score -780605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -780603.812500 Penalty: 4436.367676
	Iteration 41Q: 3 clusters Score -780603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -780603.937500 Penalty: 4436.367676
	Iteration 42Q: 3 clusters Score -780603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -780604.937500 Penalty: 4436.367676
	Iteration 43Q: 3 clusters Score -780604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -780609.687500 Penalty: 4436.367676
	Iteration 44Q: 3 clusters Score -780609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -780611.187500 Penalty: 4436.367676
	Iteration 45Q: 3 clusters Score -780611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -780611.687500 Penalty: 4436.367676
	Iteration 46Q: 3 clusters Score -780611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -780612.812500 Penalty: 4436.367676
	Iteration 47Q: 3 clusters Score -780612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -780614.125000 Penalty: 4436.367676
	Iteration 48Q: 3 clusters Score -780614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -780614.125000 Penalty: 4436.367676
	Iteration 49F: 3 clusters Score -780614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -770759.000000 Penalty: 2208.617676
	Iteration 0F: 2 clusters Score -770759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -764732.687500 Penalty: 4417.235352
	Iteration 0F: 3 clusters Score -764732.7 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -766294.812500 Penalty: 4417.235352
	Iteration 1F: 3 clusters Score -766294.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -766534.312500 Penalty: 4417.235352
	Iteration 2F: 3 clusters Score -766534.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -766687.125000 Penalty: 4417.235352
	Iteration 3F: 3 clusters Score -766687.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -766790.437500 Penalty: 4417.235352
	Iteration 4Q: 3 clusters Score -766790.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -766876.375000 Penalty: 4417.235352
	Iteration 5Q: 3 clusters Score -766876.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -766944.875000 Penalty: 4417.235352
	Iteration 6Q: 3 clusters Score -766944.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -767015.812500 Penalty: 4417.235352
	Iteration 7Q: 3 clusters Score -767015.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -767088.187500 Penalty: 4417.235352
	Iteration 8Q: 3 clusters Score -767088.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -767175.187500 Penalty: 4417.235352
	Iteration 9Q: 3 clusters Score -767175.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -767296.437500 Penalty: 4417.235352
	Iteration 10Q: 3 clusters Score -767296.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -767454.562500 Penalty: 4417.235352
	Iteration 11Q: 3 clusters Score -767454.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -767652.937500 Penalty: 4417.235352
	Iteration 12Q: 3 clusters Score -767652.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -767893.500000 Penalty: 4417.235352
	Iteration 13Q: 3 clusters Score -767893.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -768139.062500 Penalty: 4417.235352
	Iteration 14Q: 3 clusters Score -768139.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -768397.562500 Penalty: 4417.235352
	Iteration 15Q: 3 clusters Score -768397.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -768629.437500 Penalty: 4417.235352
	Iteration 16Q: 3 clusters Score -768629.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -768805.812500 Penalty: 4417.235352
	Iteration 17Q: 3 clusters Score -768805.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -768901.562500 Penalty: 4417.235352
	Iteration 18Q: 3 clusters Score -768901.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -768963.562500 Penalty: 4417.235352
	Iteration 19Q: 3 clusters Score -768963.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -769001.187500 Penalty: 4417.235352
	Iteration 20F: 3 clusters Score -769001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -769021.437500 Penalty: 4417.235352
	Iteration 21Q: 3 clusters Score -769021.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -769038.812500 Penalty: 4417.235352
	Iteration 22Q: 3 clusters Score -769038.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -769048.437500 Penalty: 4417.235352
	Iteration 23Q: 3 clusters Score -769048.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -769054.125000 Penalty: 4417.235352
	Iteration 24Q: 3 clusters Score -769054.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -769060.375000 Penalty: 4417.235352
	Iteration 25Q: 3 clusters Score -769060.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -769063.875000 Penalty: 4417.235352
	Iteration 26Q: 3 clusters Score -769063.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -769069.000000 Penalty: 4417.235352
	Iteration 27Q: 3 clusters Score -769069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -769073.500000 Penalty: 4417.235352
	Iteration 28Q: 3 clusters Score -769073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -769078.375000 Penalty: 4417.235352
	Iteration 29Q: 3 clusters Score -769078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -769076.937500 Penalty: 4417.235352
	Iteration 30Q: 3 clusters Score -769076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -769077.687500 Penalty: 4417.235352
	Iteration 31Q: 3 clusters Score -769077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -769078.875000 Penalty: 4417.235352
	Iteration 32Q: 3 clusters Score -769078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -769078.875000 Penalty: 4417.235352
	Iteration 33F: 3 clusters Score -769078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -441191.750000 Penalty: 2086.520020
	Iteration 0F: 2 clusters Score -441191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -436978.625000 Penalty: 4173.040039
	Iteration 0F: 3 clusters Score -436978.6 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -437940.000000 Penalty: 4173.040039
	Iteration 1F: 3 clusters Score -437940 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -438205.125000 Penalty: 4173.040039
	Iteration 2F: 3 clusters Score -438205.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -438375.187500 Penalty: 4173.040039
	Iteration 3F: 3 clusters Score -438375.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -438513.968750 Penalty: 4173.040039
	Iteration 4Q: 3 clusters Score -438514 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -438634.406250 Penalty: 4173.040039
	Iteration 5Q: 3 clusters Score -438634.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -438740.250000 Penalty: 4173.040039
	Iteration 6Q: 3 clusters Score -438740.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -438834.343750 Penalty: 4173.040039
	Iteration 7Q: 3 clusters Score -438834.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -438938.843750 Penalty: 4173.040039
	Iteration 8Q: 3 clusters Score -438938.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -439053.250000 Penalty: 4173.040039
	Iteration 9Q: 3 clusters Score -439053.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -439173.625000 Penalty: 4173.040039
	Iteration 10Q: 3 clusters Score -439173.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -439307.625000 Penalty: 4173.040039
	Iteration 11Q: 3 clusters Score -439307.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -439452.500000 Penalty: 4173.040039
	Iteration 12Q: 3 clusters Score -439452.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -439574.562500 Penalty: 4173.040039
	Iteration 13Q: 3 clusters Score -439574.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -439695.000000 Penalty: 4173.040039
	Iteration 14Q: 3 clusters Score -439695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -439788.500000 Penalty: 4173.040039
	Iteration 15Q: 3 clusters Score -439788.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -439855.937500 Penalty: 4173.040039
	Iteration 16Q: 3 clusters Score -439855.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -439893.687500 Penalty: 4173.040039
	Iteration 17Q: 3 clusters Score -439893.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -439941.656250 Penalty: 4173.040039
	Iteration 18Q: 3 clusters Score -439941.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -439979.968750 Penalty: 4173.040039
	Iteration 19Q: 3 clusters Score -439980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -440009.187500 Penalty: 4173.040039
	Iteration 20F: 3 clusters Score -440009.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -440028.343750 Penalty: 4173.040039
	Iteration 21Q: 3 clusters Score -440028.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -440038.406250 Penalty: 4173.040039
	Iteration 22Q: 3 clusters Score -440038.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -440044.000000 Penalty: 4173.040039
	Iteration 23Q: 3 clusters Score -440044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -440048.625000 Penalty: 4173.040039
	Iteration 24Q: 3 clusters Score -440048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -440051.406250 Penalty: 4173.040039
	Iteration 25Q: 3 clusters Score -440051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -440054.718750 Penalty: 4173.040039
	Iteration 26Q: 3 clusters Score -440054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -440059.750000 Penalty: 4173.040039
	Iteration 27Q: 3 clusters Score -440059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -440064.375000 Penalty: 4173.040039
	Iteration 28Q: 3 clusters Score -440064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -440069.250000 Penalty: 4173.040039
	Iteration 29Q: 3 clusters Score -440069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -440076.187500 Penalty: 4173.040039
	Iteration 30Q: 3 clusters Score -440076.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -440086.406250 Penalty: 4173.040039
	Iteration 31Q: 3 clusters Score -440086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -440093.250000 Penalty: 4173.040039
	Iteration 32Q: 3 clusters Score -440093.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -440099.531250 Penalty: 4173.040039
	Iteration 33Q: 3 clusters Score -440099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -440106.312500 Penalty: 4173.040039
	Iteration 34Q: 3 clusters Score -440106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -440110.250000 Penalty: 4173.040039
	Iteration 35Q: 3 clusters Score -440110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -440114.593750 Penalty: 4173.040039
	Iteration 36Q: 3 clusters Score -440114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -440117.406250 Penalty: 4173.040039
	Iteration 37Q: 3 clusters Score -440117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -440120.062500 Penalty: 4173.040039
	Iteration 38Q: 3 clusters Score -440120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -440120.593750 Penalty: 4173.040039
	Iteration 39Q: 3 clusters Score -440120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -440122.375000 Penalty: 4173.040039
	Iteration 40F: 3 clusters Score -440122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -440123.625000 Penalty: 4173.040039
	Iteration 41Q: 3 clusters Score -440123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -440125.156250 Penalty: 4173.040039
	Iteration 42Q: 3 clusters Score -440125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -440125.937500 Penalty: 4173.040039
	Iteration 43Q: 3 clusters Score -440125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -440126.375000 Penalty: 4173.040039
	Iteration 44Q: 3 clusters Score -440126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -440126.375000 Penalty: 4173.040039
	Iteration 45F: 3 clusters Score -440126.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Entering Unmasked Estep 
Score: -1180722.375000 Penalty: 2318.112793
	Iteration 0F: 2 clusters Score -1180722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1172022.500000 Penalty: 4636.225586
	Iteration 0F: 3 clusters Score -1172022 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1174681.375000 Penalty: 4636.225586
	Iteration 1F: 3 clusters Score -1174681 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1174981.625000 Penalty: 4636.225586
	Iteration 2F: 3 clusters Score -1174982 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1175197.125000 Penalty: 4636.225586
	Iteration 3Q: 3 clusters Score -1175197 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1175386.750000 Penalty: 4636.225586
	Iteration 4Q: 3 clusters Score -1175387 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1175631.625000 Penalty: 4636.225586
	Iteration 5Q: 3 clusters Score -1175632 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1175966.000000 Penalty: 4636.225586
	Iteration 6Q: 3 clusters Score -1175966 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1176421.375000 Penalty: 4636.225586
	Iteration 7F: 3 clusters Score -1176421 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1177034.000000 Penalty: 4636.225586
	Iteration 8F: 3 clusters Score -1177034 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1177712.750000 Penalty: 4636.225586
	Iteration 9F: 3 clusters Score -1177713 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1178307.250000 Penalty: 4636.225586
	Iteration 10F: 3 clusters Score -1178307 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1178730.125000 Penalty: 4636.225586
	Iteration 11Q: 3 clusters Score -1178730 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1178954.875000 Penalty: 4636.225586
	Iteration 12Q: 3 clusters Score -1178955 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1179090.500000 Penalty: 4636.225586
	Iteration 13Q: 3 clusters Score -1179090 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1179168.375000 Penalty: 4636.225586
	Iteration 14Q: 3 clusters Score -1179168 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1179223.125000 Penalty: 4636.225586
	Iteration 15Q: 3 clusters Score -1179223 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1179258.875000 Penalty: 4636.225586
	Iteration 16Q: 3 clusters Score -1179259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1179296.125000 Penalty: 4636.225586
	Iteration 17Q: 3 clusters Score -1179296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1179331.375000 Penalty: 4636.225586
	Iteration 18Q: 3 clusters Score -1179331 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1179368.625000 Penalty: 4636.225586
	Iteration 19Q: 3 clusters Score -1179369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1179407.250000 Penalty: 4636.225586
	Iteration 20F: 3 clusters Score -1179407 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1179445.500000 Penalty: 4636.225586
	Iteration 21Q: 3 clusters Score -1179446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1179488.750000 Penalty: 4636.225586
	Iteration 22Q: 3 clusters Score -1179489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1179527.000000 Penalty: 4636.225586
	Iteration 23Q: 3 clusters Score -1179527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1179561.875000 Penalty: 4636.225586
	Iteration 24Q: 3 clusters Score -1179562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1179580.750000 Penalty: 4636.225586
	Iteration 25Q: 3 clusters Score -1179581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1179605.625000 Penalty: 4636.225586
	Iteration 26Q: 3 clusters Score -1179606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1179629.750000 Penalty: 4636.225586
	Iteration 27Q: 3 clusters Score -1179630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1179645.375000 Penalty: 4636.225586
	Iteration 28Q: 3 clusters Score -1179645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1179659.625000 Penalty: 4636.225586
	Iteration 29Q: 3 clusters Score -1179660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1179669.500000 Penalty: 4636.225586
	Iteration 30Q: 3 clusters Score -1179670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1179679.125000 Penalty: 4636.225586
	Iteration 31Q: 3 clusters Score -1179679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1179698.750000 Penalty: 4636.225586
	Iteration 32Q: 3 clusters Score -1179699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1179710.250000 Penalty: 4636.225586
	Iteration 33Q: 3 clusters Score -1179710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1179724.875000 Penalty: 4636.225586
	Iteration 34Q: 3 clusters Score -1179725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1179736.125000 Penalty: 4636.225586
	Iteration 35Q: 3 clusters Score -1179736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1179748.500000 Penalty: 4636.225586
	Iteration 36Q: 3 clusters Score -1179748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1179766.125000 Penalty: 4636.225586
	Iteration 37Q: 3 clusters Score -1179766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1179770.625000 Penalty: 4636.225586
	Iteration 38Q: 3 clusters Score -1179771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1179778.750000 Penalty: 4636.225586
	Iteration 39Q: 3 clusters Score -1179779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1179790.500000 Penalty: 4636.225586
	Iteration 40F: 3 clusters Score -1179790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1179795.625000 Penalty: 4636.225586
	Iteration 41Q: 3 clusters Score -1179796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1179802.375000 Penalty: 4636.225586
	Iteration 42Q: 3 clusters Score -1179802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1179819.875000 Penalty: 4636.225586
	Iteration 43Q: 3 clusters Score -1179820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1179822.750000 Penalty: 4636.225586
	Iteration 44Q: 3 clusters Score -1179823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1179828.875000 Penalty: 4636.225586
	Iteration 45Q: 3 clusters Score -1179829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1179841.250000 Penalty: 4636.225586
	Iteration 46Q: 3 clusters Score -1179841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1179847.375000 Penalty: 4636.225586
	Iteration 47Q: 3 clusters Score -1179847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1179856.625000 Penalty: 4636.225586
	Iteration 48Q: 3 clusters Score -1179857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1179866.375000 Penalty: 4636.225586
	Iteration 49Q: 3 clusters Score -1179866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1179871.250000 Penalty: 4636.225586
	Iteration 50Q: 3 clusters Score -1179871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1179881.625000 Penalty: 4636.225586
	Iteration 51Q: 3 clusters Score -1179882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1179887.250000 Penalty: 4636.225586
	Iteration 52Q: 3 clusters Score -1179887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1179890.000000 Penalty: 4636.225586
	Iteration 53Q: 3 clusters Score -1179890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1179893.500000 Penalty: 4636.225586
	Iteration 54Q: 3 clusters Score -1179894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1179897.250000 Penalty: 4636.225586
	Iteration 55Q: 3 clusters Score -1179897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1179897.875000 Penalty: 4636.225586
	Iteration 56Q: 3 clusters Score -1179898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1179900.625000 Penalty: 4636.225586
	Iteration 57Q: 3 clusters Score -1179901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1179901.125000 Penalty: 4636.225586
	Iteration 58Q: 3 clusters Score -1179901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1179907.750000 Penalty: 4636.225586
	Iteration 59Q: 3 clusters Score -1179908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1179908.750000 Penalty: 4636.225586
	Iteration 60F: 3 clusters Score -1179909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1179909.500000 Penalty: 4636.225586
	Iteration 61Q: 3 clusters Score -1179910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1179911.000000 Penalty: 4636.225586
	Iteration 62Q: 3 clusters Score -1179911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1179915.500000 Penalty: 4636.225586
	Iteration 63Q: 3 clusters Score -1179916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1179915.125000 Penalty: 4636.225586
	Iteration 64Q: 3 clusters Score -1179915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1179915.500000 Penalty: 4636.225586
	Iteration 65Q: 3 clusters Score -1179916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1179918.375000 Penalty: 4636.225586
	Iteration 66Q: 3 clusters Score -1179918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1179916.625000 Penalty: 4636.225586
	Iteration 67Q: 3 clusters Score -1179917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1179917.250000 Penalty: 4636.225586
	Iteration 68Q: 3 clusters Score -1179917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1179919.375000 Penalty: 4636.225586
	Iteration 69Q: 3 clusters Score -1179919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1179919.750000 Penalty: 4636.225586
	Iteration 70Q: 3 clusters Score -1179920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1179919.875000 Penalty: 4636.225586
	Iteration 71Q: 3 clusters Score -1179920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1179920.125000 Penalty: 4636.225586
	Iteration 72Q: 3 clusters Score -1179920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1179920.750000 Penalty: 4636.225586
	Iteration 73Q: 3 clusters Score -1179921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1179921.125000 Penalty: 4636.225586
	Iteration 74Q: 3 clusters Score -1179921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1179923.125000 Penalty: 4636.225586
	Iteration 75Q: 3 clusters Score -1179923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1179920.375000 Penalty: 4636.225586
	Iteration 76Q: 3 clusters Score -1179920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1179919.500000 Penalty: 4636.225586
	Iteration 77Q: 3 clusters Score -1179920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1179921.875000 Penalty: 4636.225586
	Iteration 78Q: 3 clusters Score -1179922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1179921.125000 Penalty: 4636.225586
	Iteration 79Q: 3 clusters Score -1179921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1179925.250000 Penalty: 4636.225586
	Iteration 80F: 3 clusters Score -1179925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1179925.500000 Penalty: 4636.225586
	Iteration 81Q: 3 clusters Score -1179926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1179925.250000 Penalty: 4636.225586
	Iteration 82Q: 3 clusters Score -1179925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1179926.500000 Penalty: 4636.225586
	Iteration 83Q: 3 clusters Score -1179926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1179927.375000 Penalty: 4636.225586
	Iteration 84Q: 3 clusters Score -1179927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1179927.750000 Penalty: 4636.225586
	Iteration 85Q: 3 clusters Score -1179928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1179927.625000 Penalty: 4636.225586
	Iteration 86Q: 3 clusters Score -1179928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1179928.625000 Penalty: 4636.225586
	Iteration 87Q: 3 clusters Score -1179929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1179929.000000 Penalty: 4636.225586
	Iteration 88Q: 3 clusters Score -1179929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1179929.875000 Penalty: 4636.225586
	Iteration 89Q: 3 clusters Score -1179930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1179930.125000 Penalty: 4636.225586
	Iteration 90Q: 3 clusters Score -1179930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1179929.375000 Penalty: 4636.225586
	Iteration 91Q: 3 clusters Score -1179929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1179930.125000 Penalty: 4636.225586
	Iteration 92Q: 3 clusters Score -1179930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1179932.000000 Penalty: 4636.225586
	Iteration 93Q: 3 clusters Score -1179932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1179931.375000 Penalty: 4636.225586
	Iteration 94Q: 3 clusters Score -1179931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1179931.375000 Penalty: 4636.225586
	Iteration 95F: 3 clusters Score -1179931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -515910.531250 Penalty: 2126.714600
	Iteration 0F: 2 clusters Score -515910.5 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 2659 members 
Entering Unmasked Estep 
Score: -511184.093750 Penalty: 4253.429199
	Iteration 0F: 3 clusters Score -511184.1 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -512324.187500 Penalty: 4253.429199
	Iteration 1F: 3 clusters Score -512324.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -512528.625000 Penalty: 4253.429199
	Iteration 2F: 3 clusters Score -512528.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -512671.031250 Penalty: 4253.429199
	Iteration 3F: 3 clusters Score -512671 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -512755.187500 Penalty: 4253.429199
	Iteration 4Q: 3 clusters Score -512755.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -512821.093750 Penalty: 4253.429199
	Iteration 5Q: 3 clusters Score -512821.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -512875.500000 Penalty: 4253.429199
	Iteration 6Q: 3 clusters Score -512875.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -512923.281250 Penalty: 4253.429199
	Iteration 7Q: 3 clusters Score -512923.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -512958.687500 Penalty: 4253.429199
	Iteration 8Q: 3 clusters Score -512958.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -512997.843750 Penalty: 4253.429199
	Iteration 9Q: 3 clusters Score -512997.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -513034.250000 Penalty: 4253.429199
	Iteration 10Q: 3 clusters Score -513034.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -513060.375000 Penalty: 4253.429199
	Iteration 11Q: 3 clusters Score -513060.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -513082.843750 Penalty: 4253.429199
	Iteration 12Q: 3 clusters Score -513082.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -513098.812500 Penalty: 4253.429199
	Iteration 13Q: 3 clusters Score -513098.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -513113.968750 Penalty: 4253.429199
	Iteration 14Q: 3 clusters Score -513114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -513124.968750 Penalty: 4253.429199
	Iteration 15Q: 3 clusters Score -513125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -513137.031250 Penalty: 4253.429199
	Iteration 16Q: 3 clusters Score -513137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -513148.718750 Penalty: 4253.429199
	Iteration 17Q: 3 clusters Score -513148.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -513155.562500 Penalty: 4253.429199
	Iteration 18Q: 3 clusters Score -513155.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -513162.718750 Penalty: 4253.429199
	Iteration 19Q: 3 clusters Score -513162.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -513170.031250 Penalty: 4253.429199
	Iteration 20F: 3 clusters Score -513170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -513176.906250 Penalty: 4253.429199
	Iteration 21Q: 3 clusters Score -513176.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -513182.875000 Penalty: 4253.429199
	Iteration 22Q: 3 clusters Score -513182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -513186.593750 Penalty: 4253.429199
	Iteration 23Q: 3 clusters Score -513186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -513191.125000 Penalty: 4253.429199
	Iteration 24Q: 3 clusters Score -513191.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -513194.875000 Penalty: 4253.429199
	Iteration 25Q: 3 clusters Score -513194.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -513196.718750 Penalty: 4253.429199
	Iteration 26Q: 3 clusters Score -513196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -513198.093750 Penalty: 4253.429199
	Iteration 27Q: 3 clusters Score -513198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -513201.968750 Penalty: 4253.429199
	Iteration 28Q: 3 clusters Score -513202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -513203.937500 Penalty: 4253.429199
	Iteration 29Q: 3 clusters Score -513203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -513206.968750 Penalty: 4253.429199
	Iteration 30Q: 3 clusters Score -513207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -513208.468750 Penalty: 4253.429199
	Iteration 31Q: 3 clusters Score -513208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -513209.406250 Penalty: 4253.429199
	Iteration 32Q: 3 clusters Score -513209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -513210.843750 Penalty: 4253.429199
	Iteration 33Q: 3 clusters Score -513210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -513211.875000 Penalty: 4253.429199
	Iteration 34Q: 3 clusters Score -513211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -513212.718750 Penalty: 4253.429199
	Iteration 35Q: 3 clusters Score -513212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -513214.656250 Penalty: 4253.429199
	Iteration 36Q: 3 clusters Score -513214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -513214.062500 Penalty: 4253.429199
	Iteration 37Q: 3 clusters Score -513214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -513214.000000 Penalty: 4253.429199
	Iteration 38Q: 3 clusters Score -513214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -513214.562500 Penalty: 4253.429199
	Iteration 39Q: 3 clusters Score -513214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -513214.531250 Penalty: 4253.429199
	Iteration 40F: 3 clusters Score -513214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -564261.250000 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -564261.2 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 3347 members 
Entering Unmasked Estep 
Score: -558824.812500 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -558824.8 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -560444.250000 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -560444.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -560877.687500 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -560877.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -561261.687500 Penalty: 4357.020508
	Iteration 3F: 3 clusters Score -561261.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -561594.125000 Penalty: 4357.020508
	Iteration 4F: 3 clusters Score -561594.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -561832.937500 Penalty: 4357.020508
	Iteration 5F: 3 clusters Score -561832.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -562036.625000 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -562036.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -562197.812500 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -562197.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -562335.937500 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -562335.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -562427.000000 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -562427 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -562495.687500 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -562495.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -562538.312500 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -562538.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -562578.312500 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -562578.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -562610.375000 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -562610.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -562633.562500 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -562633.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -562651.250000 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -562651.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -562669.437500 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -562669.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -562684.750000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -562684.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -562704.000000 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -562704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -562731.875000 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -562731.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -562758.062500 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -562758.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -562788.750000 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -562788.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -562820.062500 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -562820.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -562853.500000 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -562853.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -562877.500000 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -562877.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -562903.937500 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -562903.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -562931.562500 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -562931.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -562963.625000 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -562963.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -563000.062500 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -563000.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -563031.875000 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -563031.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -563066.625000 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -563066.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -563095.562500 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -563095.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -563121.500000 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -563121.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -563137.375000 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -563137.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -563150.000000 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -563150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -563160.312500 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -563160.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -563172.937500 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -563172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -563176.562500 Penalty: 4357.020508
	Iteration 37Q: 3 clusters Score -563176.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -563181.750000 Penalty: 4357.020508
	Iteration 38Q: 3 clusters Score -563181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -563188.687500 Penalty: 4357.020508
	Iteration 39Q: 3 clusters Score -563188.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -563191.562500 Penalty: 4357.020508
	Iteration 40F: 3 clusters Score -563191.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -563197.312500 Penalty: 4357.020508
	Iteration 41Q: 3 clusters Score -563197.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -563200.000000 Penalty: 4357.020508
	Iteration 42Q: 3 clusters Score -563200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -563200.375000 Penalty: 4357.020508
	Iteration 43Q: 3 clusters Score -563200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -563203.562500 Penalty: 4357.020508
	Iteration 44Q: 3 clusters Score -563203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -563206.875000 Penalty: 4357.020508
	Iteration 45Q: 3 clusters Score -563206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -563207.187500 Penalty: 4357.020508
	Iteration 46Q: 3 clusters Score -563207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -563208.687500 Penalty: 4357.020508
	Iteration 47Q: 3 clusters Score -563208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -563210.125000 Penalty: 4357.020508
	Iteration 48Q: 3 clusters Score -563210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -563210.750000 Penalty: 4357.020508
	Iteration 49Q: 3 clusters Score -563210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -563211.000000 Penalty: 4357.020508
	Iteration 50Q: 3 clusters Score -563211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -563210.250000 Penalty: 4357.020508
	Iteration 51Q: 3 clusters Score -563210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -563212.000000 Penalty: 4357.020508
	Iteration 52Q: 3 clusters Score -563212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -563212.687500 Penalty: 4357.020508
	Iteration 53Q: 3 clusters Score -563212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -563213.750000 Penalty: 4357.020508
	Iteration 54Q: 3 clusters Score -563213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -563214.750000 Penalty: 4357.020508
	Iteration 55Q: 3 clusters Score -563214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -563214.437500 Penalty: 4357.020508
	Iteration 56Q: 3 clusters Score -563214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -563214.500000 Penalty: 4357.020508
	Iteration 57Q: 3 clusters Score -563214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -563214.500000 Penalty: 4357.020508
	Iteration 58F: 3 clusters Score -563214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -903817.375000 Penalty: 2250.225342
	Iteration 0F: 2 clusters Score -903817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -897010.000000 Penalty: 4500.450684
	Iteration 0F: 3 clusters Score -897010 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -898981.000000 Penalty: 4500.450684
	Iteration 1F: 3 clusters Score -898981 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -899319.062500 Penalty: 4500.450684
	Iteration 2F: 3 clusters Score -899319.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -899526.875000 Penalty: 4500.450684
	Iteration 3F: 3 clusters Score -899526.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -899694.062500 Penalty: 4500.450684
	Iteration 4Q: 3 clusters Score -899694.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -899845.250000 Penalty: 4500.450684
	Iteration 5Q: 3 clusters Score -899845.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -899990.937500 Penalty: 4500.450684
	Iteration 6Q: 3 clusters Score -899990.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -900135.625000 Penalty: 4500.450684
	Iteration 7Q: 3 clusters Score -900135.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -900283.125000 Penalty: 4500.450684
	Iteration 8Q: 3 clusters Score -900283.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -900448.000000 Penalty: 4500.450684
	Iteration 9Q: 3 clusters Score -900448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -900602.687500 Penalty: 4500.450684
	Iteration 10Q: 3 clusters Score -900602.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -900761.062500 Penalty: 4500.450684
	Iteration 11Q: 3 clusters Score -900761.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -900908.187500 Penalty: 4500.450684
	Iteration 12Q: 3 clusters Score -900908.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -901068.687500 Penalty: 4500.450684
	Iteration 13Q: 3 clusters Score -901068.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -901231.312500 Penalty: 4500.450684
	Iteration 14Q: 3 clusters Score -901231.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -901373.750000 Penalty: 4500.450684
	Iteration 15Q: 3 clusters Score -901373.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -901512.000000 Penalty: 4500.450684
	Iteration 16Q: 3 clusters Score -901512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -901619.312500 Penalty: 4500.450684
	Iteration 17Q: 3 clusters Score -901619.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -901706.562500 Penalty: 4500.450684
	Iteration 18Q: 3 clusters Score -901706.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -901772.375000 Penalty: 4500.450684
	Iteration 19Q: 3 clusters Score -901772.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -901833.000000 Penalty: 4500.450684
	Iteration 20F: 3 clusters Score -901833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -901875.812500 Penalty: 4500.450684
	Iteration 21Q: 3 clusters Score -901875.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -901909.875000 Penalty: 4500.450684
	Iteration 22Q: 3 clusters Score -901909.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -901934.250000 Penalty: 4500.450684
	Iteration 23Q: 3 clusters Score -901934.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -901954.812500 Penalty: 4500.450684
	Iteration 24Q: 3 clusters Score -901954.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -901961.375000 Penalty: 4500.450684
	Iteration 25Q: 3 clusters Score -901961.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -901964.062500 Penalty: 4500.450684
	Iteration 26Q: 3 clusters Score -901964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -901966.937500 Penalty: 4500.450684
	Iteration 27Q: 3 clusters Score -901966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -901969.062500 Penalty: 4500.450684
	Iteration 28Q: 3 clusters Score -901969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -901969.437500 Penalty: 4500.450684
	Iteration 29Q: 3 clusters Score -901969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -901970.812500 Penalty: 4500.450684
	Iteration 30Q: 3 clusters Score -901970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -901972.625000 Penalty: 4500.450684
	Iteration 31Q: 3 clusters Score -901972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -901975.875000 Penalty: 4500.450684
	Iteration 32Q: 3 clusters Score -901975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -901978.812500 Penalty: 4500.450684
	Iteration 33Q: 3 clusters Score -901978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -901980.062500 Penalty: 4500.450684
	Iteration 34Q: 3 clusters Score -901980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -901978.312500 Penalty: 4500.450684
	Iteration 35Q: 3 clusters Score -901978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -901981.125000 Penalty: 4500.450684
	Iteration 36Q: 3 clusters Score -901981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -901982.812500 Penalty: 4500.450684
	Iteration 37Q: 3 clusters Score -901982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -901979.875000 Penalty: 4500.450684
	Iteration 38Q: 3 clusters Score -901979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -901981.937500 Penalty: 4500.450684
	Iteration 39Q: 3 clusters Score -901981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -901981.062500 Penalty: 4500.450684
	Iteration 40F: 3 clusters Score -901981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -901981.875000 Penalty: 4500.450684
	Iteration 41Q: 3 clusters Score -901981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -901980.125000 Penalty: 4500.450684
	Iteration 42Q: 3 clusters Score -901980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -901982.062500 Penalty: 4500.450684
	Iteration 43Q: 3 clusters Score -901982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -901982.875000 Penalty: 4500.450684
	Iteration 44Q: 3 clusters Score -901982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -901982.875000 Penalty: 4500.450684
	Iteration 45F: 3 clusters Score -901982.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Entering Unmasked Estep 
Score: -700050.875000 Penalty: 2198.141602
	Iteration 0F: 2 clusters Score -700050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -694298.500000 Penalty: 4396.283203
	Iteration 0F: 3 clusters Score -694298.5 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -696009.500000 Penalty: 4396.283203
	Iteration 1F: 3 clusters Score -696009.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -696494.437500 Penalty: 4396.283203
	Iteration 2F: 3 clusters Score -696494.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -696933.125000 Penalty: 4396.283203
	Iteration 3F: 3 clusters Score -696933.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -697297.875000 Penalty: 4396.283203
	Iteration 4F: 3 clusters Score -697297.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -697635.687500 Penalty: 4396.283203
	Iteration 5F: 3 clusters Score -697635.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -697962.750000 Penalty: 4396.283203
	Iteration 6F: 3 clusters Score -697962.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -698257.625000 Penalty: 4396.283203
	Iteration 7Q: 3 clusters Score -698257.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -698511.812500 Penalty: 4396.283203
	Iteration 8Q: 3 clusters Score -698511.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -698759.937500 Penalty: 4396.283203
	Iteration 9Q: 3 clusters Score -698759.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -699010.750000 Penalty: 4396.283203
	Iteration 10Q: 3 clusters Score -699010.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -699271.000000 Penalty: 4396.283203
	Iteration 11Q: 3 clusters Score -699271 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -699536.312500 Penalty: 4396.283203
	Iteration 12Q: 3 clusters Score -699536.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -699737.812500 Penalty: 4396.283203
	Iteration 13Q: 3 clusters Score -699737.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -699841.687500 Penalty: 4396.283203
	Iteration 14Q: 3 clusters Score -699841.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -699884.625000 Penalty: 4396.283203
	Iteration 15Q: 3 clusters Score -699884.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -699921.437500 Penalty: 4396.283203
	Iteration 16Q: 3 clusters Score -699921.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -699943.750000 Penalty: 4396.283203
	Iteration 17Q: 3 clusters Score -699943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -699957.000000 Penalty: 4396.283203
	Iteration 18Q: 3 clusters Score -699957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -699962.062500 Penalty: 4396.283203
	Iteration 19Q: 3 clusters Score -699962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -699964.562500 Penalty: 4396.283203
	Iteration 20F: 3 clusters Score -699964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -699968.500000 Penalty: 4396.283203
	Iteration 21Q: 3 clusters Score -699968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -699969.875000 Penalty: 4396.283203
	Iteration 22Q: 3 clusters Score -699969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -699971.125000 Penalty: 4396.283203
	Iteration 23Q: 3 clusters Score -699971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -699974.937500 Penalty: 4396.283203
	Iteration 24Q: 3 clusters Score -699974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -699979.375000 Penalty: 4396.283203
	Iteration 25Q: 3 clusters Score -699979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -699980.375000 Penalty: 4396.283203
	Iteration 26Q: 3 clusters Score -699980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -699981.187500 Penalty: 4396.283203
	Iteration 27Q: 3 clusters Score -699981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -699982.250000 Penalty: 4396.283203
	Iteration 28Q: 3 clusters Score -699982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -699982.250000 Penalty: 4396.283203
	Iteration 29F: 3 clusters Score -699982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Entering Unmasked Estep 
Score: -1095269.500000 Penalty: 2310.581299
	Iteration 0F: 2 clusters Score -1095270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1086948.250000 Penalty: 4621.162598
	Iteration 0F: 3 clusters Score -1086948 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1089506.750000 Penalty: 4621.162598
	Iteration 1F: 3 clusters Score -1089507 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1089964.125000 Penalty: 4621.162598
	Iteration 2F: 3 clusters Score -1089964 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1090349.125000 Penalty: 4621.162598
	Iteration 3F: 3 clusters Score -1090349 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1090691.750000 Penalty: 4621.162598
	Iteration 4F: 3 clusters Score -1090692 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1091030.000000 Penalty: 4621.162598
	Iteration 5F: 3 clusters Score -1091030 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1091366.250000 Penalty: 4621.162598
	Iteration 6Q: 3 clusters Score -1091366 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1091717.875000 Penalty: 4621.162598
	Iteration 7Q: 3 clusters Score -1091718 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1092029.375000 Penalty: 4621.162598
	Iteration 8Q: 3 clusters Score -1092029 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1092336.750000 Penalty: 4621.162598
	Iteration 9Q: 3 clusters Score -1092337 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1092615.125000 Penalty: 4621.162598
	Iteration 10Q: 3 clusters Score -1092615 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1092872.000000 Penalty: 4621.162598
	Iteration 11Q: 3 clusters Score -1092872 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1093079.875000 Penalty: 4621.162598
	Iteration 12Q: 3 clusters Score -1093080 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1093262.000000 Penalty: 4621.162598
	Iteration 13Q: 3 clusters Score -1093262 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1093424.000000 Penalty: 4621.162598
	Iteration 14Q: 3 clusters Score -1093424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1093561.500000 Penalty: 4621.162598
	Iteration 15Q: 3 clusters Score -1093562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1093660.375000 Penalty: 4621.162598
	Iteration 16Q: 3 clusters Score -1093660 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1093738.250000 Penalty: 4621.162598
	Iteration 17Q: 3 clusters Score -1093738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1093792.000000 Penalty: 4621.162598
	Iteration 18Q: 3 clusters Score -1093792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1093839.250000 Penalty: 4621.162598
	Iteration 19Q: 3 clusters Score -1093839 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1093885.500000 Penalty: 4621.162598
	Iteration 20F: 3 clusters Score -1093886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1093918.250000 Penalty: 4621.162598
	Iteration 21Q: 3 clusters Score -1093918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1093946.750000 Penalty: 4621.162598
	Iteration 22Q: 3 clusters Score -1093947 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1093975.750000 Penalty: 4621.162598
	Iteration 23Q: 3 clusters Score -1093976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1094004.625000 Penalty: 4621.162598
	Iteration 24Q: 3 clusters Score -1094005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1094036.750000 Penalty: 4621.162598
	Iteration 25Q: 3 clusters Score -1094037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1094065.625000 Penalty: 4621.162598
	Iteration 26Q: 3 clusters Score -1094066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1094080.750000 Penalty: 4621.162598
	Iteration 27Q: 3 clusters Score -1094081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1094094.625000 Penalty: 4621.162598
	Iteration 28Q: 3 clusters Score -1094095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1094112.375000 Penalty: 4621.162598
	Iteration 29Q: 3 clusters Score -1094112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1094131.500000 Penalty: 4621.162598
	Iteration 30Q: 3 clusters Score -1094132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1094143.375000 Penalty: 4621.162598
	Iteration 31Q: 3 clusters Score -1094143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1094160.875000 Penalty: 4621.162598
	Iteration 32Q: 3 clusters Score -1094161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1094178.250000 Penalty: 4621.162598
	Iteration 33Q: 3 clusters Score -1094178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1094190.125000 Penalty: 4621.162598
	Iteration 34Q: 3 clusters Score -1094190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1094203.250000 Penalty: 4621.162598
	Iteration 35Q: 3 clusters Score -1094203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1094210.000000 Penalty: 4621.162598
	Iteration 36Q: 3 clusters Score -1094210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1094217.000000 Penalty: 4621.162598
	Iteration 37Q: 3 clusters Score -1094217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1094226.500000 Penalty: 4621.162598
	Iteration 38Q: 3 clusters Score -1094226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1094234.750000 Penalty: 4621.162598
	Iteration 39Q: 3 clusters Score -1094235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1094233.375000 Penalty: 4621.162598
	Iteration 40F: 3 clusters Score -1094233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1094235.500000 Penalty: 4621.162598
	Iteration 41Q: 3 clusters Score -1094236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1094238.125000 Penalty: 4621.162598
	Iteration 42Q: 3 clusters Score -1094238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1094238.750000 Penalty: 4621.162598
	Iteration 43Q: 3 clusters Score -1094239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1094239.125000 Penalty: 4621.162598
	Iteration 44Q: 3 clusters Score -1094239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1094244.125000 Penalty: 4621.162598
	Iteration 45Q: 3 clusters Score -1094244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1094248.500000 Penalty: 4621.162598
	Iteration 46Q: 3 clusters Score -1094248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1094251.875000 Penalty: 4621.162598
	Iteration 47Q: 3 clusters Score -1094252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1094256.750000 Penalty: 4621.162598
	Iteration 48Q: 3 clusters Score -1094257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1094261.125000 Penalty: 4621.162598
	Iteration 49Q: 3 clusters Score -1094261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1094263.625000 Penalty: 4621.162598
	Iteration 50Q: 3 clusters Score -1094264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1094264.000000 Penalty: 4621.162598
	Iteration 51Q: 3 clusters Score -1094264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1094267.500000 Penalty: 4621.162598
	Iteration 52Q: 3 clusters Score -1094268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1094270.250000 Penalty: 4621.162598
	Iteration 53Q: 3 clusters Score -1094270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1094274.000000 Penalty: 4621.162598
	Iteration 54Q: 3 clusters Score -1094274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1094272.375000 Penalty: 4621.162598
	Iteration 55Q: 3 clusters Score -1094272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1094274.250000 Penalty: 4621.162598
	Iteration 56Q: 3 clusters Score -1094274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1094274.750000 Penalty: 4621.162598
	Iteration 57Q: 3 clusters Score -1094275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1094276.125000 Penalty: 4621.162598
	Iteration 58Q: 3 clusters Score -1094276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1094277.375000 Penalty: 4621.162598
	Iteration 59Q: 3 clusters Score -1094277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1094278.625000 Penalty: 4621.162598
	Iteration 60F: 3 clusters Score -1094279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1094279.000000 Penalty: 4621.162598
	Iteration 61Q: 3 clusters Score -1094279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1094279.750000 Penalty: 4621.162598
	Iteration 62Q: 3 clusters Score -1094280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1094281.250000 Penalty: 4621.162598
	Iteration 63Q: 3 clusters Score -1094281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1094283.000000 Penalty: 4621.162598
	Iteration 64Q: 3 clusters Score -1094283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1094284.125000 Penalty: 4621.162598
	Iteration 65Q: 3 clusters Score -1094284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1094283.875000 Penalty: 4621.162598
	Iteration 66Q: 3 clusters Score -1094284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1094285.500000 Penalty: 4621.162598
	Iteration 67Q: 3 clusters Score -1094286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1094289.000000 Penalty: 4621.162598
	Iteration 68Q: 3 clusters Score -1094289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1094289.750000 Penalty: 4621.162598
	Iteration 69Q: 3 clusters Score -1094290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1094291.250000 Penalty: 4621.162598
	Iteration 70Q: 3 clusters Score -1094291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1094294.125000 Penalty: 4621.162598
	Iteration 71Q: 3 clusters Score -1094294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1094292.500000 Penalty: 4621.162598
	Iteration 72Q: 3 clusters Score -1094292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1094292.500000 Penalty: 4621.162598
	Iteration 73F: 3 clusters Score -1094292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -688992.375000 Penalty: 2233.310059
	Iteration 0F: 2 clusters Score -688992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -682537.000000 Penalty: 4466.620117
	Iteration 0F: 3 clusters Score -682537 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -684567.750000 Penalty: 4466.620117
	Iteration 1F: 3 clusters Score -684567.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -685078.062500 Penalty: 4466.620117
	Iteration 2F: 3 clusters Score -685078.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -685500.500000 Penalty: 4466.620117
	Iteration 3F: 3 clusters Score -685500.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -685928.875000 Penalty: 4466.620117
	Iteration 4F: 3 clusters Score -685928.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -686304.437500 Penalty: 4466.620117
	Iteration 5F: 3 clusters Score -686304.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -686699.062500 Penalty: 4466.620117
	Iteration 6F: 3 clusters Score -686699.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -687082.875000 Penalty: 4466.620117
	Iteration 7F: 3 clusters Score -687082.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -687366.000000 Penalty: 4466.620117
	Iteration 8Q: 3 clusters Score -687366 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -687551.937500 Penalty: 4466.620117
	Iteration 9Q: 3 clusters Score -687551.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -687650.187500 Penalty: 4466.620117
	Iteration 10Q: 3 clusters Score -687650.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -687702.500000 Penalty: 4466.620117
	Iteration 11Q: 3 clusters Score -687702.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -687743.000000 Penalty: 4466.620117
	Iteration 12Q: 3 clusters Score -687743 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -687769.500000 Penalty: 4466.620117
	Iteration 13Q: 3 clusters Score -687769.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -687795.750000 Penalty: 4466.620117
	Iteration 14Q: 3 clusters Score -687795.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -687807.687500 Penalty: 4466.620117
	Iteration 15Q: 3 clusters Score -687807.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -687813.687500 Penalty: 4466.620117
	Iteration 16Q: 3 clusters Score -687813.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -687819.000000 Penalty: 4466.620117
	Iteration 17Q: 3 clusters Score -687819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -687821.187500 Penalty: 4466.620117
	Iteration 18Q: 3 clusters Score -687821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -687826.187500 Penalty: 4466.620117
	Iteration 19Q: 3 clusters Score -687826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -687828.312500 Penalty: 4466.620117
	Iteration 20F: 3 clusters Score -687828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -687830.812500 Penalty: 4466.620117
	Iteration 21Q: 3 clusters Score -687830.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -687833.562500 Penalty: 4466.620117
	Iteration 22Q: 3 clusters Score -687833.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -687837.000000 Penalty: 4466.620117
	Iteration 23Q: 3 clusters Score -687837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -687841.250000 Penalty: 4466.620117
	Iteration 24Q: 3 clusters Score -687841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -687843.687500 Penalty: 4466.620117
	Iteration 25Q: 3 clusters Score -687843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -687843.437500 Penalty: 4466.620117
	Iteration 26Q: 3 clusters Score -687843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -687844.062500 Penalty: 4466.620117
	Iteration 27Q: 3 clusters Score -687844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -687845.000000 Penalty: 4466.620117
	Iteration 28Q: 3 clusters Score -687845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -687843.562500 Penalty: 4466.620117
	Iteration 29Q: 3 clusters Score -687843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -687843.812500 Penalty: 4466.620117
	Iteration 30Q: 3 clusters Score -687843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -687845.625000 Penalty: 4466.620117
	Iteration 31Q: 3 clusters Score -687845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -687846.500000 Penalty: 4466.620117
	Iteration 32Q: 3 clusters Score -687846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -687845.750000 Penalty: 4466.620117
	Iteration 33Q: 3 clusters Score -687845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -687844.250000 Penalty: 4466.620117
	Iteration 34Q: 3 clusters Score -687844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -687845.625000 Penalty: 4466.620117
	Iteration 35Q: 3 clusters Score -687845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -687847.562500 Penalty: 4466.620117
	Iteration 36Q: 3 clusters Score -687847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -687849.437500 Penalty: 4466.620117
	Iteration 37Q: 3 clusters Score -687849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -687850.937500 Penalty: 4466.620117
	Iteration 38Q: 3 clusters Score -687850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -687849.812500 Penalty: 4466.620117
	Iteration 39Q: 3 clusters Score -687849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -687851.937500 Penalty: 4466.620117
	Iteration 40F: 3 clusters Score -687851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -687853.062500 Penalty: 4466.620117
	Iteration 41Q: 3 clusters Score -687853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -687853.062500 Penalty: 4466.620117
	Iteration 42F: 3 clusters Score -687853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -238964.781250 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -238964.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -236081.343750 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -236081.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -236625.640625 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -236625.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -236735.515625 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -236735.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -236808.328125 Penalty: 3864.595459
	Iteration 3Q: 3 clusters Score -236808.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -236860.859375 Penalty: 3864.595459
	Iteration 4Q: 3 clusters Score -236860.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -236903.562500 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -236903.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236938.468750 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -236938.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236988.296875 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -236988.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -237035.093750 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -237035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -237082.859375 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -237082.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -237148.406250 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -237148.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -237252.984375 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -237253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -237417.484375 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -237417.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -237747.484375 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -237747.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -238094.421875 Penalty: 3864.595459
	Iteration 14F: 3 clusters Score -238094.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -238273.031250 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -238273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -238375.546875 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -238375.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -238463.062500 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -238463.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -238560.015625 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -238560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -238652.906250 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -238652.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -238727.250000 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -238727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -238755.828125 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -238755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -238768.750000 Penalty: 3864.595459
	Iteration 22Q: 3 clusters Score -238768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -238770.343750 Penalty: 3864.595459
	Iteration 23Q: 3 clusters Score -238770.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -238770.343750 Penalty: 3864.595459
	Iteration 24F: 3 clusters Score -238770.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -288759.531250 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -288759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -285395.125000 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -285395.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -286074.031250 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -286074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286262.250000 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -286262.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -286390.156250 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -286390.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -286498.531250 Penalty: 3980.006836
	Iteration 4Q: 3 clusters Score -286498.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -286582.562500 Penalty: 3980.006836
	Iteration 5Q: 3 clusters Score -286582.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -286666.718750 Penalty: 3980.006836
	Iteration 6Q: 3 clusters Score -286666.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -286744.718750 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -286744.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -286838.468750 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -286838.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -286926.750000 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -286926.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -287019.406250 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -287019.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -287088.718750 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -287088.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -287150.531250 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -287150.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -287208.218750 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -287208.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -287237.906250 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -287237.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -287266.562500 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -287266.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -287287.312500 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -287287.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -287304.406250 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -287304.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -287310.968750 Penalty: 3980.006836
	Iteration 18Q: 3 clusters Score -287311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -287319.031250 Penalty: 3980.006836
	Iteration 19Q: 3 clusters Score -287319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -287324.593750 Penalty: 3980.006836
	Iteration 20F: 3 clusters Score -287324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -287333.156250 Penalty: 3980.006836
	Iteration 21Q: 3 clusters Score -287333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -287337.281250 Penalty: 3980.006836
	Iteration 22Q: 3 clusters Score -287337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -287343.156250 Penalty: 3980.006836
	Iteration 23Q: 3 clusters Score -287343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -287348.000000 Penalty: 3980.006836
	Iteration 24Q: 3 clusters Score -287348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -287352.250000 Penalty: 3980.006836
	Iteration 25Q: 3 clusters Score -287352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -287354.531250 Penalty: 3980.006836
	Iteration 26Q: 3 clusters Score -287354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -287355.187500 Penalty: 3980.006836
	Iteration 27Q: 3 clusters Score -287355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -287355.968750 Penalty: 3980.006836
	Iteration 28Q: 3 clusters Score -287356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -287356.968750 Penalty: 3980.006836
	Iteration 29Q: 3 clusters Score -287357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -287357.781250 Penalty: 3980.006836
	Iteration 30Q: 3 clusters Score -287357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -287358.187500 Penalty: 3980.006836
	Iteration 31Q: 3 clusters Score -287358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -287358.562500 Penalty: 3980.006836
	Iteration 32Q: 3 clusters Score -287358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -287359.281250 Penalty: 3980.006836
	Iteration 33Q: 3 clusters Score -287359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -287360.093750 Penalty: 3980.006836
	Iteration 34Q: 3 clusters Score -287360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -287360.093750 Penalty: 3980.006836
	Iteration 35F: 3 clusters Score -287360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -266983.781250 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -266983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -263797.250000 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -263797.2 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -264429.625000 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -264429.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -264616.250000 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -264616.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -264732.531250 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -264732.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -264810.156250 Penalty: 3939.940186
	Iteration 4Q: 3 clusters Score -264810.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264861.750000 Penalty: 3939.940186
	Iteration 5Q: 3 clusters Score -264861.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -264906.468750 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -264906.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -264934.375000 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -264934.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -264958.531250 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -264958.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -264977.593750 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -264977.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264994.375000 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -264994.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -265016.593750 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -265016.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265044.125000 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -265044.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -265068.156250 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -265068.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -265082.093750 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -265082.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -265100.906250 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -265100.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -265126.562500 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -265126.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265155.937500 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -265155.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -265183.625000 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -265183.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -265220.437500 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -265220.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -265258.875000 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -265258.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -265301.281250 Penalty: 3939.940186
	Iteration 21Q: 3 clusters Score -265301.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -265373.250000 Penalty: 3939.940186
	Iteration 22Q: 3 clusters Score -265373.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265449.562500 Penalty: 3939.940186
	Iteration 23Q: 3 clusters Score -265449.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -265514.718750 Penalty: 3939.940186
	Iteration 24Q: 3 clusters Score -265514.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -265596.218750 Penalty: 3939.940186
	Iteration 25Q: 3 clusters Score -265596.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -265699.218750 Penalty: 3939.940186
	Iteration 26Q: 3 clusters Score -265699.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265780.093750 Penalty: 3939.940186
	Iteration 27Q: 3 clusters Score -265780.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -265851.187500 Penalty: 3939.940186
	Iteration 28Q: 3 clusters Score -265851.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265893.468750 Penalty: 3939.940186
	Iteration 29Q: 3 clusters Score -265893.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -265908.500000 Penalty: 3939.940186
	Iteration 30Q: 3 clusters Score -265908.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265920.312500 Penalty: 3939.940186
	Iteration 31Q: 3 clusters Score -265920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265933.375000 Penalty: 3939.940186
	Iteration 32Q: 3 clusters Score -265933.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -265948.812500 Penalty: 3939.940186
	Iteration 33Q: 3 clusters Score -265948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265959.187500 Penalty: 3939.940186
	Iteration 34Q: 3 clusters Score -265959.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -265971.156250 Penalty: 3939.940186
	Iteration 35Q: 3 clusters Score -265971.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -265977.468750 Penalty: 3939.940186
	Iteration 36Q: 3 clusters Score -265977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -265982.031250 Penalty: 3939.940186
	Iteration 37Q: 3 clusters Score -265982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -265985.000000 Penalty: 3939.940186
	Iteration 38Q: 3 clusters Score -265985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -265985.625000 Penalty: 3939.940186
	Iteration 39Q: 3 clusters Score -265985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -265990.062500 Penalty: 3939.940186
	Iteration 40F: 3 clusters Score -265990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -265995.156250 Penalty: 3939.940186
	Iteration 41Q: 3 clusters Score -265995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -265999.906250 Penalty: 3939.940186
	Iteration 42Q: 3 clusters Score -265999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -266002.000000 Penalty: 3939.940186
	Iteration 43Q: 3 clusters Score -266002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -266005.218750 Penalty: 3939.940186
	Iteration 44Q: 3 clusters Score -266005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -266008.687500 Penalty: 3939.940186
	Iteration 45Q: 3 clusters Score -266008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -266011.531250 Penalty: 3939.940186
	Iteration 46Q: 3 clusters Score -266011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266013.500000 Penalty: 3939.940186
	Iteration 47Q: 3 clusters Score -266013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -266017.031250 Penalty: 3939.940186
	Iteration 48Q: 3 clusters Score -266017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266018.000000 Penalty: 3939.940186
	Iteration 49Q: 3 clusters Score -266018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266019.093750 Penalty: 3939.940186
	Iteration 50Q: 3 clusters Score -266019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -266019.750000 Penalty: 3939.940186
	Iteration 51Q: 3 clusters Score -266019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -266022.281250 Penalty: 3939.940186
	Iteration 52Q: 3 clusters Score -266022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266025.093750 Penalty: 3939.940186
	Iteration 53Q: 3 clusters Score -266025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266026.000000 Penalty: 3939.940186
	Iteration 54Q: 3 clusters Score -266026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266027.000000 Penalty: 3939.940186
	Iteration 55Q: 3 clusters Score -266027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -266029.375000 Penalty: 3939.940186
	Iteration 56Q: 3 clusters Score -266029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -266029.375000 Penalty: 3939.940186
	Iteration 57F: 3 clusters Score -266029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -280837.375000 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -280837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277739.250000 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -277739.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -278364.750000 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -278364.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -278534.718750 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -278534.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -278636.781250 Penalty: 3937.468994
	Iteration 3F: 3 clusters Score -278636.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -278699.718750 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -278699.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -278740.281250 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -278740.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -278765.687500 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -278765.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -278781.468750 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -278781.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -278792.031250 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -278792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -278800.062500 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -278800.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -278810.593750 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -278810.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278820.843750 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -278820.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -278830.750000 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -278830.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -278839.218750 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -278839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -278846.031250 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -278846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -278850.343750 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -278850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -278855.812500 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -278855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -278860.031250 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -278860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -278865.500000 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -278865.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -278868.656250 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -278868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -278869.531250 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -278869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -278870.531250 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -278870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278870.625000 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -278870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278870.625000 Penalty: 3937.468994
	Iteration 23F: 3 clusters Score -278870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27547.722656 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -27547.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26322.046875 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -26322.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26559.361328 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -26559.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26658.800781 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -26658.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26798.388672 Penalty: 2899.833740
	Iteration 3F: 3 clusters Score -26798.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26935.462891 Penalty: 2899.833740
	Iteration 4F: 3 clusters Score -26935.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27013.455078 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -27013.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27059.718750 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -27059.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27099.593750 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -27099.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27160.119141 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -27160.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27203.457031 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -27203.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27237.146484 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -27237.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27259.048828 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -27259.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27271.189453 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -27271.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27271.189453 Penalty: 2899.833740
	Iteration 13F: 3 clusters Score -27271.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -376137.843750 Penalty: 2041.974609
	Iteration 0F: 2 clusters Score -376137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -372414.281250 Penalty: 4083.949219
	Iteration 0F: 3 clusters Score -372414.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -373251.468750 Penalty: 4083.949219
	Iteration 1F: 3 clusters Score -373251.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -373443.000000 Penalty: 4083.949219
	Iteration 2F: 3 clusters Score -373443 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -373540.062500 Penalty: 4083.949219
	Iteration 3Q: 3 clusters Score -373540.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -373600.968750 Penalty: 4083.949219
	Iteration 4Q: 3 clusters Score -373601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -373641.125000 Penalty: 4083.949219
	Iteration 5Q: 3 clusters Score -373641.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -373671.406250 Penalty: 4083.949219
	Iteration 6Q: 3 clusters Score -373671.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -373696.375000 Penalty: 4083.949219
	Iteration 7Q: 3 clusters Score -373696.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -373715.968750 Penalty: 4083.949219
	Iteration 8Q: 3 clusters Score -373716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -373727.375000 Penalty: 4083.949219
	Iteration 9Q: 3 clusters Score -373727.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -373736.562500 Penalty: 4083.949219
	Iteration 10Q: 3 clusters Score -373736.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -373745.781250 Penalty: 4083.949219
	Iteration 11Q: 3 clusters Score -373745.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -373756.281250 Penalty: 4083.949219
	Iteration 12Q: 3 clusters Score -373756.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -373769.343750 Penalty: 4083.949219
	Iteration 13Q: 3 clusters Score -373769.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -373782.500000 Penalty: 4083.949219
	Iteration 14Q: 3 clusters Score -373782.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -373792.000000 Penalty: 4083.949219
	Iteration 15Q: 3 clusters Score -373792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -373803.156250 Penalty: 4083.949219
	Iteration 16Q: 3 clusters Score -373803.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -373814.062500 Penalty: 4083.949219
	Iteration 17Q: 3 clusters Score -373814.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -373827.093750 Penalty: 4083.949219
	Iteration 18Q: 3 clusters Score -373827.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -373843.687500 Penalty: 4083.949219
	Iteration 19Q: 3 clusters Score -373843.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -373868.593750 Penalty: 4083.949219
	Iteration 20F: 3 clusters Score -373868.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -373894.843750 Penalty: 4083.949219
	Iteration 21Q: 3 clusters Score -373894.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -373924.937500 Penalty: 4083.949219
	Iteration 22Q: 3 clusters Score -373924.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -373956.406250 Penalty: 4083.949219
	Iteration 23Q: 3 clusters Score -373956.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -373998.250000 Penalty: 4083.949219
	Iteration 24Q: 3 clusters Score -373998.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -374039.281250 Penalty: 4083.949219
	Iteration 25Q: 3 clusters Score -374039.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -374091.218750 Penalty: 4083.949219
	Iteration 26Q: 3 clusters Score -374091.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -374143.875000 Penalty: 4083.949219
	Iteration 27Q: 3 clusters Score -374143.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -374192.312500 Penalty: 4083.949219
	Iteration 28Q: 3 clusters Score -374192.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -374230.812500 Penalty: 4083.949219
	Iteration 29Q: 3 clusters Score -374230.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -374262.156250 Penalty: 4083.949219
	Iteration 30Q: 3 clusters Score -374262.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -374285.062500 Penalty: 4083.949219
	Iteration 31Q: 3 clusters Score -374285.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -374304.906250 Penalty: 4083.949219
	Iteration 32Q: 3 clusters Score -374304.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -374327.093750 Penalty: 4083.949219
	Iteration 33Q: 3 clusters Score -374327.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -374343.156250 Penalty: 4083.949219
	Iteration 34Q: 3 clusters Score -374343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -374353.968750 Penalty: 4083.949219
	Iteration 35Q: 3 clusters Score -374354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -374366.437500 Penalty: 4083.949219
	Iteration 36Q: 3 clusters Score -374366.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -374377.468750 Penalty: 4083.949219
	Iteration 37Q: 3 clusters Score -374377.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -374385.968750 Penalty: 4083.949219
	Iteration 38Q: 3 clusters Score -374386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -374397.468750 Penalty: 4083.949219
	Iteration 39Q: 3 clusters Score -374397.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -374411.656250 Penalty: 4083.949219
	Iteration 40F: 3 clusters Score -374411.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -374422.312500 Penalty: 4083.949219
	Iteration 41Q: 3 clusters Score -374422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -374433.250000 Penalty: 4083.949219
	Iteration 42Q: 3 clusters Score -374433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -374442.062500 Penalty: 4083.949219
	Iteration 43Q: 3 clusters Score -374442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -374447.187500 Penalty: 4083.949219
	Iteration 44Q: 3 clusters Score -374447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -374453.687500 Penalty: 4083.949219
	Iteration 45Q: 3 clusters Score -374453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -374458.187500 Penalty: 4083.949219
	Iteration 46Q: 3 clusters Score -374458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -374458.250000 Penalty: 4083.949219
	Iteration 47Q: 3 clusters Score -374458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -374458.406250 Penalty: 4083.949219
	Iteration 48Q: 3 clusters Score -374458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -374458.406250 Penalty: 4083.949219
	Iteration 49F: 3 clusters Score -374458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -299919.968750 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -299920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -296588.312500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -296588.3 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -297303.375000 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -297303.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -297470.562500 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -297470.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -297578.281250 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -297578.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297647.062500 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -297647.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -297704.156250 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -297704.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -297755.843750 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -297755.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -297803.968750 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -297804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -297851.093750 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -297851.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -297886.125000 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -297886.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -297916.625000 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -297916.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -297948.812500 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -297948.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -297977.875000 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -297977.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -298007.750000 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -298007.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -298034.687500 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -298034.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -298060.781250 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -298060.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -298084.687500 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -298084.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -298105.312500 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -298105.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -298121.781250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -298121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -298132.531250 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -298132.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -298144.343750 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -298144.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -298156.625000 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -298156.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -298171.093750 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -298171.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -298179.437500 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -298179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -298184.468750 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -298184.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -298195.000000 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -298195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -298214.875000 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -298214.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -298224.437500 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -298224.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -298231.281250 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -298231.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -298235.656250 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -298235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -298237.218750 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -298237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -298238.500000 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -298238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -298241.375000 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -298241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -298244.781250 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -298244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -298246.312500 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -298246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -298250.250000 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -298250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -298252.906250 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -298252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -298254.281250 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -298254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -298255.812500 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -298255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -298257.531250 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -298257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -298260.968750 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -298261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -298263.468750 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -298263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -298263.937500 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -298263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -298265.843750 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -298265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -298265.843750 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -298265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -298265.843750 Penalty: 3999.435059
	Iteration 45F: 3 clusters Score -298265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -591719.312500 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -591719.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -586603.687500 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -586603.7 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -588007.875000 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -588007.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -588346.875000 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -588346.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -588655.562500 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -588655.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -588984.062500 Penalty: 4311.308594
	Iteration 4F: 3 clusters Score -588984.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -589318.500000 Penalty: 4311.308594
	Iteration 5F: 3 clusters Score -589318.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -589623.750000 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -589623.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -589915.937500 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -589915.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -590141.812500 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -590141.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -590301.437500 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -590301.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -590402.250000 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -590402.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -590472.562500 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -590472.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -590528.812500 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -590528.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -590567.437500 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -590567.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -590605.937500 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -590605.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -590646.625000 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -590646.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -590669.375000 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -590669.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -590691.687500 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -590691.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -590702.875000 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -590702.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -590709.875000 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -590709.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -590715.750000 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -590715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -590718.750000 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -590718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -590720.312500 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -590720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -590723.187500 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -590723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -590725.687500 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -590725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -590729.812500 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -590729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -590733.625000 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -590733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -590734.500000 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -590734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -590737.250000 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -590737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -590738.312500 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -590738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -590744.937500 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -590744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -590747.500000 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -590747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -590749.937500 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -590749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -590752.812500 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -590752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -590757.375000 Penalty: 4311.308594
	Iteration 34Q: 3 clusters Score -590757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -590758.500000 Penalty: 4311.308594
	Iteration 35Q: 3 clusters Score -590758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -590761.500000 Penalty: 4311.308594
	Iteration 36Q: 3 clusters Score -590761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -590760.625000 Penalty: 4311.308594
	Iteration 37Q: 3 clusters Score -590760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -590760.625000 Penalty: 4311.308594
	Iteration 38F: 3 clusters Score -590760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Entering Unmasked Estep 
Score: -759608.187500 Penalty: 2270.947266
	Iteration 0F: 2 clusters Score -759608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -752340.937500 Penalty: 4541.894531
	Iteration 0F: 3 clusters Score -752340.9 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -754855.937500 Penalty: 4541.894531
	Iteration 1F: 3 clusters Score -754855.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -755523.750000 Penalty: 4541.894531
	Iteration 2F: 3 clusters Score -755523.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -756192.875000 Penalty: 4541.894531
	Iteration 3F: 3 clusters Score -756192.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -756845.000000 Penalty: 4541.894531
	Iteration 4F: 3 clusters Score -756845 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -757336.062500 Penalty: 4541.894531
	Iteration 5F: 3 clusters Score -757336.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -757742.937500 Penalty: 4541.894531
	Iteration 6F: 3 clusters Score -757742.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -758044.562500 Penalty: 4541.894531
	Iteration 7Q: 3 clusters Score -758044.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -758208.000000 Penalty: 4541.894531
	Iteration 8Q: 3 clusters Score -758208 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -758295.437500 Penalty: 4541.894531
	Iteration 9Q: 3 clusters Score -758295.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -758361.375000 Penalty: 4541.894531
	Iteration 10Q: 3 clusters Score -758361.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -758415.625000 Penalty: 4541.894531
	Iteration 11Q: 3 clusters Score -758415.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -758460.812500 Penalty: 4541.894531
	Iteration 12Q: 3 clusters Score -758460.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -758492.875000 Penalty: 4541.894531
	Iteration 13Q: 3 clusters Score -758492.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -758517.625000 Penalty: 4541.894531
	Iteration 14Q: 3 clusters Score -758517.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -758534.375000 Penalty: 4541.894531
	Iteration 15Q: 3 clusters Score -758534.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -758548.312500 Penalty: 4541.894531
	Iteration 16Q: 3 clusters Score -758548.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -758559.562500 Penalty: 4541.894531
	Iteration 17Q: 3 clusters Score -758559.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -758567.937500 Penalty: 4541.894531
	Iteration 18Q: 3 clusters Score -758567.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -758576.625000 Penalty: 4541.894531
	Iteration 19Q: 3 clusters Score -758576.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -758587.625000 Penalty: 4541.894531
	Iteration 20F: 3 clusters Score -758587.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -758600.437500 Penalty: 4541.894531
	Iteration 21Q: 3 clusters Score -758600.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -758608.187500 Penalty: 4541.894531
	Iteration 22Q: 3 clusters Score -758608.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -758615.687500 Penalty: 4541.894531
	Iteration 23Q: 3 clusters Score -758615.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -758626.437500 Penalty: 4541.894531
	Iteration 24Q: 3 clusters Score -758626.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -758639.437500 Penalty: 4541.894531
	Iteration 25Q: 3 clusters Score -758639.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -758648.437500 Penalty: 4541.894531
	Iteration 26Q: 3 clusters Score -758648.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -758659.250000 Penalty: 4541.894531
	Iteration 27Q: 3 clusters Score -758659.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -758664.875000 Penalty: 4541.894531
	Iteration 28Q: 3 clusters Score -758664.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -758676.562500 Penalty: 4541.894531
	Iteration 29Q: 3 clusters Score -758676.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -758684.812500 Penalty: 4541.894531
	Iteration 30Q: 3 clusters Score -758684.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -758693.562500 Penalty: 4541.894531
	Iteration 31Q: 3 clusters Score -758693.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -758702.187500 Penalty: 4541.894531
	Iteration 32Q: 3 clusters Score -758702.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -758710.750000 Penalty: 4541.894531
	Iteration 33Q: 3 clusters Score -758710.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -758720.375000 Penalty: 4541.894531
	Iteration 34Q: 3 clusters Score -758720.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -758726.000000 Penalty: 4541.894531
	Iteration 35Q: 3 clusters Score -758726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -758735.250000 Penalty: 4541.894531
	Iteration 36Q: 3 clusters Score -758735.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -758749.562500 Penalty: 4541.894531
	Iteration 37Q: 3 clusters Score -758749.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -758770.687500 Penalty: 4541.894531
	Iteration 38Q: 3 clusters Score -758770.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -758803.312500 Penalty: 4541.894531
	Iteration 39Q: 3 clusters Score -758803.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -758852.187500 Penalty: 4541.894531
	Iteration 40F: 3 clusters Score -758852.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -758903.312500 Penalty: 4541.894531
	Iteration 41Q: 3 clusters Score -758903.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -758953.812500 Penalty: 4541.894531
	Iteration 42Q: 3 clusters Score -758953.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -759007.625000 Penalty: 4541.894531
	Iteration 43Q: 3 clusters Score -759007.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -759039.187500 Penalty: 4541.894531
	Iteration 44Q: 3 clusters Score -759039.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -759057.812500 Penalty: 4541.894531
	Iteration 45Q: 3 clusters Score -759057.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -759070.500000 Penalty: 4541.894531
	Iteration 46Q: 3 clusters Score -759070.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -759080.625000 Penalty: 4541.894531
	Iteration 47Q: 3 clusters Score -759080.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -759090.500000 Penalty: 4541.894531
	Iteration 48Q: 3 clusters Score -759090.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -759095.437500 Penalty: 4541.894531
	Iteration 49Q: 3 clusters Score -759095.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -759104.062500 Penalty: 4541.894531
	Iteration 50Q: 3 clusters Score -759104.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -759109.625000 Penalty: 4541.894531
	Iteration 51Q: 3 clusters Score -759109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -759112.500000 Penalty: 4541.894531
	Iteration 52Q: 3 clusters Score -759112.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -759115.937500 Penalty: 4541.894531
	Iteration 53Q: 3 clusters Score -759115.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -759118.500000 Penalty: 4541.894531
	Iteration 54Q: 3 clusters Score -759118.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -759120.812500 Penalty: 4541.894531
	Iteration 55Q: 3 clusters Score -759120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -759120.812500 Penalty: 4541.894531
	Iteration 56Q: 3 clusters Score -759120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -759120.750000 Penalty: 4541.894531
	Iteration 57Q: 3 clusters Score -759120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -759120.750000 Penalty: 4541.894531
	Iteration 58F: 3 clusters Score -759120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -504073.218750 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -504073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -499416.062500 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -499416.1 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -500817.968750 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -500818 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -501317.250000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -501317.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -501771.062500 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -501771.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -502174.218750 Penalty: 4248.160645
	Iteration 4F: 3 clusters Score -502174.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -502519.562500 Penalty: 4248.160645
	Iteration 5F: 3 clusters Score -502519.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -502748.156250 Penalty: 4248.160645
	Iteration 6F: 3 clusters Score -502748.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -502894.312500 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -502894.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -503011.875000 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -503011.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -503117.781250 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -503117.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -503232.437500 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -503232.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -503339.906250 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -503339.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -503442.781250 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -503442.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -503508.406250 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -503508.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -503546.875000 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -503546.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -503576.156250 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -503576.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -503602.500000 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -503602.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -503622.937500 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -503622.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -503634.406250 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -503634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -503651.000000 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -503651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -503666.625000 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -503666.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -503674.687500 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -503674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -503679.562500 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -503679.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -503686.281250 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -503686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -503693.000000 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -503693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -503697.781250 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -503697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -503700.750000 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -503700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -503706.656250 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -503706.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -503712.156250 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -503712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -503716.250000 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -503716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -503719.562500 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -503719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -503724.375000 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -503724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -503728.687500 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -503728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -503729.687500 Penalty: 4248.160645
	Iteration 33Q: 3 clusters Score -503729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -503731.031250 Penalty: 4248.160645
	Iteration 34Q: 3 clusters Score -503731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -503732.812500 Penalty: 4248.160645
	Iteration 35Q: 3 clusters Score -503732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -503737.593750 Penalty: 4248.160645
	Iteration 36Q: 3 clusters Score -503737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -503738.562500 Penalty: 4248.160645
	Iteration 37Q: 3 clusters Score -503738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -503740.531250 Penalty: 4248.160645
	Iteration 38Q: 3 clusters Score -503740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -503740.531250 Penalty: 4248.160645
	Iteration 39F: 3 clusters Score -503740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Entering Unmasked Estep 
Score: -632466.937500 Penalty: 2184.067383
	Iteration 0F: 2 clusters Score -632466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -626947.125000 Penalty: 4368.134766
	Iteration 0F: 3 clusters Score -626947.1 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -628458.500000 Penalty: 4368.134766
	Iteration 1F: 3 clusters Score -628458.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -628806.687500 Penalty: 4368.134766
	Iteration 2F: 3 clusters Score -628806.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -629144.062500 Penalty: 4368.134766
	Iteration 3F: 3 clusters Score -629144.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -629542.750000 Penalty: 4368.134766
	Iteration 4F: 3 clusters Score -629542.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -629966.625000 Penalty: 4368.134766
	Iteration 5F: 3 clusters Score -629966.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -630283.437500 Penalty: 4368.134766
	Iteration 6F: 3 clusters Score -630283.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -630545.562500 Penalty: 4368.134766
	Iteration 7F: 3 clusters Score -630545.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -630720.937500 Penalty: 4368.134766
	Iteration 8Q: 3 clusters Score -630720.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -630858.375000 Penalty: 4368.134766
	Iteration 9Q: 3 clusters Score -630858.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -630961.500000 Penalty: 4368.134766
	Iteration 10Q: 3 clusters Score -630961.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -631061.125000 Penalty: 4368.134766
	Iteration 11Q: 3 clusters Score -631061.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -631149.875000 Penalty: 4368.134766
	Iteration 12Q: 3 clusters Score -631149.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -631245.187500 Penalty: 4368.134766
	Iteration 13Q: 3 clusters Score -631245.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -631320.250000 Penalty: 4368.134766
	Iteration 14Q: 3 clusters Score -631320.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -631377.125000 Penalty: 4368.134766
	Iteration 15Q: 3 clusters Score -631377.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -631419.312500 Penalty: 4368.134766
	Iteration 16Q: 3 clusters Score -631419.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -631450.312500 Penalty: 4368.134766
	Iteration 17Q: 3 clusters Score -631450.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -631470.937500 Penalty: 4368.134766
	Iteration 18Q: 3 clusters Score -631470.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -631490.125000 Penalty: 4368.134766
	Iteration 19Q: 3 clusters Score -631490.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -631514.250000 Penalty: 4368.134766
	Iteration 20F: 3 clusters Score -631514.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -631540.062500 Penalty: 4368.134766
	Iteration 21Q: 3 clusters Score -631540.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -631552.562500 Penalty: 4368.134766
	Iteration 22Q: 3 clusters Score -631552.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -631568.687500 Penalty: 4368.134766
	Iteration 23Q: 3 clusters Score -631568.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -631584.875000 Penalty: 4368.134766
	Iteration 24Q: 3 clusters Score -631584.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -631594.625000 Penalty: 4368.134766
	Iteration 25Q: 3 clusters Score -631594.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -631607.312500 Penalty: 4368.134766
	Iteration 26Q: 3 clusters Score -631607.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -631614.625000 Penalty: 4368.134766
	Iteration 27Q: 3 clusters Score -631614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -631615.312500 Penalty: 4368.134766
	Iteration 28Q: 3 clusters Score -631615.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -631618.250000 Penalty: 4368.134766
	Iteration 29Q: 3 clusters Score -631618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -631621.437500 Penalty: 4368.134766
	Iteration 30Q: 3 clusters Score -631621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -631624.187500 Penalty: 4368.134766
	Iteration 31Q: 3 clusters Score -631624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -631625.062500 Penalty: 4368.134766
	Iteration 32Q: 3 clusters Score -631625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -631627.937500 Penalty: 4368.134766
	Iteration 33Q: 3 clusters Score -631627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -631630.625000 Penalty: 4368.134766
	Iteration 34Q: 3 clusters Score -631630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -631633.187500 Penalty: 4368.134766
	Iteration 35Q: 3 clusters Score -631633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -631634.937500 Penalty: 4368.134766
	Iteration 36Q: 3 clusters Score -631634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -631635.812500 Penalty: 4368.134766
	Iteration 37Q: 3 clusters Score -631635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -631637.500000 Penalty: 4368.134766
	Iteration 38Q: 3 clusters Score -631637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -631639.250000 Penalty: 4368.134766
	Iteration 39Q: 3 clusters Score -631639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -631639.562500 Penalty: 4368.134766
	Iteration 40F: 3 clusters Score -631639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -631640.250000 Penalty: 4368.134766
	Iteration 41Q: 3 clusters Score -631640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -631641.437500 Penalty: 4368.134766
	Iteration 42Q: 3 clusters Score -631641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -631641.500000 Penalty: 4368.134766
	Iteration 43Q: 3 clusters Score -631641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -631642.437500 Penalty: 4368.134766
	Iteration 44Q: 3 clusters Score -631642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -631642.437500 Penalty: 4368.134766
	Iteration 45F: 3 clusters Score -631642.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -943491.937500 Penalty: 2257.648926
	Iteration 0F: 2 clusters Score -943491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -936461.500000 Penalty: 4515.297852
	Iteration 0F: 3 clusters Score -936461.5 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -938470.437500 Penalty: 4515.297852
	Iteration 1F: 3 clusters Score -938470.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -938814.062500 Penalty: 4515.297852
	Iteration 2F: 3 clusters Score -938814.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -939055.875000 Penalty: 4515.297852
	Iteration 3F: 3 clusters Score -939055.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -939254.812500 Penalty: 4515.297852
	Iteration 4Q: 3 clusters Score -939254.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -939438.625000 Penalty: 4515.297852
	Iteration 5Q: 3 clusters Score -939438.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -939634.312500 Penalty: 4515.297852
	Iteration 6Q: 3 clusters Score -939634.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -939855.625000 Penalty: 4515.297852
	Iteration 7Q: 3 clusters Score -939855.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -940118.187500 Penalty: 4515.297852
	Iteration 8Q: 3 clusters Score -940118.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -940411.187500 Penalty: 4515.297852
	Iteration 9Q: 3 clusters Score -940411.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -940713.625000 Penalty: 4515.297852
	Iteration 10Q: 3 clusters Score -940713.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -940938.750000 Penalty: 4515.297852
	Iteration 11Q: 3 clusters Score -940938.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -941083.000000 Penalty: 4515.297852
	Iteration 12Q: 3 clusters Score -941083 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -941187.125000 Penalty: 4515.297852
	Iteration 13Q: 3 clusters Score -941187.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -941241.312500 Penalty: 4515.297852
	Iteration 14Q: 3 clusters Score -941241.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -941271.937500 Penalty: 4515.297852
	Iteration 15Q: 3 clusters Score -941271.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -941293.812500 Penalty: 4515.297852
	Iteration 16Q: 3 clusters Score -941293.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -941316.187500 Penalty: 4515.297852
	Iteration 17Q: 3 clusters Score -941316.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -941333.375000 Penalty: 4515.297852
	Iteration 18Q: 3 clusters Score -941333.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -941353.750000 Penalty: 4515.297852
	Iteration 19Q: 3 clusters Score -941353.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -941372.250000 Penalty: 4515.297852
	Iteration 20F: 3 clusters Score -941372.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -941393.187500 Penalty: 4515.297852
	Iteration 21Q: 3 clusters Score -941393.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -941405.062500 Penalty: 4515.297852
	Iteration 22Q: 3 clusters Score -941405.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -941416.687500 Penalty: 4515.297852
	Iteration 23Q: 3 clusters Score -941416.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -941426.687500 Penalty: 4515.297852
	Iteration 24Q: 3 clusters Score -941426.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -941432.687500 Penalty: 4515.297852
	Iteration 25Q: 3 clusters Score -941432.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -941435.625000 Penalty: 4515.297852
	Iteration 26Q: 3 clusters Score -941435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -941438.812500 Penalty: 4515.297852
	Iteration 27Q: 3 clusters Score -941438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -941441.687500 Penalty: 4515.297852
	Iteration 28Q: 3 clusters Score -941441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -941448.250000 Penalty: 4515.297852
	Iteration 29Q: 3 clusters Score -941448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -941454.687500 Penalty: 4515.297852
	Iteration 30Q: 3 clusters Score -941454.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -941462.125000 Penalty: 4515.297852
	Iteration 31Q: 3 clusters Score -941462.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -941469.000000 Penalty: 4515.297852
	Iteration 32Q: 3 clusters Score -941469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -941474.812500 Penalty: 4515.297852
	Iteration 33Q: 3 clusters Score -941474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -941479.625000 Penalty: 4515.297852
	Iteration 34Q: 3 clusters Score -941479.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -941483.125000 Penalty: 4515.297852
	Iteration 35Q: 3 clusters Score -941483.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -941486.937500 Penalty: 4515.297852
	Iteration 36Q: 3 clusters Score -941486.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -941492.187500 Penalty: 4515.297852
	Iteration 37Q: 3 clusters Score -941492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -941495.750000 Penalty: 4515.297852
	Iteration 38Q: 3 clusters Score -941495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -941496.562500 Penalty: 4515.297852
	Iteration 39Q: 3 clusters Score -941496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -941500.000000 Penalty: 4515.297852
	Iteration 40F: 3 clusters Score -941500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -941502.062500 Penalty: 4515.297852
	Iteration 41Q: 3 clusters Score -941502.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -941503.062500 Penalty: 4515.297852
	Iteration 42Q: 3 clusters Score -941503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -941503.812500 Penalty: 4515.297852
	Iteration 43Q: 3 clusters Score -941503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -941505.125000 Penalty: 4515.297852
	Iteration 44Q: 3 clusters Score -941505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -941505.312500 Penalty: 4515.297852
	Iteration 45Q: 3 clusters Score -941505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -941506.625000 Penalty: 4515.297852
	Iteration 46Q: 3 clusters Score -941506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -941506.750000 Penalty: 4515.297852
	Iteration 47Q: 3 clusters Score -941506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -941509.562500 Penalty: 4515.297852
	Iteration 48Q: 3 clusters Score -941509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -941509.375000 Penalty: 4515.297852
	Iteration 49Q: 3 clusters Score -941509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -941510.250000 Penalty: 4515.297852
	Iteration 50Q: 3 clusters Score -941510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -941510.437500 Penalty: 4515.297852
	Iteration 51Q: 3 clusters Score -941510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -941510.750000 Penalty: 4515.297852
	Iteration 52Q: 3 clusters Score -941510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -941514.000000 Penalty: 4515.297852
	Iteration 53Q: 3 clusters Score -941514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -941512.625000 Penalty: 4515.297852
	Iteration 54Q: 3 clusters Score -941512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -941514.500000 Penalty: 4515.297852
	Iteration 55Q: 3 clusters Score -941514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -941517.062500 Penalty: 4515.297852
	Iteration 56Q: 3 clusters Score -941517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -941515.687500 Penalty: 4515.297852
	Iteration 57Q: 3 clusters Score -941515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -941514.750000 Penalty: 4515.297852
	Iteration 58Q: 3 clusters Score -941514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -941514.875000 Penalty: 4515.297852
	Iteration 59Q: 3 clusters Score -941514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -941515.062500 Penalty: 4515.297852
	Iteration 60F: 3 clusters Score -941515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -941514.812500 Penalty: 4515.297852
	Iteration 61Q: 3 clusters Score -941514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -941516.875000 Penalty: 4515.297852
	Iteration 62Q: 3 clusters Score -941516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -941516.250000 Penalty: 4515.297852
	Iteration 63Q: 3 clusters Score -941516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -941519.687500 Penalty: 4515.297852
	Iteration 64Q: 3 clusters Score -941519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -941520.500000 Penalty: 4515.297852
	Iteration 65Q: 3 clusters Score -941520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -941520.812500 Penalty: 4515.297852
	Iteration 66Q: 3 clusters Score -941520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -941523.500000 Penalty: 4515.297852
	Iteration 67Q: 3 clusters Score -941523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -941525.312500 Penalty: 4515.297852
	Iteration 68Q: 3 clusters Score -941525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -941526.125000 Penalty: 4515.297852
	Iteration 69Q: 3 clusters Score -941526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -941525.437500 Penalty: 4515.297852
	Iteration 70Q: 3 clusters Score -941525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -941526.437500 Penalty: 4515.297852
	Iteration 71Q: 3 clusters Score -941526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -941527.937500 Penalty: 4515.297852
	Iteration 72Q: 3 clusters Score -941527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -941527.937500 Penalty: 4515.297852
	Iteration 73Q: 3 clusters Score -941527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -941530.312500 Penalty: 4515.297852
	Iteration 74Q: 3 clusters Score -941530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -941531.437500 Penalty: 4515.297852
	Iteration 75Q: 3 clusters Score -941531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -941534.562500 Penalty: 4515.297852
	Iteration 76Q: 3 clusters Score -941534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -941536.375000 Penalty: 4515.297852
	Iteration 77Q: 3 clusters Score -941536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -941537.375000 Penalty: 4515.297852
	Iteration 78Q: 3 clusters Score -941537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -941538.250000 Penalty: 4515.297852
	Iteration 79Q: 3 clusters Score -941538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -941541.562500 Penalty: 4515.297852
	Iteration 80F: 3 clusters Score -941541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -941542.062500 Penalty: 4515.297852
	Iteration 81Q: 3 clusters Score -941542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -941545.562500 Penalty: 4515.297852
	Iteration 82Q: 3 clusters Score -941545.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -941545.937500 Penalty: 4515.297852
	Iteration 83Q: 3 clusters Score -941545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -941547.187500 Penalty: 4515.297852
	Iteration 84Q: 3 clusters Score -941547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -941547.875000 Penalty: 4515.297852
	Iteration 85Q: 3 clusters Score -941547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -941548.437500 Penalty: 4515.297852
	Iteration 86Q: 3 clusters Score -941548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -941548.812500 Penalty: 4515.297852
	Iteration 87Q: 3 clusters Score -941548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -941549.000000 Penalty: 4515.297852
	Iteration 88Q: 3 clusters Score -941549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -941549.750000 Penalty: 4515.297852
	Iteration 89Q: 3 clusters Score -941549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -941551.250000 Penalty: 4515.297852
	Iteration 90Q: 3 clusters Score -941551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -941551.250000 Penalty: 4515.297852
	Iteration 91F: 3 clusters Score -941551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -38914.394531 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -38914.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37492.179688 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -37492.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37685.710938 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -37685.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37828.992188 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -37828.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37927.941406 Penalty: 3043.240234
	Iteration 3F: 3 clusters Score -37927.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37996.964844 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -37996.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38077.046875 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -38077.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38137.515625 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -38137.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38238.449219 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -38238.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -38317.250000 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -38317.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -38339.566406 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -38339.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38383.621094 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -38383.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38417.136719 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -38417.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38427.085938 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -38427.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38430.375000 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -38430.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38435.359375 Penalty: 3043.240234
	Iteration 14F: 3 clusters Score -38435.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38452.574219 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -38452.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38475.230469 Penalty: 3043.240234
	Iteration 16Q: 3 clusters Score -38475.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38493.605469 Penalty: 3043.240234
	Iteration 17Q: 3 clusters Score -38493.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38493.605469 Penalty: 3043.240234
	Iteration 18F: 3 clusters Score -38493.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Entering Unmasked Estep 
Score: -1953809.750000 Penalty: 2447.691650
	Iteration 0F: 2 clusters Score -1953810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1940257.500000 Penalty: 4895.383301
	Iteration 0F: 3 clusters Score -1940258 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1944803.625000 Penalty: 4895.383301
	Iteration 1F: 3 clusters Score -1944804 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1945281.750000 Penalty: 4895.383301
	Iteration 2F: 3 clusters Score -1945282 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1945881.125000 Penalty: 4895.383301
	Iteration 3F: 3 clusters Score -1945881 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1946618.125000 Penalty: 4895.383301
	Iteration 4F: 3 clusters Score -1946618 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1947462.125000 Penalty: 4895.383301
	Iteration 5F: 3 clusters Score -1947462 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1948274.250000 Penalty: 4895.383301
	Iteration 6F: 3 clusters Score -1948274 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1948902.625000 Penalty: 4895.383301
	Iteration 7F: 3 clusters Score -1948903 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1949347.125000 Penalty: 4895.383301
	Iteration 8Q: 3 clusters Score -1949347 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1949621.625000 Penalty: 4895.383301
	Iteration 9Q: 3 clusters Score -1949622 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1949802.500000 Penalty: 4895.383301
	Iteration 10Q: 3 clusters Score -1949802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1949935.875000 Penalty: 4895.383301
	Iteration 11Q: 3 clusters Score -1949936 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1950009.500000 Penalty: 4895.383301
	Iteration 12Q: 3 clusters Score -1950010 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1950067 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1950103.000000 Penalty: 4895.383301
	Iteration 14Q: 3 clusters Score -1950103 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1950145.875000 Penalty: 4895.383301
	Iteration 15Q: 3 clusters Score -1950146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1950190.375000 Penalty: 4895.383301
	Iteration 16Q: 3 clusters Score -1950190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1950225.375000 Penalty: 4895.383301
	Iteration 17Q: 3 clusters Score -1950225 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1950273.625000 Penalty: 4895.383301
	Iteration 18Q: 3 clusters Score -1950274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1950308.750000 Penalty: 4895.383301
	Iteration 19Q: 3 clusters Score -1950309 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1950352.875000 Penalty: 4895.383301
	Iteration 20F: 3 clusters Score -1950353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1950413.500000 Penalty: 4895.383301
	Iteration 21Q: 3 clusters Score -1950414 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1950478.750000 Penalty: 4895.383301
	Iteration 22Q: 3 clusters Score -1950479 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1950572 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1950715.375000 Penalty: 4895.383301
	Iteration 24Q: 3 clusters Score -1950715 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1950875.500000 Penalty: 4895.383301
	Iteration 25Q: 3 clusters Score -1950876 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1951054.875000 Penalty: 4895.383301
	Iteration 26Q: 3 clusters Score -1951055 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1951222.750000 Penalty: 4895.383301
	Iteration 27Q: 3 clusters Score -1951223 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1951381.250000 Penalty: 4895.383301
	Iteration 28Q: 3 clusters Score -1951381 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1951508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1951607.750000 Penalty: 4895.383301
	Iteration 30Q: 3 clusters Score -1951608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1951667 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1951721.500000 Penalty: 4895.383301
	Iteration 32Q: 3 clusters Score -1951722 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1951763.125000 Penalty: 4895.383301
	Iteration 33Q: 3 clusters Score -1951763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1951784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1951810.875000 Penalty: 4895.383301
	Iteration 35Q: 3 clusters Score -1951811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1951830.625000 Penalty: 4895.383301
	Iteration 36Q: 3 clusters Score -1951831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1951839.000000 Penalty: 4895.383301
	Iteration 37Q: 3 clusters Score -1951839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1951855.750000 Penalty: 4895.383301
	Iteration 38Q: 3 clusters Score -1951856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1951873.500000 Penalty: 4895.383301
	Iteration 39Q: 3 clusters Score -1951874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1951881.125000 Penalty: 4895.383301
	Iteration 40F: 3 clusters Score -1951881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1951892.500000 Penalty: 4895.383301
	Iteration 41Q: 3 clusters Score -1951892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1951899.750000 Penalty: 4895.383301
	Iteration 42Q: 3 clusters Score -1951900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1951908.250000 Penalty: 4895.383301
	Iteration 43Q: 3 clusters Score -1951908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1951923.875000 Penalty: 4895.383301
	Iteration 44Q: 3 clusters Score -1951924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1951934.000000 Penalty: 4895.383301
	Iteration 45Q: 3 clusters Score -1951934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1951945.250000 Penalty: 4895.383301
	Iteration 46Q: 3 clusters Score -1951945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1951949.375000 Penalty: 4895.383301
	Iteration 47Q: 3 clusters Score -1951949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1951962.125000 Penalty: 4895.383301
	Iteration 48Q: 3 clusters Score -1951962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1951974.500000 Penalty: 4895.383301
	Iteration 49Q: 3 clusters Score -1951974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1951975.875000 Penalty: 4895.383301
	Iteration 50Q: 3 clusters Score -1951976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1951988.125000 Penalty: 4895.383301
	Iteration 51Q: 3 clusters Score -1951988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1951992.625000 Penalty: 4895.383301
	Iteration 52Q: 3 clusters Score -1951993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1951999.375000 Penalty: 4895.383301
	Iteration 53Q: 3 clusters Score -1951999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1952005.125000 Penalty: 4895.383301
	Iteration 54Q: 3 clusters Score -1952005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1952010.875000 Penalty: 4895.383301
	Iteration 55Q: 3 clusters Score -1952011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1952024.000000 Penalty: 4895.383301
	Iteration 56Q: 3 clusters Score -1952024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1952025.500000 Penalty: 4895.383301
	Iteration 57Q: 3 clusters Score -1952026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1952026.125000 Penalty: 4895.383301
	Iteration 58Q: 3 clusters Score -1952026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1952043.625000 Penalty: 4895.383301
	Iteration 59Q: 3 clusters Score -1952044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1952047.375000 Penalty: 4895.383301
	Iteration 60F: 3 clusters Score -1952047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1952051.000000 Penalty: 4895.383301
	Iteration 61Q: 3 clusters Score -1952051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1952065.875000 Penalty: 4895.383301
	Iteration 62Q: 3 clusters Score -1952066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1952072.125000 Penalty: 4895.383301
	Iteration 63Q: 3 clusters Score -1952072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1952084.375000 Penalty: 4895.383301
	Iteration 64Q: 3 clusters Score -1952084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1952091.750000 Penalty: 4895.383301
	Iteration 65Q: 3 clusters Score -1952092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1952101.750000 Penalty: 4895.383301
	Iteration 66Q: 3 clusters Score -1952102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1952120.500000 Penalty: 4895.383301
	Iteration 67Q: 3 clusters Score -1952120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1952123.625000 Penalty: 4895.383301
	Iteration 68Q: 3 clusters Score -1952124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1952134.500000 Penalty: 4895.383301
	Iteration 69Q: 3 clusters Score -1952134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1952143.250000 Penalty: 4895.383301
	Iteration 70Q: 3 clusters Score -1952143 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1952142.750000 Penalty: 4895.383301
	Iteration 71Q: 3 clusters Score -1952143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1952149.750000 Penalty: 4895.383301
	Iteration 72Q: 3 clusters Score -1952150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1952154.125000 Penalty: 4895.383301
	Iteration 73Q: 3 clusters Score -1952154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1952164.000000 Penalty: 4895.383301
	Iteration 74Q: 3 clusters Score -1952164 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1952169.875000 Penalty: 4895.383301
	Iteration 75Q: 3 clusters Score -1952170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1952170.250000 Penalty: 4895.383301
	Iteration 76Q: 3 clusters Score -1952170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1952173.000000 Penalty: 4895.383301
	Iteration 77Q: 3 clusters Score -1952173 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1952180.000000 Penalty: 4895.383301
	Iteration 78Q: 3 clusters Score -1952180 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1952181.875000 Penalty: 4895.383301
	Iteration 79Q: 3 clusters Score -1952182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1952182.875000 Penalty: 4895.383301
	Iteration 80F: 3 clusters Score -1952183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1952186.500000 Penalty: 4895.383301
	Iteration 81Q: 3 clusters Score -1952186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1952187.000000 Penalty: 4895.383301
	Iteration 82Q: 3 clusters Score -1952187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1952195.875000 Penalty: 4895.383301
	Iteration 83Q: 3 clusters Score -1952196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1952198.125000 Penalty: 4895.383301
	Iteration 84Q: 3 clusters Score -1952198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
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Entering Unmasked Estep 
Score: -1952198.875000 Penalty: 4895.383301
	Iteration 85Q: 3 clusters Score -1952199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1952201.875000 Penalty: 4895.383301
	Iteration 86Q: 3 clusters Score -1952202 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1952203.875000 Penalty: 4895.383301
	Iteration 87Q: 3 clusters Score -1952204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1952206.500000 Penalty: 4895.383301
	Iteration 88Q: 3 clusters Score -1952206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1952207.250000 Penalty: 4895.383301
	Iteration 89Q: 3 clusters Score -1952207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1952211.875000 Penalty: 4895.383301
	Iteration 90Q: 3 clusters Score -1952212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1952216.500000 Penalty: 4895.383301
	Iteration 91Q: 3 clusters Score -1952216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1952211.250000 Penalty: 4895.383301
	Iteration 92Q: 3 clusters Score -1952211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1952219.000000 Penalty: 4895.383301
	Iteration 93Q: 3 clusters Score -1952219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1952221.125000 Penalty: 4895.383301
	Iteration 94Q: 3 clusters Score -1952221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1952227.875000 Penalty: 4895.383301
	Iteration 95Q: 3 clusters Score -1952228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1952229.750000 Penalty: 4895.383301
	Iteration 96Q: 3 clusters Score -1952230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1952227.000000 Penalty: 4895.383301
	Iteration 97Q: 3 clusters Score -1952227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1952226.250000 Penalty: 4895.383301
	Iteration 98Q: 3 clusters Score -1952226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1952228.500000 Penalty: 4895.383301
	Iteration 99Q: 3 clusters Score -1952228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1952233.250000 Penalty: 4895.383301
	Iteration 100F: 3 clusters Score -1952233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1952236.750000 Penalty: 4895.383301
	Iteration 101Q: 3 clusters Score -1952237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1952239.000000 Penalty: 4895.383301
	Iteration 102Q: 3 clusters Score -1952239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1952240.750000 Penalty: 4895.383301
	Iteration 103Q: 3 clusters Score -1952241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1952240.000000 Penalty: 4895.383301
	Iteration 104Q: 3 clusters Score -1952240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1952241.500000 Penalty: 4895.383301
	Iteration 105Q: 3 clusters Score -1952242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1952240.750000 Penalty: 4895.383301
	Iteration 106Q: 3 clusters Score -1952241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1952240.000000 Penalty: 4895.383301
	Iteration 107Q: 3 clusters Score -1952240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1952242.375000 Penalty: 4895.383301
	Iteration 108Q: 3 clusters Score -1952242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1952239.250000 Penalty: 4895.383301
	Iteration 109Q: 3 clusters Score -1952239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1952239.500000 Penalty: 4895.383301
	Iteration 110Q: 3 clusters Score -1952240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1952242.125000 Penalty: 4895.383301
	Iteration 111Q: 3 clusters Score -1952242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1952243.250000 Penalty: 4895.383301
	Iteration 112Q: 3 clusters Score -1952243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1952243.250000 Penalty: 4895.383301
	Iteration 113F: 3 clusters Score -1952243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1802553.750000 Penalty: 2420.971436
	Iteration 0F: 2 clusters Score -1802554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1790181.500000 Penalty: 4841.942871
	Iteration 0F: 3 clusters Score -1790182 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1794259.375000 Penalty: 4841.942871
	Iteration 1F: 3 clusters Score -1794259 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1794672.000000 Penalty: 4841.942871
	Iteration 2F: 3 clusters Score -1794672 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1795016.000000 Penalty: 4841.942871
	Iteration 3Q: 3 clusters Score -1795016 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1795387.000000 Penalty: 4841.942871
	Iteration 4Q: 3 clusters Score -1795387 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1795835.750000 Penalty: 4841.942871
	Iteration 5F: 3 clusters Score -1795836 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1796423.750000 Penalty: 4841.942871
	Iteration 6F: 3 clusters Score -1796424 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1797062.250000 Penalty: 4841.942871
	Iteration 7F: 3 clusters Score -1797062 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1797723.500000 Penalty: 4841.942871
	Iteration 8F: 3 clusters Score -1797724 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1798329.500000 Penalty: 4841.942871
	Iteration 9F: 3 clusters Score -1798330 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1798816.625000 Penalty: 4841.942871
	Iteration 10Q: 3 clusters Score -1798817 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1799206.250000 Penalty: 4841.942871
	Iteration 11Q: 3 clusters Score -1799206 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1799535.000000 Penalty: 4841.942871
	Iteration 12Q: 3 clusters Score -1799535 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1799813.750000 Penalty: 4841.942871
	Iteration 13Q: 3 clusters Score -1799814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1800013.250000 Penalty: 4841.942871
	Iteration 14Q: 3 clusters Score -1800013 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1800148.125000 Penalty: 4841.942871
	Iteration 15Q: 3 clusters Score -1800148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1800241.750000 Penalty: 4841.942871
	Iteration 16Q: 3 clusters Score -1800242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1800311.125000 Penalty: 4841.942871
	Iteration 17Q: 3 clusters Score -1800311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1800354.500000 Penalty: 4841.942871
	Iteration 18Q: 3 clusters Score -1800354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1800388.750000 Penalty: 4841.942871
	Iteration 19Q: 3 clusters Score -1800389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1800422.250000 Penalty: 4841.942871
	Iteration 20F: 3 clusters Score -1800422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1800452.000000 Penalty: 4841.942871
	Iteration 21Q: 3 clusters Score -1800452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1800468.000000 Penalty: 4841.942871
	Iteration 22Q: 3 clusters Score -1800468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1800489.750000 Penalty: 4841.942871
	Iteration 23Q: 3 clusters Score -1800490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1800503.625000 Penalty: 4841.942871
	Iteration 24Q: 3 clusters Score -1800504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1800515.750000 Penalty: 4841.942871
	Iteration 25Q: 3 clusters Score -1800516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1800520.875000 Penalty: 4841.942871
	Iteration 26Q: 3 clusters Score -1800521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1800525.375000 Penalty: 4841.942871
	Iteration 27Q: 3 clusters Score -1800525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1800528.000000 Penalty: 4841.942871
	Iteration 28Q: 3 clusters Score -1800528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1800532.625000 Penalty: 4841.942871
	Iteration 29Q: 3 clusters Score -1800533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1800532.625000 Penalty: 4841.942871
	Iteration 30F: 3 clusters Score -1800533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Entering Unmasked Estep 
Score: -2540247.250000 Penalty: 2535.491943
	Iteration 0F: 2 clusters Score -2540247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2521193.000000 Penalty: 5070.983887
	Iteration 0F: 3 clusters Score -2521193 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2527996.500000 Penalty: 5070.983887
	Iteration 1F: 3 clusters Score -2527996 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2528585.000000 Penalty: 5070.983887
	Iteration 2F: 3 clusters Score -2528585 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2529164.750000 Penalty: 5070.983887
	Iteration 3F: 3 clusters Score -2529165 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2529710.750000 Penalty: 5070.983887
	Iteration 4Q: 3 clusters Score -2529711 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2530263.750000 Penalty: 5070.983887
	Iteration 5Q: 3 clusters Score -2530264 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2530797.750000 Penalty: 5070.983887
	Iteration 6Q: 3 clusters Score -2530798 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2531263.000000 Penalty: 5070.983887
	Iteration 7Q: 3 clusters Score -2531263 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2531686.750000 Penalty: 5070.983887
	Iteration 8Q: 3 clusters Score -2531687 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2532150.250000 Penalty: 5070.983887
	Iteration 9Q: 3 clusters Score -2532150 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2532658.500000 Penalty: 5070.983887
	Iteration 10Q: 3 clusters Score -2532658 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2533148.000000 Penalty: 5070.983887
	Iteration 11Q: 3 clusters Score -2533148 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2533607.000000 Penalty: 5070.983887
	Iteration 12Q: 3 clusters Score -2533607 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2534024.250000 Penalty: 5070.983887
	Iteration 13Q: 3 clusters Score -2534024 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2534403.500000 Penalty: 5070.983887
	Iteration 14Q: 3 clusters Score -2534404 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2534668.000000 Penalty: 5070.983887
	Iteration 15Q: 3 clusters Score -2534668 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2534865.250000 Penalty: 5070.983887
	Iteration 16Q: 3 clusters Score -2534865 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2535021.750000 Penalty: 5070.983887
	Iteration 17Q: 3 clusters Score -2535022 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2535089.750000 Penalty: 5070.983887
	Iteration 18Q: 3 clusters Score -2535090 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2535147.750000 Penalty: 5070.983887
	Iteration 19Q: 3 clusters Score -2535148 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2535214.500000 Penalty: 5070.983887
	Iteration 20F: 3 clusters Score -2535214 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2535291.000000 Penalty: 5070.983887
	Iteration 21Q: 3 clusters Score -2535291 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2535330.000000 Penalty: 5070.983887
	Iteration 22Q: 3 clusters Score -2535330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2535367.500000 Penalty: 5070.983887
	Iteration 23Q: 3 clusters Score -2535368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2535408.750000 Penalty: 5070.983887
	Iteration 24Q: 3 clusters Score -2535409 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2535445.250000 Penalty: 5070.983887
	Iteration 25Q: 3 clusters Score -2535445 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2535488.500000 Penalty: 5070.983887
	Iteration 26Q: 3 clusters Score -2535488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2535562.250000 Penalty: 5070.983887
	Iteration 27Q: 3 clusters Score -2535562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2535617.000000 Penalty: 5070.983887
	Iteration 28Q: 3 clusters Score -2535617 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2535686.500000 Penalty: 5070.983887
	Iteration 29Q: 3 clusters Score -2535686 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2535753.500000 Penalty: 5070.983887
	Iteration 30Q: 3 clusters Score -2535754 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2535852.750000 Penalty: 5070.983887
	Iteration 31Q: 3 clusters Score -2535853 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2535962.000000 Penalty: 5070.983887
	Iteration 32Q: 3 clusters Score -2535962 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2536069.250000 Penalty: 5070.983887
	Iteration 33Q: 3 clusters Score -2536069 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2536181.500000 Penalty: 5070.983887
	Iteration 34Q: 3 clusters Score -2536182 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2536317.500000 Penalty: 5070.983887
	Iteration 35Q: 3 clusters Score -2536318 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2536451.500000 Penalty: 5070.983887
	Iteration 36Q: 3 clusters Score -2536452 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2536568.250000 Penalty: 5070.983887
	Iteration 37Q: 3 clusters Score -2536568 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2536700.250000 Penalty: 5070.983887
	Iteration 38Q: 3 clusters Score -2536700 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2536848.000000 Penalty: 5070.983887
	Iteration 39Q: 3 clusters Score -2536848 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2536979.000000 Penalty: 5070.983887
	Iteration 40F: 3 clusters Score -2536979 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2537098.250000 Penalty: 5070.983887
	Iteration 41Q: 3 clusters Score -2537098 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2537206.250000 Penalty: 5070.983887
	Iteration 42Q: 3 clusters Score -2537206 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2537304.250000 Penalty: 5070.983887
	Iteration 43Q: 3 clusters Score -2537304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2537384.000000 Penalty: 5070.983887
	Iteration 44Q: 3 clusters Score -2537384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2537461.250000 Penalty: 5070.983887
	Iteration 45Q: 3 clusters Score -2537461 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2537538.000000 Penalty: 5070.983887
	Iteration 46Q: 3 clusters Score -2537538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2537618.500000 Penalty: 5070.983887
	Iteration 47Q: 3 clusters Score -2537618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2537685.000000 Penalty: 5070.983887
	Iteration 48Q: 3 clusters Score -2537685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2537744.500000 Penalty: 5070.983887
	Iteration 49Q: 3 clusters Score -2537744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2537815.250000 Penalty: 5070.983887
	Iteration 50Q: 3 clusters Score -2537815 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2537877.750000 Penalty: 5070.983887
	Iteration 51Q: 3 clusters Score -2537878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2537919.500000 Penalty: 5070.983887
	Iteration 52Q: 3 clusters Score -2537920 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2537965.250000 Penalty: 5070.983887
	Iteration 53Q: 3 clusters Score -2537965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2537987.500000 Penalty: 5070.983887
	Iteration 54Q: 3 clusters Score -2537988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2538039.500000 Penalty: 5070.983887
	Iteration 55Q: 3 clusters Score -2538040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2538073.750000 Penalty: 5070.983887
	Iteration 56Q: 3 clusters Score -2538074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2538107.750000 Penalty: 5070.983887
	Iteration 57Q: 3 clusters Score -2538108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2538124.250000 Penalty: 5070.983887
	Iteration 58Q: 3 clusters Score -2538124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2538140.250000 Penalty: 5070.983887
	Iteration 59Q: 3 clusters Score -2538140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2538151.250000 Penalty: 5070.983887
	Iteration 60F: 3 clusters Score -2538151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2538172.500000 Penalty: 5070.983887
	Iteration 61Q: 3 clusters Score -2538172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2538188.750000 Penalty: 5070.983887
	Iteration 62Q: 3 clusters Score -2538189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2538200.750000 Penalty: 5070.983887
	Iteration 63Q: 3 clusters Score -2538201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2538209.250000 Penalty: 5070.983887
	Iteration 64Q: 3 clusters Score -2538209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2538219.250000 Penalty: 5070.983887
	Iteration 65Q: 3 clusters Score -2538219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2538224.750000 Penalty: 5070.983887
	Iteration 66Q: 3 clusters Score -2538225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2538228.500000 Penalty: 5070.983887
	Iteration 67Q: 3 clusters Score -2538228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2538229.750000 Penalty: 5070.983887
	Iteration 68Q: 3 clusters Score -2538230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2538234.750000 Penalty: 5070.983887
	Iteration 69Q: 3 clusters Score -2538235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2538242.000000 Penalty: 5070.983887
	Iteration 70Q: 3 clusters Score -2538242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2538243.000000 Penalty: 5070.983887
	Iteration 71Q: 3 clusters Score -2538243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2538244.000000 Penalty: 5070.983887
	Iteration 72Q: 3 clusters Score -2538244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2538250.000000 Penalty: 5070.983887
	Iteration 73Q: 3 clusters Score -2538250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2538254.000000 Penalty: 5070.983887
	Iteration 74Q: 3 clusters Score -2538254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2538255.250000 Penalty: 5070.983887
	Iteration 75Q: 3 clusters Score -2538255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2538255.250000 Penalty: 5070.983887
	Iteration 76Q: 3 clusters Score -2538255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2538255.750000 Penalty: 5070.983887
	Iteration 77Q: 3 clusters Score -2538256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2538255.750000 Penalty: 5070.983887
	Iteration 78Q: 3 clusters Score -2538256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2538256.000000 Penalty: 5070.983887
	Iteration 79Q: 3 clusters Score -2538256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2538257.500000 Penalty: 5070.983887
	Iteration 80F: 3 clusters Score -2538258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2538262.000000 Penalty: 5070.983887
	Iteration 81Q: 3 clusters Score -2538262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2538261.750000 Penalty: 5070.983887
	Iteration 82Q: 3 clusters Score -2538262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2538261.500000 Penalty: 5070.983887
	Iteration 83Q: 3 clusters Score -2538262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2538259.750000 Penalty: 5070.983887
	Iteration 84Q: 3 clusters Score -2538260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2538259.750000 Penalty: 5070.983887
	Iteration 85F: 3 clusters Score -2538260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -223946.281250 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -223946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -221124.515625 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -221124.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -221678.437500 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -221678.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -221814.281250 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -221814.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -221895.796875 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -221895.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221946.765625 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -221946.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -221980.218750 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -221980.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -222016.843750 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -222016.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -222038.937500 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -222038.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -222057.593750 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -222057.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -222072.906250 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -222072.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -222080.375000 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -222080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -222089.000000 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -222089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -222095.468750 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -222095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -222103.062500 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -222103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -222106.234375 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -222106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -222107.140625 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -222107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -222109.046875 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -222109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -222110.843750 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -222110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -222111.218750 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -222111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -222111.218750 Penalty: 3831.325684
	Iteration 19F: 3 clusters Score -222111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -153812.796875 Penalty: 1866.892822
	Iteration 0F: 2 clusters Score -153812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -151351.046875 Penalty: 3733.785645
	Iteration 0F: 3 clusters Score -151351 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -151969.531250 Penalty: 3733.785645
	Iteration 1F: 3 clusters Score -151969.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152272.734375 Penalty: 3733.785645
	Iteration 2F: 3 clusters Score -152272.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -152506.453125 Penalty: 3733.785645
	Iteration 3F: 3 clusters Score -152506.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -152761.093750 Penalty: 3733.785645
	Iteration 4F: 3 clusters Score -152761.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -152995.984375 Penalty: 3733.785645
	Iteration 5F: 3 clusters Score -152996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -153145.625000 Penalty: 3733.785645
	Iteration 6Q: 3 clusters Score -153145.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -153250.765625 Penalty: 3733.785645
	Iteration 7Q: 3 clusters Score -153250.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -153297.296875 Penalty: 3733.785645
	Iteration 8Q: 3 clusters Score -153297.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -153329.890625 Penalty: 3733.785645
	Iteration 9Q: 3 clusters Score -153329.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -153349.500000 Penalty: 3733.785645
	Iteration 10Q: 3 clusters Score -153349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -153365.890625 Penalty: 3733.785645
	Iteration 11Q: 3 clusters Score -153365.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -153387.359375 Penalty: 3733.785645
	Iteration 12Q: 3 clusters Score -153387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -153414.171875 Penalty: 3733.785645
	Iteration 13Q: 3 clusters Score -153414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -153444.484375 Penalty: 3733.785645
	Iteration 14Q: 3 clusters Score -153444.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -153467.375000 Penalty: 3733.785645
	Iteration 15Q: 3 clusters Score -153467.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -153481.031250 Penalty: 3733.785645
	Iteration 16Q: 3 clusters Score -153481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -153490.515625 Penalty: 3733.785645
	Iteration 17Q: 3 clusters Score -153490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -153493.609375 Penalty: 3733.785645
	Iteration 18Q: 3 clusters Score -153493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -153496.656250 Penalty: 3733.785645
	Iteration 19Q: 3 clusters Score -153496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -153500.515625 Penalty: 3733.785645
	Iteration 20F: 3 clusters Score -153500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -153503.703125 Penalty: 3733.785645
	Iteration 21Q: 3 clusters Score -153503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -153504.281250 Penalty: 3733.785645
	Iteration 22Q: 3 clusters Score -153504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -153504.281250 Penalty: 3733.785645
	Iteration 23F: 3 clusters Score -153504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -362650.000000 Penalty: 2044.985596
	Iteration 0F: 2 clusters Score -362650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -358903.312500 Penalty: 4089.971191
	Iteration 0F: 3 clusters Score -358903.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -359798.656250 Penalty: 4089.971191
	Iteration 1F: 3 clusters Score -359798.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -360116.406250 Penalty: 4089.971191
	Iteration 2F: 3 clusters Score -360116.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -360452.875000 Penalty: 4089.971191
	Iteration 3F: 3 clusters Score -360452.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -360738.500000 Penalty: 4089.971191
	Iteration 4F: 3 clusters Score -360738.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -361024.406250 Penalty: 4089.971191
	Iteration 5F: 3 clusters Score -361024.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -361280.906250 Penalty: 4089.971191
	Iteration 6F: 3 clusters Score -361280.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -361483.250000 Penalty: 4089.971191
	Iteration 7Q: 3 clusters Score -361483.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -361655.906250 Penalty: 4089.971191
	Iteration 8Q: 3 clusters Score -361655.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -361785.437500 Penalty: 4089.971191
	Iteration 9Q: 3 clusters Score -361785.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -361857.937500 Penalty: 4089.971191
	Iteration 10Q: 3 clusters Score -361857.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -361907.031250 Penalty: 4089.971191
	Iteration 11Q: 3 clusters Score -361907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -361938.343750 Penalty: 4089.971191
	Iteration 12Q: 3 clusters Score -361938.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -361955.406250 Penalty: 4089.971191
	Iteration 13Q: 3 clusters Score -361955.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -361971.312500 Penalty: 4089.971191
	Iteration 14Q: 3 clusters Score -361971.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -361982.468750 Penalty: 4089.971191
	Iteration 15Q: 3 clusters Score -361982.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -361989.531250 Penalty: 4089.971191
	Iteration 16Q: 3 clusters Score -361989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -361991.562500 Penalty: 4089.971191
	Iteration 17Q: 3 clusters Score -361991.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -361994.375000 Penalty: 4089.971191
	Iteration 18Q: 3 clusters Score -361994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -361995.031250 Penalty: 4089.971191
	Iteration 19Q: 3 clusters Score -361995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -361995.375000 Penalty: 4089.971191
	Iteration 20F: 3 clusters Score -361995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Entering Unmasked Estep 
Score: -954310.875000 Penalty: 2283.941162
	Iteration 0F: 2 clusters Score -954310.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -946749.562500 Penalty: 4567.882324
	Iteration 0F: 3 clusters Score -946749.6 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -949021.750000 Penalty: 4567.882324
	Iteration 1F: 3 clusters Score -949021.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -949424.125000 Penalty: 4567.882324
	Iteration 2F: 3 clusters Score -949424.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -949831.187500 Penalty: 4567.882324
	Iteration 3F: 3 clusters Score -949831.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -950209.937500 Penalty: 4567.882324
	Iteration 4F: 3 clusters Score -950209.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -950500.000000 Penalty: 4567.882324
	Iteration 5F: 3 clusters Score -950500 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -950754.187500 Penalty: 4567.882324
	Iteration 6Q: 3 clusters Score -950754.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -951003.812500 Penalty: 4567.882324
	Iteration 7Q: 3 clusters Score -951003.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -951310.062500 Penalty: 4567.882324
	Iteration 8Q: 3 clusters Score -951310.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -951612.375000 Penalty: 4567.882324
	Iteration 9Q: 3 clusters Score -951612.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -951891.250000 Penalty: 4567.882324
	Iteration 10Q: 3 clusters Score -951891.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -952122.125000 Penalty: 4567.882324
	Iteration 11Q: 3 clusters Score -952122.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -952302.875000 Penalty: 4567.882324
	Iteration 12Q: 3 clusters Score -952302.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -952470.687500 Penalty: 4567.882324
	Iteration 13Q: 3 clusters Score -952470.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -952600.437500 Penalty: 4567.882324
	Iteration 14Q: 3 clusters Score -952600.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -952694.875000 Penalty: 4567.882324
	Iteration 15Q: 3 clusters Score -952694.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -952767.625000 Penalty: 4567.882324
	Iteration 16Q: 3 clusters Score -952767.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -952846.750000 Penalty: 4567.882324
	Iteration 17Q: 3 clusters Score -952846.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -952928.625000 Penalty: 4567.882324
	Iteration 18Q: 3 clusters Score -952928.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -953006.250000 Penalty: 4567.882324
	Iteration 19Q: 3 clusters Score -953006.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -953072.062500 Penalty: 4567.882324
	Iteration 20F: 3 clusters Score -953072.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -953129.375000 Penalty: 4567.882324
	Iteration 21Q: 3 clusters Score -953129.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -953199.187500 Penalty: 4567.882324
	Iteration 22Q: 3 clusters Score -953199.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -953263.312500 Penalty: 4567.882324
	Iteration 23Q: 3 clusters Score -953263.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -953302.187500 Penalty: 4567.882324
	Iteration 24Q: 3 clusters Score -953302.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -953321.687500 Penalty: 4567.882324
	Iteration 25Q: 3 clusters Score -953321.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -953336.750000 Penalty: 4567.882324
	Iteration 26Q: 3 clusters Score -953336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -953348.750000 Penalty: 4567.882324
	Iteration 27Q: 3 clusters Score -953348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -953355.375000 Penalty: 4567.882324
	Iteration 28Q: 3 clusters Score -953355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -953357.000000 Penalty: 4567.882324
	Iteration 29Q: 3 clusters Score -953357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -953364.000000 Penalty: 4567.882324
	Iteration 30Q: 3 clusters Score -953364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -953368.062500 Penalty: 4567.882324
	Iteration 31Q: 3 clusters Score -953368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -953370.937500 Penalty: 4567.882324
	Iteration 32Q: 3 clusters Score -953370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -953374.625000 Penalty: 4567.882324
	Iteration 33Q: 3 clusters Score -953374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -953377.500000 Penalty: 4567.882324
	Iteration 34Q: 3 clusters Score -953377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -953380.625000 Penalty: 4567.882324
	Iteration 35Q: 3 clusters Score -953380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -953381.625000 Penalty: 4567.882324
	Iteration 36Q: 3 clusters Score -953381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -953383.375000 Penalty: 4567.882324
	Iteration 37Q: 3 clusters Score -953383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -953386.750000 Penalty: 4567.882324
	Iteration 38Q: 3 clusters Score -953386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -953387.750000 Penalty: 4567.882324
	Iteration 39Q: 3 clusters Score -953387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -953387.750000 Penalty: 4567.882324
	Iteration 40F: 3 clusters Score -953387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -737218.375000 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -737218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -730931.062500 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -730931.1 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -732706.625000 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -732706.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -733128.750000 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -733128.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -733556.687500 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -733556.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -734029.312500 Penalty: 4447.755371
	Iteration 4F: 3 clusters Score -734029.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -734448.562500 Penalty: 4447.755371
	Iteration 5F: 3 clusters Score -734448.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -734788.062500 Penalty: 4447.755371
	Iteration 6F: 3 clusters Score -734788.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -735062.687500 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -735062.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -735274.687500 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -735274.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -735436.750000 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -735436.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -735553.000000 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -735553 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -735639.937500 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -735639.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -735714.062500 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -735714.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -735783.000000 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -735783 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -735844.812500 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -735844.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -735879.750000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -735879.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -735913.187500 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -735913.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -735934.500000 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -735934.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -735950.187500 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -735950.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -735963.687500 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -735963.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -735973.625000 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -735973.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -735981.625000 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -735981.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -735989.750000 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -735989.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -735996.250000 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -735996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -736000.312500 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -736000.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -736003.187500 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -736003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -736006.812500 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -736006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -736010.375000 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -736010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -736009.187500 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -736009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -736012.875000 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -736012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -736012.875000 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -736012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -736014.562500 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -736014.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -736018.375000 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -736018.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -736019.687500 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -736019.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -736021.812500 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -736021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -736026.125000 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -736026.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -736030.875000 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -736030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -736039.125000 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -736039.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -736047.375000 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -736047.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -736052.187500 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -736052.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -736058.250000 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -736058.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -736067.875000 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -736067.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -736080.437500 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -736080.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -736101.250000 Penalty: 4447.755371
	Iteration 43Q: 3 clusters Score -736101.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -736119.687500 Penalty: 4447.755371
	Iteration 44Q: 3 clusters Score -736119.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -736147.062500 Penalty: 4447.755371
	Iteration 45Q: 3 clusters Score -736147.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -736176.625000 Penalty: 4447.755371
	Iteration 46Q: 3 clusters Score -736176.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -736221.812500 Penalty: 4447.755371
	Iteration 47Q: 3 clusters Score -736221.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -736251.250000 Penalty: 4447.755371
	Iteration 48Q: 3 clusters Score -736251.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -736275.937500 Penalty: 4447.755371
	Iteration 49Q: 3 clusters Score -736275.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -736303.500000 Penalty: 4447.755371
	Iteration 50Q: 3 clusters Score -736303.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -736320.500000 Penalty: 4447.755371
	Iteration 51Q: 3 clusters Score -736320.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -736332.687500 Penalty: 4447.755371
	Iteration 52Q: 3 clusters Score -736332.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -736345.000000 Penalty: 4447.755371
	Iteration 53Q: 3 clusters Score -736345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -736356.500000 Penalty: 4447.755371
	Iteration 54Q: 3 clusters Score -736356.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -736363.312500 Penalty: 4447.755371
	Iteration 55Q: 3 clusters Score -736363.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -736373.625000 Penalty: 4447.755371
	Iteration 56Q: 3 clusters Score -736373.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -736387.000000 Penalty: 4447.755371
	Iteration 57Q: 3 clusters Score -736387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -736398.250000 Penalty: 4447.755371
	Iteration 58Q: 3 clusters Score -736398.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -736415.062500 Penalty: 4447.755371
	Iteration 59Q: 3 clusters Score -736415.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -736429.250000 Penalty: 4447.755371
	Iteration 60F: 3 clusters Score -736429.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -736442.000000 Penalty: 4447.755371
	Iteration 61Q: 3 clusters Score -736442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -736456.437500 Penalty: 4447.755371
	Iteration 62Q: 3 clusters Score -736456.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -736468.562500 Penalty: 4447.755371
	Iteration 63Q: 3 clusters Score -736468.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -736475.750000 Penalty: 4447.755371
	Iteration 64Q: 3 clusters Score -736475.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -736489.625000 Penalty: 4447.755371
	Iteration 65Q: 3 clusters Score -736489.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -736501.687500 Penalty: 4447.755371
	Iteration 66Q: 3 clusters Score -736501.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -736519.562500 Penalty: 4447.755371
	Iteration 67Q: 3 clusters Score -736519.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -736541.000000 Penalty: 4447.755371
	Iteration 68Q: 3 clusters Score -736541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -736564.250000 Penalty: 4447.755371
	Iteration 69Q: 3 clusters Score -736564.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -736596.000000 Penalty: 4447.755371
	Iteration 70Q: 3 clusters Score -736596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -736624.937500 Penalty: 4447.755371
	Iteration 71Q: 3 clusters Score -736624.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -736652.625000 Penalty: 4447.755371
	Iteration 72Q: 3 clusters Score -736652.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -736672.000000 Penalty: 4447.755371
	Iteration 73Q: 3 clusters Score -736672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -736691.062500 Penalty: 4447.755371
	Iteration 74Q: 3 clusters Score -736691.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -736713.125000 Penalty: 4447.755371
	Iteration 75Q: 3 clusters Score -736713.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -736734.625000 Penalty: 4447.755371
	Iteration 76Q: 3 clusters Score -736734.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -736751.625000 Penalty: 4447.755371
	Iteration 77Q: 3 clusters Score -736751.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -736773.125000 Penalty: 4447.755371
	Iteration 78Q: 3 clusters Score -736773.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -736782.375000 Penalty: 4447.755371
	Iteration 79Q: 3 clusters Score -736782.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -736793.937500 Penalty: 4447.755371
	Iteration 80F: 3 clusters Score -736793.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -736801.437500 Penalty: 4447.755371
	Iteration 81Q: 3 clusters Score -736801.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -736807.875000 Penalty: 4447.755371
	Iteration 82Q: 3 clusters Score -736807.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -736815.687500 Penalty: 4447.755371
	Iteration 83Q: 3 clusters Score -736815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -736820.937500 Penalty: 4447.755371
	Iteration 84Q: 3 clusters Score -736820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -736822.437500 Penalty: 4447.755371
	Iteration 85Q: 3 clusters Score -736822.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -736826.875000 Penalty: 4447.755371
	Iteration 86Q: 3 clusters Score -736826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -736833.625000 Penalty: 4447.755371
	Iteration 87Q: 3 clusters Score -736833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -736834.312500 Penalty: 4447.755371
	Iteration 88Q: 3 clusters Score -736834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -736836.125000 Penalty: 4447.755371
	Iteration 89Q: 3 clusters Score -736836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -736836.687500 Penalty: 4447.755371
	Iteration 90Q: 3 clusters Score -736836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -736837.312500 Penalty: 4447.755371
	Iteration 91Q: 3 clusters Score -736837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -736837.312500 Penalty: 4447.755371
	Iteration 92F: 3 clusters Score -736837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -211631.796875 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -211631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -208931.000000 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -208931 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209436.031250 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -209436 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -209573.625000 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -209573.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209657.562500 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -209657.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209721.875000 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -209721.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209758.703125 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -209758.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209786.515625 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -209786.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -209805.468750 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -209805.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209817.718750 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -209817.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -209831.468750 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -209831.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209837.796875 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -209837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209842.546875 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -209842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209845.265625 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -209845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209847.718750 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -209847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209850.609375 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -209850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209852.078125 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -209852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209853.031250 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -209853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209853.328125 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -209853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209853.625000 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -209853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209854.046875 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -209854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209854.046875 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -209854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -41669.921875 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -41669.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40208.125000 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -40208.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40327.500000 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -40327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40363.953125 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -40363.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40397.363281 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -40397.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40424.480469 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -40424.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40438.929688 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -40438.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40448.417969 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -40448.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40462.136719 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -40462.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40471.179688 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -40471.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40476.609375 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -40476.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40476.609375 Penalty: 3024.645020
	Iteration 10F: 3 clusters Score -40476.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (55358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Entering Unmasked Estep 
Score: -5172480.000000 Penalty: 2708.551025
	Iteration 0F: 2 clusters Score -5172480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5135259.000000 Penalty: 5417.102051
	Iteration 0F: 3 clusters Score -5135259 nChanged 25683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5149914.000000 Penalty: 5417.102051
	Iteration 1F: 3 clusters Score -5149914 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5151184.000000 Penalty: 5417.102051
	Iteration 2F: 3 clusters Score -5151184 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5152842.000000 Penalty: 5417.102051
	Iteration 3F: 3 clusters Score -5152842 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5155232.500000 Penalty: 5417.102051
	Iteration 4F: 3 clusters Score -5155232 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5157829.500000 Penalty: 5417.102051
	Iteration 5F: 3 clusters Score -5157830 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -5160254.000000 Penalty: 5417.102051
	Iteration 6F: 3 clusters Score -5160254 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5162061.000000 Penalty: 5417.102051
	Iteration 7F: 3 clusters Score -5162061 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5163550.500000 Penalty: 5417.102051
	Iteration 8Q: 3 clusters Score -5163550 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5164838.000000 Penalty: 5417.102051
	Iteration 9Q: 3 clusters Score -5164838 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5165891.500000 Penalty: 5417.102051
	Iteration 10Q: 3 clusters Score -5165892 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5166693.500000 Penalty: 5417.102051
	Iteration 11Q: 3 clusters Score -5166694 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5167457.000000 Penalty: 5417.102051
	Iteration 12Q: 3 clusters Score -5167457 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5168177.000000 Penalty: 5417.102051
	Iteration 13Q: 3 clusters Score -5168177 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5168808.000000 Penalty: 5417.102051
	Iteration 14Q: 3 clusters Score -5168808 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -5169316.500000 Penalty: 5417.102051
	Iteration 15Q: 3 clusters Score -5169316 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -5169776.500000 Penalty: 5417.102051
	Iteration 16Q: 3 clusters Score -5169776 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -5170147.500000 Penalty: 5417.102051
	Iteration 17Q: 3 clusters Score -5170148 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -5170455.000000 Penalty: 5417.102051
	Iteration 18Q: 3 clusters Score -5170455 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -5170685.500000 Penalty: 5417.102051
	Iteration 19Q: 3 clusters Score -5170686 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -5170895.000000 Penalty: 5417.102051
	Iteration 20F: 3 clusters Score -5170895 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -5171120.000000 Penalty: 5417.102051
	Iteration 21Q: 3 clusters Score -5171120 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -5171315.000000 Penalty: 5417.102051
	Iteration 22Q: 3 clusters Score -5171315 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -5171471.000000 Penalty: 5417.102051
	Iteration 23Q: 3 clusters Score -5171471 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -5171624.500000 Penalty: 5417.102051
	Iteration 24Q: 3 clusters Score -5171624 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -5171729.500000 Penalty: 5417.102051
	Iteration 25Q: 3 clusters Score -5171730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -5171811.000000 Penalty: 5417.102051
	Iteration 26Q: 3 clusters Score -5171811 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -5171856.500000 Penalty: 5417.102051
	Iteration 27Q: 3 clusters Score -5171856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -5171883.000000 Penalty: 5417.102051
	Iteration 28Q: 3 clusters Score -5171883 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -5171895.500000 Penalty: 5417.102051
	Iteration 29Q: 3 clusters Score -5171896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -5171905.000000 Penalty: 5417.102051
	Iteration 30Q: 3 clusters Score -5171905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -5171930.500000 Penalty: 5417.102051
	Iteration 31Q: 3 clusters Score -5171930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -5171943.500000 Penalty: 5417.102051
	Iteration 32Q: 3 clusters Score -5171944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -5171961.000000 Penalty: 5417.102051
	Iteration 33Q: 3 clusters Score -5171961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -5171965.500000 Penalty: 5417.102051
	Iteration 34Q: 3 clusters Score -5171966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -5171958.500000 Penalty: 5417.102051
	Iteration 35Q: 3 clusters Score -5171958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -5171983.500000 Penalty: 5417.102051
	Iteration 36Q: 3 clusters Score -5171984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -5171984.500000 Penalty: 5417.102051
	Iteration 37Q: 3 clusters Score -5171984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -5171981.500000 Penalty: 5417.102051
	Iteration 38Q: 3 clusters Score -5171982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -5171991.500000 Penalty: 5417.102051
	Iteration 39Q: 3 clusters Score -5171992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -5171991.500000 Penalty: 5417.102051
	Iteration 40F: 3 clusters Score -5171992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -5171993.500000 Penalty: 5417.102051
	Iteration 41Q: 3 clusters Score -5171994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -5171991.000000 Penalty: 5417.102051
	Iteration 42Q: 3 clusters Score -5171991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -5171983.000000 Penalty: 5417.102051
	Iteration 43Q: 3 clusters Score -5171983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -5171986.500000 Penalty: 5417.102051
	Iteration 44Q: 3 clusters Score -5171986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -5171987.000000 Penalty: 5417.102051
	Iteration 45Q: 3 clusters Score -5171987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -5171990.000000 Penalty: 5417.102051
	Iteration 46Q: 3 clusters Score -5171990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -5171990.000000 Penalty: 5417.102051
	Iteration 47F: 3 clusters Score -5171990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (210230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210230 members 
Entering Unmasked Estep 
Score: -21649692.000000 Penalty: 3039.477539
	Iteration 0F: 2 clusters Score -2.164969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -21508724.000000 Penalty: 6078.955078
	Iteration 0F: 3 clusters Score -2.150872e+07 nChanged 101080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -21568668.000000 Penalty: 6078.955078
	Iteration 1F: 3 clusters Score -2.156867e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -21570830.000000 Penalty: 6078.955078
	Iteration 2Q: 3 clusters Score -2.157083e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -21574404.000000 Penalty: 6078.955078
	Iteration 3Q: 3 clusters Score -2.15744e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -21580232.000000 Penalty: 6078.955078
	Iteration 4F: 3 clusters Score -2.158023e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -21587908.000000 Penalty: 6078.955078
	Iteration 5F: 3 clusters Score -2.158791e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -21595522.000000 Penalty: 6078.955078
	Iteration 6F: 3 clusters Score -2.159552e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -21602106.000000 Penalty: 6078.955078
	Iteration 7F: 3 clusters Score -2.160211e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -21606478.000000 Penalty: 6078.955078
	Iteration 8F: 3 clusters Score -2.160648e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119600 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -21609708.000000 Penalty: 6078.955078
	Iteration 9Q: 3 clusters Score -2.160971e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -21612200.000000 Penalty: 6078.955078
	Iteration 10Q: 3 clusters Score -2.16122e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131292 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -21614650.000000 Penalty: 6078.955078
	Iteration 11Q: 3 clusters Score -2.161465e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -21617264.000000 Penalty: 6078.955078
	Iteration 12Q: 3 clusters Score -2.161726e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146109 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -21620170.000000 Penalty: 6078.955078
	Iteration 13Q: 3 clusters Score -2.162017e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -21623676.000000 Penalty: 6078.955078
	Iteration 14Q: 3 clusters Score -2.162368e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162646 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -21627258.000000 Penalty: 6078.955078
	Iteration 15Q: 3 clusters Score -2.162726e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -21630816.000000 Penalty: 6078.955078
	Iteration 16Q: 3 clusters Score -2.163082e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178209 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -21634298.000000 Penalty: 6078.955078
	Iteration 17Q: 3 clusters Score -2.16343e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184991 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -21637530.000000 Penalty: 6078.955078
	Iteration 18Q: 3 clusters Score -2.163753e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190841 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -21640148.000000 Penalty: 6078.955078
	Iteration 19Q: 3 clusters Score -2.164015e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195583 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -21642224.000000 Penalty: 6078.955078
	Iteration 20F: 3 clusters Score -2.164222e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199142 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -21643808.000000 Penalty: 6078.955078
	Iteration 21Q: 3 clusters Score -2.164381e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201715 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -21644962.000000 Penalty: 6078.955078
	Iteration 22Q: 3 clusters Score -2.164496e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203560 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -21645668.000000 Penalty: 6078.955078
	Iteration 23Q: 3 clusters Score -2.164567e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204815 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -21646260.000000 Penalty: 6078.955078
	Iteration 24Q: 3 clusters Score -2.164626e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205730 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -21646724.000000 Penalty: 6078.955078
	Iteration 25Q: 3 clusters Score -2.164672e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206318 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -21647064.000000 Penalty: 6078.955078
	Iteration 26Q: 3 clusters Score -2.164706e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206650 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -21647266.000000 Penalty: 6078.955078
	Iteration 27Q: 3 clusters Score -2.164727e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206861 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -21647364.000000 Penalty: 6078.955078
	Iteration 28Q: 3 clusters Score -2.164736e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207009 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21647488.000000 Penalty: 6078.955078
	Iteration 29Q: 3 clusters Score -2.164749e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207097 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -21647554.000000 Penalty: 6078.955078
	Iteration 30Q: 3 clusters Score -2.164755e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207176 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -21647582.000000 Penalty: 6078.955078
	Iteration 31Q: 3 clusters Score -2.164758e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207238 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -21647634.000000 Penalty: 6078.955078
	Iteration 32Q: 3 clusters Score -2.164763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207285 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -21647656.000000 Penalty: 6078.955078
	Iteration 33Q: 3 clusters Score -2.164766e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207335 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21647666.000000 Penalty: 6078.955078
	Iteration 34Q: 3 clusters Score -2.164767e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207369 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -21647686.000000 Penalty: 6078.955078
	Iteration 35Q: 3 clusters Score -2.164769e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207399 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21647684.000000 Penalty: 6078.955078
	Iteration 36Q: 3 clusters Score -2.164768e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -21647676.000000 Penalty: 6078.955078
	Iteration 37Q: 3 clusters Score -2.164768e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207462 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -21647686.000000 Penalty: 6078.955078
	Iteration 38Q: 3 clusters Score -2.164769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207488 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -21647712.000000 Penalty: 6078.955078
	Iteration 39Q: 3 clusters Score -2.164771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207509 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21647718.000000 Penalty: 6078.955078
	Iteration 40F: 3 clusters Score -2.164772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207526 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -21647718.000000 Penalty: 6078.955078
	Iteration 41Q: 3 clusters Score -2.164772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21647716.000000 Penalty: 6078.955078
	Iteration 42Q: 3 clusters Score -2.164772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207564 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -21647726.000000 Penalty: 6078.955078
	Iteration 43Q: 3 clusters Score -2.164773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207579 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21647708.000000 Penalty: 6078.955078
	Iteration 44Q: 3 clusters Score -2.164771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207589 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21647710.000000 Penalty: 6078.955078
	Iteration 45Q: 3 clusters Score -2.164771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207597 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -21647696.000000 Penalty: 6078.955078
	Iteration 46Q: 3 clusters Score -2.16477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207603 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -21647712.000000 Penalty: 6078.955078
	Iteration 47Q: 3 clusters Score -2.164771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207613 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -21647692.000000 Penalty: 6078.955078
	Iteration 48Q: 3 clusters Score -2.164769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207619 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21647702.000000 Penalty: 6078.955078
	Iteration 49Q: 3 clusters Score -2.16477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207619 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21647714.000000 Penalty: 6078.955078
	Iteration 50Q: 3 clusters Score -2.164771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207628 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21647718.000000 Penalty: 6078.955078
	Iteration 51Q: 3 clusters Score -2.164772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207633 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -21647716.000000 Penalty: 6078.955078
	Iteration 52Q: 3 clusters Score -2.164772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207637 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21647736.000000 Penalty: 6078.955078
	Iteration 53Q: 3 clusters Score -2.164774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207643 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21647738.000000 Penalty: 6078.955078
	Iteration 54Q: 3 clusters Score -2.164774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207651 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21647752.000000 Penalty: 6078.955078
	Iteration 55Q: 3 clusters Score -2.164775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207652 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -21647748.000000 Penalty: 6078.955078
	Iteration 56Q: 3 clusters Score -2.164775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207656 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21647746.000000 Penalty: 6078.955078
	Iteration 57Q: 3 clusters Score -2.164775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207659 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21647748.000000 Penalty: 6078.955078
	Iteration 58Q: 3 clusters Score -2.164775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207660 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21647754.000000 Penalty: 6078.955078
	Iteration 59Q: 3 clusters Score -2.164775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207657 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21647748.000000 Penalty: 6078.955078
	Iteration 60F: 3 clusters Score -2.164775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -290473.562500 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -290473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287297.031250 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -287297 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287948.843750 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -287948.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -288149.687500 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -288149.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288298.437500 Penalty: 3949.185303
	Iteration 3F: 3 clusters Score -288298.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -288414.343750 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -288414.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -288513.937500 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -288513.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -288618.875000 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -288618.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -288699.125000 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -288699.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -288774.156250 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -288774.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -288837.687500 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -288837.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -288875.593750 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -288875.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -288908.093750 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -288908.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -288930.531250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -288930.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -288944.375000 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -288944.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -288958.781250 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -288958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -288973.968750 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -288974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -288986.062500 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -288986.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -288993.187500 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -288993.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -289002.093750 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -289002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -289007.625000 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -289007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -289009.656250 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -289009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -289013.093750 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -289013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -289020.937500 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -289020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -289028.687500 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -289028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -289032.937500 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -289032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -289035.562500 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -289035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -289036.531250 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -289036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -289038.718750 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -289038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -289038.718750 Penalty: 3949.185303
	Iteration 28F: 3 clusters Score -289038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -616752.312500 Penalty: 2161.579102
	Iteration 0F: 2 clusters Score -616752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -611498.000000 Penalty: 4323.158203
	Iteration 0F: 3 clusters Score -611498 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -612843.562500 Penalty: 4323.158203
	Iteration 1F: 3 clusters Score -612843.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -613141.562500 Penalty: 4323.158203
	Iteration 2F: 3 clusters Score -613141.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -613436.812500 Penalty: 4323.158203
	Iteration 3F: 3 clusters Score -613436.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -613687.062500 Penalty: 4323.158203
	Iteration 4F: 3 clusters Score -613687.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -613911.875000 Penalty: 4323.158203
	Iteration 5F: 3 clusters Score -613911.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -614129.500000 Penalty: 4323.158203
	Iteration 6F: 3 clusters Score -614129.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -614349.500000 Penalty: 4323.158203
	Iteration 7Q: 3 clusters Score -614349.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -614523.437500 Penalty: 4323.158203
	Iteration 8Q: 3 clusters Score -614523.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -614659.500000 Penalty: 4323.158203
	Iteration 9Q: 3 clusters Score -614659.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -614744.312500 Penalty: 4323.158203
	Iteration 10Q: 3 clusters Score -614744.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -614803.937500 Penalty: 4323.158203
	Iteration 11Q: 3 clusters Score -614803.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -614840.312500 Penalty: 4323.158203
	Iteration 12Q: 3 clusters Score -614840.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -614864.687500 Penalty: 4323.158203
	Iteration 13Q: 3 clusters Score -614864.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -614879.562500 Penalty: 4323.158203
	Iteration 14Q: 3 clusters Score -614879.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -614888.937500 Penalty: 4323.158203
	Iteration 15Q: 3 clusters Score -614888.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -614893.812500 Penalty: 4323.158203
	Iteration 16Q: 3 clusters Score -614893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -614896.312500 Penalty: 4323.158203
	Iteration 17Q: 3 clusters Score -614896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -614899.250000 Penalty: 4323.158203
	Iteration 18Q: 3 clusters Score -614899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -614902.375000 Penalty: 4323.158203
	Iteration 19Q: 3 clusters Score -614902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -614904.500000 Penalty: 4323.158203
	Iteration 20F: 3 clusters Score -614904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -614905.250000 Penalty: 4323.158203
	Iteration 21Q: 3 clusters Score -614905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -614907.062500 Penalty: 4323.158203
	Iteration 22Q: 3 clusters Score -614907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -614906.312500 Penalty: 4323.158203
	Iteration 23Q: 3 clusters Score -614906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -614906.312500 Penalty: 4323.158203
	Iteration 24F: 3 clusters Score -614906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (71635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Entering Unmasked Estep 
Score: -7313509.000000 Penalty: 2772.476074
	Iteration 0F: 2 clusters Score -7313509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -7265564.000000 Penalty: 5544.952148
	Iteration 0F: 3 clusters Score -7265564 nChanged 33466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7284374.000000 Penalty: 5544.952148
	Iteration 1F: 3 clusters Score -7284374 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -7285064.000000 Penalty: 5544.952148
	Iteration 2Q: 3 clusters Score -7285064 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -7285720.500000 Penalty: 5544.952148
	Iteration 3Q: 3 clusters Score -7285720 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7286524.500000 Penalty: 5544.952148
	Iteration 4Q: 3 clusters Score -7286524 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7287406.500000 Penalty: 5544.952148
	Iteration 5Q: 3 clusters Score -7287406 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7288459.000000 Penalty: 5544.952148
	Iteration 6Q: 3 clusters Score -7288459 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -7289630.500000 Penalty: 5544.952148
	Iteration 7Q: 3 clusters Score -7289630 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -7291043.500000 Penalty: 5544.952148
	Iteration 8Q: 3 clusters Score -7291044 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -7292834.000000 Penalty: 5544.952148
	Iteration 9Q: 3 clusters Score -7292834 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -7294691.500000 Penalty: 5544.952148
	Iteration 10Q: 3 clusters Score -7294692 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -7296582.000000 Penalty: 5544.952148
	Iteration 11Q: 3 clusters Score -7296582 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -7298454.000000 Penalty: 5544.952148
	Iteration 12Q: 3 clusters Score -7298454 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -7300096.500000 Penalty: 5544.952148
	Iteration 13Q: 3 clusters Score -7300096 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -7301599.500000 Penalty: 5544.952148
	Iteration 14Q: 3 clusters Score -7301600 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -7302984.500000 Penalty: 5544.952148
	Iteration 15Q: 3 clusters Score -7302984 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -7304206.500000 Penalty: 5544.952148
	Iteration 16Q: 3 clusters Score -7304206 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -7305317.500000 Penalty: 5544.952148
	Iteration 17Q: 3 clusters Score -7305318 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7306362.000000 Penalty: 5544.952148
	Iteration 18Q: 3 clusters Score -7306362 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -7307316.000000 Penalty: 5544.952148
	Iteration 19Q: 3 clusters Score -7307316 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -7308191.500000 Penalty: 5544.952148
	Iteration 20F: 3 clusters Score -7308192 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -7308885.000000 Penalty: 5544.952148
	Iteration 21Q: 3 clusters Score -7308885 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -7309434.000000 Penalty: 5544.952148
	Iteration 22Q: 3 clusters Score -7309434 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -7309805.500000 Penalty: 5544.952148
	Iteration 23Q: 3 clusters Score -7309806 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -7310015.500000 Penalty: 5544.952148
	Iteration 24Q: 3 clusters Score -7310016 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -7310174.500000 Penalty: 5544.952148
	Iteration 25Q: 3 clusters Score -7310174 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -7310289.500000 Penalty: 5544.952148
	Iteration 26Q: 3 clusters Score -7310290 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -7310371.000000 Penalty: 5544.952148
	Iteration 27Q: 3 clusters Score -7310371 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -7310453.000000 Penalty: 5544.952148
	Iteration 28Q: 3 clusters Score -7310453 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -7310519.500000 Penalty: 5544.952148
	Iteration 29Q: 3 clusters Score -7310520 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -7310596.000000 Penalty: 5544.952148
	Iteration 30Q: 3 clusters Score -7310596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -7310635.500000 Penalty: 5544.952148
	Iteration 31Q: 3 clusters Score -7310636 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -7310674.500000 Penalty: 5544.952148
	Iteration 32Q: 3 clusters Score -7310674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -7310721.000000 Penalty: 5544.952148
	Iteration 33Q: 3 clusters Score -7310721 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -7310764.000000 Penalty: 5544.952148
	Iteration 34Q: 3 clusters Score -7310764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -7310808.000000 Penalty: 5544.952148
	Iteration 35Q: 3 clusters Score -7310808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -7310840.500000 Penalty: 5544.952148
	Iteration 36Q: 3 clusters Score -7310840 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -7310881.000000 Penalty: 5544.952148
	Iteration 37Q: 3 clusters Score -7310881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -7310915.000000 Penalty: 5544.952148
	Iteration 38Q: 3 clusters Score -7310915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -7310936.500000 Penalty: 5544.952148
	Iteration 39Q: 3 clusters Score -7310936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -7310968.500000 Penalty: 5544.952148
	Iteration 40F: 3 clusters Score -7310968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -7310988.500000 Penalty: 5544.952148
	Iteration 41Q: 3 clusters Score -7310988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -7311029.500000 Penalty: 5544.952148
	Iteration 42Q: 3 clusters Score -7311030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -7311048.500000 Penalty: 5544.952148
	Iteration 43Q: 3 clusters Score -7311048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -7311088.000000 Penalty: 5544.952148
	Iteration 44Q: 3 clusters Score -7311088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -7311109.500000 Penalty: 5544.952148
	Iteration 45Q: 3 clusters Score -7311110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -7311118.500000 Penalty: 5544.952148
	Iteration 46Q: 3 clusters Score -7311118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -7311133.500000 Penalty: 5544.952148
	Iteration 47Q: 3 clusters Score -7311134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -7311149.000000 Penalty: 5544.952148
	Iteration 48Q: 3 clusters Score -7311149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -7311150.500000 Penalty: 5544.952148
	Iteration 49Q: 3 clusters Score -7311150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -7311166.000000 Penalty: 5544.952148
	Iteration 50Q: 3 clusters Score -7311166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -7311174.000000 Penalty: 5544.952148
	Iteration 51Q: 3 clusters Score -7311174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -7311191.500000 Penalty: 5544.952148
	Iteration 52Q: 3 clusters Score -7311192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -7311211.000000 Penalty: 5544.952148
	Iteration 53Q: 3 clusters Score -7311211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -7311236.500000 Penalty: 5544.952148
	Iteration 54Q: 3 clusters Score -7311236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -7311233.000000 Penalty: 5544.952148
	Iteration 55Q: 3 clusters Score -7311233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -7311247.500000 Penalty: 5544.952148
	Iteration 56Q: 3 clusters Score -7311248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -7311250.500000 Penalty: 5544.952148
	Iteration 57Q: 3 clusters Score -7311250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -7311253.500000 Penalty: 5544.952148
	Iteration 58Q: 3 clusters Score -7311254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -7311256.000000 Penalty: 5544.952148
	Iteration 59Q: 3 clusters Score -7311256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -7311269.500000 Penalty: 5544.952148
	Iteration 60F: 3 clusters Score -7311270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -7311265.500000 Penalty: 5544.952148
	Iteration 61Q: 3 clusters Score -7311266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -7311271.500000 Penalty: 5544.952148
	Iteration 62Q: 3 clusters Score -7311272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -7311273.000000 Penalty: 5544.952148
	Iteration 63Q: 3 clusters Score -7311273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -7311272.000000 Penalty: 5544.952148
	Iteration 64Q: 3 clusters Score -7311272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -7311282.500000 Penalty: 5544.952148
	Iteration 65Q: 3 clusters Score -7311282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -7311282.500000 Penalty: 5544.952148
	Iteration 66Q: 3 clusters Score -7311282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -7311295.000000 Penalty: 5544.952148
	Iteration 67Q: 3 clusters Score -7311295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -7311302.500000 Penalty: 5544.952148
	Iteration 68Q: 3 clusters Score -7311302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -7311304.500000 Penalty: 5544.952148
	Iteration 69Q: 3 clusters Score -7311304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -7311320.500000 Penalty: 5544.952148
	Iteration 70Q: 3 clusters Score -7311320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -7311332.500000 Penalty: 5544.952148
	Iteration 71Q: 3 clusters Score -7311332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -7311335.500000 Penalty: 5544.952148
	Iteration 72Q: 3 clusters Score -7311336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -7311330.500000 Penalty: 5544.952148
	Iteration 73Q: 3 clusters Score -7311330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -7311329.500000 Penalty: 5544.952148
	Iteration 74Q: 3 clusters Score -7311330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -7311335.500000 Penalty: 5544.952148
	Iteration 75Q: 3 clusters Score -7311336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -7311336.000000 Penalty: 5544.952148
	Iteration 76Q: 3 clusters Score -7311336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -7311337.000000 Penalty: 5544.952148
	Iteration 77Q: 3 clusters Score -7311337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -7311337.000000 Penalty: 5544.952148
	Iteration 78F: 3 clusters Score -7311337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (87987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Entering Unmasked Estep 
Score: -8977284.000000 Penalty: 2823.466064
	Iteration 0F: 2 clusters Score -8977284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8918669.000000 Penalty: 5646.932129
	Iteration 0F: 3 clusters Score -8918669 nChanged 41232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8942215.000000 Penalty: 5646.932129
	Iteration 1F: 3 clusters Score -8942215 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8942909.000000 Penalty: 5646.932129
	Iteration 2Q: 3 clusters Score -8942909 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8943588.000000 Penalty: 5646.932129
	Iteration 3Q: 3 clusters Score -8943588 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8944399.000000 Penalty: 5646.932129
	Iteration 4Q: 3 clusters Score -8944399 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -8945615.000000 Penalty: 5646.932129
	Iteration 5Q: 3 clusters Score -8945615 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -8947137.000000 Penalty: 5646.932129
	Iteration 6Q: 3 clusters Score -8947137 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -8949473.000000 Penalty: 5646.932129
	Iteration 7F: 3 clusters Score -8949473 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -8952348.000000 Penalty: 5646.932129
	Iteration 8F: 3 clusters Score -8952348 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -8955740.000000 Penalty: 5646.932129
	Iteration 9F: 3 clusters Score -8955740 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -8959157.000000 Penalty: 5646.932129
	Iteration 10F: 3 clusters Score -8959157 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -8962024.000000 Penalty: 5646.932129
	Iteration 11Q: 3 clusters Score -8962024 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -8964356.000000 Penalty: 5646.932129
	Iteration 12Q: 3 clusters Score -8964356 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -8966083.000000 Penalty: 5646.932129
	Iteration 13Q: 3 clusters Score -8966083 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -8967463.000000 Penalty: 5646.932129
	Iteration 14Q: 3 clusters Score -8967463 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -8968510.000000 Penalty: 5646.932129
	Iteration 15Q: 3 clusters Score -8968510 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -8969432.000000 Penalty: 5646.932129
	Iteration 16Q: 3 clusters Score -8969432 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -8970353.000000 Penalty: 5646.932129
	Iteration 17Q: 3 clusters Score -8970353 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -8971168.000000 Penalty: 5646.932129
	Iteration 18Q: 3 clusters Score -8971168 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -8971885.000000 Penalty: 5646.932129
	Iteration 19Q: 3 clusters Score -8971885 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -8972585.000000 Penalty: 5646.932129
	Iteration 20F: 3 clusters Score -8972585 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
Score: -8973161.000000 Penalty: 5646.932129
	Iteration 21Q: 3 clusters Score -8973161 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -8973608.000000 Penalty: 5646.932129
	Iteration 22Q: 3 clusters Score -8973608 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -8973976.000000 Penalty: 5646.932129
	Iteration 23Q: 3 clusters Score -8973976 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -8974214.000000 Penalty: 5646.932129
	Iteration 24Q: 3 clusters Score -8974214 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -8974346.000000 Penalty: 5646.932129
	Iteration 25Q: 3 clusters Score -8974346 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -8974468.000000 Penalty: 5646.932129
	Iteration 26Q: 3 clusters Score -8974468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -8974566.000000 Penalty: 5646.932129
	Iteration 27Q: 3 clusters Score -8974566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -8974618.000000 Penalty: 5646.932129
	Iteration 28Q: 3 clusters Score -8974618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -8974663.000000 Penalty: 5646.932129
	Iteration 29Q: 3 clusters Score -8974663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -8974695.000000 Penalty: 5646.932129
	Iteration 30Q: 3 clusters Score -8974695 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -8974732.000000 Penalty: 5646.932129
	Iteration 31Q: 3 clusters Score -8974732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -8974750.000000 Penalty: 5646.932129
	Iteration 32Q: 3 clusters Score -8974750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -8974789.000000 Penalty: 5646.932129
	Iteration 33Q: 3 clusters Score -8974789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -8974800.000000 Penalty: 5646.932129
	Iteration 34Q: 3 clusters Score -8974800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -8974806.000000 Penalty: 5646.932129
	Iteration 35Q: 3 clusters Score -8974806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -8974813.000000 Penalty: 5646.932129
	Iteration 36Q: 3 clusters Score -8974813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -8974853.000000 Penalty: 5646.932129
	Iteration 37Q: 3 clusters Score -8974853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -8974873.000000 Penalty: 5646.932129
	Iteration 38Q: 3 clusters Score -8974873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -8974886.000000 Penalty: 5646.932129
	Iteration 39Q: 3 clusters Score -8974886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -8974905.000000 Penalty: 5646.932129
	Iteration 40F: 3 clusters Score -8974905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -8974917.000000 Penalty: 5646.932129
	Iteration 41Q: 3 clusters Score -8974917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -8974935.000000 Penalty: 5646.932129
	Iteration 42Q: 3 clusters Score -8974935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -8974938.000000 Penalty: 5646.932129
	Iteration 43Q: 3 clusters Score -8974938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -8974937.000000 Penalty: 5646.932129
	Iteration 44Q: 3 clusters Score -8974937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -8974946.000000 Penalty: 5646.932129
	Iteration 45Q: 3 clusters Score -8974946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -8974949.000000 Penalty: 5646.932129
	Iteration 46Q: 3 clusters Score -8974949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -8974928.000000 Penalty: 5646.932129
	Iteration 47Q: 3 clusters Score -8974928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -8974944.000000 Penalty: 5646.932129
	Iteration 48Q: 3 clusters Score -8974944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -8974951.000000 Penalty: 5646.932129
	Iteration 49Q: 3 clusters Score -8974951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -8974952.000000 Penalty: 5646.932129
	Iteration 50Q: 3 clusters Score -8974952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -8974951.000000 Penalty: 5646.932129
	Iteration 51Q: 3 clusters Score -8974951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -8974950.000000 Penalty: 5646.932129
	Iteration 52Q: 3 clusters Score -8974950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -8974950.000000 Penalty: 5646.932129
	Iteration 53Q: 3 clusters Score -8974950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -8974942.000000 Penalty: 5646.932129
	Iteration 54Q: 3 clusters Score -8974942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -8974942.000000 Penalty: 5646.932129
	Iteration 55F: 3 clusters Score -8974942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (18747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Entering Unmasked Estep 
Score: -1757673.000000 Penalty: 2440.019775
	Iteration 0F: 2 clusters Score -1757673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1744355.500000 Penalty: 4880.039551
	Iteration 0F: 3 clusters Score -1744356 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1749331.125000 Penalty: 4880.039551
	Iteration 1F: 3 clusters Score -1749331 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1750227.625000 Penalty: 4880.039551
	Iteration 2F: 3 clusters Score -1750228 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1751038.750000 Penalty: 4880.039551
	Iteration 3F: 3 clusters Score -1751039 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1751761.000000 Penalty: 4880.039551
	Iteration 4F: 3 clusters Score -1751761 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1752389.750000 Penalty: 4880.039551
	Iteration 5F: 3 clusters Score -1752390 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1752874.000000 Penalty: 4880.039551
	Iteration 6Q: 3 clusters Score -1752874 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1753292.625000 Penalty: 4880.039551
	Iteration 7Q: 3 clusters Score -1753293 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1753672.250000 Penalty: 4880.039551
	Iteration 8Q: 3 clusters Score -1753672 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1754002.875000 Penalty: 4880.039551
	Iteration 9Q: 3 clusters Score -1754003 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1754319.500000 Penalty: 4880.039551
	Iteration 10Q: 3 clusters Score -1754320 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1754601.250000 Penalty: 4880.039551
	Iteration 11Q: 3 clusters Score -1754601 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1754854.000000 Penalty: 4880.039551
	Iteration 12Q: 3 clusters Score -1754854 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1755107.250000 Penalty: 4880.039551
	Iteration 13Q: 3 clusters Score -1755107 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1755340.125000 Penalty: 4880.039551
	Iteration 14Q: 3 clusters Score -1755340 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1755531.750000 Penalty: 4880.039551
	Iteration 15Q: 3 clusters Score -1755532 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1755670.250000 Penalty: 4880.039551
	Iteration 16Q: 3 clusters Score -1755670 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1755772.125000 Penalty: 4880.039551
	Iteration 17Q: 3 clusters Score -1755772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1755868.375000 Penalty: 4880.039551
	Iteration 18Q: 3 clusters Score -1755868 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1755956.125000 Penalty: 4880.039551
	Iteration 19Q: 3 clusters Score -1755956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1756029.125000 Penalty: 4880.039551
	Iteration 20F: 3 clusters Score -1756029 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1756084.250000 Penalty: 4880.039551
	Iteration 21Q: 3 clusters Score -1756084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1756134.000000 Penalty: 4880.039551
	Iteration 22Q: 3 clusters Score -1756134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1756183.250000 Penalty: 4880.039551
	Iteration 23Q: 3 clusters Score -1756183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1756229.750000 Penalty: 4880.039551
	Iteration 24Q: 3 clusters Score -1756230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1756280.375000 Penalty: 4880.039551
	Iteration 25Q: 3 clusters Score -1756280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1756332.875000 Penalty: 4880.039551
	Iteration 26Q: 3 clusters Score -1756333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1756370.250000 Penalty: 4880.039551
	Iteration 27Q: 3 clusters Score -1756370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1756398.000000 Penalty: 4880.039551
	Iteration 28Q: 3 clusters Score -1756398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1756415.875000 Penalty: 4880.039551
	Iteration 29Q: 3 clusters Score -1756416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1756425.625000 Penalty: 4880.039551
	Iteration 30Q: 3 clusters Score -1756426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1756424.750000 Penalty: 4880.039551
	Iteration 31Q: 3 clusters Score -1756425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1756434.875000 Penalty: 4880.039551
	Iteration 32Q: 3 clusters Score -1756435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1756438.250000 Penalty: 4880.039551
	Iteration 33Q: 3 clusters Score -1756438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1756436.750000 Penalty: 4880.039551
	Iteration 34Q: 3 clusters Score -1756437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1756439.875000 Penalty: 4880.039551
	Iteration 35Q: 3 clusters Score -1756440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1756445.500000 Penalty: 4880.039551
	Iteration 36Q: 3 clusters Score -1756446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1756446.750000 Penalty: 4880.039551
	Iteration 37Q: 3 clusters Score -1756447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1756444.875000 Penalty: 4880.039551
	Iteration 38Q: 3 clusters Score -1756445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1756447.500000 Penalty: 4880.039551
	Iteration 39Q: 3 clusters Score -1756448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1756446.875000 Penalty: 4880.039551
	Iteration 40F: 3 clusters Score -1756447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1756449.500000 Penalty: 4880.039551
	Iteration 41Q: 3 clusters Score -1756450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1756446.500000 Penalty: 4880.039551
	Iteration 42Q: 3 clusters Score -1756446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1756448.375000 Penalty: 4880.039551
	Iteration 43Q: 3 clusters Score -1756448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1756448.375000 Penalty: 4880.039551
	Iteration 44F: 3 clusters Score -1756448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -258251.125000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -258251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -255227.593750 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -255227.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -255799.953125 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -255800 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -255956.062500 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -255956.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256031.468750 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -256031.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -256087.156250 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -256087.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -256133.265625 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -256133.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -256162.562500 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -256162.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -256189.109375 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -256189.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -256216.468750 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -256216.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -256243.593750 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -256243.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -256269.375000 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -256269.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -256288.859375 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -256288.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -256311.187500 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -256311.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -256325.125000 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -256325.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -256337.343750 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -256337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -256348.718750 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -256348.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -256357.375000 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -256357.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -256367.046875 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -256367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -256379.734375 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -256379.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -256392.203125 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -256392.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -256403.562500 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -256403.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -256411.875000 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -256411.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -256419.843750 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -256419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -256424.468750 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -256424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -256429.171875 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -256429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -256435.156250 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -256435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -256438.562500 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -256438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -256443.359375 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -256443.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -256448.312500 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -256448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -256449.375000 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -256449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -256452.015625 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -256452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -256455.468750 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -256455.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -256459.406250 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -256459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -256462.984375 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -256463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -256466.812500 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -256466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -256469.281250 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -256469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -256471.515625 Penalty: 3893.264648
	Iteration 36Q: 3 clusters Score -256471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -256473.390625 Penalty: 3893.264648
	Iteration 37Q: 3 clusters Score -256473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -256474.781250 Penalty: 3893.264648
	Iteration 38Q: 3 clusters Score -256474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -256474.781250 Penalty: 3893.264648
	Iteration 39F: 3 clusters Score -256474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -406030.843750 Penalty: 2073.181641
	Iteration 0F: 2 clusters Score -406030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -401939.250000 Penalty: 4146.363281
	Iteration 0F: 3 clusters Score -401939.2 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402890.187500 Penalty: 4146.363281
	Iteration 1F: 3 clusters Score -402890.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -403134.187500 Penalty: 4146.363281
	Iteration 2F: 3 clusters Score -403134.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -403305.562500 Penalty: 4146.363281
	Iteration 3F: 3 clusters Score -403305.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -403427.468750 Penalty: 4146.363281
	Iteration 4Q: 3 clusters Score -403427.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -403554.187500 Penalty: 4146.363281
	Iteration 5Q: 3 clusters Score -403554.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -403668.000000 Penalty: 4146.363281
	Iteration 6Q: 3 clusters Score -403668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -403781.218750 Penalty: 4146.363281
	Iteration 7Q: 3 clusters Score -403781.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -403892.593750 Penalty: 4146.363281
	Iteration 8Q: 3 clusters Score -403892.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -403977.093750 Penalty: 4146.363281
	Iteration 9Q: 3 clusters Score -403977.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -404037.812500 Penalty: 4146.363281
	Iteration 10Q: 3 clusters Score -404037.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -404089.000000 Penalty: 4146.363281
	Iteration 11Q: 3 clusters Score -404089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -404137.250000 Penalty: 4146.363281
	Iteration 12Q: 3 clusters Score -404137.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -404179.156250 Penalty: 4146.363281
	Iteration 13Q: 3 clusters Score -404179.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -404209.906250 Penalty: 4146.363281
	Iteration 14Q: 3 clusters Score -404209.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -404244.187500 Penalty: 4146.363281
	Iteration 15Q: 3 clusters Score -404244.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -404274.406250 Penalty: 4146.363281
	Iteration 16Q: 3 clusters Score -404274.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -404311.562500 Penalty: 4146.363281
	Iteration 17Q: 3 clusters Score -404311.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -404339.625000 Penalty: 4146.363281
	Iteration 18Q: 3 clusters Score -404339.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -404351.812500 Penalty: 4146.363281
	Iteration 19Q: 3 clusters Score -404351.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -404359.937500 Penalty: 4146.363281
	Iteration 20F: 3 clusters Score -404359.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -404368.593750 Penalty: 4146.363281
	Iteration 21Q: 3 clusters Score -404368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -404378.343750 Penalty: 4146.363281
	Iteration 22Q: 3 clusters Score -404378.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -404396.000000 Penalty: 4146.363281
	Iteration 23Q: 3 clusters Score -404396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -404408.406250 Penalty: 4146.363281
	Iteration 24Q: 3 clusters Score -404408.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -404420.343750 Penalty: 4146.363281
	Iteration 25Q: 3 clusters Score -404420.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -404432.218750 Penalty: 4146.363281
	Iteration 26Q: 3 clusters Score -404432.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -404443.343750 Penalty: 4146.363281
	Iteration 27Q: 3 clusters Score -404443.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -404452.187500 Penalty: 4146.363281
	Iteration 28Q: 3 clusters Score -404452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -404458.625000 Penalty: 4146.363281
	Iteration 29Q: 3 clusters Score -404458.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -404466.500000 Penalty: 4146.363281
	Iteration 30Q: 3 clusters Score -404466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -404473.718750 Penalty: 4146.363281
	Iteration 31Q: 3 clusters Score -404473.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -404476.812500 Penalty: 4146.363281
	Iteration 32Q: 3 clusters Score -404476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -404482.250000 Penalty: 4146.363281
	Iteration 33Q: 3 clusters Score -404482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -404485.937500 Penalty: 4146.363281
	Iteration 34Q: 3 clusters Score -404485.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -404493.406250 Penalty: 4146.363281
	Iteration 35Q: 3 clusters Score -404493.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -404500.812500 Penalty: 4146.363281
	Iteration 36Q: 3 clusters Score -404500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -404506.031250 Penalty: 4146.363281
	Iteration 37Q: 3 clusters Score -404506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -404513.093750 Penalty: 4146.363281
	Iteration 38Q: 3 clusters Score -404513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -404518.843750 Penalty: 4146.363281
	Iteration 39Q: 3 clusters Score -404518.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -404524.843750 Penalty: 4146.363281
	Iteration 40F: 3 clusters Score -404524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -404531.406250 Penalty: 4146.363281
	Iteration 41Q: 3 clusters Score -404531.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -404542.593750 Penalty: 4146.363281
	Iteration 42Q: 3 clusters Score -404542.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -404548.093750 Penalty: 4146.363281
	Iteration 43Q: 3 clusters Score -404548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -404555.062500 Penalty: 4146.363281
	Iteration 44Q: 3 clusters Score -404555.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -404565.125000 Penalty: 4146.363281
	Iteration 45Q: 3 clusters Score -404565.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -404571.218750 Penalty: 4146.363281
	Iteration 46Q: 3 clusters Score -404571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -404575.031250 Penalty: 4146.363281
	Iteration 47Q: 3 clusters Score -404575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -404578.906250 Penalty: 4146.363281
	Iteration 48Q: 3 clusters Score -404578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -404582.406250 Penalty: 4146.363281
	Iteration 49Q: 3 clusters Score -404582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -404583.500000 Penalty: 4146.363281
	Iteration 50Q: 3 clusters Score -404583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -404586.125000 Penalty: 4146.363281
	Iteration 51Q: 3 clusters Score -404586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -404589.906250 Penalty: 4146.363281
	Iteration 52Q: 3 clusters Score -404589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -404589.593750 Penalty: 4146.363281
	Iteration 53Q: 3 clusters Score -404589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -404590.281250 Penalty: 4146.363281
	Iteration 54Q: 3 clusters Score -404590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -404590.281250 Penalty: 4146.363281
	Iteration 55F: 3 clusters Score -404590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -156469.593750 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -156469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -154125.937500 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -154125.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -154530.593750 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -154530.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -154631.218750 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -154631.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -154685.640625 Penalty: 3655.946533
	Iteration 3Q: 3 clusters Score -154685.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -154718.000000 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -154718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -154739.812500 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -154739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154753.796875 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -154753.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -154765.234375 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -154765.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154778.687500 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -154778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -154788.703125 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -154788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154796.312500 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -154796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -154801.906250 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -154801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154808.531250 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -154808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -154812.531250 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -154812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -154817.250000 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -154817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154827.859375 Penalty: 3655.946533
	Iteration 15Q: 3 clusters Score -154827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -154832.937500 Penalty: 3655.946533
	Iteration 16Q: 3 clusters Score -154832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -154837.562500 Penalty: 3655.946533
	Iteration 17Q: 3 clusters Score -154837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154841.562500 Penalty: 3655.946533
	Iteration 18Q: 3 clusters Score -154841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -154842.750000 Penalty: 3655.946533
	Iteration 19Q: 3 clusters Score -154842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154843.593750 Penalty: 3655.946533
	Iteration 20F: 3 clusters Score -154843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154844.375000 Penalty: 3655.946533
	Iteration 21Q: 3 clusters Score -154844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -154844.734375 Penalty: 3655.946533
	Iteration 22Q: 3 clusters Score -154844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -154845.375000 Penalty: 3655.946533
	Iteration 23Q: 3 clusters Score -154845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -154845.468750 Penalty: 3655.946533
	Iteration 24Q: 3 clusters Score -154845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -154846.671875 Penalty: 3655.946533
	Iteration 25Q: 3 clusters Score -154846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -154846.671875 Penalty: 3655.946533
	Iteration 26F: 3 clusters Score -154846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (27242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Entering Unmasked Estep 
Score: -2743692.750000 Penalty: 2532.703613
	Iteration 0F: 2 clusters Score -2743693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2725036.500000 Penalty: 5065.407227
	Iteration 0F: 3 clusters Score -2725036 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2731584.500000 Penalty: 5065.407227
	Iteration 1F: 3 clusters Score -2731584 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2731969.250000 Penalty: 5065.407227
	Iteration 2Q: 3 clusters Score -2731969 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2732285.500000 Penalty: 5065.407227
	Iteration 3Q: 3 clusters Score -2732286 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2732539.750000 Penalty: 5065.407227
	Iteration 4Q: 3 clusters Score -2732540 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2732882.500000 Penalty: 5065.407227
	Iteration 5Q: 3 clusters Score -2732882 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2733259.000000 Penalty: 5065.407227
	Iteration 6Q: 3 clusters Score -2733259 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2733747.500000 Penalty: 5065.407227
	Iteration 7Q: 3 clusters Score -2733748 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2734463.750000 Penalty: 5065.407227
	Iteration 8Q: 3 clusters Score -2734464 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2735503.500000 Penalty: 5065.407227
	Iteration 9F: 3 clusters Score -2735504 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2736830.500000 Penalty: 5065.407227
	Iteration 10F: 3 clusters Score -2736830 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2738411.250000 Penalty: 5065.407227
	Iteration 11F: 3 clusters Score -2738411 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2739730.000000 Penalty: 5065.407227
	Iteration 12F: 3 clusters Score -2739730 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2740581.000000 Penalty: 5065.407227
	Iteration 13Q: 3 clusters Score -2740581 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2741028.500000 Penalty: 5065.407227
	Iteration 14Q: 3 clusters Score -2741028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2741219.250000 Penalty: 5065.407227
	Iteration 15Q: 3 clusters Score -2741219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2741322.000000 Penalty: 5065.407227
	Iteration 16Q: 3 clusters Score -2741322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2741380.000000 Penalty: 5065.407227
	Iteration 17Q: 3 clusters Score -2741380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2741421.000000 Penalty: 5065.407227
	Iteration 18Q: 3 clusters Score -2741421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2741442.000000 Penalty: 5065.407227
	Iteration 19Q: 3 clusters Score -2741442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2741454.500000 Penalty: 5065.407227
	Iteration 20F: 3 clusters Score -2741454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2741469.750000 Penalty: 5065.407227
	Iteration 21Q: 3 clusters Score -2741470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2741474.500000 Penalty: 5065.407227
	Iteration 22Q: 3 clusters Score -2741474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2741477.250000 Penalty: 5065.407227
	Iteration 23Q: 3 clusters Score -2741477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2741477.250000 Penalty: 5065.407227
	Iteration 24F: 3 clusters Score -2741477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (22773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Entering Unmasked Estep 
Score: -2113085.750000 Penalty: 2488.266113
	Iteration 0F: 2 clusters Score -2113086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2097183.500000 Penalty: 4976.532227
	Iteration 0F: 3 clusters Score -2097184 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2103321.750000 Penalty: 4976.532227
	Iteration 1F: 3 clusters Score -2103322 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2104320.250000 Penalty: 4976.532227
	Iteration 2F: 3 clusters Score -2104320 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2105261.000000 Penalty: 4976.532227
	Iteration 3F: 3 clusters Score -2105261 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2106132.000000 Penalty: 4976.532227
	Iteration 4F: 3 clusters Score -2106132 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2106866.500000 Penalty: 4976.532227
	Iteration 5F: 3 clusters Score -2106866 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2107460.750000 Penalty: 4976.532227
	Iteration 6F: 3 clusters Score -2107461 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2107919.750000 Penalty: 4976.532227
	Iteration 7Q: 3 clusters Score -2107920 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2108335.250000 Penalty: 4976.532227
	Iteration 8Q: 3 clusters Score -2108335 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2108769.250000 Penalty: 4976.532227
	Iteration 9Q: 3 clusters Score -2108769 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2109189.250000 Penalty: 4976.532227
	Iteration 10Q: 3 clusters Score -2109189 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2109591.750000 Penalty: 4976.532227
	Iteration 11Q: 3 clusters Score -2109592 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2109992.750000 Penalty: 4976.532227
	Iteration 12Q: 3 clusters Score -2109993 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2110374.250000 Penalty: 4976.532227
	Iteration 13Q: 3 clusters Score -2110374 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2110710.750000 Penalty: 4976.532227
	Iteration 14Q: 3 clusters Score -2110711 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2110966.750000 Penalty: 4976.532227
	Iteration 15Q: 3 clusters Score -2110967 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2111156.750000 Penalty: 4976.532227
	Iteration 16Q: 3 clusters Score -2111157 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2111324.750000 Penalty: 4976.532227
	Iteration 17Q: 3 clusters Score -2111325 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2111471.000000 Penalty: 4976.532227
	Iteration 18Q: 3 clusters Score -2111471 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2111602.500000 Penalty: 4976.532227
	Iteration 19Q: 3 clusters Score -2111602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2111702.250000 Penalty: 4976.532227
	Iteration 20F: 3 clusters Score -2111702 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2111778.000000 Penalty: 4976.532227
	Iteration 21Q: 3 clusters Score -2111778 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2111843.500000 Penalty: 4976.532227
	Iteration 22Q: 3 clusters Score -2111844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2111890.750000 Penalty: 4976.532227
	Iteration 23Q: 3 clusters Score -2111891 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2111919.500000 Penalty: 4976.532227
	Iteration 24Q: 3 clusters Score -2111920 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2111954.250000 Penalty: 4976.532227
	Iteration 25Q: 3 clusters Score -2111954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2111989.250000 Penalty: 4976.532227
	Iteration 26Q: 3 clusters Score -2111989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2112015.750000 Penalty: 4976.532227
	Iteration 27Q: 3 clusters Score -2112016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2112045.750000 Penalty: 4976.532227
	Iteration 28Q: 3 clusters Score -2112046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2112061.500000 Penalty: 4976.532227
	Iteration 29Q: 3 clusters Score -2112062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2112086.750000 Penalty: 4976.532227
	Iteration 30Q: 3 clusters Score -2112087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2112100.000000 Penalty: 4976.532227
	Iteration 31Q: 3 clusters Score -2112100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2112123.750000 Penalty: 4976.532227
	Iteration 32Q: 3 clusters Score -2112124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2112134.750000 Penalty: 4976.532227
	Iteration 33Q: 3 clusters Score -2112135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2112145.250000 Penalty: 4976.532227
	Iteration 34Q: 3 clusters Score -2112145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2112163.000000 Penalty: 4976.532227
	Iteration 35Q: 3 clusters Score -2112163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2112177.250000 Penalty: 4976.532227
	Iteration 36Q: 3 clusters Score -2112177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2112186.250000 Penalty: 4976.532227
	Iteration 37Q: 3 clusters Score -2112186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2112194.500000 Penalty: 4976.532227
	Iteration 38Q: 3 clusters Score -2112194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2112198.500000 Penalty: 4976.532227
	Iteration 39Q: 3 clusters Score -2112198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2112202.750000 Penalty: 4976.532227
	Iteration 40F: 3 clusters Score -2112203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2112210.500000 Penalty: 4976.532227
	Iteration 41Q: 3 clusters Score -2112210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2112211.750000 Penalty: 4976.532227
	Iteration 42Q: 3 clusters Score -2112212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2112212.500000 Penalty: 4976.532227
	Iteration 43Q: 3 clusters Score -2112212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2112214.500000 Penalty: 4976.532227
	Iteration 44Q: 3 clusters Score -2112214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2112220.750000 Penalty: 4976.532227
	Iteration 45Q: 3 clusters Score -2112221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2112225.250000 Penalty: 4976.532227
	Iteration 46Q: 3 clusters Score -2112225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2112230.750000 Penalty: 4976.532227
	Iteration 47Q: 3 clusters Score -2112231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2112235.500000 Penalty: 4976.532227
	Iteration 48Q: 3 clusters Score -2112236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2112238.250000 Penalty: 4976.532227
	Iteration 49Q: 3 clusters Score -2112238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2112242.000000 Penalty: 4976.532227
	Iteration 50Q: 3 clusters Score -2112242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2112249.000000 Penalty: 4976.532227
	Iteration 51Q: 3 clusters Score -2112249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2112253.000000 Penalty: 4976.532227
	Iteration 52Q: 3 clusters Score -2112253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2112257.000000 Penalty: 4976.532227
	Iteration 53Q: 3 clusters Score -2112257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2112258.250000 Penalty: 4976.532227
	Iteration 54Q: 3 clusters Score -2112258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2112257.250000 Penalty: 4976.532227
	Iteration 55Q: 3 clusters Score -2112257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2112264.000000 Penalty: 4976.532227
	Iteration 56Q: 3 clusters Score -2112264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2112269.250000 Penalty: 4976.532227
	Iteration 57Q: 3 clusters Score -2112269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2112268.500000 Penalty: 4976.532227
	Iteration 58Q: 3 clusters Score -2112268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2112273.250000 Penalty: 4976.532227
	Iteration 59Q: 3 clusters Score -2112273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2112274.500000 Penalty: 4976.532227
	Iteration 60F: 3 clusters Score -2112274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2112272.750000 Penalty: 4976.532227
	Iteration 61Q: 3 clusters Score -2112273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2112275.250000 Penalty: 4976.532227
	Iteration 62Q: 3 clusters Score -2112275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2112275.250000 Penalty: 4976.532227
	Iteration 63F: 3 clusters Score -2112275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -48943.558594 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -48943.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47383.078125 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -47383.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47575.265625 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -47575.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47633.632812 Penalty: 3108.531494
	Iteration 2Q: 3 clusters Score -47633.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47660.304688 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -47660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47681.757812 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -47681.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47685.851562 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -47685.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47693.082031 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -47693.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47693.082031 Penalty: 3108.531494
	Iteration 7F: 3 clusters Score -47693.08 nChanged 0
--- Evaluating fit on full set of 2987560 points ---
Entering Unmasked Estep 
Score: -288060576.000000 Penalty: 232953.328125
21->64 Clusters: Score -288060576.000000, best is -288032992.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 41306 (time per=381.010496ms)
Iterations metric 2: 1383690534912.000000 (time per=11.373945ns)
Iterations metric 3: 41509374132224.000000 (time per=379.143744ps)

That took 15738.019531 seconds.
